{"id":"W2082148320","doi":"10.5038/2162-4593.15.1.2","title":"Local Institutions for Subsistence Harvesting in Western Alaska: Assessing their Adaptive Role in the Context of Global Change","year":2012,"lang":"en","type":"article","venue":"Journal of Ecological Anthropology","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Subsistence agriculture; Context (archaeology); Natural resource; Resource (disambiguation); Participant observation; Business; Environmental resource management; Geography; Natural resource economics; Ecology; Economic growth; Sociology; Economics; Agriculture; Social science; Archaeology","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":[0.002233543,0.0001328655,0.0006202302,0.0000694905,0.0009841196,0.00000380606,0.0002614771,0.0003073298,0.00009677572],"category_scores_gemma":[0.0006372441,0.00007533794,0.0001095636,0.0002215728,0.000868389,0.0002507549,0.0001439214,0.0006349899,0.000006994949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005393932,"about_ca_system_score_gemma":0.0003485176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002185272,"about_ca_topic_score_gemma":0.1298354,"domain_scores_codex":[0.9971039,0.0008356184,0.0009105578,0.0001174934,0.0000882735,0.0009440993],"domain_scores_gemma":[0.9970049,0.001861429,0.0007177675,0.00008791957,0.0002614838,0.0000665208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00014762,0.0006148668,0.9630035,0.00003132752,0.00002932673,0.00002292726,0.02408237,0.00001302883,0.00001292288,0.009532237,0.00006507397,0.002444858],"study_design_scores_gemma":[0.0008360883,0.001017372,0.6975309,0.00006281628,0.00001833446,0.00006397261,0.2979324,0.00004214398,0.000003875427,0.0004659714,0.001959136,0.00006697382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885882,0.001016178,0.001651327,0.005121911,0.001227707,0.0006961993,0.00002228572,0.000004786018,0.001671426],"genre_scores_gemma":[0.9972632,0.0001317203,0.000335377,0.001750692,0.0004095521,0.00009529504,0.000001273275,0.000004614765,0.000008275374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2738501,"threshold_uncertainty_score":0.8860428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2325609809171226,"score_gpt":0.4536112738153755,"score_spread":0.2210502928982529,"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."}}