{"id":"W4402165961","doi":"10.52289/hej11.209","title":"An exploratory study of epistemological stances among teachers and secondary IV history students in Quebec","year":2024,"lang":"en","type":"article","venue":"Historical Encounters A journal of historical consciousness historical cultures and history education","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exploratory research; Psychology; Mathematics education; Exploratory analysis; Pedagogy; Sociology; Epistemology; Social science; Computer science; Philosophy; Data science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002800701,0.0004594283,0.0007703053,0.002460758,0.01607768,0.005960391,0.001978296,0.001466092,0.004990417],"category_scores_gemma":[0.005251383,0.0006318104,0.0003168758,0.002760489,0.007497057,0.001817744,0.0030574,0.002801417,0.0005185792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04311805,"about_ca_system_score_gemma":0.02609825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574261,"about_ca_topic_score_gemma":0.9847301,"domain_scores_codex":[0.9976042,0.0005739282,0.00005930992,0.0002753073,0.000510071,0.0009771649],"domain_scores_gemma":[0.9942966,0.001547644,0.000645718,0.000144653,0.001788122,0.001577163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003826714,0.0001232564,0.05896382,0.00003811355,0.000006285525,0.0003538918,0.9328615,0.00002330357,0.001024908,0.0006108247,0.0008348111,0.005120951],"study_design_scores_gemma":[0.000004630035,0.00005023745,0.07898536,0.00007508285,0.000005903139,0.00005493174,0.913589,0.0001199119,0.0002019259,0.00008688642,0.006804822,0.00002130316],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964234,0.0001128715,0.00008828174,0.0004159722,0.000008788737,0.00003458604,0.00007936212,0.000004468845,0.002832232],"genre_scores_gemma":[0.9938066,0.0001186544,0.00009229961,0.0002712816,0.000004169339,0.00003403758,0.00007348339,0.000007346653,0.00559222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04311805,"threshold_uncertainty_score":0.3128448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03026040039711167,"score_gpt":0.3141292263405618,"score_spread":0.2838688259434501,"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."}}