{"id":"W2060325792","doi":"10.1007/s00300-008-0405-4","title":"Geographic variations in underwater male Weddell seal Trills suggest breeding area fidelity","year":2008,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Australian Antarctic Division; Natural Sciences and Engineering Research Council of Canada; National Geographic Society; National Science Foundation","keywords":"Biology; Discriminant function analysis; Sound (geography); Geographic variation; Bioacoustics; Underwater; Zoology; Ecology; Oceanography; Acoustics; Geology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002644652,0.0001285532,0.0001948507,0.00005204806,0.0001730635,0.00000583666,0.000192969,0.00009847261,0.00347954],"category_scores_gemma":[0.00005403182,0.0001117786,0.00006171987,0.0002754875,0.0002242803,0.0000833771,0.0003923847,0.0001503004,0.000435028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009787427,"about_ca_system_score_gemma":0.000007852626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02349903,"about_ca_topic_score_gemma":0.0177413,"domain_scores_codex":[0.9988827,0.00009824876,0.000238276,0.0003222303,0.00008520469,0.000373312],"domain_scores_gemma":[0.999624,0.00007474019,0.0000563701,0.0001737616,0.000007203463,0.00006392524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000736948,0.00005130105,0.9968475,0.000002876568,0.000009211143,0.000009573184,0.00007941612,0.00001649464,0.00155157,0.0002446914,0.0006113697,0.0005685909],"study_design_scores_gemma":[0.0002450917,0.00009117186,0.9682499,0.000002726623,0.000006371,0.00004126553,0.00001423873,0.0001978476,0.00005030031,0.0005542328,0.03040832,0.0001386013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820662,0.0002036924,0.0002329461,0.0007600732,0.00008394328,0.0001594457,0.00002753527,0.00002827357,0.0164379],"genre_scores_gemma":[0.9980174,0.000524739,0.0005169074,0.0005420989,0.00003915004,0.0000136905,0.00002502682,0.000007511403,0.000313458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02979695,"threshold_uncertainty_score":0.9974314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03130474718592302,"score_gpt":0.2463235526552686,"score_spread":0.2150188054693456,"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."}}