{"id":"W2973467994","doi":"10.22621/cfn.v133i1.1948","title":"Monitoring Rock Ptarmigan (<i>Lagopus muta</i>) populations in the Western Aleutian Islands, Alaska","year":2019,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Fish and Wildlife Service","keywords":"Lagopus; Vulpes; Arctic fox; Geography; Population; Subspecies; Arctic; Zoology; Ecology; Biology; Predation; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005691393,0.0002274433,0.0001462145,0.000793619,0.0004375535,0.0003761069,0.0003393985,0.0001626134,0.0004746706],"category_scores_gemma":[0.0008382146,0.0001231646,0.0001442841,0.000551825,0.0002918939,0.000465894,0.0004259039,0.0002144141,0.0001446007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004423389,"about_ca_system_score_gemma":0.0005435671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04958742,"about_ca_topic_score_gemma":0.2000835,"domain_scores_codex":[0.9997576,0.00004109081,0.00002719659,0.00007350001,0.00007378389,0.00002682555],"domain_scores_gemma":[0.9992962,0.00006793362,0.0003348856,0.00003647711,0.0001797015,0.00008471158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004197539,0.00001845409,0.9821561,0.00005967198,0.00003269212,0.00009410847,0.0006426287,0.0002999238,0.002398365,0.00002749075,0.0001602944,0.0140683],"study_design_scores_gemma":[0.000001695901,0.00006151902,0.9978433,0.00003059024,0.00002852599,0.00006219446,0.0007168469,0.0003485262,0.0003443634,0.00002622589,0.0005315913,0.000004694516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975544,0.0002023287,0.0004563133,0.00001653473,0.000005142709,0.00002688709,0.0003991533,0.00001774992,0.001321526],"genre_scores_gemma":[0.9946701,0.0003718999,0.003625626,0.00002449255,0.000007945291,0.00005846459,0.0007131131,0.000004114013,0.0005241784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04958742,"threshold_uncertainty_score":0.09859759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005847128171212,"score_gpt":0.2487950390475381,"score_spread":0.228736567765826,"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."}}