{"id":"W1543221413","doi":"10.1111/curi.12006","title":"Perspectives on Pedagogy","year":2013,"lang":"en","type":"article","venue":"Curriculum Inquiry","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Pedagogy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01453074,0.001116327,0.00172286,0.006401964,0.004271162,0.01709173,0.002506504,0.01116533,0.009871872],"category_scores_gemma":[0.02021937,0.0004565441,0.001214272,0.007090312,0.02195358,0.01979512,0.008304222,0.0140783,0.002438365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008931478,"about_ca_system_score_gemma":0.008881192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003040728,"about_ca_topic_score_gemma":0.003846245,"domain_scores_codex":[0.9825331,0.01115242,0.0007139501,0.001490974,0.003085912,0.001023595],"domain_scores_gemma":[0.9660338,0.02829487,0.001186694,0.00108941,0.00231641,0.001078828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002609531,0.00005588079,0.0002751805,0.002670366,0.00003434507,0.0002707789,0.01614822,0.000240544,0.0002834982,0.8828756,0.03718388,0.05993566],"study_design_scores_gemma":[0.0000133215,0.00003257358,0.0003419169,0.003783138,0.00001399778,0.0002521766,0.01140763,0.00009843465,0.0002049503,0.1862574,0.7975793,0.00001501127],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0017891,0.5713983,0.00316308,0.333708,0.01329796,0.00001687163,0.0000492802,0.00003033729,0.07654709],"genre_scores_gemma":[0.1221851,0.7257007,0.002906943,0.0989042,0.03087007,0.000242395,0.000107523,0.0001300212,0.01895315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01709173,"threshold_uncertainty_score":0.07684678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05137318430086899,"score_gpt":0.4447643522404688,"score_spread":0.3933911679395998,"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."}}