{"id":"W2998274287","doi":"10.1109/phm-qingdao46334.2019.8943016","title":"Fault Characteristics of Breakage on Net Sheet of Aquaculture Net Cage","year":2019,"lang":"en","type":"article","venue":"","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Breakage; Net (polyhedron); Submarine pipeline; Fault (geology); Cage; Tension (geology); Structural engineering; Environmental science; Engineering; Geotechnical engineering; Geology; Computer science; Materials science; Mathematics; Composite material; Ultimate tensile strength","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":[0.00009292919,0.0002223494,0.0001909666,0.0003818838,0.0001754666,0.0002721383,0.0002251571,0.0004039948,0.001207744],"category_scores_gemma":[0.000556513,0.0001010791,0.0002244977,0.0001504354,0.0002872841,0.0004024494,0.0002049094,0.0002064075,0.00014504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632032,"about_ca_system_score_gemma":0.0001088096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826013,"about_ca_topic_score_gemma":0.001655508,"domain_scores_codex":[0.9999071,0.000009363646,0.000007572867,0.00002314826,0.00003031959,0.00002245519],"domain_scores_gemma":[0.9996953,0.00007155818,0.0001045859,0.00002924344,0.0000698397,0.00002947713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001140347,0.0001105014,0.1658084,0.0002473413,0.00008926092,0.005679484,0.0008552328,0.5914785,0.1881523,0.002995692,0.001361342,0.04208177],"study_design_scores_gemma":[0.00001290582,0.0004050043,0.1108752,0.0000192144,0.00003291879,0.0007894333,0.0003642751,0.8732204,0.01268766,0.0009098807,0.000648205,0.00003494551],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857507,0.00009428387,0.0120461,0.00003841198,0.00001337972,0.000005958225,0.00008828739,0.00008809378,0.001874721],"genre_scores_gemma":[0.9994648,0.00001892173,0.0002037555,0.000002006243,0.000001270259,0.00000108689,0.00004497479,0.000002270251,0.0002608009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002826013,"threshold_uncertainty_score":0.005619168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006433904993824911,"score_gpt":0.2193855110533996,"score_spread":0.2129516060595747,"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."}}