{"id":"W4414150813","doi":"10.7202/1119418ar","title":"Innover par nécessité : le cas des stages d’actions sociales à l’Université de Moncton","year":2024,"lang":"fr","type":"article","venue":"Reflets Revue d’intervention sociale et communautaire","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Perspective (graphical); Context (archaeology); Subject (documents); Focus (optics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.007804873,0.000428156,0.0003549219,0.0008825908,0.009450992,0.0112778,0.001509469,0.004886915,0.01288418],"category_scores_gemma":[0.01503437,0.000444616,0.0008888452,0.001055077,0.008009008,0.005530413,0.007106774,0.004262242,0.0008732308],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01684025,"about_ca_system_score_gemma":0.01569248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09321176,"about_ca_topic_score_gemma":0.1328201,"domain_scores_codex":[0.9906441,0.004554005,0.0001938429,0.0006360409,0.001341098,0.00263098],"domain_scores_gemma":[0.9862387,0.006937212,0.001287722,0.0007025294,0.001301207,0.003532561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004228474,0.0003958232,0.0417195,0.0001723407,0.00005760261,0.004073686,0.1462445,0.001831209,0.002687655,0.7660099,0.004622347,0.03176267],"study_design_scores_gemma":[0.0001789457,0.0007814346,0.1550403,0.0005793822,0.0001018446,0.00231263,0.2962663,0.00831489,0.004410384,0.1537269,0.3780145,0.0002724459],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8364449,0.0007330923,0.007151295,0.0241069,0.0001150555,0.0001275142,0.0001190348,0.00004807188,0.1311542],"genre_scores_gemma":[0.9769936,0.0001252802,0.002120355,0.0003444088,0.00001724662,0.00005012674,0.00002709475,0.00001914002,0.02030269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9831597,"threshold_uncertainty_score":0.1853384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09862231450262689,"score_gpt":0.3855758920574249,"score_spread":0.2869535775547981,"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."}}