{"id":"W1733182473","doi":"","title":"Subsistence in Northern Communities: Lessons from Alaska","year":2001,"lang":"en","type":"article","venue":"Northern review","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subsistence agriculture; Circumpolar star; Indigenous; Arctic; Fishing; Ethnology; Geography; The arctic; Fur trade; Environmental protection; Environmental ethics; Political science; History; Archaeology; Ecology; Oceanography; Law; Agriculture; Economic history","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008358891,0.0002050748,0.000689273,0.00004480233,0.001637135,0.000003948665,0.0004072926,0.000150924,0.00203283],"category_scores_gemma":[0.0001098608,0.0001693089,0.0001116885,0.0002857835,0.00006690782,0.00005523646,0.0002343675,0.0007086934,0.002709871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003619794,"about_ca_system_score_gemma":0.0002853799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04180893,"about_ca_topic_score_gemma":0.9781936,"domain_scores_codex":[0.9972515,0.0007236091,0.0007193405,0.0002148192,0.0001514619,0.000939278],"domain_scores_gemma":[0.9982655,0.0005442614,0.0002567177,0.0006295349,0.0002222694,0.00008173029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000095765,0.00007377289,0.971419,0.0006904946,0.00002904013,0.00002812122,0.01646578,0.000002491093,5.048399e-7,0.00004703754,0.0005456858,0.01068845],"study_design_scores_gemma":[0.0006126415,0.00006599162,0.2858354,0.006352679,0.00007326872,0.000005705732,0.04474721,0.000008898335,1.16548e-7,0.0002058665,0.6617453,0.0003470235],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7925946,0.1374208,0.00001570417,0.008521741,0.0005064654,0.001714144,0.00006694218,0.00009466472,0.05906498],"genre_scores_gemma":[0.6430045,0.341937,0.00006254214,0.01234016,0.0002328933,0.0006192284,0.0001166442,0.00005281307,0.00163414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9363846,"threshold_uncertainty_score":0.9996626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127752641851687,"score_gpt":0.4135999473842358,"score_spread":0.3008246831990671,"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."}}