{"id":"W2624788582","doi":"","title":"Aider à apprendre de manière autonome","year":2010,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de 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":[0.004712638,0.001219018,0.00070517,0.001529795,0.004284341,0.004620097,0.001322753,0.003411443,0.06432103],"category_scores_gemma":[0.01029314,0.0004775117,0.0007259148,0.0008948138,0.001654177,0.002916324,0.004312494,0.004703506,0.0159672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004072083,"about_ca_system_score_gemma":0.01503004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06490984,"about_ca_topic_score_gemma":0.07611502,"domain_scores_codex":[0.9952548,0.001334145,0.0001552665,0.0005794778,0.00135874,0.001317581],"domain_scores_gemma":[0.9928355,0.001376569,0.0005582252,0.0006090298,0.001786353,0.002834304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005060337,0.001125971,0.02898915,0.000633136,0.0001852195,0.003685529,0.00574616,0.001199476,0.007229833,0.06548388,0.3162763,0.5689393],"study_design_scores_gemma":[0.0001021853,0.0002427764,0.01986552,0.0004243448,0.0000693563,0.002093902,0.001894981,0.000569924,0.00108154,0.003306455,0.9702989,0.00005008612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1145164,0.03197376,0.03147626,0.2670039,0.01458259,0.0004501345,0.0009526513,0.0040263,0.535018],"genre_scores_gemma":[0.2907195,0.0133137,0.01956021,0.02063298,0.004847287,0.0001842185,0.0006829121,0.0004684629,0.6495908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06490984,"threshold_uncertainty_score":0.2151753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03782653660907184,"score_gpt":0.2819802305979102,"score_spread":0.2441536939888384,"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."}}