{"id":"W2935994253","doi":"10.1007/s10857-019-09430-7","title":"Exploring the relationship between mathematics teachers’ implicit associations and their enacted practices","year":2019,"lang":"en","type":"article","venue":"Journal of Mathematics Teacher Education","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Philosophy of education; Mathematics education; Pedagogy; Sociology; Higher education; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006453644,0.0001367022,0.0002546274,0.0002162146,0.0005805038,0.0003164696,0.0003184243,0.00009098428,0.0001262234],"category_scores_gemma":[0.01712635,0.0000944877,0.00007718698,0.0005220585,0.00009687132,0.001561347,0.00002690332,0.0007974895,0.00005305144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479091,"about_ca_system_score_gemma":0.0008673685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001662353,"about_ca_topic_score_gemma":0.00002788274,"domain_scores_codex":[0.9979762,0.000618321,0.0006524425,0.0001174099,0.000439522,0.0001960972],"domain_scores_gemma":[0.9894531,0.006281651,0.003363749,0.0002258128,0.0005838824,0.00009179131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000002058437,0.0007737187,0.4251086,0.00005152395,0.00009199733,6.860677e-8,0.5120457,0.000002624279,0.0001456035,0.05456941,0.001401175,0.00580759],"study_design_scores_gemma":[0.0001475052,0.00004283207,0.5060039,0.0001295691,0.0001059021,0.000009604635,0.4353895,0.00001476189,0.00003177573,0.01260639,0.04537123,0.0001469601],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9724276,0.0001407652,0.0006059659,0.01384498,0.0006737172,0.0003129481,0.000001251487,0.00002541857,0.01196736],"genre_scores_gemma":[0.9885863,0.00006188028,0.005636983,0.00009260327,0.000856935,0.00001731457,0.000004307093,0.00002179882,0.004721866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08089533,"threshold_uncertainty_score":0.9911528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3265587933372497,"score_gpt":0.4493413321905673,"score_spread":0.1227825388533176,"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."}}