{"id":"W2901929448","doi":"10.1186/s12983-018-0288-3","title":"Physiological predictors of reproductive performance in the European Starling (Sturnus vulgaris)","year":2018,"lang":"en","type":"article","venue":"Frontiers in Zoology","topic":"Bird parasitology and diseases","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Simon Fraser University","funders":"Fonds de Recherche du Québec - Santé; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Biology; Sturnus; Context (archaeology); Fecundity; Ecology; Zoology; Physiology; Demography; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007880453,0.0001409905,0.0003249712,0.0001501467,0.00009585746,0.000002213491,0.0004270084,0.0002293585,0.00006923584],"category_scores_gemma":[0.0002426085,0.00009780553,0.00005033855,0.0002218059,0.001560817,0.00006499306,0.00008518164,0.0004353613,0.00008207378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000201711,"about_ca_system_score_gemma":0.00003330438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004103183,"about_ca_topic_score_gemma":0.0000332272,"domain_scores_codex":[0.9975048,0.00139458,0.0003339383,0.0003846727,0.00002620593,0.0003558356],"domain_scores_gemma":[0.9993464,0.00009796614,0.0001240363,0.0003769273,0.00004389855,0.00001073476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005670496,0.0002210832,0.9828844,0.00001082349,0.00006601414,0.0000183906,0.002048145,0.00001873361,0.003568634,0.0001927502,0.008330702,0.002073273],"study_design_scores_gemma":[0.0007728164,0.0005145499,0.9924167,0.00001533596,0.00002242782,0.00003601705,0.001037079,0.000008856608,0.002354358,0.0006093357,0.002106481,0.0001060788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884918,0.00232777,0.0001347866,0.0001418873,0.002350449,0.0001933064,0.000007937347,0.00002613608,0.006325956],"genre_scores_gemma":[0.9991999,0.0001060075,0.0001858293,0.0001883994,0.0001551156,0.00001513961,0.00002534314,0.000008026175,0.0001162477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01070812,"threshold_uncertainty_score":0.5750895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217320869255396,"score_gpt":0.2335681259377302,"score_spread":0.2213949172451762,"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."}}