{"id":"W4406439147","doi":"10.1016/0967-0653(93)96057-k","title":"10.1016/0967-0653(93)96057-k","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":"Heterotroph; Bacteria; Biology; Microbiology; Environmental chemistry; Chemistry","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":[0.001289576,0.003014901,0.002102669,0.002843929,0.00306448,0.004012545,0.003832454,0.005774938,0.9912006],"category_scores_gemma":[0.001819803,0.001246445,0.00176211,0.002525449,0.002445872,0.005909281,0.00371908,0.00281632,0.9933873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001121977,"about_ca_system_score_gemma":0.0009166084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005304496,"about_ca_topic_score_gemma":0.004047055,"domain_scores_codex":[0.999328,0.00004634904,0.00006259027,0.0002373368,0.000162904,0.000162882],"domain_scores_gemma":[0.9973353,0.0006455958,0.0001475338,0.0003243836,0.0005351463,0.001012091],"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":[0.0004913541,0.0003568904,0.001031533,0.0007335218,0.00005711629,0.0003175672,0.0001402944,0.0004951123,0.002927135,0.004356415,0.3976515,0.5914416],"study_design_scores_gemma":[0.00008886668,0.0001922611,0.001173681,0.0004942048,0.00002335869,0.0004352857,0.0001882725,0.0002081389,0.0005009611,0.0007552638,0.9959036,0.00003620084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005569251,0.0003633487,0.0006683219,0.0005103108,0.0003524376,0.0001547157,0.00088658,0.0009938774,0.9955135],"genre_scores_gemma":[0.0006743267,0.0002173783,0.0003775696,0.0003085533,0.00009159615,0.00007281861,0.0004110547,0.0001887568,0.9976579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008799374,"threshold_uncertainty_score":0.01255125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004768458413976513,"score_gpt":0.16121901158961,"score_spread":0.1564505531756335,"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."}}