{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006404987,0.002476966,0.00242447,0.003325003,0.002242331,0.005968388,0.005256884,0.009592712,0.1323266],"category_scores_gemma":[0.0453604,0.0008837036,0.002383509,0.001640416,0.001872369,0.004872675,0.002247678,0.009358334,0.06151229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002688008,"about_ca_system_score_gemma":0.005488231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603361,"about_ca_topic_score_gemma":0.00245202,"domain_scores_codex":[0.9943733,0.000820192,0.0007458073,0.001000191,0.002477845,0.0005826658],"domain_scores_gemma":[0.9712729,0.00716426,0.002204038,0.001292067,0.01455561,0.003511124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001933347,0.000008299725,0.00002697031,0.0003478768,0.00000615305,0.00008274928,0.0000113367,0.00002148486,0.00003237935,0.0003275757,0.9911371,0.007978696],"study_design_scores_gemma":[0.00001871015,0.00001928088,0.0001895508,0.0006958547,0.000009512785,0.0001943815,0.00002988791,0.00003742604,0.00006417154,0.0005056406,0.9982221,0.00001355143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004535666,0.003585119,0.0001556017,0.03920992,0.9520672,0.00005437031,0.0002324928,0.00009493271,0.004555104],"genre_scores_gemma":[0.001264674,0.009053812,0.0004914805,0.08733267,0.8504679,0.0001650087,0.0003432769,0.0001584147,0.05072279],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1323266,"threshold_uncertainty_score":0.4426767,"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."}}