{"id":"W175733418","doi":"10.7202/057427ar","title":"Benoît GODIN, Les usages sociaux de la culture scientifique","year":2001,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002302164,0.000527352,0.0004499028,0.0002522435,0.0006450722,0.003590651,0.0009591189,0.001112033,0.00008810649],"category_scores_gemma":[0.0006050357,0.0004338561,0.0006861431,0.001858833,0.001680163,0.002991272,0.00034126,0.001155134,0.00005690316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126329,"about_ca_system_score_gemma":0.0003845697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01934786,"about_ca_topic_score_gemma":0.002500006,"domain_scores_codex":[0.9956205,0.001690596,0.0004223096,0.000778242,0.0004367718,0.001051549],"domain_scores_gemma":[0.9974453,0.0007832336,0.0002158752,0.000514023,0.000518609,0.0005229574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002543628,0.00110024,0.03817417,0.000319334,0.0004156286,0.000669818,0.112204,0.00002061198,0.007918436,0.4866565,0.2206643,0.1318316],"study_design_scores_gemma":[0.0004701693,0.0002739282,0.07103171,0.0008446367,0.0001221277,0.0008141677,0.001459774,0.0005799028,0.00897346,0.407721,0.5064465,0.001262558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3882395,0.1437985,0.03013286,0.04421508,0.00136423,0.0007510333,0.00007091573,0.00130375,0.3901242],"genre_scores_gemma":[0.7603194,0.06351537,0.02903459,0.002550006,0.0008911945,0.00004161032,0.00002731193,0.00007126101,0.1435493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3720798,"threshold_uncertainty_score":0.9998114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5117964131945956,"score_gpt":0.4219573640451171,"score_spread":0.08983904914947849,"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."}}