{"id":"W2518136372","doi":"10.1111/mms.12338","title":"Consensus movements by groups of sperm whales","year":2016,"lang":"en","type":"article","venue":"Marine Mammal Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University; Cetacean Society International; National Geographic Society","keywords":"Heading (navigation); Foraging; Geodesy; Sperm; Geography; Biology; Ecology","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":[0.0005603904,0.000160332,0.000191169,0.00003188202,0.0001667988,0.00002122449,0.0007289039,0.00002600548,0.00794444],"category_scores_gemma":[0.0001872606,0.000104362,0.00004875708,0.0005515852,0.001740551,0.0002050826,0.002898694,0.00004768087,0.0004997499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058766,"about_ca_system_score_gemma":0.00001702509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004129456,"about_ca_topic_score_gemma":0.001274944,"domain_scores_codex":[0.9979424,0.00002482947,0.0002845836,0.0004930474,0.0007598876,0.0004951953],"domain_scores_gemma":[0.9992783,0.00006818903,0.0001298939,0.0003412863,0.00002358927,0.0001587576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001904136,0.00007485816,0.7745473,0.000007887971,0.000004836972,0.000005888004,0.00002613402,0.000001470532,0.0837431,0.0005977314,0.003647806,0.1373239],"study_design_scores_gemma":[0.0004615302,0.000179513,0.9347886,0.00001774602,0.000006501588,0.0000080724,0.00003178019,0.00005459634,0.01891936,0.001004786,0.04427665,0.0002508935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8520114,0.00002088813,0.00004262114,0.0004553585,0.00008608501,0.0001504168,0.00001170811,0.0000264775,0.147195],"genre_scores_gemma":[0.9943399,0.00007291216,0.0007272428,0.0002352937,0.00002002438,0.000008697797,6.797594e-7,0.00000821404,0.004587051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1602412,"threshold_uncertainty_score":0.9929624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01155910762199206,"score_gpt":0.2250144297914234,"score_spread":0.2134553221694314,"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."}}