{"id":"W4381548989","doi":"10.22329/jtl.v17i1.7514","title":"The Complexities of Authority in the Classroom: Fostering Democracy for Student Learning","year":2023,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Democracy; Mathematics education; Pedagogy; Political science; Sociology; Psychology; Law; Politics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01388967,0.00006025683,0.0001722883,0.0001018543,0.002983403,0.0001163378,0.0002541606,0.00004102666,0.000002142835],"category_scores_gemma":[0.003764065,0.00003792709,0.00008346925,0.0001272683,0.0001450456,0.00009203243,0.00004130046,0.001411107,5.58761e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006066156,"about_ca_system_score_gemma":0.00008970631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004184821,"about_ca_topic_score_gemma":0.000145665,"domain_scores_codex":[0.997457,0.001596028,0.0003250812,0.0000711937,0.0003218899,0.0002287974],"domain_scores_gemma":[0.9952992,0.004237058,0.0003157637,0.00004530385,0.00005719934,0.00004549677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005580017,0.00005587249,0.1002652,0.00004655484,0.00004411496,0.000007072629,0.7463828,0.001530343,0.0001497272,0.02760189,0.001260741,0.1225999],"study_design_scores_gemma":[0.0002721599,0.0002722661,0.0352336,0.0001091391,0.00002125713,0.000006994078,0.7097083,0.0002897374,8.865841e-7,0.003942307,0.2500716,0.00007172924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867495,0.0005348495,0.0002116481,0.00681068,0.0003914056,0.00006579274,1.910036e-7,0.00001963981,0.005216293],"genre_scores_gemma":[0.9977891,0.0001217526,0.0003334738,0.00002664955,0.0004759929,0.0000021094,2.977482e-7,0.000006570373,0.00124402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2488109,"threshold_uncertainty_score":0.9983146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1802832266715685,"score_gpt":0.4480492778831962,"score_spread":0.2677660512116277,"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."}}