{"id":"W3126462704","doi":"10.3389/fmars.2021.598633","title":"How Do Marine Mammals Manage and Usually Avoid Gas Emboli Formation and Gas Embolic Pathology? Critical Clues From Studies of Wild Dolphins","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Global Affairs Canada","funders":"Office of Naval Research","keywords":"Marine mammal; Bottlenose dolphin; Biology; Physiology; Decompression sickness; Whale; Mammal; Neuroscience; Zoology; Decompression; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008877985,0.0002479515,0.0005442619,0.0001327613,0.0002875758,0.0001371383,0.0003836197,0.00006289042,0.0001420859],"category_scores_gemma":[0.001219202,0.0002265369,0.00004330479,0.0007652346,0.002791388,0.001060273,0.005494143,0.0002010323,0.000003995817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520475,"about_ca_system_score_gemma":0.00001943179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004509484,"about_ca_topic_score_gemma":0.001289442,"domain_scores_codex":[0.9976871,0.0001236193,0.0003883867,0.0007430935,0.0005473091,0.0005104861],"domain_scores_gemma":[0.9991519,0.0001389781,0.0001294581,0.0003724626,0.00006473504,0.0001424838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002724201,0.00007453742,0.8331749,0.000138033,0.0000193134,0.0001088551,0.001114879,0.000007176501,0.0014221,0.000832391,0.001053688,0.1620268],"study_design_scores_gemma":[0.0004851579,0.0001285678,0.9451057,0.00006640474,0.00004547126,0.0000519356,0.003658075,0.000817653,0.001711026,0.04537416,0.002239221,0.0003166837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892452,0.001303121,0.0004023509,0.002503753,0.0002960796,0.0002185655,0.00001352717,0.00002368108,0.005993747],"genre_scores_gemma":[0.9153203,0.01093935,0.07294159,0.0004018577,0.00004607895,0.0000243593,0.000007194843,0.00001403837,0.0003052695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1617101,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01637841826059931,"score_gpt":0.2615230914958773,"score_spread":0.245144673235278,"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."}}