{"id":"W2167801979","doi":"10.1676/07-002.1","title":"Gender Identification of Grasshopper Sparrows Comparing Behavioral, Morphological, and Molecular Techniques","year":2008,"lang":"en","type":"article","venue":"The Wilson Journal of Ornithology","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Geological Survey; West Virginia University; University of Regina","keywords":"Grasshopper; Biology; Biological dispersal; Identification (biology); Sparrow; Zoology; Evolutionary biology; Ecology; Demography; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.0005128648,0.00008873284,0.000221045,0.00004596207,0.0001212506,0.000004529209,0.0002506452,0.0001006862,0.0002733696],"category_scores_gemma":[0.00002485058,0.00005773662,0.00005720818,0.00008893895,0.0009970783,0.0001112342,0.0001015187,0.000247348,0.00002044927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002589402,"about_ca_system_score_gemma":0.000008934117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003034979,"about_ca_topic_score_gemma":0.000002780875,"domain_scores_codex":[0.9990374,0.0001727334,0.000393384,0.0001127802,0.000139037,0.00014464],"domain_scores_gemma":[0.9993463,0.00003108814,0.0003938226,0.0001560655,0.00002507181,0.00004770471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003145726,0.0001305473,0.7380481,0.000001361239,0.000006430254,0.0002169745,0.0002748695,0.00003549311,0.2599686,0.0000101552,0.0004345979,0.0008413644],"study_design_scores_gemma":[0.0001865937,0.0002637565,0.9256408,0.000003815497,0.0000704397,0.006060237,0.0001232485,0.000004064445,0.06705169,0.0003255398,0.0001965815,0.00007319436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997387,0.0001201038,0.001893046,0.0002702694,0.00006584075,0.0000885937,0.000001206602,0.000008755497,0.0001652081],"genre_scores_gemma":[0.998511,0.00009216369,0.001211674,0.0001212307,0.00001416156,0.000003587284,6.65526e-7,0.000006480933,0.00003908909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1929169,"threshold_uncertainty_score":0.3673776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05132091917337831,"score_gpt":0.2902911160784846,"score_spread":0.2389701969051063,"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."}}