{"id":"W2906929899","doi":"","title":"Comparative Study on Probability Distributions of Riser Responses","year":2018,"lang":"en","type":"article","venue":"UTAS Research Repository","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Weibull distribution; Probability distribution; Storm; Extreme value theory; Generalized extreme value distribution; Log-normal distribution; Gumbel distribution; Moment (physics); Probability density function; Statistics; Mathematics; Meteorology; Geography; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0007063767,0.00007821895,0.0001637198,0.0001786948,0.0002201323,0.00004183924,0.0001573256,0.00003797579,0.00003413345],"category_scores_gemma":[0.0001362039,0.00006868432,0.00005149616,0.0004927744,0.0002715013,0.00006179427,0.00004453496,0.0002079514,0.00004797391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273001,"about_ca_system_score_gemma":0.00005434775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006804245,"about_ca_topic_score_gemma":0.00006503129,"domain_scores_codex":[0.9985545,0.00039299,0.0002408119,0.0001779379,0.0004453381,0.0001884178],"domain_scores_gemma":[0.9987827,0.0002393108,0.00001942906,0.0004297432,0.0004513871,0.00007744163],"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":[0.002511132,0.007782905,0.1334254,0.000286576,0.002358237,0.000100734,0.02167124,0.01936653,0.7227673,0.03478577,0.05381709,0.001127146],"study_design_scores_gemma":[0.0007597098,0.002848575,0.3811989,0.00005735653,0.00005322667,0.000004064949,0.002720892,0.3047263,0.3029958,0.0009940118,0.003282911,0.0003582832],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854562,0.00003253282,0.001112751,0.00002694459,0.00007962016,0.0003248556,0.00003054918,0.00006078891,0.01287576],"genre_scores_gemma":[0.999208,0.000002371024,0.0001181345,0.000001376668,0.00006721088,0.00004178664,0.000007365539,0.000007470635,0.0005462806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4197715,"threshold_uncertainty_score":0.2800865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09318104699288214,"score_gpt":0.3910424285041373,"score_spread":0.2978613815112551,"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."}}