{"id":"W2015965056","doi":"10.4043/25357-ms","title":"Squall Characterization in the Gulf of Mexico","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"National Center for Atmospheric Research; National Science Foundation","keywords":"Squall line; Storm; Meteorology; Geology; Submarine pipeline; Event (particle physics); Climatology; Environmental science; Wind speed; Oceanography; Geography","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":[0.0001618891,0.0001221427,0.000196993,0.0002034723,0.00001859311,0.000007982946,0.0003443418,0.0001235059,0.00002226724],"category_scores_gemma":[0.00007542304,0.00009551326,0.00002227374,0.0003531134,0.00008873986,0.00004208082,0.00004741591,0.0002044576,0.000009290185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001038044,"about_ca_system_score_gemma":0.00000665073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003639262,"about_ca_topic_score_gemma":0.00003975581,"domain_scores_codex":[0.9994035,0.00001513904,0.0002027874,0.0001140111,0.00008860788,0.0001759436],"domain_scores_gemma":[0.9995717,0.00004599465,0.00002767998,0.0003043106,0.00004003715,0.00001031939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0000126966,0.000113347,0.1216008,0.0003319712,0.00009802388,0.00001138711,0.00203717,0.00218301,0.05695023,0.4950442,0.001289155,0.3203281],"study_design_scores_gemma":[0.001266945,0.0004392152,0.6270494,0.0003300594,0.00007057506,0.00004154315,0.001078332,0.1393976,0.06434665,0.01922819,0.1455275,0.001224054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.903048,0.0001262675,0.07469728,0.001677374,0.0002582941,0.0002317748,0.000009507415,0.0005933265,0.01935814],"genre_scores_gemma":[0.999415,0.00009722521,0.0003381636,0.00003109374,0.00002301464,0.0000342575,0.00001435854,0.00001165106,0.00003523878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5054486,"threshold_uncertainty_score":0.3894918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008799269361767868,"score_gpt":0.2040176558543465,"score_spread":0.1952183864925787,"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."}}