{"id":"W44888307","doi":"10.4000/dms.532","title":"Panoramique MOOC","year":2014,"lang":"fr","type":"article","venue":"Distances et médiations des savoirs","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Humanities; Art","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":[0.001164957,0.0004327212,0.0002453709,0.0004752838,0.00365237,0.003501665,0.0005854417,0.0007167755,0.08645267],"category_scores_gemma":[0.003740262,0.0001271056,0.0002038798,0.0004014791,0.0007583791,0.001763772,0.003539488,0.001435483,0.01958428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001628619,"about_ca_system_score_gemma":0.002687152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01261648,"about_ca_topic_score_gemma":0.02101846,"domain_scores_codex":[0.9988418,0.0003000092,0.00003534974,0.0001792293,0.0003684536,0.0002752068],"domain_scores_gemma":[0.9984813,0.0001191439,0.00007173131,0.0001606482,0.0004571613,0.0007099429],"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":[0.0005943834,0.0007686418,0.006956074,0.0006795569,0.00002628899,0.0006679853,0.0201051,0.0001934107,0.005957721,0.07685594,0.3631182,0.5240766],"study_design_scores_gemma":[0.00001478131,0.0001337723,0.006243967,0.00009736187,0.000005178452,0.0001199077,0.004051987,0.0001260572,0.0006254939,0.001672635,0.9868954,0.00001349329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1177137,0.001813883,0.008601807,0.01192818,0.005925938,0.000962348,0.001741559,0.00132023,0.8499925],"genre_scores_gemma":[0.3814852,0.001284231,0.006451835,0.003954245,0.0008984723,0.0006419892,0.001130563,0.0004501196,0.6037034],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.08645267,"threshold_uncertainty_score":0.2892129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2020323099387997,"score_gpt":0.4436066129846755,"score_spread":0.2415743030458757,"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."}}