{"id":"W2995445313","doi":"","title":"La dimension socialedans le CECR: pistes pour scénariser,évaluer et valoriser l'apprentissage collaboratif","year":2009,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002088567,0.0003686222,0.00040562,0.002311651,0.001307934,0.0001399221,0.0005261782,0.0005729966,0.0001639509],"category_scores_gemma":[0.0004425441,0.0004631064,0.0002532767,0.007614431,0.001187196,0.001030735,0.00008533042,0.0005443633,0.00007911094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004716603,"about_ca_system_score_gemma":0.005184301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02769576,"about_ca_topic_score_gemma":0.008094019,"domain_scores_codex":[0.99481,0.003095136,0.0003151028,0.0006625121,0.0004499714,0.000667234],"domain_scores_gemma":[0.9974657,0.001197018,0.0003183255,0.0003075429,0.0005131997,0.0001981886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005253366,0.001838393,0.002934492,0.00007999755,0.0002837538,0.0000783219,0.2461274,0.00006259046,0.00008423456,0.7150447,0.01017236,0.0232412],"study_design_scores_gemma":[0.001069608,0.0001342418,0.001806238,0.0001350553,0.0002517012,0.000005460834,0.100692,0.00004790238,0.00005996818,0.0002126631,0.8951222,0.0004629887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1472633,0.00008322081,0.0005700672,0.0322869,0.002244354,0.0006847713,0.00008588984,0.0002238434,0.8165577],"genre_scores_gemma":[0.8399011,0.1451076,0.005400048,0.0008214334,0.001741074,0.000005214848,0.0001125043,0.00004821545,0.006862897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8849498,"threshold_uncertainty_score":0.9999923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08249891728654545,"score_gpt":0.3514696802346791,"score_spread":0.2689707629481336,"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."}}