{"id":"W4405515895","doi":"","title":"Karuta 2.2 : un outil communautaire pour découvrir votre scénario ePortfolio","year":2017,"lang":"fr","type":"article","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":"HEC Montréal","funders":"","keywords":"Geology","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":[0.002868579,0.001904947,0.0007518102,0.001408592,0.001181146,0.003815899,0.001426484,0.001752318,0.08710151],"category_scores_gemma":[0.01065131,0.0006903401,0.00109487,0.0005009799,0.0006043896,0.002877831,0.003021214,0.002329171,0.02935007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005739472,"about_ca_system_score_gemma":0.001414561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005522753,"about_ca_topic_score_gemma":0.007005125,"domain_scores_codex":[0.9975656,0.001024366,0.0001360507,0.0003704645,0.000702573,0.0002009798],"domain_scores_gemma":[0.9956736,0.002498049,0.0001109074,0.0006253974,0.0007358644,0.0003561572],"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":[0.00325103,0.0008598765,0.005404055,0.00320087,0.000249486,0.005263749,0.01150105,0.03953203,0.06556212,0.04621711,0.4336756,0.385283],"study_design_scores_gemma":[0.0003940377,0.0004000452,0.002909109,0.0005332064,0.00009095266,0.001329679,0.002724421,0.2064433,0.03779278,0.01679039,0.7303321,0.0002599762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.02786808,0.0004370208,0.7409016,0.001309573,0.001675222,0.001260826,0.01045786,0.1476271,0.06846276],"genre_scores_gemma":[0.2366669,0.0005955152,0.5724001,0.0007720266,0.0004109609,0.002619851,0.03275339,0.04737341,0.1064079],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.08710151,"threshold_uncertainty_score":0.2913836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462628369346347,"score_gpt":0.2905742766545531,"score_spread":0.2659479929610896,"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."}}