{"id":"W1603867911","doi":"10.37119/ojs2013.v19i2.134","title":"Locating Difference With Teacher Candidates","year":2014,"lang":"en","type":"article","venue":"in education","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Significant difference; Social justice; Privilege (computing); Mathematics education; Equity (law); Subject (documents); Dominance (genetics); Pedagogy; Teacher education; Sociology; Teaching method; Psychology; Political science; Social science; Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005621995,0.0003537968,0.0004982862,0.0008193174,0.02087412,0.007682037,0.0009896528,0.002206096,0.01402861],"category_scores_gemma":[0.01603562,0.0003000208,0.00038313,0.0005661845,0.0110356,0.006575117,0.01009152,0.005283826,0.002323521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003272231,"about_ca_system_score_gemma":0.004617175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003219392,"about_ca_topic_score_gemma":0.005516416,"domain_scores_codex":[0.9905061,0.006344518,0.0002217859,0.0005364387,0.0007906289,0.001600519],"domain_scores_gemma":[0.9934762,0.002043768,0.0006472485,0.0005137295,0.0007290666,0.002590035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007665284,0.0001615183,0.01427752,0.0001670961,0.000009021362,0.00157045,0.7830369,0.0001029887,0.002238309,0.09556159,0.02869021,0.07410768],"study_design_scores_gemma":[0.00001325804,0.0002309232,0.003167211,0.000299241,0.000008161993,0.001565365,0.6272152,0.0001179854,0.0007066858,0.01002717,0.3566204,0.00002827789],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5874774,0.004329424,0.02668645,0.1234898,0.003124029,0.0002534913,0.00005468814,0.0002635888,0.2543212],"genre_scores_gemma":[0.9580071,0.0007617532,0.002995051,0.004218943,0.0001567645,0.00006895365,0.0000184842,0.00007111214,0.03370184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02087412,"threshold_uncertainty_score":0.04693037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04632256986001386,"score_gpt":0.3660200444503137,"score_spread":0.3196974745902998,"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."}}