{"id":"W2188705514","doi":"10.31686/ijier.vol2.iss7.206","title":"Pedagogic Discourse","year":2014,"lang":"en","type":"article","venue":"International Journal for Innovation Education and Research","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Globe; Quarter (Canadian coin); Human immunodeficiency virus (HIV); Class (philosophy); Sociology; Quality (philosophy); Social science; Public relations; Pedagogy; Medicine; Political science; History; Computer science; Epistemology; Family medicine; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005362317,0.0007673223,0.000429897,0.002504728,0.00738932,0.01112965,0.001296635,0.002942665,0.00817053],"category_scores_gemma":[0.009048352,0.0002204224,0.0002557576,0.002109831,0.01870796,0.007195344,0.005431992,0.004335971,0.001684193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007948899,"about_ca_system_score_gemma":0.006704295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002800938,"about_ca_topic_score_gemma":0.001798027,"domain_scores_codex":[0.9941669,0.003848201,0.0001927807,0.0004483383,0.0008966498,0.0004470618],"domain_scores_gemma":[0.9957004,0.002700232,0.0003392579,0.0003281844,0.0006013769,0.0003307445],"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":[0.000005326723,0.00002408521,0.0002892038,0.00008366612,0.000001723238,0.00009285874,0.08663621,0.00007814584,0.0002100902,0.8960723,0.004624655,0.01188176],"study_design_scores_gemma":[0.00001056215,0.00002623132,0.0004392127,0.0007431643,0.000004028438,0.0001934926,0.07660679,0.0003608167,0.0004968256,0.2412994,0.6798089,0.0000105699],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03288245,0.007259555,0.02590013,0.04722749,0.001681547,0.0002602898,0.0001846555,0.0001263408,0.8844776],"genre_scores_gemma":[0.8926256,0.00560321,0.01014353,0.005331394,0.000633039,0.0004612177,0.0002279858,0.0001058565,0.08486815],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01112965,"threshold_uncertainty_score":0.05767363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1852074377379921,"score_gpt":0.6094134843404492,"score_spread":0.424206046602457,"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."}}