{"id":"W4396778431","doi":"10.1111/mms.13138","title":"Humpback whale (<i>Megaptera novaeangliae</i>) social calls in southern British Columbia","year":2024,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Conservation Society Canada; University of Victoria","funders":"Liber Ero Foundation; Mitacs; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Humpback whale; Fishery; Cetacea; Geography; Whale; Euphausiacea; Biology; Crustacean","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002907282,0.000149203,0.0001351847,0.001651929,0.001099712,0.0007529606,0.0002544998,0.0001752591,0.001977142],"category_scores_gemma":[0.0006285306,0.0001022815,0.00006483449,0.001839829,0.0004744622,0.0001967159,0.0003839197,0.0001994903,0.0002364925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003021023,"about_ca_system_score_gemma":0.002270796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9079726,"about_ca_topic_score_gemma":0.9816728,"domain_scores_codex":[0.9998217,0.00002200312,0.000009830143,0.00004039004,0.00006485192,0.00004135114],"domain_scores_gemma":[0.9990133,0.000112491,0.000136705,0.00004420248,0.0005208058,0.0001725124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009705184,0.00003141334,0.9174361,0.0001545349,0.00003743163,0.0002522467,0.00401485,0.0002010551,0.01286276,0.0001118432,0.002555192,0.06224561],"study_design_scores_gemma":[4.860503e-7,0.000004425473,0.9978977,0.0000119989,0.000002511666,0.00001546678,0.0009080998,0.00003796332,0.00009885976,0.000006497193,0.001013905,0.000002086796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931236,0.0007381987,0.000165167,0.0001090997,0.000009359237,0.00001489556,0.0008328804,0.00001379738,0.004993105],"genre_scores_gemma":[0.9960305,0.0006011055,0.0003143315,0.00006629097,0.000006353809,0.00001532443,0.0006384032,0.000007736535,0.002319845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09202743,"threshold_uncertainty_score":0.1851388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053106755444636,"score_gpt":0.2251534010568231,"score_spread":0.2146223335023767,"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."}}