{"id":"W7131767155","doi":"","title":"Sealing the Future: Analyzing the Impact of Western Influences on Inuit Seal Hunting and Food Sovereignty","year":2024,"lang":"en","type":"dissertation","venue":"Tuwhera (Auckland University of Technology)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food sovereignty; Food security; Right to food; Politics; Food systems; Negotiation; Agriculture; Sustainable agriculture","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":[0.0004448328,0.0002240971,0.0004916397,0.0003165698,0.002412742,0.000007506302,0.0004600383,0.0006830944,0.00009280196],"category_scores_gemma":[0.00003349708,0.0001366956,0.0001567069,0.0004118443,0.0002103076,0.00004867182,0.0002463529,0.001325241,0.00001056085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001901347,"about_ca_system_score_gemma":0.000394054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00337223,"about_ca_topic_score_gemma":0.0990097,"domain_scores_codex":[0.9987095,0.0001053953,0.0002885596,0.0002794628,0.000130478,0.0004865875],"domain_scores_gemma":[0.9987153,0.0002251972,0.0005287948,0.0003082952,0.0001951655,0.00002726003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004366253,0.00006756881,0.8325441,0.001287147,0.002024454,0.00001865094,0.1453053,0.00007195774,0.0001110929,0.01019266,0.0008296921,0.007110772],"study_design_scores_gemma":[0.0008308263,0.001096877,0.46487,0.0009322792,0.0005335613,0.000004370907,0.5244509,0.00005775701,0.00003531138,0.004211973,0.002635094,0.0003410262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925092,0.002240446,0.000001339774,0.0009745375,0.0003238659,0.0005271959,0.00009055543,0.00007086152,0.003261988],"genre_scores_gemma":[0.9974553,0.001320134,0.00002251459,0.000022556,0.0001250192,0.000002413371,0.00002738358,0.00001715517,0.001007502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3791456,"threshold_uncertainty_score":0.998886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0138984893984216,"score_gpt":0.3141941587517837,"score_spread":0.3002956693533621,"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."}}