{"id":"W2172110766","doi":"10.1098/rspb.2007.0170","title":"Song repertoire size varies with HVC volume and is indicative of male quality in song sparrows (<i>Melospiza melodia</i>)","year":2007,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Queen's University","keywords":"Repertoire; Biology; Trait; Locus (genetics); Evolutionary biology; Zoology; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001231892,0.0001712742,0.0001616151,0.000682364,0.0001307819,0.0002702088,0.0001400235,0.0002343196,0.001071516],"category_scores_gemma":[0.000363254,0.0002220178,0.0001170974,0.000197539,0.0003397159,0.0002108595,0.0002842709,0.0002358678,0.0001872094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001348754,"about_ca_system_score_gemma":0.00004034114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007728887,"about_ca_topic_score_gemma":0.002232283,"domain_scores_codex":[0.9998695,0.00002062759,0.00001135464,0.00005946489,0.00002052294,0.00001859498],"domain_scores_gemma":[0.9992146,0.0001265235,0.0004306514,0.00004490645,0.00005142093,0.0001318772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002663673,0.00004226526,0.3624507,0.00005244504,0.00008704749,0.0001232072,0.00027403,0.0001142412,0.6312515,0.00004523827,0.00006494101,0.005227987],"study_design_scores_gemma":[0.000001838362,0.00005073251,0.9973133,0.000001359153,0.000006826463,0.0001500143,0.00003781938,0.0000771174,0.002305506,0.00001200061,0.00004132563,0.000002090401],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994857,0.0001105941,0.0001320129,0.000005629781,5.341596e-7,0.00000139986,0.00005919588,0.000006077013,0.0001989004],"genre_scores_gemma":[0.9994438,0.00003699289,0.0002079865,0.00001305281,0.000002406729,0.000004779469,0.00009212892,0.000004707844,0.0001940754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001071516,"threshold_uncertainty_score":0.003584564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796033429712642,"score_gpt":0.2882612723622166,"score_spread":0.2603009380650902,"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."}}