{"id":"W4385598253","doi":"10.59962/9780774862844","title":"Transforming the Canadian History Classroom","year":2020,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Computer science; Genealogy; History","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":[],"consensus_categories":[],"category_scores_codex":[0.0002534513,0.00009672259,0.0003289291,0.00004046794,0.001170434,0.00009141141,0.0008328301,0.000455297,0.0006341877],"category_scores_gemma":[0.00003583989,0.0002138843,0.0002251426,0.00001155162,0.001527226,0.00005392119,0.0000373534,0.0006379537,0.00001035974],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003611181,"about_ca_system_score_gemma":0.01036046,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962667,"about_ca_topic_score_gemma":0.9996992,"domain_scores_codex":[0.9985659,0.0001410509,0.0001518291,0.0003235852,0.0004466121,0.0003710175],"domain_scores_gemma":[0.9989262,0.0001123193,0.0001524827,0.0001979545,0.000150634,0.0004603754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003208743,0.000006748305,0.0000127275,0.0000403248,0.00004996017,0.0001225063,0.02833305,1.90342e-7,2.500911e-7,0.006674771,0.9487941,0.01596215],"study_design_scores_gemma":[0.0001534657,0.00002619776,0.00003086009,0.0001226046,0.0001169349,0.000002888228,0.00325265,9.217616e-7,2.618204e-8,0.0004943485,0.9955786,0.0002205405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005833359,0.0009757329,0.000005667954,0.0002745785,0.0008588277,0.0003248947,0.0002098129,0.00007330741,0.9972188],"genre_scores_gemma":[0.006657857,0.0001579599,0.00004702606,0.0002124441,0.0003381605,6.475993e-7,0.0000186255,0.00002359695,0.9925437],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04678446,"threshold_uncertainty_score":0.9952499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06593158355780523,"score_gpt":0.2365566334301512,"score_spread":0.170625049872346,"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."}}