{"id":"W4404185249","doi":"10.1111/jbi.15037","title":"Unveiling Macroecological Patterns of Elasmobranchs in the Eastern Pacific Ocean","year":2024,"lang":"en","type":"article","venue":"Journal of Biogeography","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Centro de Investigación Científica y de Educación Superior de Ensenada, Baja California; Smithsonian Tropical Research Institute; Save Our Seas Foundation; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS); Smithsonian Institution","keywords":"Species richness; Latitude; Macroecology; Ecology; Range (aeronautics); Sea surface temperature; Extinction (optical mineralogy); Biogeography; Taxon; Archipelago; Tropical Eastern Pacific; Oceanography; Longitude; Geography; Pacific ocean; Biology; Geology; Paleontology","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":[0.0002185192,0.0001513392,0.0001246046,0.00111526,0.000206619,0.0002967058,0.0001239402,0.0001084258,0.0008092915],"category_scores_gemma":[0.0004030748,0.000101516,0.0001424846,0.0005432014,0.0002946142,0.0001963657,0.0003482477,0.0001166011,0.0001026031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001250901,"about_ca_system_score_gemma":0.0001272613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009905594,"about_ca_topic_score_gemma":0.02909002,"domain_scores_codex":[0.9999117,0.00001646917,0.000009008047,0.00003080618,0.00001522221,0.00001678059],"domain_scores_gemma":[0.9996203,0.00006229691,0.0001689582,0.0000228714,0.0000665365,0.00005898344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002303793,0.000005079231,0.9961554,0.00001082274,0.00003509208,0.00002782009,0.0001682889,0.00006367634,0.001809958,0.00001205353,0.00001852711,0.001670188],"study_design_scores_gemma":[1.857171e-7,0.000005338496,0.9997581,0.000001173926,0.000002398896,0.00001143531,0.0001413714,0.00003220775,0.00002465188,0.000003033214,0.00001983639,3.582639e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996017,0.0000658288,0.00005100656,0.000004454368,5.303433e-7,0.000001622612,0.00007724616,0.000001243349,0.0001965191],"genre_scores_gemma":[0.9997156,0.00004033468,0.00005588867,0.000003679331,0.000001110688,0.000002096502,0.0001005571,6.551949e-7,0.00008003751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009905594,"threshold_uncertainty_score":0.01969588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006986213308564364,"score_gpt":0.2239731216885653,"score_spread":0.2169869083800009,"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."}}