{"id":"W1567906807","doi":"10.4000/alsic.2322","title":"Analyse de Médiation, médiatisation et apprentissages","year":2004,"lang":"fr","type":"article","venue":"Alsic","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Political science; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002604901,0.000126811,0.0001472646,0.00008082455,0.0004662454,0.000071662,0.000172315,0.0002004889,0.0004872192],"category_scores_gemma":[0.0006794715,0.0001537718,0.00009387842,0.0005191424,0.0006609841,0.0004481291,0.00001407945,0.0001737757,0.0002825116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003049044,"about_ca_system_score_gemma":0.001000262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002841493,"about_ca_topic_score_gemma":0.0007629382,"domain_scores_codex":[0.9981164,0.0007840911,0.0002666173,0.0002486477,0.0002373282,0.0003469044],"domain_scores_gemma":[0.9986736,0.0007262863,0.0001872288,0.0001435866,0.0001470227,0.0001223401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[9.253254e-7,0.0001844132,0.04181246,0.00002219446,0.00008250926,7.39132e-7,0.09746025,0.002148923,0.00006122352,0.8419902,0.003005814,0.01323029],"study_design_scores_gemma":[0.0007979795,0.00007977335,0.5961753,0.0001320837,0.0002387973,0.000006412077,0.1348702,0.0001114308,0.0001354681,0.1890296,0.07792538,0.0004975892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8657069,0.006468645,0.005124104,0.09731454,0.003931562,0.0002289906,0.00002088314,0.00008908671,0.02111531],"genre_scores_gemma":[0.9800063,0.002809344,0.006037515,0.001675466,0.002769309,0.00003370906,0.00009688045,0.0000151759,0.006556306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6529607,"threshold_uncertainty_score":0.6270633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1700164239511464,"score_gpt":0.4632807078438209,"score_spread":0.2932642838926744,"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."}}