{"id":"W4377694426","doi":"10.3917/vst.158.0129","title":"Mettre l’usager au centre","year":2023,"lang":"fr","type":"article","venue":"VST - Vie sociale et traitements","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003394899,0.0004665375,0.0003991631,0.0009015572,0.003698085,0.005507756,0.001046578,0.002011951,0.01779513],"category_scores_gemma":[0.008507288,0.000373734,0.0006757259,0.0009202855,0.003498258,0.00477372,0.004336142,0.001916772,0.004956793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473871,"about_ca_system_score_gemma":0.002589322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004830054,"about_ca_topic_score_gemma":0.01008584,"domain_scores_codex":[0.9941518,0.002962053,0.0002076942,0.0007102608,0.001235176,0.0007330138],"domain_scores_gemma":[0.9918298,0.001701371,0.001613794,0.001538714,0.001731844,0.0015845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003622391,0.0008566903,0.07756905,0.0009097913,0.0002127756,0.00296918,0.2513869,0.0008222815,0.02561662,0.1933435,0.04173857,0.4042124],"study_design_scores_gemma":[0.00005022105,0.0007509827,0.06545808,0.0006528049,0.0001416065,0.002592592,0.1103963,0.001757459,0.006814591,0.04428522,0.7668745,0.0002256281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.547244,0.001261751,0.05370432,0.0146647,0.0005784197,0.0003009735,0.0002514136,0.0008567055,0.3811378],"genre_scores_gemma":[0.9021718,0.0005179337,0.0146536,0.00168334,0.0001494062,0.0001453429,0.0001327125,0.0002231287,0.08032277],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01779513,"threshold_uncertainty_score":0.05953062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0704863767848209,"score_gpt":0.3657913964209735,"score_spread":0.2953050196361526,"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."}}