{"id":"W2903103911","doi":"10.2478/ntpe-2018-0026","title":"Ship Route Programming in Restricted and Coastal Areas in Tropical Cyclone Regions","year":2018,"lang":"en","type":"article","venue":"New Trends in Production Engineering","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tropical cyclone; Shore; Meteorology; Cyclone (programming language); Environmental science; Geography; Oceanography; Computer science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007246501,0.0001227997,0.0001641759,0.0005059657,0.00003536153,0.00004107717,0.00009709239,0.00008637147,0.0001042759],"category_scores_gemma":[0.0001769003,0.0001109484,0.00002083658,0.001350301,0.00007040751,0.0002101261,0.00001769146,0.0003865967,0.00000943448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001789426,"about_ca_system_score_gemma":0.00002240535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005767986,"about_ca_topic_score_gemma":0.07626957,"domain_scores_codex":[0.9987338,0.00004218781,0.0002539608,0.0003645406,0.0001880625,0.0004174612],"domain_scores_gemma":[0.9996476,0.00004020657,0.00001868303,0.0001314367,0.00001367831,0.0001483735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007049103,0.00002522536,0.8270561,0.0000105544,0.000002189243,0.00002735601,0.0001261147,0.002650426,0.00008630102,0.0001403378,0.00004039507,0.1697645],"study_design_scores_gemma":[0.0004266845,0.0001276045,0.989291,0.00003837901,0.000001587006,0.00002334663,0.00002875221,0.006524363,0.00004677092,0.0001431852,0.003227644,0.000120728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973889,0.0001820741,0.0002875765,0.001493008,0.0002627794,0.00009618777,0.0000027013,0.00005607532,0.0002307126],"genre_scores_gemma":[0.9968181,0.00004368253,0.002448364,0.000007625751,0.0004537913,0.000003753344,0.00002319224,0.000004951371,0.0001964934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1696438,"threshold_uncertainty_score":0.9405861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412874668793648,"score_gpt":0.2502694293714224,"score_spread":0.2261406826834859,"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."}}