{"id":"W7071022225","doi":"","title":"Sexing Hatching-year Yellow Warblers Using Plumage Characteristics","year":2024,"lang":"en","type":"article","venue":"Digital Commons - University of South Florida (University of South Florida)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Max Bell Foundation","keywords":"Plumage; Sexing; Population; Ectotherm; Morphology (biology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001472682,0.0003457766,0.0007053444,0.001202933,0.0008458775,0.0006014484,0.002385158,0.000162107,0.0003615342],"category_scores_gemma":[0.0002961735,0.0004194016,0.0005429394,0.00203718,0.0009216652,0.001884446,0.001984453,0.0004229869,0.0004695281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698082,"about_ca_system_score_gemma":0.0002373513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002643573,"about_ca_topic_score_gemma":0.00004815886,"domain_scores_codex":[0.9960093,0.0001113951,0.0004695048,0.001141257,0.001724129,0.0005443388],"domain_scores_gemma":[0.9969336,0.0004963934,0.0004820588,0.001349239,0.0004110262,0.0003277129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.003030216,0.0009180485,0.3658791,0.001635361,0.003169108,0.004225654,0.4133706,0.01597623,0.001225049,0.02140007,0.05487408,0.1142964],"study_design_scores_gemma":[0.00355728,0.0004270486,0.0494065,0.001400991,0.0008927821,0.00002804825,0.6067351,0.213185,0.00009374481,0.002996484,0.1188133,0.002463785],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141718,0.00003845356,0.07096927,0.0001901031,0.001738628,0.0002233272,0.001849825,0.0002242764,0.01059438],"genre_scores_gemma":[0.9929762,0.000004823785,0.00207948,0.00001078326,0.0001079748,1.868446e-8,0.00009994391,0.00002396905,0.004696731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3164726,"threshold_uncertainty_score":0.9998258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07801694146223766,"score_gpt":0.2647543664395033,"score_spread":0.1867374249772657,"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."}}