{"id":"W7111175635","doi":"10.1371/journal.pone.0330849.s001","title":"Interview Guide.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Grounded theory; Diversity (politics); Population; Work (physics); Face (sociological concept)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003964233,0.0002780835,0.0003871919,0.0002087609,0.001128235,0.00002906125,0.0005040445,0.0004982718,0.8495207],"category_scores_gemma":[0.002462832,0.000270642,0.0001461537,0.0007406088,0.000009875101,0.000226094,0.000461645,0.001139501,0.1096113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003253147,"about_ca_system_score_gemma":0.003465882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003579386,"about_ca_topic_score_gemma":0.00009763241,"domain_scores_codex":[0.996794,0.0005374619,0.001142623,0.0004223647,0.0002548709,0.0008486413],"domain_scores_gemma":[0.9971845,0.0009935918,0.0003203163,0.0005978879,0.0006091121,0.0002945842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002877923,0.00004285502,0.000857408,0.01395676,0.00001744243,0.000002831902,0.0002257008,0.00000205338,1.918312e-7,0.0005374532,0.9162452,0.06808339],"study_design_scores_gemma":[0.0004977591,0.00004988667,0.04883091,0.05584372,0.00001339652,5.515645e-7,0.0001421965,0.0008603936,0.000005828946,0.0002540688,0.8933187,0.0001826151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004822209,0.016272,0.000008169338,0.009497755,0.002406097,0.001597284,0.4819167,0.0001135569,0.4881402],"genre_scores_gemma":[0.06236132,0.001306823,0.0002898111,0.1343019,0.002644661,0.002431208,0.3914225,0.00008432983,0.4051575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7399094,"threshold_uncertainty_score":0.9999745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2614142095486735,"score_gpt":0.5189172167027688,"score_spread":0.2575030071540953,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}