{"id":"W4391644043","doi":"10.7202/1108985ar","title":"LA BALADODIFFUSION ET L’ENSEIGNEMENT SUPÉRIEUR EN TRAVAIL SOCIAL : UNE COLLABORATION INTERUNIVERSITAIRE POUR SOUTENIR LA FORMATION PRATIQUE","year":2024,"lang":"fr","type":"article","venue":"Canadian social work review","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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"],"consensus_categories":[],"category_scores_codex":[0.004252546,0.0002643589,0.0003789397,0.0001348542,0.001723086,0.0002633178,0.0002590785,0.0006003795,0.0008095521],"category_scores_gemma":[0.0003841475,0.000311582,0.00023163,0.002144407,0.0007574495,0.0006926311,0.00002538933,0.0005953328,0.0002619006],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00231625,"about_ca_system_score_gemma":0.006685023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007523171,"about_ca_topic_score_gemma":0.1071748,"domain_scores_codex":[0.9939113,0.004462242,0.0004739033,0.0003561025,0.0003183582,0.0004781128],"domain_scores_gemma":[0.9983299,0.0008045461,0.0001866034,0.00009444025,0.0003092949,0.0002752349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001454283,0.00002700125,0.00002939303,0.0009397105,0.00005596336,0.00001144199,0.2992696,4.307443e-7,0.000002884394,0.2827961,0.3039293,0.1129368],"study_design_scores_gemma":[0.000105103,0.00001591624,0.001024934,0.00238234,0.0001661932,0.000004272411,0.2451532,0.00001214046,2.410419e-7,0.001134424,0.7497664,0.0002347792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009631881,0.1134037,0.0004092636,0.7495378,0.003278357,0.001263002,0.0002478369,0.0001286346,0.1220995],"genre_scores_gemma":[0.8743517,0.09307516,0.0004462573,0.006878168,0.004289395,0.0001315525,0.0006620038,0.00006052903,0.02010518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8647199,"threshold_uncertainty_score":0.9999336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06465566977646366,"score_gpt":0.3915585273432606,"score_spread":0.326902857566797,"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."}}