{"id":"W4390599499","doi":"10.5539/ijb.v15n2p8","title":"Screening of the Bacterial Consortium Related to the Microcystin-LR Degradation Isolated From the Marine Area, Isahaya-Bay, and the Freshwater Area, Isahaya-Shin-ike-Pond, Japan","year":2023,"lang":"en","type":"article","venue":"International Journal of Biology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bay; Eutrophication; Algal bloom; Environmental science; Sediment; Ecology; Biology; Oceanography; Phytoplankton; Nutrient; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004251159,0.001223929,0.0008572797,0.001111587,0.0006037275,0.0005919579,0.0002652457,0.0004977064,0.000317349],"category_scores_gemma":[0.0004845677,0.0003943216,0.0007209298,0.001230207,0.0002958914,0.0003805539,0.0008998441,0.0004100523,0.0002831476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001635199,"about_ca_system_score_gemma":0.0006210441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004937748,"about_ca_topic_score_gemma":0.00544851,"domain_scores_codex":[0.9991191,0.00009080266,0.0001212343,0.000183772,0.0003469927,0.0001380625],"domain_scores_gemma":[0.9996312,0.00003299899,0.00005720211,0.00001682934,0.0001766778,0.00008510321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006938959,0.000166071,0.01369818,0.0002046341,0.00004426844,0.0001849706,0.0003191933,0.00008852206,0.980166,0.00002393018,0.00008463267,0.004950068],"study_design_scores_gemma":[0.00009351713,0.003430347,0.4826713,0.00009757063,0.0006608123,0.002386821,0.003915603,0.002468445,0.4979374,0.000108832,0.006144586,0.00008493048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954855,0.001272852,0.001349182,0.0001254845,0.00003559105,0.0001255785,0.0006691746,0.00001774689,0.000918884],"genre_scores_gemma":[0.9794903,0.003436574,0.008669803,0.0002727179,0.00006778075,0.0002268113,0.004633317,0.00002281025,0.003180003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004937748,"threshold_uncertainty_score":0.009818017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414697496402376,"score_gpt":0.2384552991063358,"score_spread":0.2243083241423121,"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."}}