{"id":"W4385248077","doi":"10.3133/ofr20231052","title":"Status of spectacled eiders (Somateria fischeri) on the Yukon-Kuskokwim Delta, Alaska, 2022—Testing and updating predictive models","year":2023,"lang":"en","type":"article","venue":"Antarctica A Keystone in a Changing World","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; U.S. Fish and Wildlife Service","keywords":"Delta; Predictive value; Eider; Biology; Ecology; Engineering; Internal medicine; Medicine; Aerospace engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00156855,0.0003636589,0.0002449231,0.0006448885,0.0005462198,0.0007237866,0.0009119106,0.0003999946,0.0006707374],"category_scores_gemma":[0.002540687,0.0003091817,0.0004716604,0.0004747991,0.0002395349,0.0007749138,0.0003606979,0.000330903,0.0002234061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002183396,"about_ca_system_score_gemma":0.001086324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3198815,"about_ca_topic_score_gemma":0.3502223,"domain_scores_codex":[0.999819,0.00005588272,0.00001509793,0.00006467196,0.00002447448,0.00002095222],"domain_scores_gemma":[0.9985123,0.0006539039,0.0002253835,0.00008895751,0.0004429432,0.00007653668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009944276,0.00008238098,0.8180065,0.0000319073,0.00006600423,0.00008553229,0.0002212674,0.1715749,0.000279579,0.0001545678,0.0007208032,0.00867701],"study_design_scores_gemma":[0.0000239064,0.0001153957,0.3060628,0.00004410394,0.00006143434,0.00004020178,0.000916246,0.691106,0.0005037109,0.0003649167,0.0007365105,0.00002484147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983826,0.0000391194,0.0004634745,0.0000611716,0.000004128187,0.000007659088,0.0006372179,0.00003450564,0.0003701687],"genre_scores_gemma":[0.9973341,0.0000490088,0.001010966,0.00001029459,0.000002052003,0.00001130931,0.001344151,0.000004483167,0.0002336565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3198815,"threshold_uncertainty_score":0.6360391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06841491570479204,"score_gpt":0.3503214696444233,"score_spread":0.2819065539396313,"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."}}