{"id":"W4406465811","doi":"10.1016/s0967-0653(97)80476-0","title":"10.1016/s0967-0653(97)80476-0","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":"Bacteria; Environmental chemistry; Hydrolysis; Deep sea; Chemistry; Geology; Oceanography; Environmental science; Biochemistry; 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":[0.001486723,0.003241306,0.00229133,0.003239855,0.002617804,0.004453599,0.003875789,0.005964599,0.9912466],"category_scores_gemma":[0.001992263,0.00122554,0.001941167,0.002813108,0.00246469,0.006316286,0.003839411,0.00306236,0.9933381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001240563,"about_ca_system_score_gemma":0.001114352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004174498,"about_ca_topic_score_gemma":0.003143381,"domain_scores_codex":[0.9992633,0.00005072821,0.00006262671,0.0002669058,0.0001921983,0.0001642029],"domain_scores_gemma":[0.9971194,0.0006835754,0.0001847012,0.0003349702,0.0005902732,0.001086988],"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":[0.0003982951,0.0002587503,0.0006876808,0.0006620464,0.00004661142,0.0002294602,0.0001152535,0.0004327815,0.002147544,0.004918393,0.3729213,0.617182],"study_design_scores_gemma":[0.00007024462,0.0001416036,0.0007003308,0.0003857043,0.00001647405,0.0003387431,0.0001225354,0.0001896225,0.0003201917,0.0005991869,0.9970873,0.00002816031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004320634,0.0003979083,0.0007829665,0.0004481506,0.00040138,0.0001459467,0.0006874084,0.0009423493,0.9957618],"genre_scores_gemma":[0.0004398574,0.0001897242,0.0003349934,0.0002119317,0.00008302445,0.00007070581,0.0003097332,0.0001625265,0.9981976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008753359,"threshold_uncertainty_score":0.01248562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006340528858434859,"score_gpt":0.1696064498899977,"score_spread":0.1632659210315628,"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."}}