{"id":"W6929718111","doi":"10.5061/dryad.8kprr4xq5","title":"Data from: Ecological and anthropogenic drivers of waterfowl productivity are synchronous across species, space, and time","year":2024,"lang":"en","type":"dataset","venue":"DRYAD","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Ducks Unlimited Canada; University of Saskatchewan","funders":"","keywords":"Waterfowl; Productivity; Habitat; Overwintering; Population; Wetland; Standing crop; Anatidae","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001554007,0.0004041753,0.001083627,0.00007925219,0.0007834887,0.00002951957,0.0006220138,0.001086302,0.002576435],"category_scores_gemma":[0.0005986328,0.0003283491,0.00005609691,0.0001672987,0.0008867431,0.0001679731,0.002627612,0.001951806,0.002193923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001730758,"about_ca_system_score_gemma":0.0004349092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002603785,"about_ca_topic_score_gemma":0.006271546,"domain_scores_codex":[0.995765,0.00114736,0.0007766019,0.00125817,0.000347996,0.0007048981],"domain_scores_gemma":[0.9962782,0.001075167,0.0004781017,0.001812256,0.0001171873,0.0002391079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008908844,0.0001158107,0.004077101,0.00482627,0.0001328837,0.00008547034,0.0009689546,2.392142e-7,0.00002714988,0.00001741419,0.9894957,0.000163899],"study_design_scores_gemma":[0.0003631634,0.0001401503,0.02907771,0.000964514,0.0001639134,0.00000733272,0.002140882,0.00002380412,0.000007292867,0.0002990798,0.9664689,0.00034328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05074295,0.002503136,0.000001539957,0.003378911,0.001419209,0.001307134,0.9405327,0.00005450185,0.00005986168],"genre_scores_gemma":[0.005057131,0.004329734,0.00008427958,0.0001921843,0.001080705,0.00005757996,0.9882917,0.00003204086,0.0008746327],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04775896,"threshold_uncertainty_score":0.9999169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.132998930936697,"score_gpt":0.4491418990001933,"score_spread":0.3161429680634963,"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."}}