{"id":"W3191228309","doi":"","title":"Fighting for Social Lives: Public versus Market Pedagogies","year":2021,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Critical and Liberation Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Critical reflection; Social justice; Critical pedagogy; Sociology; Reflection (computer programming); Pedagogy; Critical theory; Public relations; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01245631,0.000546856,0.0007972292,0.003366192,0.004013578,0.009344874,0.001217808,0.003211449,0.004308274],"category_scores_gemma":[0.01140874,0.0001966752,0.0004468292,0.002046724,0.02830338,0.01073024,0.004366754,0.004764235,0.0003961539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007466508,"about_ca_system_score_gemma":0.01093302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006160969,"about_ca_topic_score_gemma":0.01388176,"domain_scores_codex":[0.9923562,0.00586402,0.0001593269,0.0003088464,0.0008691203,0.0004424249],"domain_scores_gemma":[0.9890787,0.00922925,0.0005688164,0.0002677101,0.0005407356,0.0003147953],"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":[0.00001988326,0.00003367975,0.0002053867,0.002067263,0.00002170353,0.00007673525,0.02994777,0.00008266501,0.0001041346,0.889079,0.01043499,0.06792673],"study_design_scores_gemma":[0.0000410767,0.00006897834,0.001501111,0.01372948,0.0000454362,0.0002624433,0.07987081,0.0002050921,0.0003734105,0.2989753,0.6049002,0.00002659788],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01859342,0.5509141,0.007115589,0.2031913,0.003025464,0.0001029204,0.00003441704,0.00005317718,0.2169697],"genre_scores_gemma":[0.65259,0.305218,0.003051035,0.0245668,0.001798001,0.0002932671,0.00003811871,0.00008125471,0.0123635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01245631,"threshold_uncertainty_score":0.06587607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2249449194507439,"score_gpt":0.4917230015953639,"score_spread":0.2667780821446201,"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."}}