{"id":"W2088024054","doi":"10.7202/706369ar","title":"Éléments d’approche intégrée en travail social : analyse d’une expérience en milieu scolaire","year":2005,"lang":"fr","type":"article","venue":"Service social","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001884311,0.0005824172,0.0007852946,0.00007337725,0.003750661,0.0003210248,0.001874275,0.00103693,0.001588925],"category_scores_gemma":[0.0001488261,0.0006578279,0.0005172797,0.004140686,0.001489886,0.001585855,0.0003446461,0.00087,0.001085315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001449157,"about_ca_system_score_gemma":0.00138916,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1089802,"about_ca_topic_score_gemma":0.339509,"domain_scores_codex":[0.9931436,0.001144462,0.00081017,0.001069172,0.002080953,0.001751679],"domain_scores_gemma":[0.998114,0.0002251296,0.0006291633,0.0002562996,0.0003428588,0.0004325777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005364575,0.0004228844,0.002101832,0.00008170887,0.0001133392,0.00001086709,0.7641137,0.0000189361,0.0002358444,0.0114166,0.02133378,0.2000968],"study_design_scores_gemma":[0.001346342,0.00009768697,0.1164036,0.00009306337,0.0002452655,0.000002612442,0.4366529,0.0004955125,0.00009500246,0.003414741,0.4398975,0.001255779],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8089018,0.002331359,0.00004951265,0.155862,0.002164247,0.0005258194,0.0001155721,0.0001498964,0.02989987],"genre_scores_gemma":[0.9619637,0.0006731429,0.000532568,0.006862634,0.01448543,0.00007113745,0.00001830486,0.00005249656,0.01534058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4185638,"threshold_uncertainty_score":0.9996924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834477637939512,"score_gpt":0.3009356528345939,"score_spread":0.2825908764551988,"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."}}