{"id":"W4246966547","doi":"10.18357/tar32201211637","title":"Editor's Introduction","year":2012,"lang":"en","type":"article","venue":"The Arbutus Review","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Scholarship; Situated; Acknowledgement; Variety (cybernetics); Sociology; Reputation; Political science; Media studies; Environmental ethics; Public relations; Social science; Law; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002548098,0.00005529136,0.0001104282,0.00001352478,0.003164409,0.0000145946,0.0001794753,0.00003528117,0.000597535],"category_scores_gemma":[0.0000207311,0.0000305098,0.00004483008,0.0002047488,0.0001133491,0.0001884021,8.363413e-7,0.00009712869,0.001018027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000989429,"about_ca_system_score_gemma":0.001414475,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008650683,"about_ca_topic_score_gemma":0.02273416,"domain_scores_codex":[0.9987973,0.0004241212,0.0001490499,0.00007771666,0.0002098958,0.0003419486],"domain_scores_gemma":[0.9994496,0.0000573499,0.00008202179,0.0002321387,0.00007782202,0.0001010799],"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":[0.000001635345,0.0001006298,0.0001474152,0.0004778768,0.00001268344,6.688722e-8,0.1505456,1.234788e-7,6.462145e-7,0.480472,0.3591768,0.009064512],"study_design_scores_gemma":[0.00001274187,0.000004847415,0.0001236746,0.00008440609,0.00002394963,0.000001416998,0.0003425981,5.821027e-8,0.000004755331,0.0004010282,0.9989516,0.00004890881],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005620385,0.4960954,0.00004160926,0.05285731,0.05896546,0.001902343,0.000002125097,0.0001524883,0.3843628],"genre_scores_gemma":[0.006015443,0.8465647,0.0000662694,0.0006933337,0.1310455,0.000007456397,0.00000519882,0.000007389885,0.01559477],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6397748,"threshold_uncertainty_score":0.9997598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886162960444619,"score_gpt":0.3362036730910084,"score_spread":0.3173420434865622,"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."}}