{"id":"W4406537261","doi":"10.1016/s0967-0653(98)84395-0","title":"10.1016/s0967-0653(98)84395-0","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pelagic zone; Ecology; Biology; Heterotroph; Bacteria; Geography","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":[0.001455026,0.003104593,0.002176904,0.003115806,0.002722146,0.004261869,0.003721108,0.00600556,0.9908338],"category_scores_gemma":[0.002007859,0.001208439,0.001881997,0.002640416,0.002472891,0.006422599,0.003730279,0.003034991,0.9929241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001213603,"about_ca_system_score_gemma":0.001109036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004331671,"about_ca_topic_score_gemma":0.00332164,"domain_scores_codex":[0.9992839,0.0000496285,0.00006168833,0.000262545,0.0001835265,0.0001586715],"domain_scores_gemma":[0.9970859,0.0006941452,0.0001867713,0.0003353861,0.0005860148,0.001111852],"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":[0.0004104231,0.0002715244,0.0007832426,0.0006592858,0.00004882417,0.0002424971,0.0001270472,0.0004545702,0.002155461,0.005119131,0.3806832,0.6090447],"study_design_scores_gemma":[0.00007028235,0.0001489789,0.0007537152,0.0004110266,0.00001715097,0.0003568778,0.0001321896,0.0002022009,0.0003096316,0.0006108727,0.9969581,0.00002897323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000455242,0.0003899825,0.0007642516,0.0004547448,0.0003879109,0.0001414352,0.000652459,0.0009056535,0.9958482],"genre_scores_gemma":[0.000465832,0.0001877452,0.0003507878,0.0002302389,0.00008383777,0.00006892125,0.0002882362,0.000155296,0.9981691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009166181,"threshold_uncertainty_score":0.01307446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005494639713581654,"score_gpt":0.1691557448542529,"score_spread":0.1636611051406713,"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."}}