{"id":"W4406504251","doi":"10.1016/s0967-0653(97)87406-6","title":"10.1016/s0967-0653(97)87406-6","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; Fishery; Heterotroph; Oceanography; Biology; Environmental science; Bacteria; 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":[0.001682686,0.003641,0.002692821,0.003345892,0.002834416,0.004792926,0.004351537,0.006522684,0.9909979],"category_scores_gemma":[0.002014379,0.001388527,0.00212989,0.003110472,0.002719724,0.007114022,0.004127921,0.00342589,0.9940115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332321,"about_ca_system_score_gemma":0.001143054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003739552,"about_ca_topic_score_gemma":0.002904149,"domain_scores_codex":[0.9991749,0.00005415804,0.00007607223,0.0002990715,0.0002111774,0.0001845599],"domain_scores_gemma":[0.9968293,0.0007852791,0.0002325105,0.0003671782,0.000665985,0.001119702],"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":[0.0004845113,0.0002721018,0.0007566077,0.0008067653,0.00005802714,0.000258635,0.0001212373,0.000481346,0.002487943,0.00509487,0.3506022,0.6385757],"study_design_scores_gemma":[0.00008807842,0.0001724306,0.0007566047,0.0004732901,0.00002149351,0.0004182165,0.0001330278,0.0002207051,0.0004274394,0.0006823541,0.9965719,0.00003447401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005143803,0.0005563653,0.0009029249,0.0005174381,0.0004683689,0.0001588754,0.0008806038,0.001061423,0.9949397],"genre_scores_gemma":[0.0005114744,0.0002414714,0.000378454,0.000243975,0.0001000656,0.00007839563,0.0003744679,0.0001745907,0.9978971],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00900209,"threshold_uncertainty_score":0.01284033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0063268516846921,"score_gpt":0.1695164016511811,"score_spread":0.163189549966489,"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."}}