{"id":"W4406532361","doi":"10.1016/0967-0653(95)91888-b","title":"10.1016/0967-0653(95)91888-b","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oil spill; Fishery; Habitat; Environmental science; Geography; Selection (genetic algorithm); Ecology; Biology; Environmental protection; Computer science","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":[0.001203936,0.002558162,0.001829636,0.00254521,0.002573202,0.003395687,0.003229872,0.00537684,0.9894897],"category_scores_gemma":[0.001744144,0.001095895,0.001381759,0.002161363,0.002068925,0.004799595,0.003123302,0.002479685,0.9924002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008258,"about_ca_system_score_gemma":0.0008915323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005842727,"about_ca_topic_score_gemma":0.005493848,"domain_scores_codex":[0.9994249,0.00003782021,0.00004937415,0.000202427,0.0001566032,0.0001289638],"domain_scores_gemma":[0.9976354,0.000607396,0.000136181,0.0002420916,0.0005367369,0.0008422129],"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":[0.0003934942,0.0002452593,0.0008621527,0.0006099622,0.00003542751,0.0002535428,0.0001104193,0.0003756569,0.002096538,0.004317097,0.4296584,0.561042],"study_design_scores_gemma":[0.00005484691,0.0001271823,0.0009423348,0.0003443518,0.00001386854,0.0003202023,0.0001495369,0.0001293882,0.0002859502,0.0005884992,0.9970222,0.00002174113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004056821,0.0004262158,0.0005262922,0.0004920907,0.000323975,0.0001155976,0.0006918453,0.0007456994,0.9962726],"genre_scores_gemma":[0.0005181507,0.0002206827,0.0002998851,0.0002543386,0.00007422747,0.00005652715,0.0003408775,0.0001323447,0.9981029],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01051027,"threshold_uncertainty_score":0.01499164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007789405835626862,"score_gpt":0.1739325316599638,"score_spread":0.166143125824337,"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."}}