{"id":"W2123974210","doi":"10.1890/14-2279.1","title":"FishMed: traits, phylogeny, current and projected species distribution of Mediterranean fishes, and environmental data","year":2015,"lang":"en","type":"article","venue":"Ecology","topic":"Identification and Quantification in Food","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Fisheries and Oceans Canada; Université du Québec à Rimouski","funders":"","keywords":"Mediterranean climate; Biology; Phylogenetic tree; Mediterranean sea; Ecology; Phylogenetics; Habitat; Phylogenetic diversity; Species distribution; Biogeography; Coastal fish","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001737709,0.00007053238,0.00009195291,0.00002079537,0.00003651174,0.00001041561,0.0001342657,0.00007545728,0.00001880375],"category_scores_gemma":[0.0001180023,0.000069635,0.00001050354,0.00002927311,0.0002214402,0.000005869622,0.0001540692,0.00004387737,0.00000290082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000799071,"about_ca_system_score_gemma":0.00003310275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004172067,"about_ca_topic_score_gemma":0.00005342275,"domain_scores_codex":[0.9993465,0.00005939044,0.0001695093,0.0002668024,0.00006461366,0.00009321319],"domain_scores_gemma":[0.9995747,0.000008655157,0.00008648295,0.0002463514,0.00002514904,0.00005871152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001947635,0.0006314513,0.07098384,0.0001185873,0.0001366717,0.000001841796,0.0007884404,0.000002163047,0.6994312,0.0009309907,0.1985227,0.02825729],"study_design_scores_gemma":[0.0008511864,0.0002497083,0.6251031,0.000005224045,0.00003296429,0.0000344295,0.0004693489,0.0002397546,0.03660928,0.00004714797,0.3361984,0.0001595108],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971542,0.0009541503,0.0002237465,0.0003007232,0.0002517251,0.0001550267,0.0008721784,0.000005737705,0.00008248493],"genre_scores_gemma":[0.9913625,0.0004081819,0.00005794902,0.00002673365,0.00009917138,0.000009778464,0.007867657,0.000005230172,0.0001628304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6628219,"threshold_uncertainty_score":0.2839633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06685270320974573,"score_gpt":0.2834445602619847,"score_spread":0.2165918570522389,"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."}}