{"id":"W4414393561","doi":"10.3391/bir.2025.14.3.17","title":"Sea slug invasions: the non-native Archidoris pseudoargus (Nudibranchia: Dorididae) moves south and the native Doriopsilla pharpa (Nudibranchia: Dendrodorididae) moves north on the U.S. Atlantic coast","year":2025,"lang":"en","type":"article","venue":"BioInvasions Records","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Connecticut Sea Grant, University of Connecticut; National Oceanic and Atmospheric Administration; University of Connecticut","keywords":"Harbour; Introduced species; Aquatic animal; West coast; Invasive species","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0001770158,0.000212998,0.00008911372,0.0004155974,0.0005673387,0.0004975714,0.0001456355,0.0001964011,0.002062062],"category_scores_gemma":[0.0004575778,0.00006505416,0.0001041943,0.0003027563,0.0003904052,0.0003457148,0.0008124235,0.0002949043,0.000201345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004389437,"about_ca_system_score_gemma":0.0004048933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02344528,"about_ca_topic_score_gemma":0.1011952,"domain_scores_codex":[0.9999166,0.00001107492,0.000006426972,0.00002408241,0.0000202402,0.00002162133],"domain_scores_gemma":[0.999593,0.00004211074,0.0002023866,0.00001781087,0.0000519297,0.00009281595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008351104,0.00003542094,0.9599917,0.000133306,0.00004059312,0.001247898,0.002719885,0.00007299902,0.01285497,0.0002475302,0.0009395352,0.0216326],"study_design_scores_gemma":[0.000003137298,0.00009801571,0.9907941,0.00004032212,0.00002192633,0.0006826191,0.003417837,0.0001336559,0.0007746168,0.00007741866,0.003949302,0.000006951001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974011,0.0002541011,0.00009506362,0.00009970452,0.00001327736,0.000004183015,0.0001006298,0.00001096141,0.002020911],"genre_scores_gemma":[0.9980524,0.0004075405,0.0002665226,0.0001058725,0.00001057605,0.00000524875,0.0002209268,0.000002847688,0.0009280964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02344528,"threshold_uncertainty_score":0.04661763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917753991784806,"score_gpt":0.2273552683365835,"score_spread":0.2081777284187354,"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."}}