{"id":"W4406414510","doi":"10.1016/s0967-0653(98)85902-4","title":"10.1016/s0967-0653(98)85902-4","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":"Seawater; Environmental science; Environmental chemistry; Chemistry; Oceanography; Geology","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":[0.001540273,0.003350533,0.002413038,0.003159917,0.002807389,0.004513354,0.003982773,0.006121151,0.9905613],"category_scores_gemma":[0.001998974,0.001297961,0.002001518,0.002834921,0.002595033,0.006846495,0.003793113,0.003350765,0.9934939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244443,"about_ca_system_score_gemma":0.001079956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00380281,"about_ca_topic_score_gemma":0.002969695,"domain_scores_codex":[0.9992562,0.00004888458,0.00006915527,0.0002749809,0.0001875647,0.0001630615],"domain_scores_gemma":[0.9969607,0.0007556416,0.0002188371,0.000347328,0.0006329792,0.001084544],"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":[0.0004628314,0.0002734604,0.000811625,0.0007785219,0.00005644921,0.0002653397,0.0001318603,0.0004854208,0.002346392,0.005150925,0.3699563,0.6192809],"study_design_scores_gemma":[0.00008162534,0.0001722089,0.0007760543,0.0004673848,0.00002083687,0.0004270528,0.0001401855,0.0002294949,0.0003981633,0.0006681294,0.9965854,0.00003345138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005282615,0.0005082323,0.0008557106,0.0005175984,0.0004422668,0.0001506904,0.000806362,0.001051823,0.995139],"genre_scores_gemma":[0.0005316005,0.0002215637,0.0003734756,0.0002539872,0.00009617091,0.00007217694,0.0003251813,0.0001660539,0.9979597],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009438694,"threshold_uncertainty_score":0.01346314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005483238722072013,"score_gpt":0.1689277756153073,"score_spread":0.1634445368932353,"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."}}