{"id":"W3175075241","doi":"10.36510/learnland.v14i1.1030","title":"Pedagogy in Theory and Practice","year":2021,"lang":"en","type":"article","venue":"LEARNing Landscapes","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Exposition (narrative); Narrative; Pedagogy; Sociology; Epistemology; Psychology; Linguistics; Philosophy; Literature; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02095856,0.001258097,0.00168085,0.003972536,0.006009745,0.02212291,0.002405834,0.005833674,0.009844027],"category_scores_gemma":[0.0176557,0.0006374248,0.0007587304,0.003491481,0.08765114,0.01413621,0.00698421,0.01029292,0.002210777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01118956,"about_ca_system_score_gemma":0.0124913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003924415,"about_ca_topic_score_gemma":0.002126144,"domain_scores_codex":[0.9743949,0.01963029,0.0009089155,0.002112538,0.002037901,0.0009154992],"domain_scores_gemma":[0.9774426,0.01691472,0.0007827929,0.002794377,0.00109396,0.0009714962],"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":[0.00000382382,0.00001999913,0.00008004079,0.0001492071,0.000005723747,0.00003348059,0.005437186,0.0002015913,0.00003540088,0.985633,0.002943376,0.005457195],"study_design_scores_gemma":[0.00001549939,0.00002635746,0.0001395495,0.0008114772,0.000004977239,0.00005375998,0.004394595,0.0003740899,0.0000919272,0.8148752,0.1792023,0.00001034881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007472176,0.04806501,0.1224607,0.1102244,0.005499673,0.0004709474,0.0001507807,0.000308022,0.7053483],"genre_scores_gemma":[0.7646666,0.03929913,0.1112738,0.02122021,0.005614901,0.002840456,0.0002686315,0.0005296026,0.05428664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02212291,"threshold_uncertainty_score":0.1108408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01746133462524642,"score_gpt":0.3086589785210873,"score_spread":0.2911976438958409,"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."}}