{"id":"W4280625342","doi":"10.1177/01614681221086773","title":"Can Teacher Education Save Democracy?","year":2022,"lang":"en","type":"article","venue":"Teachers College Record The Voice of Scholarship in Education","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada; University of Ottawa","keywords":"Democracy; Democratic education; Politics; Accountability; Political science; Context (archaeology); Austerity; Literacy; Teacher education; Corporate governance; Sociology; Pedagogy; Public relations; Public administration; Law; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003438803,0.0001863464,0.000228675,0.0007604155,0.005457589,0.008909114,0.0006337784,0.003328759,0.01059254],"category_scores_gemma":[0.01061663,0.0001217053,0.0002506605,0.001026563,0.009951713,0.007052056,0.003413392,0.00591418,0.001363155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007104261,"about_ca_system_score_gemma":0.008667333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008037608,"about_ca_topic_score_gemma":0.01069593,"domain_scores_codex":[0.9962801,0.002251369,0.0000839938,0.0002593679,0.0003023666,0.0008228172],"domain_scores_gemma":[0.9929414,0.003869754,0.000806958,0.0003706589,0.0007957477,0.00121547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000676457,0.0001850102,0.009634324,0.0008104408,0.0000202437,0.0003403588,0.02623182,0.0003659987,0.0001184292,0.6603889,0.1941361,0.1077009],"study_design_scores_gemma":[0.00003709038,0.00004928309,0.008036609,0.002217609,0.00001666753,0.0001600648,0.0339578,0.000139763,0.0002502859,0.1211365,0.8339807,0.00001767637],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01250628,0.02336287,0.0004658672,0.8577265,0.00191614,0.00001345015,0.00006443886,0.00001968285,0.1039248],"genre_scores_gemma":[0.8188207,0.03556382,0.0008064362,0.1153121,0.003790027,0.00009766411,0.0000867649,0.00004696238,0.02547553],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01059254,"threshold_uncertainty_score":0.05154526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06024553828468876,"score_gpt":0.3639225287242937,"score_spread":0.3036769904396049,"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."}}