{"id":"W2765175417","doi":"","title":"La remédiation numérique des savoirs critiques : enjeux formels et heuristiques","year":2017,"lang":"fr","type":"article","venue":"ORBi (University of Liège)","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Philosophy","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":[0.01223107,0.0008197434,0.0007648231,0.004614082,0.0103604,0.02095907,0.00192007,0.006148328,0.01828196],"category_scores_gemma":[0.05563532,0.0004477245,0.0005171625,0.004065664,0.02958688,0.01288339,0.007239193,0.005563555,0.001621609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01452002,"about_ca_system_score_gemma":0.01072104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02521374,"about_ca_topic_score_gemma":0.03316071,"domain_scores_codex":[0.9818711,0.01246851,0.0005072082,0.0009973611,0.003319904,0.0008359213],"domain_scores_gemma":[0.9750096,0.01576944,0.001528722,0.002907675,0.003943551,0.0008409648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004165652,0.00002288948,0.0006349105,0.0001052007,0.00001040014,0.000168837,0.04024155,0.0002081398,0.0001811659,0.9304047,0.009089774,0.01889079],"study_design_scores_gemma":[0.00005877448,0.00003483731,0.001528003,0.0007103108,0.00001968235,0.0004021512,0.03795131,0.001164215,0.0007897643,0.3928501,0.5644461,0.00004476562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1253973,0.02378265,0.04147196,0.1746272,0.004474499,0.00009718484,0.0001997255,0.0004935077,0.6294559],"genre_scores_gemma":[0.896274,0.003621565,0.01010853,0.002468529,0.001117768,0.0000985355,0.00004685181,0.0005230235,0.08574121],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02521374,"threshold_uncertainty_score":0.1053506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2150643238945971,"score_gpt":0.3273522553917957,"score_spread":0.1122879314971987,"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."}}