path_transmission
Audit citation transmission along a main path: per edge, gather citing sentences and intents, assign draft labels (substantive, construct-shifted, hollow, unresolved), export CSV sheet for two coders.
Instructions
Transmission audit of a main path: for each consecutive edge (later paper citing the earlier one) it gathers the citing sentences (Semantic Scholar, then the citing paper's full text), Semantic Scholar's intent and influential flags, how many contexts name the construct terms, and whether the citation sits in a list of three or more works. Proposes a draft label per edge (substantive, construct-shifted, hollow, unresolved) with its evidence, and writes a CSV coding sheet with blank columns for two independent coders. Draft labels are heuristics for a human coder to confirm or overturn, not findings: substantive = the citing paper engages the cited work (influential, method/result intent, or two or more non-list contexts) and a context names a construct term in the cited work's own clause; construct-shifted = engages it without naming the construct; hollow = only background or list citations; unresolved = no context sentences from any source.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| path_ids | Yes | The main path, oldest first (as citation_network reports it): Scopus IDs, DOIs or OpenAlex IDs. | |
| corpus_json | No | Optional citation_network corpus file, to add each edge's SPC weight. | |
| max_contexts | No | Most contexts kept per edge (default 5). | |
| construct_terms | Yes | The construct and its variants, e.g. ['organizing vision']. |