{"id":"W3017180171","doi":"10.11647/obp.0186","title":"Living Earth Community","year":2020,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Storytelling; Indigenous; Environmental ethics; Discipline; Traditional knowledge; Politics; Sociology; Reading (process); Ecology; Narrative; Social science; Political science; Biology; Literature","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002654489,0.0004388144,0.001079804,0.0001082187,0.01195497,0.0004184384,0.002516063,0.001015332,0.02471748],"category_scores_gemma":[0.0006491763,0.0004244223,0.000165186,0.0001083391,0.0001536454,0.001299873,0.007781283,0.0059571,0.006189024],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001035415,"about_ca_system_score_gemma":0.006190059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01035529,"about_ca_topic_score_gemma":0.06165574,"domain_scores_codex":[0.9954785,0.001478541,0.0007692563,0.0004656626,0.0002775064,0.001530572],"domain_scores_gemma":[0.9960599,0.001555307,0.0006383197,0.0009998109,0.0004173121,0.0003293475],"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":[0.00002130369,0.00003601173,0.0003518859,0.000304509,0.0001981257,0.00001576592,0.04076159,5.795783e-7,2.504968e-7,0.002726978,0.9552543,0.0003287575],"study_design_scores_gemma":[0.0003284788,0.0001836135,0.0003153863,0.000394563,0.00006156968,0.000001244212,0.02400788,0.000002487623,3.947208e-8,0.0005175882,0.9737873,0.0003998213],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002645607,0.000495927,0.000004228661,0.003859373,0.002307268,0.003232057,0.00007774656,0.0001532068,0.9898437],"genre_scores_gemma":[0.00007235185,0.000148063,0.0001315428,0.03223122,0.0009320338,0.0003974643,0.0003213793,0.0001430928,0.9656228],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05130045,"threshold_uncertainty_score":0.9998208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024326412761999,"score_gpt":0.3835143340086461,"score_spread":0.2810816927324462,"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."}}