{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001527373,0.0001688819,0.0001238978,0.00003934076,0.00009416409,0.00006055587,0.0004382395,0.00004811205,0.999846],"category_scores_gemma":[0.000009196003,0.0001468712,0.00005344209,0.0002545014,0.00006905851,0.0001208403,0.0001710453,0.0001116153,0.9999639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001506381,"about_ca_system_score_gemma":0.00000227488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000242673,"about_ca_topic_score_gemma":0.000001538414,"domain_scores_codex":[0.9987525,0.00004328496,0.0001686508,0.0003371685,0.0003150933,0.0003832487],"domain_scores_gemma":[0.9994273,0.00001126425,0.00002524571,0.0003780506,0.000004272011,0.0001539019],"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":[0.00003630126,0.00004486559,4.104275e-7,0.000001665522,0.000009004853,0.00001134111,0.00005145737,0.001832715,0.00001704349,3.925173e-7,0.1743829,0.8236119],"study_design_scores_gemma":[0.0001486286,0.0001071381,0.00002055909,0.000007916493,0.00001164399,0.000003351717,0.000002230021,0.0006114186,0.0002732609,0.00001194748,0.9985995,0.0002024435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000925725,0.000006849744,0.000002416228,0.0002884085,0.000001334997,0.0002612751,0.000004978551,0.0001319606,0.998377],"genre_scores_gemma":[0.000170046,1.153242e-7,0.00019553,0.0001410277,0.00004487274,0.00002756059,0.0000107743,0.00002583155,0.9993842],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8242165,"threshold_uncertainty_score":0.5989233,"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."}}