{"id":"W4413297449","doi":"10.1007/s10530-025-03646-w","title":"Caribbean Creep meets Chesapeake Creep: marine bioinvasions and community shifts along the Mid-Atlantic Coast, USA","year":2025,"lang":"en","type":"article","venue":"Biological Invasions","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"Virginia Sea Grant, Virginia Institute of Marine Science; Delaware Sea Grant, University of Delaware; International Association for Open Knowledge on Invasive Alien Species; Stockton University; Smithsonian Environmental Research Center; Maryland Sea Grant, University of Maryland; East Carolina University; Commonwealth of Massachusetts; George Mason University; Williams College; Smithsonian Institution","keywords":"Biology; Creep; Oceanography; Fishery; Chesapeake bay; Ecology; Estuary","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":[0.0001759886,0.0001615175,0.0001215875,0.0007595378,0.0006250622,0.0004357836,0.000287197,0.0002297552,0.001695237],"category_scores_gemma":[0.0005759032,0.00006597622,0.0001011973,0.000849837,0.0001990616,0.0003159326,0.0006080472,0.0002899695,0.0001164599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006783996,"about_ca_system_score_gemma":0.0004776847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1855511,"about_ca_topic_score_gemma":0.5448284,"domain_scores_codex":[0.9998641,0.00002074117,0.000010251,0.00003909136,0.0000340376,0.00003168989],"domain_scores_gemma":[0.9990953,0.00007867464,0.000292664,0.000033508,0.0002912654,0.0002085039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002528988,0.00001432988,0.9938009,0.00001364854,0.00001677659,0.00007651038,0.0005668686,0.00001231591,0.001180446,0.0000114733,0.0003161161,0.003965288],"study_design_scores_gemma":[5.602257e-7,0.00001009815,0.9986011,0.000005554922,0.000002619297,0.00002343331,0.001001184,0.00003472432,0.00004388406,0.000002830439,0.0002730702,9.410045e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988666,0.0001189147,0.00001961331,0.00006926286,0.000003371466,0.000005738997,0.0004100471,0.000002587743,0.000504029],"genre_scores_gemma":[0.9987381,0.0001370794,0.00009955029,0.00007032644,0.000004831642,0.0000107581,0.000576534,9.302009e-7,0.0003617898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1855511,"threshold_uncertainty_score":0.3689421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1026973898328101,"score_gpt":0.2556912425929336,"score_spread":0.1529938527601235,"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."}}