{"id":"W4406382528","doi":"10.1016/0967-0653(96)80007-n","title":"10.1016/0967-0653(96)80007-n","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":"Biomass (ecology); Heterotroph; Microbial loop; Environmental science; Bacteria; Loop (graph theory); Production (economics); Biology; Ecology; Economics; Mathematics; Paleontology","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":[0.001335088,0.003299855,0.002250241,0.002859961,0.003275801,0.003789029,0.003799278,0.005672611,0.9910103],"category_scores_gemma":[0.001900703,0.001343006,0.001773917,0.002519138,0.00271931,0.006233604,0.003925711,0.00296688,0.9931224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001165523,"about_ca_system_score_gemma":0.0009905226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005052238,"about_ca_topic_score_gemma":0.004468679,"domain_scores_codex":[0.9992874,0.00005251636,0.00006616946,0.0002579742,0.0001688435,0.0001671934],"domain_scores_gemma":[0.9973629,0.0006282315,0.0001498239,0.0003023086,0.0005017001,0.001054972],"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":[0.0005259888,0.0003502125,0.001040527,0.0008206866,0.00005139505,0.0003188104,0.0001434285,0.0005246454,0.002935003,0.004971501,0.3967722,0.5915456],"study_design_scores_gemma":[0.00007282923,0.0001646969,0.0009661426,0.0004326877,0.00001696718,0.0003614916,0.0001733153,0.0001971974,0.000403873,0.0006865101,0.996493,0.00003119313],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005326765,0.0003486933,0.0006282174,0.0004474371,0.0003609741,0.0001529395,0.0007379451,0.0007988628,0.9959924],"genre_scores_gemma":[0.0005090867,0.0001879019,0.0003255077,0.0002486335,0.00007418681,0.00006855527,0.0003096197,0.0001560441,0.9981205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008989692,"threshold_uncertainty_score":0.01282263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005247784683660586,"score_gpt":0.1659545490624095,"score_spread":0.1607067643787489,"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."}}