{"id":"W1603137906","doi":"10.14288/tci.v12i1.186501","title":"Teacher Education in Canada and Denmark in an Era of 'Neutrality'","year":2015,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Idealism; Ethos; Democracy; Ideology; Realism; Context (archaeology); Sociology; Neutrality; State (computer science); Agonism; Welfare state; Epistemology; Political science; Social science; Law; Politics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001791333,0.0001491835,0.0003641265,0.0004040964,0.0002537151,0.00001456797,0.0007685277,0.0001899664,0.001474216],"category_scores_gemma":[0.0001538433,0.0001768586,0.00008013767,0.0008819456,0.001218164,0.0002968148,0.0002141369,0.0004742014,0.00005075194],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005943507,"about_ca_system_score_gemma":0.00843743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863878,"about_ca_topic_score_gemma":0.9908921,"domain_scores_codex":[0.9972755,0.0005612791,0.000239952,0.0003413116,0.001077017,0.0005049431],"domain_scores_gemma":[0.9982225,0.0001240611,0.0002520689,0.0002939558,0.0006430787,0.0004643861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004256558,0.0005212435,0.8408781,0.00008758852,0.00004497184,0.00005324033,0.1472825,0.00006923133,0.000104107,0.001436306,0.002565841,0.00653128],"study_design_scores_gemma":[0.0007457715,0.0000666875,0.1070174,0.0001185985,0.00001619855,0.000001883805,0.8884139,0.00005154711,0.000006793481,0.00106136,0.00232456,0.0001752784],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703668,0.000182686,0.000003078718,0.0007774075,0.00005981986,0.0003143478,0.0002103744,0.000005036076,0.02808047],"genre_scores_gemma":[0.9902893,0.000104496,0.0001863392,0.0000157556,0.00003515856,1.115627e-7,0.0000175332,0.00001087415,0.009340443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7411315,"threshold_uncertainty_score":0.9994386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304480046315535,"score_gpt":0.2974763048737035,"score_spread":0.2644315044105481,"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."}}