{"id":"W2996328516","doi":"10.1111/gcb.14964","title":"Identifying potentially invasive non‐native marine and brackish water species for the Arabian Gulf and Sea of Oman","year":2019,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Uniwersytet Gdański; Gdański Uniwersytet Medyczny; Fundacja dla Uniwersytetu Medycznego w Łodzi; University of Liverpool; Centre for Environment, Fisheries and Aquaculture Science; Lancaster University","keywords":"Invasive species; Biodiversity; Introduced species; Brackish water; Extant taxon; Ecology; Biology; Fishery; Marine invertebrates; Invertebrate; Climate change; Geography","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":[0.0005660594,0.0004730645,0.0002076424,0.002244308,0.0007816412,0.0006164628,0.0002968928,0.0003872123,0.0007604455],"category_scores_gemma":[0.0007712477,0.0001143424,0.0003987917,0.001061664,0.0002483591,0.0004929521,0.0007785173,0.0002101879,0.0001580174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004497167,"about_ca_system_score_gemma":0.0007750487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01762127,"about_ca_topic_score_gemma":0.04568477,"domain_scores_codex":[0.999729,0.00005212468,0.0000344177,0.00003332946,0.00009944323,0.00005173059],"domain_scores_gemma":[0.9994925,0.00007859221,0.000238359,0.00001810331,0.0001127727,0.0000595946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006412462,0.0000426562,0.9622081,0.0001994947,0.00005578884,0.001254957,0.001675717,0.0005881996,0.006428781,0.0001290982,0.0003155127,0.02703752],"study_design_scores_gemma":[0.000002177569,0.00007739471,0.9899182,0.00008933889,0.0000388262,0.0008123077,0.004958271,0.001311883,0.0007037272,0.0001260686,0.001948225,0.00001358143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99819,0.0004489131,0.0002894507,0.00006890252,0.000005181452,0.00002416244,0.0002678761,0.000003668549,0.0007017569],"genre_scores_gemma":[0.9962158,0.0006851155,0.002023433,0.00004839468,0.000005217731,0.00002449227,0.000631161,0.000001499033,0.0003649354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01762127,"threshold_uncertainty_score":0.0350374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02692912196309637,"score_gpt":0.2473672492819431,"score_spread":0.2204381273188468,"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."}}