{"id":"W4251160329","doi":"10.3402/polar.v19i1.6538","title":"Need and opportunity for a North American caribou knowledge cooperative","year":2000,"lang":"en","type":"article","venue":"Polar Research","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yukon Department of Environment","funders":"National Science Foundation","keywords":"Ungulate; Traditional knowledge; Indigenous; Geography; Sustainability; Mainland; Knowledge transfer; Environmental resource management; Ethnobiology; Ecology; Knowledge management; Environmental science; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001797307,0.00009065193,0.0002512445,0.000102343,0.007157206,0.00001044089,0.000129012,0.00006412757,0.0008685092],"category_scores_gemma":[0.0005161394,0.00007518762,0.00002670485,0.000364727,0.0003360051,0.00004009911,0.0001783466,0.0007190088,0.0003446047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002089046,"about_ca_system_score_gemma":0.0009786959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03112674,"about_ca_topic_score_gemma":0.3156863,"domain_scores_codex":[0.9972443,0.0008754446,0.0002027331,0.0002279069,0.0001252139,0.001324379],"domain_scores_gemma":[0.9978557,0.0009810895,0.00003067455,0.0001830275,0.0006880411,0.000261528],"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":[0.000739772,0.0003964248,0.5404694,0.0003859196,0.0001874524,0.00001828544,0.265626,0.000001573297,0.00005804535,0.002517911,0.1138469,0.0757523],"study_design_scores_gemma":[0.000831613,0.001046215,0.1706403,0.0000147053,0.000008183068,0.000001633647,0.05967788,0.0001618937,0.000006022944,0.00009604789,0.7673672,0.0001482637],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9580025,0.0003283313,0.000007418707,0.002555158,0.00007293214,0.001668882,0.0002559717,0.0000280869,0.03708072],"genre_scores_gemma":[0.983829,0.0007112146,0.00008417576,0.0004954031,0.0002856956,0.0006010582,0.00007232661,0.00002322194,0.01389789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6535203,"threshold_uncertainty_score":0.9941353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2243241296460374,"score_gpt":0.5229737016378336,"score_spread":0.2986495719917963,"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."}}