{"id":"W1497667731","doi":"10.21432/t21g6d","title":"School cultures, teachers, and technology transformation","year":2010,"lang":"fr","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Psychology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006539311,0.0001313191,0.0002337966,0.0009248917,0.0006250442,0.00007546442,0.0001781391,0.0007263341,0.0002539865],"category_scores_gemma":[0.001169824,0.0001301915,0.00002964475,0.0008013889,0.002327313,0.0002059519,0.000009146586,0.00254652,0.0000155524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008968628,"about_ca_system_score_gemma":0.001039345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002227426,"about_ca_topic_score_gemma":0.05958574,"domain_scores_codex":[0.9989959,0.0001102526,0.0002714807,0.0001354131,0.00009164699,0.0003952782],"domain_scores_gemma":[0.9989918,0.00004354802,0.0002103817,0.00006708554,0.0002410149,0.0004461618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003427469,0.00002515689,0.3408559,0.00003744887,0.0001324076,0.00003866087,0.1304111,9.595569e-7,0.0006635399,0.1239133,0.004458399,0.3994597],"study_design_scores_gemma":[0.000230301,0.0001131389,0.001070794,0.00005651272,0.0000459303,0.0003159069,0.2757981,0.000002927558,0.00005464449,0.00336043,0.7188401,0.0001113133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4973137,0.03233586,0.00002068224,0.4676053,0.000936285,0.00006118446,0.000001429512,0.00003139205,0.001694155],"genre_scores_gemma":[0.9928873,0.001603005,0.0004421902,0.0000676799,0.0002723379,0.000002308542,6.871751e-7,0.00001017013,0.004714284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7143816,"threshold_uncertainty_score":0.9997547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290090035406091,"score_gpt":0.3128945944347813,"score_spread":0.2899936940807205,"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."}}