{"id":"W2078941626","doi":"10.1578/016754203101024121","title":"Structural variation in the songs of Atlantic walruses breeding in the Canadian High Arctic","year":2003,"lang":"en","type":"article","venue":"Aquatic Mammals","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Variation (astronomy); Arctic; The arctic; Geography; Fishery; Oceanography; Biology; Ecology; Geology; Physics; Astronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003577264,0.0001754736,0.0002169307,0.001580123,0.001467417,0.0005829239,0.0005330832,0.00025399,0.001377998],"category_scores_gemma":[0.0008076567,0.0001657831,0.0001986468,0.002119067,0.000852923,0.0001696026,0.000504304,0.0002601748,0.0001220595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002788564,"about_ca_system_score_gemma":0.003019064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8844607,"about_ca_topic_score_gemma":0.9735668,"domain_scores_codex":[0.9996191,0.00003927188,0.00001287353,0.0001050909,0.0000785494,0.000145133],"domain_scores_gemma":[0.9992067,0.00007619817,0.0001517573,0.00003432942,0.0003391957,0.0001917583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001327935,0.00002258246,0.9808367,0.00002235221,0.000125022,0.00006651568,0.002484226,0.0001506153,0.007872706,0.0001289212,0.0002656089,0.007891961],"study_design_scores_gemma":[3.477565e-7,0.000002778633,0.9996167,0.000001135765,0.000003113135,0.000008274086,0.0002604759,0.00001327557,0.00002142304,0.000003592161,0.00006775674,9.83329e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986497,0.0001818566,0.00004698375,0.00002697126,0.000002683248,0.000002133998,0.0002425771,0.000001805734,0.0008453036],"genre_scores_gemma":[0.9990926,0.0001203628,0.00007044767,0.00001656294,0.000002858316,0.000002698087,0.0002348807,0.000002948346,0.0004566914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1155393,"threshold_uncertainty_score":0.2324393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444327155302143,"score_gpt":0.2317304282264988,"score_spread":0.2072871566734774,"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."}}