{"id":"W2341440450","doi":"","title":"Selected Canadian Preservice Teachers: An Analysis of Values.","year":2013,"lang":"en","type":"article","venue":"Teacher education & practice","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics education; Pedagogy; Psychology; Teacher education; Sociology","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":[0.001024009,0.0002612867,0.0002799392,0.004313447,0.008427572,0.0020871,0.0008864145,0.0003857397,0.004573727],"category_scores_gemma":[0.005103637,0.0002257542,0.000153365,0.01044631,0.001254345,0.000474891,0.001106025,0.0007105319,0.000390677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04354924,"about_ca_system_score_gemma":0.07783187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9793165,"about_ca_topic_score_gemma":0.9942324,"domain_scores_codex":[0.9983057,0.0001416928,0.00004423461,0.0000867194,0.000672815,0.0007487977],"domain_scores_gemma":[0.9930024,0.0006297136,0.0005428331,0.00008755227,0.003837239,0.001900189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002208152,0.0001833827,0.6585054,0.0002147621,0.00001933802,0.000903205,0.2229921,0.0000970257,0.0009864108,0.002674568,0.01671192,0.09649109],"study_design_scores_gemma":[0.000006916857,0.00004789548,0.7111046,0.0001119215,0.00001256526,0.0001847775,0.2613949,0.00007711476,0.0002919874,0.0001164628,0.02662499,0.00002581213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813913,0.0008316588,0.0001077027,0.0007117667,0.00001867692,0.00007957202,0.001175666,0.0000102096,0.01567334],"genre_scores_gemma":[0.9916966,0.0008208811,0.0001729158,0.0001117885,0.000004053821,0.00003079013,0.0004573347,0.00001014234,0.006695534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04354924,"threshold_uncertainty_score":0.3159733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272611175224305,"score_gpt":0.3068875201714845,"score_spread":0.2741614084192415,"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."}}