{"id":"W4406436426","doi":"10.1016/0967-0653(95)92067-l","title":"10.1016/0967-0653(95)92067-l","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oil spill; Environmental science; Oceanography; Fishery; Geology; Biology; Environmental engineering","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":[0.0000887817,0.00008462807,0.00006703423,0.00001631438,0.00009199276,0.00002496222,0.0001155109,0.0000421076,0.9996665],"category_scores_gemma":[0.00001267602,0.00008278038,0.00003575111,0.0001881083,0.0000431079,0.0001277237,0.00003298887,0.00006126827,0.9995189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007246012,"about_ca_system_score_gemma":0.000002951596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009173524,"about_ca_topic_score_gemma":0.000002070559,"domain_scores_codex":[0.9993286,0.0000235202,0.0001046968,0.000194742,0.0001718431,0.0001766301],"domain_scores_gemma":[0.9996739,0.000009935732,0.00001686072,0.0001657287,0.000003452383,0.0001301215],"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":[0.00001345167,0.00001977842,6.223169e-7,6.646284e-7,0.000001783573,0.000001031055,0.00001383091,0.0002596306,0.0004438169,1.865164e-7,0.1966235,0.8026217],"study_design_scores_gemma":[0.0001202832,0.00007837545,0.0004253465,0.000003229503,0.000004531305,0.000005024833,9.180149e-7,0.0003352271,0.0009275067,0.00001121381,0.9979703,0.0001180667],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004472329,0.000008519325,0.000001582565,0.0001748309,0.000002249759,0.0001075936,0.000003591388,0.0001070201,0.9951223],"genre_scores_gemma":[0.001244644,2.962196e-7,0.0001091023,0.0001084297,0.00004718671,0.00001391658,0.00000648172,0.00001162695,0.9984583],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8025036,"threshold_uncertainty_score":0.3375686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003919548229616357,"score_gpt":0.1562881997567553,"score_spread":0.152368651527139,"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."}}