{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007081048,0.0008768309,0.0007526776,0.004275449,0.0002292082,0.0005421614,0.0011601,0.0004392708,0.02317402],"category_scores_gemma":[0.001999546,0.0003728628,0.0005187737,0.003745483,0.0001655601,0.0008216528,0.001017299,0.0003731909,0.00845203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000529288,"about_ca_system_score_gemma":0.0005841996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005722601,"about_ca_topic_score_gemma":0.007831772,"domain_scores_codex":[0.9996841,0.00002875843,0.00006090668,0.0001035187,0.0000754334,0.00004736831],"domain_scores_gemma":[0.9991145,0.0001526926,0.0002369232,0.0001780806,0.0001811032,0.0001367076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001850379,0.0002455083,0.3692121,0.004031413,0.0005651707,0.0008223608,0.001243463,0.008206829,0.01611762,0.002856734,0.4062149,0.1886335],"study_design_scores_gemma":[0.0003345646,0.0001978455,0.5563561,0.0003096332,0.0001520567,0.0007480407,0.0003941151,0.007577688,0.003867483,0.002250013,0.4276763,0.0001361115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.05434349,0.000274666,0.002466841,0.00005312388,0.00001535932,0.00006734562,0.9368312,0.002245622,0.003702274],"genre_scores_gemma":[0.04558831,0.0001513251,0.007582142,0.00003915281,0.0000137447,0.0003040291,0.9447277,0.0002573611,0.001336189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02317402,"threshold_uncertainty_score":0.07752484,"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."}}