{"id":"W2132579027","doi":"10.3917/anso.151.0071","title":"La sociologie filmique : écrire la sociologie par le cinéma ?","year":2015,"lang":"fr","type":"article","venue":"L Année sociologique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sociologie et Sociétés","funders":"","keywords":"Humanities; Art; 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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.01977143,0.0007016363,0.0009498759,0.0001163808,0.001564336,0.000120677,0.001226316,0.004841025,0.0002113503],"category_scores_gemma":[0.012578,0.0006979893,0.0005740019,0.0004518916,0.01781412,0.0006106483,0.0002539069,0.002906045,0.000522637],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006455046,"about_ca_system_score_gemma":0.00677552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008268336,"about_ca_topic_score_gemma":0.00012549,"domain_scores_codex":[0.9762371,0.01982146,0.0008726942,0.001102475,0.0004088338,0.001557476],"domain_scores_gemma":[0.9830579,0.01450906,0.0005931288,0.000541034,0.0007109967,0.0005878561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002229661,0.0005263081,0.07254454,0.00008795655,0.0002580937,0.00003328063,0.1099624,0.000094717,0.00006656416,0.7528252,0.05276241,0.01081624],"study_design_scores_gemma":[0.0007865086,0.0003516099,0.0319229,0.000106865,0.00007907749,0.00002353217,0.3908078,0.00003667241,0.0000366958,0.2859003,0.2890688,0.0008792361],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4887141,0.01501876,0.00131049,0.1975353,0.007623675,0.0007567973,0.0001570552,0.0008162181,0.2880676],"genre_scores_gemma":[0.9599093,0.01549479,0.004755446,0.002831523,0.006363442,0.0003125099,0.0002215906,0.00007685468,0.01003454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4711952,"threshold_uncertainty_score":0.9997355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4118805497174962,"score_gpt":0.473686976449754,"score_spread":0.06180642673225784,"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."}}