{"id":"W1970543756","doi":"10.14430/arctic732","title":"Inuvialuit Use of the Beaufort Sea and its Resources, 1960-2000","year":2002,"lang":"en","type":"article","venue":"ARCTIC","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsistence agriculture; Per capita; Geography; Population; Agricultural economics; Consumption (sociology); Census; Agriculture; Socioeconomics; Economics; Demography; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0002125934,0.00007009865,0.000152489,0.00002538284,0.001725867,0.000002525514,0.00008963213,0.00008806704,0.000688819],"category_scores_gemma":[0.000225209,0.00004638713,0.00003150674,0.0001033931,0.00005663551,0.00004091482,0.0002159644,0.0002529866,0.0001853221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009593974,"about_ca_system_score_gemma":0.00004619936,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005281087,"about_ca_topic_score_gemma":0.02116474,"domain_scores_codex":[0.9989616,0.0001592392,0.0002211359,0.0001171228,0.00008761351,0.0004532389],"domain_scores_gemma":[0.9992489,0.0003308678,0.0001020558,0.0001925405,0.00008371205,0.00004190568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000202458,0.00007252879,0.8444924,0.0002376382,0.00006503492,0.000003956868,0.144907,0.00001436407,0.00003937615,0.000856428,0.008800625,0.0004903951],"study_design_scores_gemma":[0.0006905041,0.0001663181,0.5525857,0.0001206988,0.00006925429,0.000008793168,0.004316202,0.0004497404,0.00002240074,0.0002694844,0.4411449,0.0001559979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892942,0.0006333169,3.082297e-7,0.002201333,0.0003427998,0.0004899122,0.00001394056,0.00001508675,0.00700909],"genre_scores_gemma":[0.987148,0.0002904274,0.00002298716,0.001872286,0.0001083477,0.0000294974,7.947292e-7,0.00001085048,0.01051678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4323443,"threshold_uncertainty_score":0.9995738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07852409206041347,"score_gpt":0.3204466610200307,"score_spread":0.2419225689596172,"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."}}