{"id":"W2946938708","doi":"","title":"Les environnements d’apprentissages riches en technologie et leur impact sur les compétences du 21e siècle","year":2018,"lang":"fr","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; Art; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001263908,0.0001616501,0.0002092974,0.00006670271,0.002313106,0.00006166021,0.001132416,0.000294873,0.0003068235],"category_scores_gemma":[0.0005720594,0.0001144942,0.0002438166,0.0003653868,0.002507239,0.0002751063,0.00009570872,0.0003078491,0.00001600182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003089969,"about_ca_system_score_gemma":0.00151159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5135644,"about_ca_topic_score_gemma":0.5207732,"domain_scores_codex":[0.9987436,0.000204701,0.0003234977,0.0001722608,0.0002272143,0.0003287293],"domain_scores_gemma":[0.9982255,0.0003777505,0.0005026427,0.0003613819,0.0004730959,0.00005959337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002749579,0.0006534879,0.2707937,0.0001278358,0.000892622,5.351108e-8,0.248979,0.000198744,0.0001348081,0.1198439,0.04059721,0.3177511],"study_design_scores_gemma":[0.0004594368,0.0008543993,0.3891554,0.000189799,0.0002969373,0.000001198419,0.5651833,0.0009262069,0.0003263878,0.005732955,0.03659304,0.0002808457],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967423,0.0009690762,0.0001573706,0.02679433,0.001144669,0.001058141,0.00007300594,0.00002301338,0.002357386],"genre_scores_gemma":[0.9952084,0.0002568234,0.0002814158,0.00008941646,0.0001164322,0.00004924196,0.000009878586,0.000008635388,0.003979773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3174703,"threshold_uncertainty_score":0.9989858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05086662253597339,"score_gpt":0.3226328547120059,"score_spread":0.2717662321760325,"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."}}