{"id":"W4406462507","doi":"10.1016/0967-0653(96)85074-5","title":"10.1016/0967-0653(96)85074-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sargasso sea; Oceanography; Heterotroph; Flow cytometry; Environmental science; Bacteria; Biology; Geology; Paleontology; Molecular biology","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":[0.001579977,0.003589219,0.00251963,0.002970507,0.003286591,0.004431709,0.003950864,0.006227997,0.9911613],"category_scores_gemma":[0.001924528,0.001468542,0.001952246,0.002678818,0.003068896,0.007003394,0.004052815,0.003385046,0.9933656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001215101,"about_ca_system_score_gemma":0.0009430216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004324601,"about_ca_topic_score_gemma":0.003755699,"domain_scores_codex":[0.9992113,0.00005381402,0.00007828789,0.0002905748,0.0001685337,0.00019749],"domain_scores_gemma":[0.9970195,0.0007333469,0.0001650097,0.000319481,0.0005935958,0.001169097],"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":[0.0006402991,0.0003995812,0.001170984,0.0008895202,0.00006752495,0.0003886595,0.000160837,0.0006024727,0.003307483,0.004887118,0.3845358,0.6029496],"study_design_scores_gemma":[0.0001000078,0.0002449545,0.001225075,0.000593892,0.00002636148,0.0005290431,0.0002381253,0.0002598484,0.0005182892,0.0008572852,0.9953636,0.00004340838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006492583,0.0004839992,0.0007080511,0.0005516491,0.0004676608,0.0001659888,0.000848709,0.0009125034,0.9952121],"genre_scores_gemma":[0.0006727343,0.0002672984,0.0003554602,0.000329493,0.0001096581,0.00007558462,0.0003748088,0.0001624779,0.9976525],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008838654,"threshold_uncertainty_score":0.01260716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00527796527639072,"score_gpt":0.1652163289217495,"score_spread":0.1599383636453587,"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."}}