{"id":"W2271434398","doi":"10.1642/auk-15-165.1","title":"Individual quality and double-brooding in a highly synchronous songbird population","year":2016,"lang":"en","type":"article","venue":"The Auk","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"University of Oxford","keywords":"Sturnus; Biology; Brood; Fecundity; Starling; Avian clutch size; Offspring; Ecology; Population; Reproduction; Breeding pair; Seasonal breeder; Zoology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003776256,0.0000511297,0.00006640617,0.00001141552,0.00008843087,0.000008257395,0.0001065454,0.00004677305,0.0005101386],"category_scores_gemma":[0.00001079937,0.00002797387,0.00001093934,0.00005141959,0.0001217426,0.0001297245,0.0001104256,0.00005177376,0.0002932315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006847093,"about_ca_system_score_gemma":0.000002453516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003633801,"about_ca_topic_score_gemma":0.001230579,"domain_scores_codex":[0.9994868,0.00005892754,0.0001075438,0.0001252898,0.00008224811,0.0001391983],"domain_scores_gemma":[0.9997627,0.00005679563,0.00004067816,0.0001146444,8.314978e-7,0.00002437045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002059437,0.00002423182,0.9805302,7.695121e-7,0.000001291253,0.000001392674,0.0002673314,0.000002878112,0.001606009,0.0001360972,0.00004300303,0.01736618],"study_design_scores_gemma":[0.0005515915,0.00002050613,0.99804,0.000005012376,0.00000654376,0.000003474364,0.00003147856,0.000001619911,0.0003498112,0.0008763355,0.00005852255,0.00005508289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998237,0.000008980041,0.00003075852,0.001173409,0.00004457042,0.0001056164,0.000002365426,0.00001745772,0.0003798426],"genre_scores_gemma":[0.9995558,0.000003086429,0.00006000709,0.0001010202,0.00001502804,0.000009994478,0.000001104237,0.00000359131,0.0002503787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0175098,"threshold_uncertainty_score":0.558566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04108899131562303,"score_gpt":0.2916768401944264,"score_spread":0.2505878488788034,"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."}}