{"id":"W1501421553","doi":"10.1016/s0065-3454(02)80010-9","title":"How to vocally identify kin in a crowd: The penguin model","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":217,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Polar Knowledge Canada","keywords":"Pygoscelis; Zoology; Biology; Nest (protein structural motif); Ecology; Communication; Geography; Foraging; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002061483,0.0004670435,0.0004079556,0.0001699231,0.0006556404,0.001288872,0.0008876527,0.001745057,0.003764309],"category_scores_gemma":[0.000638278,0.0001684451,0.0002676387,0.0001392432,0.001593102,0.001577522,0.0005917551,0.001036687,0.001222491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213195,"about_ca_system_score_gemma":0.0002799605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002301157,"about_ca_topic_score_gemma":0.003014557,"domain_scores_codex":[0.9999173,0.00003428376,0.000001696003,0.00002253751,0.0000127838,0.00001143843],"domain_scores_gemma":[0.9998618,0.00007256618,0.000009874211,0.00001132666,0.00001243873,0.00003200038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002092428,0.0001073976,0.00224381,0.0002742925,0.00008661528,0.001143031,0.001689637,0.03268483,0.01420205,0.7788069,0.02877607,0.1397761],"study_design_scores_gemma":[0.00004556189,0.0001406731,0.001908069,0.00007753888,0.00008654329,0.001435157,0.001223636,0.1490252,0.002466636,0.7892432,0.05427286,0.00007494305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1589917,0.0212711,0.4298645,0.02394293,0.002543777,0.0001043961,0.0002555118,0.0005431174,0.362483],"genre_scores_gemma":[0.8259793,0.005347977,0.06415637,0.001716961,0.0003504803,0.00009933277,0.00007793567,0.00008978556,0.1021818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003764309,"threshold_uncertainty_score":0.01259285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503980282063574,"score_gpt":0.3374302101536745,"score_spread":0.2923904073330388,"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."}}