{"id":"W2413293531","doi":"","title":"Key issues in information technology and teacher training in Canada","year":2016,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Training (meteorology); Key (lock); Information technology; Computer science; Engineering ethics; Knowledge management; Political science; Engineering; Geography; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.0006774478,0.0001781163,0.0002022245,0.001291583,0.0002033347,0.00009515227,0.0005246428,0.0005017786,0.0002937824],"category_scores_gemma":[0.001243567,0.000167757,0.00005466498,0.0010066,0.0004163821,0.002572747,0.00005943017,0.0003792618,0.00002626992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001787677,"about_ca_system_score_gemma":0.005163452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08935503,"about_ca_topic_score_gemma":0.3225993,"domain_scores_codex":[0.998409,0.00003849875,0.0006871774,0.0002037606,0.0002992892,0.0003622451],"domain_scores_gemma":[0.9986494,0.00007689399,0.0003585951,0.0002030223,0.0006535376,0.00005855401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009788302,0.00003920798,0.08032129,0.000009814264,0.00001726563,4.699729e-8,0.01855782,0.000001011713,0.00005430161,0.6101283,0.003595252,0.2872659],"study_design_scores_gemma":[0.0009848373,0.0000351113,0.01262437,0.0001689319,0.000009746499,0.000005697567,0.4075523,0.0003824825,0.000368552,0.08847247,0.4890407,0.0003547261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6444952,0.0001744224,0.008148199,0.3170408,0.001674321,0.001339017,0.00005112733,0.0004421609,0.02663472],"genre_scores_gemma":[0.992973,0.0003480373,0.003838118,0.0007012117,0.00006793697,0.0007131497,0.00008598262,0.000007445013,0.001265128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5216558,"threshold_uncertainty_score":0.916709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02101439772278493,"score_gpt":0.3184084581229372,"score_spread":0.2973940604001523,"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."}}