{"id":"W3125157084","doi":"10.3389/fmars.2021.603065","title":"Variability of Lipids and Fatty Acids in Pacific Walrus Blubber","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"North Pacific Research Board; U.S. Geological Survey; Natural Sciences and Engineering Research Council of Canada; U.S. Fish and Wildlife Service","keywords":"Blubber; Biology; Zoology; Population; Marine mammal; Animal science; Fatty acid; Ecology; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002433136,0.0001971066,0.0001878786,0.001168751,0.0004082073,0.0004003309,0.0002053332,0.0002010454,0.0005905404],"category_scores_gemma":[0.0004971526,0.0001714258,0.0001751894,0.0005809967,0.0003057536,0.0003024827,0.000378819,0.0001976471,0.000170551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003492406,"about_ca_system_score_gemma":0.0001371431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01194162,"about_ca_topic_score_gemma":0.02341244,"domain_scores_codex":[0.9998758,0.00001367155,0.000007742826,0.00005017105,0.00003137203,0.00002129554],"domain_scores_gemma":[0.9996221,0.00005134877,0.0001706088,0.0000249292,0.00008985805,0.00004104835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002664436,0.00002032392,0.9060026,0.00003358859,0.00009080135,0.000106395,0.0008591339,0.0001490864,0.08589107,0.00003582139,0.00006761395,0.006477039],"study_design_scores_gemma":[4.843441e-7,0.00001348905,0.9992964,0.000001751904,0.000006250606,0.00002431369,0.00008610135,0.00005725171,0.0004415357,0.000005777438,0.00006530834,0.000001300707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994624,0.00006808308,0.00009993707,0.000004363977,7.686967e-7,0.000001793685,0.0001654543,0.000003049442,0.0001942],"genre_scores_gemma":[0.9985397,0.00008891914,0.000431207,0.0000216408,0.000003176052,0.00001009477,0.0005799963,0.000005465471,0.0003196972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01194162,"threshold_uncertainty_score":0.02374423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007670290917189295,"score_gpt":0.2177157143598909,"score_spread":0.2100454234427016,"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."}}