{"id":"W4237206957","doi":"10.1007/978-3-319-47829-6_1677-1","title":"Songbird Learning","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Songbird; Psychology; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00009583491,0.00034758,0.0001592019,0.0001775573,0.0002886849,0.0007522373,0.0004947355,0.0003484047,0.0262526],"category_scores_gemma":[0.0002178818,0.0000960588,0.0001094276,0.0001198445,0.0005656028,0.0008113888,0.0006831725,0.0006913593,0.009111747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005300819,"about_ca_system_score_gemma":0.0002793845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008185554,"about_ca_topic_score_gemma":0.002577677,"domain_scores_codex":[0.9999547,0.000004238394,9.668655e-7,0.00001486579,0.00001947474,0.000005791187],"domain_scores_gemma":[0.9999663,0.000006571532,0.000002368881,0.000007642336,0.000007777171,0.000009354998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003797254,0.00003101381,0.0004950213,0.000163381,0.0000155759,0.00006106273,0.0002139037,0.00104719,0.01015791,0.1559083,0.07047974,0.761389],"study_design_scores_gemma":[0.000003583965,0.00003107764,0.002056898,0.00008313129,0.000006330567,0.000173602,0.00006890406,0.0006463442,0.003680302,0.06360944,0.9296317,0.000008576562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009453512,0.008426237,0.01694218,0.00138845,0.0007694388,0.00002041728,0.0002304012,0.0003902396,0.9623791],"genre_scores_gemma":[0.1000761,0.008869112,0.008742937,0.00069213,0.0004731573,0.00003747161,0.0005263368,0.0002024148,0.8803804],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0262526,"threshold_uncertainty_score":0.08782369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0304884998301396,"score_gpt":0.2775763111309838,"score_spread":0.2470878113008442,"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."}}