{"id":"W1137676809","doi":"10.71781/23787","title":"Les éléments facilitant ou entravant la mise en place des activités individuelles de l'approche cognitive-comportementale : les représentations sociales des éducateurs","year":2009,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Social Representations and Identity","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001078871,0.0006907693,0.0007478201,0.0002782278,0.0020925,0.0008377184,0.0008585583,0.0008115726,0.006419426],"category_scores_gemma":[0.0007123139,0.0008035215,0.0003650477,0.0004548638,0.001160382,0.0006917526,0.0001648469,0.0007428427,0.0005953296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007845734,"about_ca_system_score_gemma":0.000915955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03395554,"about_ca_topic_score_gemma":0.0364285,"domain_scores_codex":[0.9943252,0.002119506,0.0009713083,0.001216686,0.0005155656,0.0008517404],"domain_scores_gemma":[0.9968737,0.00132135,0.0007844503,0.0003805575,0.000339388,0.0003005335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004376873,0.003225424,0.1199144,0.0001433,0.001099635,0.00008926128,0.2414387,0.00001189532,0.007047321,0.0003196686,0.0008375768,0.6254352],"study_design_scores_gemma":[0.001810825,0.0001445375,0.5545163,0.0005282385,0.0007787629,0.00003123295,0.4241654,0.000006658483,0.008835119,0.002536851,0.00602329,0.0006228761],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8838992,0.001573455,0.0002647041,0.0001723192,0.0006174679,0.001901279,0.0009930029,0.00001246079,0.1105662],"genre_scores_gemma":[0.9413243,0.00126084,0.003980495,0.00002726117,0.0002135063,0.0003674377,0.003586806,0.00007899926,0.04916035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6248123,"threshold_uncertainty_score":0.9994416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1661195014097687,"score_gpt":0.4775642078478592,"score_spread":0.3114447064380904,"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."}}