{"id":"W7036853457","doi":"","title":"The decline of the Greenland White-fronted Goose: diagnosing causes, identifying solutions","year":2023,"lang":"en","type":"dissertation","venue":"Open Research Exeter (University of Exeter)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metapopulation; Population; Population decline; Reproductive success; Netting; Culling; Circumpolar star","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001732484,0.000164493,0.0002902401,0.0001144419,0.002155775,0.00009563906,0.002934982,0.0002496304,0.001490192],"category_scores_gemma":[0.000176304,0.0001306025,0.0001744318,0.0006796623,0.0009000687,0.0003898135,0.003058572,0.0006980552,0.0002649669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002136385,"about_ca_system_score_gemma":0.0001115436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00558041,"about_ca_topic_score_gemma":0.1645732,"domain_scores_codex":[0.9974707,0.0005465837,0.0002433416,0.0004302733,0.0007705236,0.0005386234],"domain_scores_gemma":[0.9982833,0.0005127307,0.0002922889,0.000716355,0.00009911331,0.00009625699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007946892,0.0004780289,0.8482323,0.0001931623,0.000254558,0.0001603418,0.01273909,0.00006532163,0.007876173,0.00008590931,0.1037273,0.02539313],"study_design_scores_gemma":[0.0004171134,0.00008635507,0.9838151,0.0002327276,0.00008053311,0.000002145319,0.01011212,0.00004144627,0.0002934024,0.0003299517,0.004432825,0.0001563021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912515,0.00008877394,0.000028113,0.001016757,0.0004498036,0.001154875,0.00008619154,0.00001561073,0.00590838],"genre_scores_gemma":[0.8656678,0.000438288,0.0002481888,0.00002038144,0.000025752,0.00001245738,0.000170085,0.00003621025,0.1333809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1589928,"threshold_uncertainty_score":0.9994226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1208794808558907,"score_gpt":0.3592041174731214,"score_spread":0.2383246366172307,"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."}}