{"id":"W7106508314","doi":"10.5683/sp3/gcihus","title":"Processus de recension systématique sur les pratiques de conception pédagogique de l'apprentissage expérientiel dans un contexte d'enseignement supérieur 2000-2024","year":2025,"lang":"fr","type":"dataset","venue":"R-libre (Université Téluq)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Context (archaeology); Subject (documents); Identity (music); Field (mathematics)","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":[0.002088009,0.0008171752,0.0004676781,0.003674601,0.0009664647,0.002252482,0.001524985,0.00155373,0.01572446],"category_scores_gemma":[0.01429237,0.0003543473,0.000779541,0.005666909,0.0004535347,0.002117577,0.001666754,0.001854015,0.01595753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00391015,"about_ca_system_score_gemma":0.003910687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.116526,"about_ca_topic_score_gemma":0.1447667,"domain_scores_codex":[0.9980889,0.0004900425,0.0001890704,0.0004548229,0.0005473325,0.0002298562],"domain_scores_gemma":[0.9917173,0.003611802,0.0006303872,0.0009456332,0.002688014,0.0004069452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003755405,0.0001394077,0.02307666,0.001158023,0.00004743699,0.00006365473,0.001401521,0.001652585,0.0006781948,0.0062588,0.9335952,0.03155302],"study_design_scores_gemma":[0.0001620699,0.00005804001,0.1028353,0.0004734551,0.00004605494,0.00007269788,0.002450121,0.002741428,0.002154009,0.003058864,0.8858625,0.00008530466],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008359525,0.0002145382,0.0009531868,0.0006653735,0.00007355898,0.00008268542,0.9827749,0.0005649842,0.006311206],"genre_scores_gemma":[0.01845206,0.0001538762,0.003695467,0.00009669637,0.00001858721,0.0005530145,0.9693756,0.0001142526,0.007540405],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.116526,"threshold_uncertainty_score":0.2316954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024921866973961,"score_gpt":0.2335577365487475,"score_spread":0.2233085178790079,"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."}}