{"id":"W4241564284","doi":"10.3138/9781442619241-009","title":"7. What Is the Use of the Past for Future Teachers? A Snapshot of Francophone Student Teachers in Ontario and Québec Universities","year":2014,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Snapshot (computer storage); French; Mathematics education; Sociology; Psychology; Geography; Computer science; Archaeology; Database","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":[0.0002323899,0.0001585339,0.0003785788,0.00002696126,0.000277871,0.00001826313,0.0005419218,0.0002744913,0.0002456535],"category_scores_gemma":[0.000006466938,0.0001342356,0.0001886689,0.00000296186,0.001127956,0.0001293161,0.0001280797,0.0002584054,1.082335e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108324,"about_ca_system_score_gemma":0.0009831259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9680716,"about_ca_topic_score_gemma":0.9930005,"domain_scores_codex":[0.9990641,0.00009982822,0.0001614086,0.0002154155,0.0003049712,0.0001542191],"domain_scores_gemma":[0.9989392,0.0002208313,0.0003557001,0.0002962177,0.0001245482,0.00006354179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007380817,0.00002450731,0.0008275322,0.0000311737,0.0001355222,6.72578e-7,0.9729601,0.000003123655,0.000002790359,0.01598893,0.006489481,0.003462345],"study_design_scores_gemma":[0.0003374742,0.00006159518,0.002037681,0.000128362,0.0001109198,9.870628e-8,0.1708202,4.295164e-7,0.000001690687,0.00003955577,0.8263533,0.0001087546],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09324225,0.008591316,0.00002100208,0.001630131,0.002319621,0.001555101,0.0001085356,0.00002557016,0.8925065],"genre_scores_gemma":[0.0263883,0.0008658702,0.0001148154,0.00006032453,0.0001487335,5.432838e-7,0.000003483841,0.00001451559,0.9724034],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8198637,"threshold_uncertainty_score":0.5473967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0671653127372084,"score_gpt":0.2735457589464222,"score_spread":0.2063804462092138,"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."}}