{"id":"W4234216082","doi":"10.1642/auk-16-223.1","title":"100 Years Ago in the American Ornithologists' Union","year":2016,"lang":"en","type":"article","venue":"The Auk","topic":"Insects and Parasite Interactions","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zoology; Geography; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002338877,0.00003347016,0.00003312116,0.000008483406,0.00005233202,0.00001013581,0.0002104309,0.000007656725,0.0009966941],"category_scores_gemma":[0.0000178913,0.00001294628,0.00001623017,0.0001195572,0.0002295759,0.00004358946,0.00003635883,0.00005695064,0.002223332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003248004,"about_ca_system_score_gemma":0.000001809073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001687743,"about_ca_topic_score_gemma":0.0009720859,"domain_scores_codex":[0.9995919,0.0001181465,0.00004730222,0.00006735067,0.00007698327,0.00009831486],"domain_scores_gemma":[0.9996507,0.0001194622,0.00003018342,0.0001894061,9.362343e-7,0.000009303642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000644614,0.0001619088,0.5774734,9.058552e-7,0.00001093061,0.00006622053,0.006296106,0.0002424661,0.05056919,0.0009881611,0.0422557,0.3218706],"study_design_scores_gemma":[0.0000429311,0.00003423971,0.9376584,0.000002601975,0.000001626641,0.0000135836,0.0001365111,0.000006177158,0.0001558122,0.0004760246,0.06144003,0.00003205106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726381,0.000002487355,0.00008155825,0.003434085,0.00005400821,0.00004922212,0.000001693805,0.00000842216,0.02373037],"genre_scores_gemma":[0.9972067,0.00001175973,0.00002709634,0.0009099664,0.00002678367,0.000005762916,2.972008e-7,0.000002656561,0.001809002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.360185,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687067305468891,"score_gpt":0.2831363707314066,"score_spread":0.2662656976767176,"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."}}