{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001918483,0.0005520643,0.0006423655,0.000303099,0.003288052,0.0002139176,0.001328493,0.0002602914,0.0009214814],"category_scores_gemma":[0.001702085,0.0002463558,0.0002783498,0.00129998,0.002411761,0.0001982125,0.0003782042,0.001422607,0.000294682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002527824,"about_ca_system_score_gemma":0.0005010947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005580464,"about_ca_topic_score_gemma":0.05073946,"domain_scores_codex":[0.9956112,0.001455024,0.0006097626,0.0008821121,0.0004909246,0.000950965],"domain_scores_gemma":[0.9904191,0.008018581,0.0002655385,0.0009258954,0.0001576277,0.0002132958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008999038,0.00006554091,0.9750316,0.0000360164,0.0003867742,0.00002266514,0.00155419,0.00011677,0.000008207982,0.002783056,0.01140083,0.007694436],"study_design_scores_gemma":[0.001700005,0.0003050259,0.98191,0.00009331686,0.0001121728,0.00004047358,0.002479727,0.003490875,0.0001990126,0.003773985,0.005537027,0.000358407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690086,0.001238024,0.0000435444,0.01549238,0.00172779,0.001634267,0.0002675703,0.00007239984,0.01051545],"genre_scores_gemma":[0.9912093,0.002981517,0.00008279689,0.002417834,0.0004461483,0.0001186972,0.0001332911,0.00001453552,0.002595823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04515899,"threshold_uncertainty_score":0.9999989,"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."}}