{"id":"W1805264773","doi":"10.3166/ds.9.541-564","title":"Connectivisme et formation en ligne. étude de cas d’une formation initiale d’enseignants du secondaire en Ontario","year":2011,"lang":"fr","type":"article","venue":"Distances et savoirs","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000892793,0.0002474838,0.0002609693,0.0001164317,0.000420449,0.0002069597,0.0003683495,0.0003085012,0.0005787197],"category_scores_gemma":[0.0004319989,0.0002573025,0.000116655,0.0004125564,0.0004922787,0.003912641,0.00007119924,0.0003304075,0.000210736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119141,"about_ca_system_score_gemma":0.0006853623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02691377,"about_ca_topic_score_gemma":0.5398608,"domain_scores_codex":[0.9981225,0.0003526217,0.0004498105,0.0002688881,0.0003180745,0.0004880641],"domain_scores_gemma":[0.998847,0.0003307234,0.0003238254,0.0002239784,0.0001448807,0.0001295714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003031413,0.0001925463,0.003203297,0.00008552735,0.0000220211,0.000009260522,0.7190307,0.000008164689,0.00001541984,0.2566172,0.00159112,0.01919441],"study_design_scores_gemma":[0.0005981748,0.0002944699,0.04902164,0.000341357,0.00005006827,0.00003693155,0.6842602,0.0001187518,0.002090055,0.1192298,0.1433506,0.0006078496],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6984347,0.0005487055,0.001988741,0.008205123,0.0008503392,0.0003242371,0.00006299619,0.0002146272,0.2893706],"genre_scores_gemma":[0.9948189,0.0008006108,0.0006182046,0.0009364027,0.00009344021,0.00007356882,0.00007987613,0.00001898632,0.002560016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.512947,"threshold_uncertainty_score":0.9999879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06132229197526892,"score_gpt":0.2963287331885578,"score_spread":0.2350064412132889,"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."}}