{"id":"W4406497876","doi":"10.1016/0967-0653(96)86649-x","title":"10.1016/0967-0653(96)86649-x","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; Unit (ring theory); Environmental science; Petroleum engineering; Geology; Psychology","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":[0.001126247,0.002761768,0.001740948,0.002355775,0.002577603,0.003556836,0.003171648,0.005407162,0.988468],"category_scores_gemma":[0.001665404,0.00105706,0.001475257,0.002171041,0.00228796,0.005312704,0.002793825,0.002780001,0.9919492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043735,"about_ca_system_score_gemma":0.0009185975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005534068,"about_ca_topic_score_gemma":0.004838418,"domain_scores_codex":[0.999438,0.00003797477,0.00005441249,0.0001895596,0.0001468224,0.0001332419],"domain_scores_gemma":[0.9978074,0.0005473281,0.0001266979,0.0002415943,0.0005028446,0.000774213],"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":[0.0004908192,0.0003076478,0.00120122,0.0007271881,0.0000479815,0.0003182186,0.0001494601,0.0004870918,0.002869374,0.005310846,0.3963768,0.5917134],"study_design_scores_gemma":[0.00005655182,0.0001453945,0.0009003312,0.0003566336,0.00001560335,0.0003662157,0.0001638028,0.0001676929,0.0004122506,0.0006146806,0.9967757,0.00002506532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004936596,0.0003823774,0.000583211,0.000399074,0.0003078278,0.0001062336,0.0005861425,0.0006791473,0.9964624],"genre_scores_gemma":[0.0006240269,0.000227886,0.0003216071,0.0002400837,0.00007487505,0.00005266505,0.0003303233,0.0001298471,0.9979987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01153201,"threshold_uncertainty_score":0.01644903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003871776587310119,"score_gpt":0.155543827915921,"score_spread":0.1516720513286109,"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."}}