{"id":"W1543765577","doi":"10.7202/001126ar","title":"Transformation sociale et création culturelle","year":2010,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00469073,0.0007104388,0.0005726374,0.001773006,0.006989351,0.01688183,0.0008566191,0.001877497,0.01092038],"category_scores_gemma":[0.002906463,0.0002039908,0.0005757388,0.001522607,0.04197196,0.00594007,0.006686846,0.003436439,0.001632205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009627176,"about_ca_system_score_gemma":0.01058121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01104856,"about_ca_topic_score_gemma":0.007618116,"domain_scores_codex":[0.9922683,0.004625444,0.0001856083,0.0008786847,0.001014113,0.001027919],"domain_scores_gemma":[0.9985735,0.0003735363,0.0001631085,0.0004460552,0.0002324646,0.0002112501],"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":[0.000004769693,0.00001889082,0.0002464193,0.00002571502,0.00000437324,0.00006557244,0.008531062,0.0001045104,0.0001545994,0.9825685,0.001852938,0.006422741],"study_design_scores_gemma":[0.00001545252,0.0000345816,0.001272726,0.0001225559,0.000005991675,0.0002125211,0.01641897,0.0002527102,0.0005261523,0.4369788,0.5441425,0.00001685662],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0354914,0.005857002,0.01441622,0.03624125,0.000939471,0.0001189182,0.00009616798,0.0001734651,0.9066661],"genre_scores_gemma":[0.8842254,0.00340043,0.004102398,0.002289975,0.0004330011,0.0001993682,0.0001127033,0.0001274764,0.1051093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01688183,"threshold_uncertainty_score":0.06985039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3171247281324552,"score_gpt":0.4760832071415807,"score_spread":0.1589584790091255,"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."}}