{"id":"W4386952424","doi":"10.1115/omae2023-101058","title":"Jellyfish Deflection From Marine Fish Pens Using Bubbler Technology","year":2023,"lang":"en","type":"article","venue":"","topic":"Marine Invertebrate Physiology and Ecology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Jellyfish; Environmental science; Deflection (physics); Marine engineering; Deflection angle; Seawater; Volumetric flow rate; Fishery; Oceanography; Engineering; Geology; Biology; Mechanics","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":[0.0002733813,0.0003173484,0.0002277808,0.0002310383,0.0001853685,0.000227972,0.0003016393,0.0002765616,0.001891962],"category_scores_gemma":[0.000590108,0.0001433855,0.0003024585,0.0001216083,0.0002171991,0.0002768977,0.000415943,0.0001792333,0.0002408756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003078921,"about_ca_system_score_gemma":0.0002091936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702285,"about_ca_topic_score_gemma":0.0022521,"domain_scores_codex":[0.9997607,0.00002887824,0.00001319674,0.00004019913,0.0001182972,0.00003865641],"domain_scores_gemma":[0.999631,0.0001226276,0.00007943922,0.00003646564,0.00008397593,0.00004636592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003430389,0.00004327331,0.01145589,0.0001051169,0.00001266392,0.0002012381,0.0001391931,0.002700765,0.9739627,0.00002943103,0.00006242134,0.01094433],"study_design_scores_gemma":[0.00005035759,0.005097222,0.100748,0.00003234948,0.00003978238,0.0002732241,0.0003593368,0.01176385,0.8801941,0.00005295812,0.001351698,0.0000370849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982072,0.00004869765,0.001332404,0.000009540297,0.000003357908,0.00001720594,0.00004524374,0.00004013636,0.0002963134],"genre_scores_gemma":[0.9980014,0.00004796282,0.001045544,0.000009061302,0.000001134022,0.000009802369,0.00004313796,0.000008517583,0.0008333703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001891962,"threshold_uncertainty_score":0.006329298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02740754395990841,"score_gpt":0.2275719244610134,"score_spread":0.200164380501105,"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."}}