{"id":"W2043162991","doi":"10.1007/s10393-009-0256-7","title":"Fostering Community-Based Wildlife Health Monitoring and Research in the Canadian North","year":2009,"lang":"en","type":"article","venue":"EcoHealth","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Northwest Territories; University of Calgary","funders":"","keywords":"Wildlife; Animal ecology; Subsistence agriculture; Geography; Citizen science; Wildlife management; Public health; Community health; Wildlife conservation; Environmental resource management; Environmental planning; Environmental health; Ecology; Socioeconomics; Medicine; Agriculture; Sociology; Nursing; Environmental science; Archaeology; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009872199,0.0001099671,0.0002620693,0.000276443,0.0203425,0.00001928886,0.0002845268,0.0001129253,0.00001359337],"category_scores_gemma":[0.0001285317,0.00008738087,0.00001676261,0.0003805877,0.00006166339,0.00004576905,0.0001458479,0.002644966,0.0001023451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001715493,"about_ca_system_score_gemma":0.003406667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8351682,"about_ca_topic_score_gemma":0.9911366,"domain_scores_codex":[0.993585,0.003563445,0.0004159615,0.0001694841,0.0002065752,0.002059515],"domain_scores_gemma":[0.9981119,0.0009397952,0.00009483819,0.0003806934,0.0001574531,0.0003153313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000425916,0.0001028844,0.7729622,0.0005397468,0.00000564831,0.00001863656,0.2037507,0.00002821366,4.653076e-7,0.0005085465,0.01244242,0.009597926],"study_design_scores_gemma":[0.0005191542,0.0007890622,0.9163479,0.0001602717,0.000001035131,0.000001770184,0.0310141,0.00003854357,1.075989e-7,0.0004458381,0.05058778,0.00009444536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883789,0.0003128067,0.00000164395,0.09514193,0.0005432332,0.001550338,0.00001522001,0.00002937204,0.01861646],"genre_scores_gemma":[0.9669743,0.0002547406,0.0001442858,0.03208019,0.0003806037,0.0000900106,0.00001474189,0.00001178559,0.00004932854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1727366,"threshold_uncertainty_score":0.999656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3445079823606608,"score_gpt":0.5148320328124504,"score_spread":0.1703240504517896,"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."}}