{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005602253,0.0001902395,0.0001961211,0.00006841417,0.0006962687,0.00006514226,0.0005738768,0.0000900438,0.0003476224],"category_scores_gemma":[0.000181865,0.000103476,0.0001069806,0.0001522043,0.0001760912,0.00001339773,0.001620414,0.0003502438,0.00002242424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006134628,"about_ca_system_score_gemma":0.00003040662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018279,"about_ca_topic_score_gemma":0.0005804311,"domain_scores_codex":[0.9979889,0.0006545312,0.0002091527,0.0004707064,0.0002131459,0.0004635331],"domain_scores_gemma":[0.9993517,0.0000852187,0.00004421283,0.0003902069,0.00002507367,0.0001035533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005154018,0.0005836039,0.01422786,0.000005384277,0.00006132864,0.0000242053,0.0004732701,0.00003731808,0.9494724,0.0001729061,0.03354771,0.0008786091],"study_design_scores_gemma":[0.005305507,0.007457008,0.1094594,0.0001076746,0.00003550935,0.00003468045,0.008931537,0.00009388704,0.2179379,0.0007308058,0.6486714,0.001234652],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938385,0.0003809083,0.000005313673,0.004520433,0.0003950696,0.0003932524,0.00009661919,0.00001908529,0.0003507557],"genre_scores_gemma":[0.9946621,0.0005658615,0.00002092542,0.001448097,0.00006983067,0.0001741397,0.0008342568,0.00001278232,0.002211989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7315345,"threshold_uncertainty_score":0.5355206,"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."}}