{"id":"W4281770650","doi":"10.3917/empa.126.0067","title":"La formation des travailleurs sociaux : quelques échos du Canada","year":2022,"lang":"fr","type":"article","venue":"Empan","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008417033,0.0001162468,0.000144502,0.00001715588,0.00245657,0.00009547074,0.000411763,0.00006181498,0.002433743],"category_scores_gemma":[0.0001226831,0.0001284902,0.00008133902,0.0006630159,0.0006289909,0.0005513928,0.00008588784,0.0002326714,0.00001660432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006195,"about_ca_system_score_gemma":0.001783225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9790682,"about_ca_topic_score_gemma":0.9883664,"domain_scores_codex":[0.9976726,0.0006141844,0.000198409,0.0001941921,0.0008448401,0.0004757337],"domain_scores_gemma":[0.9993706,0.0001543464,0.0001799859,0.00008768014,0.00005245057,0.0001549433],"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":[0.000006847501,0.00007209073,0.008558849,0.00002059746,0.00001647051,0.00003231498,0.2272567,0.0001130617,0.000006542279,0.06013536,0.5678911,0.13589],"study_design_scores_gemma":[0.0001040419,0.0000392782,0.03105734,0.00001015522,0.00001142874,0.000005781585,0.1110989,0.0001184601,0.000007673603,0.00351344,0.8538694,0.0001641405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8722633,0.006031657,0.00003460226,0.04107415,0.002902259,0.0001857504,0.0001234185,0.00004395625,0.0773409],"genre_scores_gemma":[0.9604359,0.0008984966,0.00003901161,0.001109852,0.0005230508,0.00002980294,0.00000524481,0.000009132127,0.03694956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2859783,"threshold_uncertainty_score":0.9988421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03994879537048734,"score_gpt":0.2948653995004537,"score_spread":0.2549166041299663,"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."}}