{"id":"W2803203023","doi":"","title":"해상화학사고 대응을 위한 국내 교육훈련체계 개선에 관한 연구 국내 체계와 - 외국 체계의 비교를 기반으로 -","year":2017,"lang":"ko","type":"article","venue":"해양환경안전학회지","topic":"Marine and Coastal Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coast guard; Curriculum; Training (meteorology); Government (linguistics); Political science; Business; Guard (computer science); Higher education; Economic growth; Environmental protection; Geography; Economics","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007369033,0.0006556706,0.0006938414,0.0002577599,0.0008841089,0.001085071,0.001895759,0.0004644956,0.007884087],"category_scores_gemma":[0.0006918926,0.0006802799,0.0003690228,0.0002512742,0.0002630343,0.0006771552,0.00164229,0.001279826,0.005865423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976678,"about_ca_system_score_gemma":0.0002346736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002829441,"about_ca_topic_score_gemma":0.001141417,"domain_scores_codex":[0.9957622,0.0001062897,0.0006213345,0.0008301583,0.001043142,0.001636882],"domain_scores_gemma":[0.9961372,0.0002125081,0.0001763315,0.002697382,0.0002095821,0.0005669891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007097413,0.001187364,0.1016643,0.005271536,0.001743578,0.001778273,0.002586236,0.001225112,0.03463526,0.02105393,0.1762001,0.6519445],"study_design_scores_gemma":[0.002838443,0.0004064902,0.3491089,0.0007197433,0.0001826394,0.00007088147,0.0003377387,0.02018286,0.007074772,0.004498288,0.6123556,0.002223575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4823539,0.00128824,0.0006058571,0.002850929,0.0031094,0.0009540305,0.0002060596,0.0005157043,0.5081159],"genre_scores_gemma":[0.9235769,0.0009202132,0.000273445,0.0001291562,0.001452204,0.00005875648,0.00004216177,0.0001703383,0.07337683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.649721,"threshold_uncertainty_score":0.9999519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02883127431243827,"score_gpt":0.3013830120134043,"score_spread":0.272551737700966,"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."}}