{"id":"W7080233553","doi":"","title":"Rooted in Traditions: How Indigenous Nations Use Culture to Shape Policy","year":2025,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Policy development; Limiting; Thematic analysis; Policy analysis; Public policy; Traditional knowledge; Developing country","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005572958,0.0002285365,0.0003142051,0.001484342,0.01699135,0.009094761,0.001595951,0.001084597,0.00336557],"category_scores_gemma":[0.008399166,0.0002238752,0.0001974701,0.002126579,0.02540387,0.004054497,0.006523912,0.002237748,0.0001874119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02870163,"about_ca_system_score_gemma":0.03660613,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.705235,"about_ca_topic_score_gemma":0.790068,"domain_scores_codex":[0.9959916,0.002058157,0.00009750631,0.0002868306,0.0005449191,0.001020929],"domain_scores_gemma":[0.9964836,0.001594947,0.0003048919,0.0003342629,0.0005640333,0.0007182262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000200592,0.00002343356,0.01312068,0.00008702077,0.00001859119,0.0006395984,0.8769794,0.0002808542,0.0004464946,0.07748763,0.001385031,0.02951123],"study_design_scores_gemma":[0.00001169901,0.00004064949,0.02345408,0.0008328966,0.00004455167,0.0002602911,0.8222364,0.0005771613,0.0004019759,0.02972783,0.1223592,0.00005323641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7244488,0.002878431,0.005418449,0.01323745,0.0001295811,0.00009872582,0.00006252611,0.00004094771,0.2536851],"genre_scores_gemma":[0.9947494,0.0007752218,0.0007810825,0.0003195028,0.000005399191,0.00001129055,0.00001158196,0.00001591849,0.00333062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.705235,"threshold_uncertainty_score":0.5930018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600726919308935,"score_gpt":0.2212830025790013,"score_spread":0.205275733385912,"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."}}