{"id":"W2105369493","doi":"10.1037/0735-7036.120.2.147","title":"Statistical classification of black-capped (Poecile atricapillus) and mountain chickadee (Poecile gambeli) call notes.","year":2006,"lang":"en","type":"article","venue":"Journal of comparative psychology","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Linear discriminant analysis; Biology; Set (abstract data type); Zoology; Repertoire; Ecology; Communication; Statistics; Computer science; Mathematics; Psychology; Acoustics","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":[0.0006709248,0.0002964917,0.0001902843,0.0008816288,0.0001273903,0.0003044025,0.0001302682,0.000254634,0.0003951905],"category_scores_gemma":[0.001919249,0.00009880323,0.0002280944,0.0002257827,0.0003132985,0.0001674922,0.0002218384,0.0002666397,0.000196571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514995,"about_ca_system_score_gemma":0.0001151633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701481,"about_ca_topic_score_gemma":0.001874286,"domain_scores_codex":[0.9998004,0.000063722,0.00001365824,0.00005583635,0.00004020947,0.00002617426],"domain_scores_gemma":[0.9985562,0.0007734717,0.0002363615,0.00009993066,0.000166502,0.0001674667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001846062,0.000190032,0.5842442,0.0001721416,0.0003206122,0.0003194365,0.0004839751,0.007343041,0.3042934,0.0003881014,0.00050216,0.09989689],"study_design_scores_gemma":[0.00001257508,0.0002799865,0.9721909,0.000005241588,0.00003650871,0.0002144969,0.000183873,0.01949247,0.00718365,0.0001203675,0.0002595536,0.0000203219],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974669,0.00007221137,0.00201297,0.00001320692,0.000003439467,0.000006406087,0.00009869163,0.00002101934,0.0003050802],"genre_scores_gemma":[0.9971185,0.00002691956,0.002275422,0.000005614846,0.000002530286,0.000008552135,0.0003615856,0.000004586556,0.0001963316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001701481,"threshold_uncertainty_score":0.003548205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05725951605799799,"score_gpt":0.3823498481240921,"score_spread":0.3250903320660941,"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."}}