{"id":"W4283784587","doi":"10.18584/iipj.2022.13.1.13697","title":"Zaagtoonaa Nibi (We Love the Water):","year":2022,"lang":"en","type":"article","venue":"International Indigenous Policy Journal","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; York University; University of Toronto","funders":"","keywords":"Indigenous; Corporate governance; Traditional knowledge; Water security; Community engagement; Sociology; Political science; Indigenous rights; Georgian; Environmental planning; Public relations; Environmental resource management; Environmental ethics; Business; Geography; Water resources; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002366409,0.0001534199,0.0001427331,0.0004264225,0.02382007,0.0003642885,0.001503717,0.00007233727,0.004898765],"category_scores_gemma":[0.00001967823,0.00008719173,0.0001695384,0.000293322,0.0002558875,0.0002991767,0.0000169207,0.0008444039,0.0005672903],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002253055,"about_ca_system_score_gemma":0.01687741,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08969026,"about_ca_topic_score_gemma":0.142348,"domain_scores_codex":[0.9963826,0.0006544729,0.0004679785,0.0001999476,0.001393123,0.0009018627],"domain_scores_gemma":[0.9987389,0.0001877114,0.0002666051,0.0001965725,0.0003512783,0.0002589106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002585303,0.000199267,0.000369394,0.000002361703,0.0000840045,0.00002222284,0.8547432,0.0001475327,0.00001204638,0.1416245,0.001517199,0.001252383],"study_design_scores_gemma":[0.0001971176,0.00007452065,0.0003118434,0.000005492339,0.000009449306,0.0004736921,0.02380171,0.000003574532,0.00008590227,0.02194782,0.9529439,0.0001450136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4240082,0.0004525619,0.00008286743,0.06042001,0.007793039,0.0006792375,0.000079078,0.00006427762,0.5064207],"genre_scores_gemma":[0.8478933,0.005981104,0.00007948383,0.001430767,0.01150967,0.000007147348,0.00002686032,0.00003369753,0.133038],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9514267,"threshold_uncertainty_score":0.9960109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0223329349474111,"score_gpt":0.3456749722528358,"score_spread":0.3233420373054247,"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."}}