{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00333619,0.000199933,0.0003248357,0.002014187,0.004234168,0.005532184,0.0005244238,0.0005949099,0.003749898],"category_scores_gemma":[0.01219605,0.0002783938,0.0002669636,0.002734323,0.005377504,0.003773644,0.003811536,0.001341104,0.0002734217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003572394,"about_ca_system_score_gemma":0.002935488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114243,"about_ca_topic_score_gemma":0.01444134,"domain_scores_codex":[0.9967499,0.001816544,0.0002241979,0.0003174456,0.0005141984,0.0003778377],"domain_scores_gemma":[0.9891645,0.006425576,0.002000533,0.000718145,0.0010451,0.0006460405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001078494,0.0004496784,0.2680966,0.0005178729,0.0000566663,0.0007371838,0.5474424,0.000717862,0.0008509398,0.06559204,0.0009661517,0.1144648],"study_design_scores_gemma":[0.00003002666,0.0002618701,0.2564717,0.0006648038,0.00006787157,0.0005522593,0.640702,0.0004830277,0.002841216,0.01313899,0.08470605,0.00008017677],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632444,0.00219811,0.002147059,0.001425933,0.0000452158,0.00003969189,0.00002585549,0.00001813127,0.03085565],"genre_scores_gemma":[0.9975539,0.0009509478,0.0002880055,0.00007745719,0.000008293479,0.0000161813,0.000009267993,0.000005640708,0.001090205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114243,"threshold_uncertainty_score":0.02591962,"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."}}