{"id":"W3120633638","doi":"10.5206/mf.v6i1.13532","title":"Les modèles à suivre","year":2021,"lang":"fr","type":"article","venue":"Mouvances Francophones","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Mod; Humanities; Art; Philosophy; Mathematics; Combinatorics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004489785,0.001507675,0.0006653344,0.001380049,0.002281397,0.007129745,0.001983196,0.003723355,0.02593746],"category_scores_gemma":[0.0158682,0.0006877921,0.002450085,0.001795965,0.0045745,0.008615776,0.002442519,0.004732444,0.004876334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004185522,"about_ca_system_score_gemma":0.004589864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01786765,"about_ca_topic_score_gemma":0.01388659,"domain_scores_codex":[0.9963505,0.001828097,0.0001754631,0.0004488064,0.0009966093,0.0002005486],"domain_scores_gemma":[0.9943079,0.003139491,0.0002564839,0.0008301294,0.001195786,0.0002702772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001956809,0.00002888575,0.0002287156,0.0001087348,0.00001642784,0.00009268889,0.0006952548,0.003521818,0.000158908,0.9684752,0.009807317,0.01684648],"study_design_scores_gemma":[0.00002950793,0.00003964241,0.0002965962,0.0004499072,0.00003089807,0.0002712531,0.0008185383,0.01905441,0.0005212549,0.6496109,0.3288364,0.00004071935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.008506242,0.008513056,0.6804995,0.03928642,0.003534828,0.0002057685,0.0007866287,0.001043254,0.2576243],"genre_scores_gemma":[0.3486588,0.01568646,0.4551949,0.005114836,0.001761243,0.001226524,0.001534312,0.0008704344,0.1699525],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02593746,"threshold_uncertainty_score":0.08676946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2066495957297205,"score_gpt":0.4373409694432139,"score_spread":0.2306913737134934,"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."}}