{"id":"W7084768631","doi":"10.1590/s1984-4689.v42.e24064","title":"Assessing the fast geographic range expansion of the Asian green mussel, Perna viridis (Bivalvia: Mytilidae), in the Brazilian coastal waters","year":2025,"lang":"en","type":"article","venue":"Zoologia (Curitiba)","topic":"Ancient Near East History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Biodiversity; Habitat; Range (aeronautics); Distribution (mathematics); Mangrove; Perna viridis; Species distribution; Invasive species","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":[0.0003340776,0.000154707,0.0001245035,0.0008781638,0.0004129255,0.0002973047,0.0002080618,0.0001691131,0.0007299178],"category_scores_gemma":[0.0007980399,0.0001163286,0.0001483086,0.0006133401,0.0002422317,0.0003000766,0.0004287074,0.0001391565,0.0001264926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000255802,"about_ca_system_score_gemma":0.0002665206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357447,"about_ca_topic_score_gemma":0.08330154,"domain_scores_codex":[0.9997943,0.00003640217,0.00001979359,0.00006921027,0.0000551105,0.00002523164],"domain_scores_gemma":[0.9995162,0.00006489007,0.0002080923,0.00003556008,0.000123197,0.00005211896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002148011,0.00001587566,0.982933,0.00003845551,0.00002324224,0.0002023984,0.001101804,0.0001178941,0.004251556,0.00005197813,0.0001292378,0.01111305],"study_design_scores_gemma":[0.000001022757,0.0000254038,0.9972729,0.00001673098,0.0000143488,0.000241008,0.001255788,0.0002938907,0.0002646334,0.00002576363,0.000585099,0.000003403029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984982,0.0001854032,0.0001819481,0.00002605468,0.000001832673,0.000006004899,0.0001616189,0.000003728701,0.0009353281],"genre_scores_gemma":[0.9993488,0.00009863438,0.0002545381,0.000007930504,0.000001199893,0.000005954368,0.0001145746,0.000001028749,0.0001673307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02357447,"threshold_uncertainty_score":0.04687452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850950948238069,"score_gpt":0.2441829463543299,"score_spread":0.2256734368719492,"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."}}