{"id":"W4415600637","doi":"10.1080/17451000.2025.2568654","title":"From the Pacific to Europe: the rise of the headshield slug <i>Melanochlamys diomedea</i> in northern European waters","year":2025,"lang":"en","type":"article","venue":"Marine Biology Research","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Slug; Pacific ocean; Ecosystem; Gulf Stream","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":[0.0002235734,0.0001507128,0.0001108923,0.0004792301,0.0005505691,0.000653962,0.0001643075,0.0001951331,0.0008509946],"category_scores_gemma":[0.0004489203,0.0001026029,0.0001028872,0.0005453273,0.0006120618,0.0004298417,0.0008409041,0.0002624152,0.00008571778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004084,"about_ca_system_score_gemma":0.0004852425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0439935,"about_ca_topic_score_gemma":0.1010238,"domain_scores_codex":[0.9999039,0.00001147548,0.000006517157,0.00004024775,0.00001436572,0.00002336133],"domain_scores_gemma":[0.9997787,0.00002611443,0.00009464259,0.00001160528,0.00003595988,0.0000529378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000345997,0.00002734733,0.9293994,0.0001006566,0.00005620751,0.0009929241,0.003651004,0.0001854124,0.01426553,0.0003358643,0.000425093,0.05021444],"study_design_scores_gemma":[0.000003005493,0.00002974278,0.9954689,0.00003655878,0.00001426758,0.0002406985,0.001481023,0.00006746574,0.0002289428,0.00005078798,0.00237481,0.000003847532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975663,0.0004595272,0.00007723362,0.00005314906,0.000005468915,0.000002810363,0.00005241841,0.000003461192,0.001779613],"genre_scores_gemma":[0.998777,0.000482914,0.0002553813,0.00006383118,0.000004551464,0.000003142978,0.0001111607,0.000002236579,0.0002997607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0439935,"threshold_uncertainty_score":0.08747488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02859179787170013,"score_gpt":0.2939313539702645,"score_spread":0.2653395560985644,"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."}}