{"id":"W4402333679","doi":"10.3391/bir.2024.13.3.12","title":"Multiple perspectives on the emergence of the invasive colonial tunicate Didemnum vexillum Kott, 2002 in the western Bay of Fundy, Atlantic Canada","year":2024,"lang":"en","type":"article","venue":"BioInvasions Records","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada","keywords":"Tunicate; Fishery; Bay; Aquatic animal; Invasive species; Biology; Introduced species; Geography; Ecology; Fish <Actinopterygii>; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003476516,0.0002910874,0.0002921355,0.001297291,0.003395431,0.001811506,0.000538714,0.0005670286,0.001588634],"category_scores_gemma":[0.0007273694,0.0002666576,0.0001702467,0.001051059,0.00122431,0.0004713606,0.001282655,0.0009377336,0.0001606259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008249397,"about_ca_system_score_gemma":0.00451097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8093806,"about_ca_topic_score_gemma":0.957664,"domain_scores_codex":[0.9997075,0.00001779716,0.000006751916,0.00005632628,0.00009274642,0.000118785],"domain_scores_gemma":[0.999042,0.00007795131,0.0002067271,0.00001604611,0.0003480206,0.0003092841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002878912,0.00003511594,0.9390337,0.00009309692,0.0000532404,0.002429713,0.0191131,0.000149339,0.02006513,0.0002189426,0.001574412,0.01694618],"study_design_scores_gemma":[0.000001194324,0.00001789271,0.9883157,0.00002219878,0.000009636114,0.0001030241,0.009112733,0.00005172512,0.0002478188,0.00001484851,0.002094909,0.000008364235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935049,0.000772655,0.00009231675,0.0004115202,0.00001860471,0.000008683797,0.0002929526,0.000006959032,0.004891354],"genre_scores_gemma":[0.9974476,0.0004762319,0.0001838524,0.0001946089,0.000009172137,0.0000059563,0.000249067,0.0000037318,0.001429801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1906194,"threshold_uncertainty_score":0.3834839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990314001958197,"score_gpt":0.2218449803272487,"score_spread":0.2019418403076668,"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."}}