{"id":"W7039095072","doi":"","title":"Les effets de lâaccompagnement technopÃ©dagogique des enseignants sur leurs options pÃ©dagogiques, leurs pratiques et leur dÃ©veloppement professionnel","year":2016,"lang":"fr","type":"article","venue":"Digital Access to Libraries","topic":"Engineering and Test Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"University education; Information science; Context (archaeology)","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004344765,0.000931503,0.0007524226,0.0004764545,0.0003619645,0.002574161,0.001146983,0.0004961971,0.0001986603],"category_scores_gemma":[0.000630943,0.0007587697,0.0002039476,0.0006151345,0.0002935178,0.006807452,0.0007733925,0.0005126523,0.0001503901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005550361,"about_ca_system_score_gemma":0.0004547722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005588543,"about_ca_topic_score_gemma":0.0003408528,"domain_scores_codex":[0.9961372,0.0001953415,0.001035323,0.0007819716,0.0005051825,0.001344989],"domain_scores_gemma":[0.9976511,0.0006385705,0.000199161,0.000733451,0.000203083,0.000574659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001836489,0.00171379,0.3137856,0.006269902,0.001140206,0.0004107801,0.0250275,0.01647862,0.007487082,0.1678344,0.05588215,0.4037863],"study_design_scores_gemma":[0.004948725,0.001990965,0.4038266,0.03677426,0.0003027209,0.0003202975,0.007120766,0.003056162,0.242957,0.03134906,0.2596588,0.00769463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8226032,0.008064891,0.1474845,0.006945441,0.001666481,0.00162957,0.0006426397,0.003028381,0.007934988],"genre_scores_gemma":[0.9790509,0.001125023,0.009068357,0.0002028817,0.0003435368,0.0007010091,0.00007608633,0.0002647056,0.00916749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3960917,"threshold_uncertainty_score":0.9994863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427534088187093,"score_gpt":0.3078528784721273,"score_spread":0.165099469653418,"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."}}