{"id":"W4383738688","doi":"10.2139/ssrn.4494435","title":"Inuit Food Security in Canada: Arctic Marine Ethnoecology","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Université de Montréal","funders":"","keywords":"Food security; Arctic; Oceanography; The arctic; Geography; Fishery; Geology; Biology; Agriculture; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009783068,0.00023832,0.0003605407,0.002411389,0.01133976,0.003841283,0.0009439033,0.0006118043,0.004723045],"category_scores_gemma":[0.002399432,0.0002320133,0.0002284792,0.007434974,0.002253992,0.001317928,0.002927113,0.00114164,0.000189843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02477564,"about_ca_system_score_gemma":0.04591661,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938807,"about_ca_topic_score_gemma":0.9978636,"domain_scores_codex":[0.9990682,0.000156635,0.00002848484,0.00007108925,0.0001368051,0.0005387797],"domain_scores_gemma":[0.9983428,0.0002676043,0.0002310163,0.00003451559,0.0005201387,0.0006039903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000140663,0.00009594714,0.495569,0.0002482573,0.00005625115,0.0008214698,0.4480147,0.0001254883,0.0004926514,0.004471711,0.006026948,0.04393685],"study_design_scores_gemma":[0.000002660056,0.00002146576,0.3925093,0.0002832946,0.00001826951,0.0001551471,0.5904275,0.0001297906,0.00007920995,0.0002469312,0.01610537,0.00002106589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860201,0.00240289,0.00008708403,0.002313255,0.00004463888,0.00001568808,0.0003969981,0.000004018082,0.008715336],"genre_scores_gemma":[0.994218,0.00210825,0.00009096011,0.0002859065,0.0000117084,0.00001036689,0.0001252609,0.000006854295,0.003142715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02477564,"threshold_uncertainty_score":0.1797607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775417329103609,"score_gpt":0.3141703350607009,"score_spread":0.2964161617696648,"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."}}