{"id":"W4293827620","doi":"10.1007/s10530-022-02897-1","title":"What’s coming eventually comes: a follow-up on an invader’s spread by the world’s largest water diversion in China","year":2022,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Vibrio bacteria research studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"National Natural Science Foundation of China","keywords":"Biology; China; Ecology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001040031,0.0003585667,0.0002372536,0.0009660347,0.003786702,0.001712359,0.0005603934,0.00171052,0.003998591],"category_scores_gemma":[0.001378156,0.0001494426,0.000588113,0.000879209,0.001278715,0.002239791,0.001972951,0.002674021,0.0003505134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002977083,"about_ca_system_score_gemma":0.002920435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08505801,"about_ca_topic_score_gemma":0.1506242,"domain_scores_codex":[0.9996521,0.00005145335,0.00001406952,0.00004329618,0.00009085197,0.0001481962],"domain_scores_gemma":[0.9989697,0.0001572207,0.0001636827,0.00005722927,0.0002692548,0.0003830409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005554141,0.0004658284,0.5376738,0.0009183239,0.0002587834,0.04026256,0.2162084,0.001248489,0.01119157,0.0130444,0.07433644,0.1038361],"study_design_scores_gemma":[0.00002017432,0.0004433182,0.5926561,0.0004243958,0.0001466653,0.002141987,0.2836747,0.001833002,0.001934172,0.003825378,0.1127195,0.0001807713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553459,0.00196487,0.0005000114,0.02832363,0.0007335715,0.00004354247,0.0002550564,0.00003193782,0.01280148],"genre_scores_gemma":[0.982041,0.001964876,0.0004359494,0.00420193,0.0002435642,0.0000167309,0.0002125538,0.00001387212,0.01086947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08505801,"threshold_uncertainty_score":0.1691258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102316196651227,"score_gpt":0.299081845639523,"score_spread":0.1888502259744003,"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."}}