{"id":"W1490752936","doi":"10.3917/aco.031.0107","title":"Sociologie et interdisciplinarité, un mariage de raison ?","year":2005,"lang":"fr","type":"article","venue":"A contrario","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00446916,0.0001921442,0.0002609721,0.0000457722,0.0006993011,0.00008644418,0.000372134,0.0004563059,0.001258136],"category_scores_gemma":[0.001013135,0.0002101718,0.0001661606,0.00017616,0.001712384,0.0003864778,0.00006868244,0.000537326,0.0003209233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004078226,"about_ca_system_score_gemma":0.0009838865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009163782,"about_ca_topic_score_gemma":0.001583025,"domain_scores_codex":[0.9971542,0.001321828,0.0003400896,0.0003403468,0.0001746505,0.0006688223],"domain_scores_gemma":[0.9968134,0.00255171,0.0001582026,0.0001830354,0.0001168312,0.0001768586],"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":[0.000006855884,0.0002246841,0.008977519,0.00001154222,0.00009768177,0.000002404288,0.1507935,0.00002536914,0.00004141096,0.7529364,0.01015202,0.07673065],"study_design_scores_gemma":[0.001000432,0.0001304556,0.07615241,0.00009220614,0.0001224488,0.0000120146,0.08895784,0.0003653634,0.0000373144,0.1607002,0.6719093,0.0005200093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2539287,0.01029983,0.00308502,0.5660377,0.005245505,0.0003377576,0.000029943,0.0001418776,0.1608937],"genre_scores_gemma":[0.9581112,0.00161595,0.007612782,0.00678665,0.005846023,0.00004729201,0.00003441673,0.00001918208,0.01992652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7041825,"threshold_uncertainty_score":0.9996548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3130956818645552,"score_gpt":0.5081889857272014,"score_spread":0.1950933038626462,"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."}}