{"id":"W4212994063","doi":"10.7202/1086128ar","title":"LA REVUE CANADIENNE DE SERVICE SOCIAL : UN REFLET DU TRAVAIL SOCIAL CANADIEN CONTEMPORAIN","year":2021,"lang":"fr","type":"article","venue":"Canadian social work review","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social work; Humanities; Sociology; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004387813,0.0006036636,0.00135471,0.00007682458,0.006175947,0.0003231119,0.001237414,0.001104778,0.005224181],"category_scores_gemma":[0.0008818971,0.0007898346,0.0006918684,0.00708436,0.00148356,0.0003579208,0.000103546,0.00107495,0.0002821982],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008231311,"about_ca_system_score_gemma":0.01458636,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9451231,"about_ca_topic_score_gemma":0.9987389,"domain_scores_codex":[0.9911242,0.003106963,0.0009141722,0.0009988741,0.0005719098,0.003283894],"domain_scores_gemma":[0.9957317,0.0002739397,0.0006430286,0.0002775058,0.0007388872,0.002334982],"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":[0.000006754689,0.00005253377,0.002365876,0.001041853,0.0001526605,0.001356301,0.1198876,2.899099e-7,0.000002224504,0.0956231,0.5896434,0.1898673],"study_design_scores_gemma":[0.0003208771,0.00001584464,0.02188571,0.001397005,0.000299568,0.00004149717,0.02459238,0.000002280373,4.766646e-7,0.001432589,0.9491752,0.0008365175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04453637,0.1645472,0.000004016814,0.6647915,0.002313515,0.0006864746,0.0009445205,0.00006283951,0.1221136],"genre_scores_gemma":[0.7208605,0.06110671,0.0001986234,0.1038309,0.01822569,0.0002494926,0.0002302164,0.0002191768,0.09507868],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6763241,"threshold_uncertainty_score":0.9994553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03546963693894099,"score_gpt":0.2786922979586093,"score_spread":0.2432226610196683,"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."}}