{"id":"W3168926127","doi":"10.1002/ece3.7523","title":"A deep dive into fat: Investigating blubber lipidomic fingerprint of killer whales and humpback whales in northern Norway","year":2021,"lang":"en","type":"article","venue":"Ecology and Evolution","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Blubber; Humpback whale; Lipidome; Biology; Whale; Population; Fishery; Zoology; Lipidomics; Ecology; Bioinformatics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001723127,0.0002778863,0.0003406649,0.0007601934,0.0004762264,0.0003530046,0.0001600335,0.0003585978,0.0006243814],"category_scores_gemma":[0.0002100515,0.000148941,0.0002408791,0.0003763967,0.0002760795,0.0002497621,0.0003781035,0.0002185857,0.0001903685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001611937,"about_ca_system_score_gemma":0.0001562679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01214515,"about_ca_topic_score_gemma":0.02566027,"domain_scores_codex":[0.9999211,0.000006908309,0.000003587164,0.00003734216,0.00001274083,0.00001830009],"domain_scores_gemma":[0.9998976,0.00001240238,0.00002396968,0.000006260334,0.00003221848,0.00002759393],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005859515,0.00007761341,0.6503201,0.00013001,0.0001228471,0.0007353296,0.002518221,0.0002307004,0.3348778,0.00005632528,0.0002709964,0.01007403],"study_design_scores_gemma":[0.000002328557,0.00009780034,0.996083,0.00001071923,0.00002663086,0.0002303112,0.001156799,0.0002334193,0.00159598,0.0000274039,0.0005285935,0.000006834864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987122,0.0002097944,0.0003536666,0.00001368188,0.000008615311,0.00000585249,0.000478211,0.000007208489,0.0002108452],"genre_scores_gemma":[0.9969701,0.0001543199,0.0008682185,0.00007182891,0.000007395068,0.00001834624,0.001279905,0.0000120102,0.0006178478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01214515,"threshold_uncertainty_score":0.02414894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031600058426418,"score_gpt":0.2171265798927385,"score_spread":0.2068105793084744,"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."}}