{"id":"W4387609149","doi":"10.21810/sfuer.v14i1.1227","title":"Fighting for Social Lives","year":2021,"lang":"en","type":"article","venue":"SFU Educational Review","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capilano University","funders":"","keywords":"Social justice; Critical reflection; Sociology; Reflection (computer programming); Critical pedagogy; Pedagogy; Critical theory; Public relations; Political science; Social science; Law","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":[0.00812283,0.0005535241,0.0006115638,0.001795971,0.006879616,0.01124469,0.001265318,0.004370803,0.008225491],"category_scores_gemma":[0.006708733,0.0001545933,0.0004886576,0.001081687,0.03224001,0.01132273,0.007243417,0.007125597,0.001303426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006459336,"about_ca_system_score_gemma":0.01280006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00572753,"about_ca_topic_score_gemma":0.009681776,"domain_scores_codex":[0.9945788,0.00369222,0.0001085275,0.0003972275,0.0006679622,0.0005552919],"domain_scores_gemma":[0.996233,0.00218456,0.0003059312,0.0003126929,0.0004539898,0.0005097437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007870472,0.00001648604,0.0001560852,0.000444549,0.00001534011,0.00006768941,0.01767496,0.00007244194,0.00009705885,0.9109528,0.02641982,0.04407493],"study_design_scores_gemma":[0.00001140306,0.00002443024,0.0004554167,0.00196965,0.00001067856,0.0001417151,0.02804192,0.00005667154,0.0001484216,0.2137854,0.7553415,0.00001260207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01934085,0.1985751,0.008062759,0.2960554,0.004226679,0.0001039858,0.0000626932,0.0001231493,0.4734495],"genre_scores_gemma":[0.7280279,0.1482379,0.005198149,0.05499483,0.002554059,0.0002804535,0.0001057798,0.0001430917,0.0604578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01124469,"threshold_uncertainty_score":0.046866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06129370926601908,"score_gpt":0.4344258895310776,"score_spread":0.3731321802650585,"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."}}