{"id":"W7093806100","doi":"","title":"The World’s Waterfowl in the 21st Century: A 2010 Supplement to <i>Ducks, Geese, and Swans of the World</i>","year":2010,"lang":"","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waterfowl; Anatidae; Anseriformes; Goose; Range (aeronautics); Flyway; Taxonomic rank; Identification (biology)","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":[0.0003114452,0.001500631,0.0007005228,0.004232966,0.001332808,0.003042363,0.0006017,0.0008216063,0.06082871],"category_scores_gemma":[0.001475367,0.0003381049,0.0003937152,0.005124169,0.0004815292,0.002930544,0.002239101,0.001771219,0.02609636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001947892,"about_ca_system_score_gemma":0.003710578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0213699,"about_ca_topic_score_gemma":0.0590022,"domain_scores_codex":[0.999711,0.000024452,0.00002787714,0.00003780748,0.0001661325,0.00003271746],"domain_scores_gemma":[0.9984776,0.0002000055,0.000145791,0.00004052449,0.0008121579,0.000323883],"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":[0.00001018354,0.00002104098,0.0002141839,0.0002308183,0.000002165739,0.0000237961,0.0002349785,0.00002129593,0.0002259939,0.0005366732,0.9629495,0.0355294],"study_design_scores_gemma":[0.000001233423,0.000009805604,0.001912507,0.0003354895,0.000002186335,0.00005001089,0.0001597104,0.00001053962,0.00002514667,0.0001702185,0.9973192,0.000004119408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008143527,0.2879953,0.001600989,0.0549778,0.2115459,0.0001798858,0.01617307,0.0008053893,0.4185781],"genre_scores_gemma":[0.0125485,0.2289043,0.003958766,0.0181192,0.05463303,0.0002091088,0.01782392,0.0006029553,0.6632001],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06082871,"threshold_uncertainty_score":0.2034923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007966798146491729,"score_gpt":0.2260545275687444,"score_spread":0.2180877294222527,"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."}}