{"id":"W2104348996","doi":"10.3917/afcul.059.0059","title":"Paroles engagées, Paroles engageantes","year":2004,"lang":"fr","type":"article","venue":"Africultures","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Art","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001977665,0.0002596269,0.0002530484,0.00004805142,0.001591206,0.0001085544,0.0003779717,0.0003564173,0.0003149598],"category_scores_gemma":[0.001362748,0.0002255294,0.0001727684,0.0004215665,0.001778142,0.0003559169,0.00003391559,0.0005061947,0.0003266186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000139835,"about_ca_system_score_gemma":0.0003213421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001772625,"about_ca_topic_score_gemma":0.0009293749,"domain_scores_codex":[0.9972861,0.001062545,0.0003177707,0.0003924432,0.0003510248,0.0005900739],"domain_scores_gemma":[0.9980167,0.00124552,0.0001679798,0.0001731466,0.0002023142,0.0001943896],"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":[0.00000163189,0.000265349,0.002473607,0.00003029435,0.0000917981,0.000003722065,0.1883388,0.0001170508,0.0002100907,0.7883603,0.01385169,0.006255664],"study_design_scores_gemma":[0.0003193136,0.00005891143,0.01096055,0.0001387922,0.00007687807,0.000008469922,0.3662899,0.000001421556,0.0003502812,0.05191997,0.5695131,0.0003623256],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6309619,0.06036263,0.0001115801,0.1817024,0.01033677,0.0005012081,0.00009779835,0.0003264079,0.1155993],"genre_scores_gemma":[0.9674889,0.006183025,0.002676302,0.0008655587,0.007770388,0.00004899298,0.00005922557,0.0000176575,0.01488988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7364404,"threshold_uncertainty_score":0.9997086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.177368160777515,"score_gpt":0.4247503038878921,"score_spread":0.2473821431103771,"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."}}