{"id":"W3200326648","doi":"","title":"해역이용협의서 중 퇴적물 환경기준 개선방안 연구 -항만 어항개발사업 사례를 중심으로-","year":2021,"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":"Dredging; Sediment; Environmental science; Land reclamation; Fishing; Port (circuit theory); Environmental resource management; Marine pollution; Pollution; Environmental planning; Environmental protection; Fishery; Oceanography; Geography; Ecology; Engineering; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000415516,0.0004868712,0.0005602204,0.0001926589,0.0001969136,0.0003441458,0.0005479807,0.0003432395,0.01167257],"category_scores_gemma":[0.0003917674,0.00053951,0.0003269863,0.0009717682,0.00008872753,0.0002539722,0.0008679251,0.001060547,0.005013099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345354,"about_ca_system_score_gemma":0.0003985796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006674126,"about_ca_topic_score_gemma":0.0008892639,"domain_scores_codex":[0.9963995,0.0001530477,0.000556243,0.0007094191,0.0008944785,0.001287316],"domain_scores_gemma":[0.9977583,0.0002559071,0.00005543135,0.001116295,0.0003014736,0.000512604],"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":[0.0001825618,0.001013922,0.02691135,0.003364704,0.001255483,0.007216981,0.001604483,0.002772972,0.02636272,0.02844296,0.1605541,0.7403178],"study_design_scores_gemma":[0.001543252,0.0002100207,0.01845066,0.0003417342,0.0001203525,0.0001522188,0.000728691,0.01515845,0.02185935,0.001494328,0.9386179,0.001323026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2239996,0.006195916,0.001930732,0.003067272,0.002732414,0.0005345326,0.0001605905,0.0005732002,0.7608058],"genre_scores_gemma":[0.8818405,0.002133558,0.000535865,0.0003039477,0.001156134,0.00003987539,0.0001159552,0.0001562687,0.1137179],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7780638,"threshold_uncertainty_score":0.9997057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01667002536210564,"score_gpt":0.26209277902972,"score_spread":0.2454227536676144,"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."}}