{"id":"W2217538938","doi":"","title":"벌크 화물선용 자동 밸러스트수 교환계획 시스템 개발","year":2004,"lang":"ko","type":"article","venue":"한국해양공학회지","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ballast; Port (circuit theory); Heuristic; Marine engineering; Computer science; Engineering; Function (biology); Environmental science; Operations research; Algorithm; Mechanical engineering; Electrical engineering; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003911352,0.0003275062,0.0002497818,0.0003769495,0.0007335662,0.000659115,0.0005445085,0.0004514834,0.004599528],"category_scores_gemma":[0.001187761,0.0001759498,0.0002161142,0.0003431642,0.0004003854,0.0006428368,0.0003108994,0.0003465201,0.0007709908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004937348,"about_ca_system_score_gemma":0.001365183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006802272,"about_ca_topic_score_gemma":0.008733137,"domain_scores_codex":[0.9998077,0.00003891782,0.00001181481,0.00005580806,0.00005760959,0.00002830659],"domain_scores_gemma":[0.9995509,0.0001665496,0.00007125246,0.00005145923,0.0001280668,0.00003178243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002934941,0.0002260773,0.006753739,0.0001505574,0.00002899712,0.0001440278,0.0001618147,0.4809596,0.03399134,0.02486668,0.003288592,0.4491351],"study_design_scores_gemma":[0.00003000543,0.0002323431,0.001365845,0.000009963371,0.00001263417,0.0001161645,0.00008935713,0.9687129,0.01402145,0.008394734,0.007001933,0.00001276742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1550255,0.00008947743,0.8302077,0.0002350607,0.00004385053,0.0001263979,0.00008069533,0.0008099343,0.01338138],"genre_scores_gemma":[0.5803868,0.00009532534,0.4084184,0.00004639928,0.0000154779,0.0001215233,0.000212519,0.0001076761,0.01059583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006802272,"threshold_uncertainty_score":0.015387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008820690077717295,"score_gpt":0.2051259699554063,"score_spread":0.196305279877689,"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."}}