{"id":"W2592246632","doi":"10.1007/s12526-017-0666-7","title":"Flyingfish (Exocoetidae) species diversity and habitats in the eastern tropical Pacific Ocean","year":2017,"lang":"en","type":"article","venue":"Marine Biodiversity","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"National Marine Fisheries Service; Southwest Fisheries Science Center; National Institute of Arthritis and Musculoskeletal and Skin Diseases; University of Toronto Scarborough; Natural Sciences and Engineering Research Council of Canada","keywords":"Biodiversity; Habitat; Diversity (politics); Geography; Ecology; Tropics; Species diversity; Pacific ocean; Oceanography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001956517,0.0001131284,0.0001292491,0.00002232746,0.001927844,0.00004088082,0.0006401683,0.00008975816,0.0009365836],"category_scores_gemma":[0.00005072532,0.00008548408,0.00003930758,0.00003278427,0.0009580867,0.0001690323,0.007125665,0.0001701735,0.0004367019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004504919,"about_ca_system_score_gemma":0.000002397856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004135854,"about_ca_topic_score_gemma":0.002659231,"domain_scores_codex":[0.9992027,0.00009051254,0.00007582437,0.0002761977,0.0001212,0.0002336022],"domain_scores_gemma":[0.999494,0.00003746556,0.00005496456,0.0003551701,0.000004583573,0.00005378624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005924089,0.00004798905,0.9928817,0.00000321314,0.000005729356,0.00004770522,0.0006910426,3.209327e-7,0.000009052259,0.00007902265,0.005358257,0.0008167588],"study_design_scores_gemma":[0.0004261726,0.00006812776,0.9880614,0.000001085163,0.00001268339,0.000007541788,0.00029149,0.00001700555,0.000006719491,0.000315048,0.01068717,0.0001055092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592843,0.000002813522,0.000003933972,0.002153877,0.0001334782,0.000122293,0.000008092875,0.00001182037,0.03827937],"genre_scores_gemma":[0.9976804,0.00002509805,0.00005951335,0.0003756316,0.00002715775,5.26e-7,0.000005882624,0.000001264036,0.001824531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03839607,"threshold_uncertainty_score":0.9999767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388939503430098,"score_gpt":0.2053781570510398,"score_spread":0.1814887620167388,"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."}}