{"id":"W4318752790","doi":"","title":"Bilan et synthèse de la conférence","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","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":[0.01152898,0.001819841,0.001139525,0.01172833,0.004805995,0.01998038,0.002856208,0.003537717,0.1824667],"category_scores_gemma":[0.07150824,0.0006814334,0.002010013,0.009064215,0.002548297,0.00644813,0.005341969,0.005844683,0.04933638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008499023,"about_ca_system_score_gemma":0.01009706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285211,"about_ca_topic_score_gemma":0.0104422,"domain_scores_codex":[0.9832013,0.008472653,0.001002575,0.001567504,0.004970144,0.000785801],"domain_scores_gemma":[0.9606095,0.01621583,0.001156472,0.004813582,0.01494273,0.002261888],"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":[0.0005058344,0.0001939244,0.0007155361,0.003584354,0.0001599312,0.0002109951,0.003366442,0.002021991,0.001202315,0.1527502,0.5939264,0.2413622],"study_design_scores_gemma":[0.00005528218,0.00003357623,0.0004616549,0.001268059,0.00003788887,0.00008801415,0.001292338,0.0004877712,0.0007191755,0.008822096,0.9866985,0.00003562845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0149202,0.0533333,0.06255091,0.07958446,0.1175839,0.001349833,0.01820813,0.003961565,0.6485078],"genre_scores_gemma":[0.2081989,0.04478504,0.08376016,0.01002118,0.03662139,0.006031611,0.0306669,0.007148525,0.5727663],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1824667,"threshold_uncertainty_score":0.6104118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02664567817064921,"score_gpt":0.3204039903733633,"score_spread":0.2937583122027141,"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."}}