{"id":"W2740622104","doi":"10.5038/2074-1235.43.2.1123","title":"Age and Sex Ratios of Sea Ducks Wintering in the Strait of Georgia, British Columbia: Implications for Monitoring","year":2015,"lang":"en","type":"article","venue":"Marine ornithology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seabird; Ornithology; Oceanography; Geography; Fishery; Biology; Ecology; Geology; Southern Hemisphere","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":[0.0003450154,0.00005468459,0.0001787606,0.00001083972,0.00004232174,0.00001819378,0.0001706496,0.00003412843,0.0001069671],"category_scores_gemma":[0.0001023711,0.0000642954,0.00002359387,0.0001051908,0.0001764725,0.00005087065,0.000506688,0.00006640244,0.000001488478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003906265,"about_ca_system_score_gemma":0.000007597285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02557385,"about_ca_topic_score_gemma":0.2001045,"domain_scores_codex":[0.999361,0.00004826827,0.0002164932,0.0001618548,0.00006820631,0.0001441463],"domain_scores_gemma":[0.999646,0.00008494698,0.00007952646,0.000148556,0.00001357547,0.00002737246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000412147,0.00003781757,0.9419944,0.00002396775,0.000006025516,0.000007442652,0.0002500306,0.000008690811,0.0003496166,0.00001105543,0.0003304437,0.05697637],"study_design_scores_gemma":[0.000307112,0.0001369297,0.9948814,0.000006811887,0.00001081489,0.00006361637,0.0002867078,0.000006255654,0.00002989901,0.0008620389,0.003353651,0.00005479491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873353,0.00004563193,0.00003978111,0.0001765396,0.00002832978,0.0003017649,0.00001409281,0.000006329478,0.01205218],"genre_scores_gemma":[0.9977387,0.00004596878,0.001582955,0.00004285253,0.00002256867,0.00006909046,0.000004775606,0.000006911195,0.0004861608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1745306,"threshold_uncertainty_score":0.980915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03379050727025191,"score_gpt":0.2717344911777684,"score_spread":0.2379439839075165,"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."}}