Invited lecture2025
The Science Behind of Atomic Force Microscopy (AFM)
- Industry, Innovation and Infrastructure
- Innovation, Science and Technology
The record
- Type
- Invited lecture
- Date
- 5 June 2025
- Level
- National
- Location
- Rourkela, Odisha, India
- School
- Reporting cycle
- 2025
- Programme
- Materials Characterization and Sustainable Additive Manufacturing (MCSAM-2025)
- Role
- Invited Lecture
- Organiser
- NIT, Rourkela
- People presenting
- 1
Classification
Every label below carries the reasoning it was assigned on, the confidence band it was assigned in, and what produced it. The rubric is published.
UN Sustainable Development Goals
9.5 Enhance scientific research, upgrade technological capabilities, and increase researchers and R&D spending
Tier B rule basic-sciences matched "microscopy" in the record’s own title. Names a basic science discipline or its methods. Classified as target 9.5, research capacity, because the record evidences scientific research without naming an applied goal it serves.
- High confidence
- The subject matter is a strong and direct inference from the record type, the funding or organising body, or the programme context, even where the title alone is thin. Example: an ICMR-funded project against SDG 3, on the strength of the agency.
- Rule-derived
- Emitted by a deterministic rule from structural signals rather than judged from the record’s text. The rule carries a version, so rule-derived and judged labels stay separable.
- Produced by
- tier-b-lexicon-v2, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.
9.4 Upgrade infrastructure and retrofit industries to make them sustainable and resource-efficient
Tier B rule industry-and-manufacturing matched "additive manufacturing" in the surrounding programme or host, banded one lower because the match is contextual. Names industrial or manufacturing technology, which is target 9.4 where the emphasis is on upgrading industry.
- Moderate confidence
- The alignment is plausible and defensible but rests on an assumption a reasonable reviewer could decline. Published, and surfaced in the review queue for a human to confirm or override.
- Produced by
- tier-b-lexicon-v2, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.
Viksit Bharat @2047
vb-3 Innovation, Science and Technology
Derived through the seeded SDG-to-Viksit-Bharat crosswalk from the primary SDG 9 label. Tier B rule basic-sciences matched "microscopy" in the record’s own title. Names a basic science discipline or its methods. Classified as target 9.5, research capacity, because the record evidences scientific research without naming an applied goal it serves.
- Produced by
- tier-b-lexicon-v2, under kortex-input-v1+rubric@1.1.0#7bc5877481c9+lexicon@tier-b-lexicon-v2#fb739e066356Input template kortex-input-v1; rubric 1.1.0; lexicon tier-b-lexicon-v2. Each can change without the others, which is why the version is a composite.
Records of this type were classified by a published, versioned rule set, over 5,246 activities. Each label above carries the rubric version it was produced under. How each classification is reached.
Evidence
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No outbound evidence link is recorded for this activity. The record below states which source it came from and when it was last read.
Provenance
Which source system this record came from, how many source rows were resolved into it, and when each was last read.
- Source rows resolved into this record
- 1
- Source records held
- 1
| Source system | Reference | Last read |
|---|---|---|
| KIIT PBAS reporting workbook (consolidated) | Data - Invited Lecture!116 |
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Citing this record
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KIIT Deemed to be University. “The Science Behind of Atomic Force Microscopy (AFM)”. Kortex. Last read 17 September 2026.