{"id":"W6944635987","doi":"10.20381/ruor-31300","title":"Exploring Regional Differences in Traditional Food Harvesting in Three Northern Indigenous Communities in Canada","year":2025,"lang":"en","type":"dissertation","venue":"University of Ottawa - Library","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Food sovereignty; Food security; Traditional knowledge; Food systems; Scale (ratio); Relevance (law); Food processing","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":[],"consensus_categories":[],"category_scores_codex":[0.0001482607,0.0001870368,0.0005271817,0.0005874253,0.0009919527,0.000003480106,0.0004293568,0.0002123247,0.0002548335],"category_scores_gemma":[0.00001843665,0.0002320178,0.00004754511,0.000333478,0.00004151847,0.0003806531,0.0001269181,0.001078621,0.00000236781],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009253516,"about_ca_system_score_gemma":0.007704397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853784,"about_ca_topic_score_gemma":0.9999709,"domain_scores_codex":[0.9983437,0.000288828,0.0004348956,0.0001893239,0.0001686044,0.0005746373],"domain_scores_gemma":[0.9986685,0.0008098608,0.0002866664,0.0001467611,0.00004597235,0.00004222115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007969872,0.00006196789,0.8864738,0.0005422386,0.00003667099,0.00006514043,0.1106185,0.00004739956,1.53127e-7,0.001352154,0.0002272495,0.0004950492],"study_design_scores_gemma":[0.0004351594,0.000043613,0.673483,0.0008466134,0.000006210261,2.102171e-7,0.3239816,0.00001655266,3.197802e-7,0.00031106,0.000746264,0.0001293123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690856,0.0002901831,5.700731e-7,0.0002078296,0.0004336456,0.0004998117,0.0002145043,0.00001696844,0.02925093],"genre_scores_gemma":[0.9959075,0.0004237781,0.00007308038,0.000100486,0.0000400736,0.0000126137,0.001299349,0.00001563653,0.002127499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2133632,"threshold_uncertainty_score":0.997921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1650155355276539,"score_gpt":0.250405178190006,"score_spread":0.08538964266235213,"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."}}