{"id":"W4396537178","doi":"10.1515/9781438453637-002","title":"Preface","year":2014,"lang":"en","type":"book-chapter","venue":"SUNY Press eBooks","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005658903,0.0002491029,0.0003059682,0.00007706196,0.003301374,0.00008861093,0.0004515951,0.0006194721,0.000365685],"category_scores_gemma":[0.000002660794,0.0002178096,0.0001250064,0.000003878632,0.0004076848,0.00003642539,0.000003383448,0.0003710591,0.0002582071],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001727725,"about_ca_system_score_gemma":0.007075663,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08603691,"about_ca_topic_score_gemma":0.4784832,"domain_scores_codex":[0.9981984,0.0001160178,0.0002993713,0.0003854304,0.000493077,0.0005077239],"domain_scores_gemma":[0.9987483,0.0001140159,0.0002487551,0.0004487635,0.0001963409,0.0002438496],"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":[0.000004476391,0.000004721533,4.676504e-7,0.00005951691,0.00002076087,0.00000154548,0.1071411,2.046879e-7,1.041141e-7,0.8899217,0.00159658,0.001248793],"study_design_scores_gemma":[0.00007050721,0.00002483463,0.00000123135,0.00009057011,0.00003524596,7.486056e-7,0.00006160658,4.073776e-7,0.00002248294,0.02963053,0.9697827,0.0002791432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005484919,0.0005481403,0.00003058675,0.00003246101,0.001783305,0.0008327996,0.00001803796,0.0001569561,0.9965429],"genre_scores_gemma":[0.0005033705,0.002081498,0.00007635154,0.00006691832,0.002547966,0.000005460199,0.00001829771,0.00005528786,0.9946448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9681861,"threshold_uncertainty_score":0.9985533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03546930913095218,"score_gpt":0.297453478260533,"score_spread":0.2619841691295808,"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."}}