{"id":"W2313389967","doi":"10.12735/ier.v4i1p37","title":"Exploring Relations between Teachers' Beliefs, Instructional Practices, and Students' Beliefs in Statistics","year":2016,"lang":"en","type":"article","venue":"International Education Research","topic":"Educational Strategies and Epistemologies","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mathematics education; Psychology; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004761224,0.0002823459,0.0004234762,0.001304699,0.0008177022,0.002605548,0.0006275965,0.0005727785,0.00141007],"category_scores_gemma":[0.01862666,0.0004359926,0.0003604043,0.001210825,0.001502904,0.001010154,0.001477963,0.001648139,0.0001576123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001132202,"about_ca_system_score_gemma":0.001461756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005636149,"about_ca_topic_score_gemma":0.0116929,"domain_scores_codex":[0.9979675,0.0007067803,0.0001659547,0.000294023,0.0006169247,0.0002487626],"domain_scores_gemma":[0.964938,0.01836128,0.01018439,0.001444652,0.002570904,0.002500741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008996433,0.0007816897,0.9585949,0.00003455445,0.00006559079,0.00007869686,0.03019853,0.0001345233,0.00208091,0.000256983,0.00003582635,0.007647778],"study_design_scores_gemma":[0.0000066045,0.0002068628,0.9816097,0.00001766795,0.00002406125,0.00003415262,0.01664177,0.0004101563,0.0006252889,0.0001790788,0.000233113,0.00001147439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995604,0.00001741264,0.00010439,0.00001904911,7.659881e-7,0.000004018899,0.000005456833,0.000001142591,0.0002873581],"genre_scores_gemma":[0.9996538,0.00002590686,0.0001555608,0.000007028342,0.000001542381,0.0000113399,0.00001626597,9.899134e-7,0.0001274986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005636149,"threshold_uncertainty_score":0.02518004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4510332820831117,"score_gpt":0.5619382455507664,"score_spread":0.1109049634676547,"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."}}