{"id":"W2042029054","doi":"10.1016/s0967-0653(97)82317-4","title":"10.1016/s0967-0653(97)82317-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Integrated Water Resources Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oil pollution; Fishery; Pollution; Oil spill; Marine pollution; Environmental science; Geography; Oceanography; Environmental protection; Ecology; Biology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001156048,0.002793421,0.001950166,0.002846088,0.002441057,0.004120815,0.003684198,0.005978803,0.9896097],"category_scores_gemma":[0.001744951,0.00104185,0.001586007,0.002720921,0.001950842,0.005641208,0.003337546,0.002758016,0.9931245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194334,"about_ca_system_score_gemma":0.001191295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004804688,"about_ca_topic_score_gemma":0.003753236,"domain_scores_codex":[0.9993309,0.00004260449,0.00005611374,0.0002383839,0.0001847844,0.0001472241],"domain_scores_gemma":[0.9977214,0.0005464189,0.0001559829,0.0002679003,0.0005614776,0.0007468451],"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":[0.0003156202,0.0002058973,0.0007293631,0.0005753127,0.00003589068,0.000229003,0.0001140526,0.0004083071,0.001847002,0.005040608,0.3729024,0.6175965],"study_design_scores_gemma":[0.00004858559,0.0001089157,0.0005737303,0.0003344518,0.00001422919,0.0002947153,0.0001096933,0.0001698304,0.0002909474,0.0005146275,0.9975184,0.00002193282],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003906893,0.0003876532,0.0006729354,0.0003942707,0.0002935996,0.0001116023,0.0006604184,0.0008434121,0.9962454],"genre_scores_gemma":[0.0004716837,0.0001745986,0.0002863249,0.000186503,0.00005652645,0.00005553917,0.0003225567,0.0001388103,0.9983076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01039028,"threshold_uncertainty_score":0.0148204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005099508538239847,"score_gpt":0.1559017677164663,"score_spread":0.1508022591782265,"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."}}