{"id":"W4406489743","doi":"10.1016/s0967-0653(98)86171-1","title":"10.1016/s0967-0653(98)86171-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Vibrio vulnificus; Shellfish; Fishery; Fish <Actinopterygii>; Tropical marine climate; Biology; Vibrio; Distribution (mathematics); Ecology; Aquatic animal; Bacteria; Mathematics","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":[0.001138512,0.00279016,0.00202184,0.002714381,0.002513667,0.003967038,0.003431351,0.005478461,0.9890569],"category_scores_gemma":[0.001685954,0.001073241,0.001663266,0.002241903,0.002057217,0.004949702,0.003026645,0.002904289,0.9928095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084861,"about_ca_system_score_gemma":0.001042199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003790581,"about_ca_topic_score_gemma":0.003064183,"domain_scores_codex":[0.9994355,0.00003379684,0.0000458877,0.0002045267,0.0001689409,0.0001114105],"domain_scores_gemma":[0.9975776,0.0004800724,0.0001600898,0.0002685871,0.0005800802,0.000933574],"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":[0.0003617512,0.0002259357,0.0006220673,0.0005764215,0.00003778334,0.0002138395,0.0001061875,0.0003356984,0.002181631,0.004891962,0.3737572,0.6166895],"study_design_scores_gemma":[0.0000493569,0.0001158648,0.0005839119,0.0002856194,0.00001170044,0.0003107435,0.00009994843,0.0001197163,0.0002569044,0.000489041,0.9976561,0.00002105384],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003886212,0.0004509067,0.000647321,0.0005250017,0.0004349307,0.0001283776,0.0006038389,0.0008504696,0.9959706],"genre_scores_gemma":[0.0003527665,0.0002032926,0.0002848797,0.0001998006,0.00007773151,0.00005432903,0.0002729319,0.000113185,0.998441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01094311,"threshold_uncertainty_score":0.01560903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006481701013746343,"score_gpt":0.2058876074334117,"score_spread":0.1994059064196654,"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."}}