{"id":"W4403407251","doi":"10.1093/law/9780199683949.003.0005","title":"Regulation of Land-Based Marine Pollution","year":2016,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"International Maritime Law Issues","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Pollution; Eutrophication; Environmental science; Marine pollution; Environmental protection; Pollutant; Nutrient pollution; Sewage; Litter; Nutrient; Ecology; Environmental engineering; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005626161,0.0001496508,0.0001560008,0.00005744386,0.00005462076,0.000006118162,0.0002545391,0.0001753518,0.002040982],"category_scores_gemma":[0.000003847833,0.0001498785,0.00009300689,0.000004146911,0.0002172148,0.00007817028,0.000302866,0.00008715345,0.00001252362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002808165,"about_ca_system_score_gemma":0.00001337418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002855223,"about_ca_topic_score_gemma":0.00009296188,"domain_scores_codex":[0.9992083,0.00001605287,0.0001230411,0.0002283732,0.0003131105,0.0001111067],"domain_scores_gemma":[0.9994711,0.0000281699,0.0001965234,0.0002333965,0.00002640533,0.00004438245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002161257,0.00001305331,0.0004087611,0.00002463341,0.00004396209,0.00001408844,0.00002171718,0.0001878743,0.0006596579,0.9862322,0.0008941865,0.0112838],"study_design_scores_gemma":[0.0004106209,0.00004331018,0.002273536,0.00008202646,0.00004527316,0.000001267513,7.286607e-7,0.0001732244,0.00115094,0.005310211,0.9903311,0.0001777395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005651573,0.000001874511,0.0003444783,0.00004231622,0.00006131662,0.0001644447,0.0000938713,0.00003738272,0.9986892],"genre_scores_gemma":[0.06000968,0.000009139538,0.0004488082,0.00002443196,0.00003547327,2.007747e-7,0.00003564287,0.00001646855,0.9394202],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9894369,"threshold_uncertainty_score":0.9988713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031901256896889,"score_gpt":0.1804574630368005,"score_spread":0.1701384504678316,"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."}}