{"id":"W4406484868","doi":"10.1016/0967-0653(93)91446-j","title":"10.1016/0967-0653(93)91446-j","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Benthic zone; Pelagic zone; Oceanography; Environmental science; Coupling (piping); Fishery; Geology; Biology; Materials 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":[0.001324863,0.00324177,0.002169754,0.003121388,0.003578939,0.003943557,0.004081717,0.006571602,0.991203],"category_scores_gemma":[0.002075238,0.001453351,0.001724922,0.00263309,0.002714086,0.006908992,0.004090252,0.003157206,0.9941201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204147,"about_ca_system_score_gemma":0.001032209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006867826,"about_ca_topic_score_gemma":0.005882906,"domain_scores_codex":[0.9993609,0.00004011085,0.00005816125,0.0002255251,0.0001556111,0.0001597825],"domain_scores_gemma":[0.9975253,0.0005718943,0.0001439994,0.0002792676,0.0004997901,0.0009797694],"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":[0.0004397426,0.0003592192,0.001322698,0.0006856492,0.00004814858,0.000345522,0.0001641838,0.0004910659,0.002252378,0.004917574,0.4385614,0.5504125],"study_design_scores_gemma":[0.00008519811,0.0001717799,0.001378605,0.0004914672,0.00002226766,0.0004689915,0.0002295247,0.0001923765,0.0003363109,0.0007797268,0.9958076,0.00003620512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004633519,0.0003140528,0.000465023,0.000493146,0.0003316857,0.000127237,0.0007675647,0.0008108993,0.996227],"genre_scores_gemma":[0.0006526457,0.0002079458,0.0003297196,0.0003385605,0.00008820696,0.00007404276,0.0004184368,0.0001763785,0.9977142],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00879705,"threshold_uncertainty_score":0.01365572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008377375202376667,"score_gpt":0.1755547521861022,"score_spread":0.1671773769837256,"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."}}