{"id":"W2736536314","doi":"","title":"Numéro spécial Scénariser l'apprentissage, une activité de modélisation","year":2008,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Humanities; Philosophy; Political 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":[0.004469757,0.001975801,0.002004505,0.001324538,0.001894978,0.009007718,0.002096632,0.004186621,0.02483691],"category_scores_gemma":[0.01445155,0.0009757734,0.002941186,0.001448238,0.004320442,0.008833408,0.005158495,0.008294567,0.003766997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00409565,"about_ca_system_score_gemma":0.002475696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143994,"about_ca_topic_score_gemma":0.007647006,"domain_scores_codex":[0.9962175,0.001857544,0.0001355609,0.0005900527,0.0009432909,0.0002560405],"domain_scores_gemma":[0.9958689,0.002322566,0.0001504675,0.0008457662,0.0005975093,0.0002148454],"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":[0.0001271327,0.0001095364,0.0003905713,0.0002556842,0.0000569906,0.000327075,0.0008853122,0.02674683,0.001387514,0.941757,0.008846966,0.01910942],"study_design_scores_gemma":[0.0001413362,0.00009142626,0.0007522575,0.0002865089,0.00005731741,0.0003877282,0.0005589144,0.2384305,0.002695333,0.5908895,0.1656242,0.00008496223],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02423315,0.003622058,0.8136092,0.01429199,0.003094939,0.0001366225,0.0005098089,0.0009246633,0.1395775],"genre_scores_gemma":[0.4692724,0.007043195,0.3126417,0.002413671,0.003262673,0.000840371,0.00131165,0.002102697,0.2011116],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02483691,"threshold_uncertainty_score":0.0830878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783750724034412,"score_gpt":0.2590845358523978,"score_spread":0.2312470286120537,"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."}}