{"id":"W2139585483","doi":"10.3354/meps07237","title":"Effects of temperature on global patterns of tuna and billfish richness","year":2008,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Oceanic and Atmospheric Administration; Alfred P. Sloan Foundation","keywords":"Species richness; Tuna; Pelagic zone; Biology; Range (aeronautics); Ecology; Latitude; Macroecology; Oceanography; Fishery; Geography; Fish <Actinopterygii>","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":[0.0004576402,0.0001841473,0.0001771058,0.0005510054,0.0001392944,0.0004173703,0.00008905366,0.0001630242,0.00065734],"category_scores_gemma":[0.001399461,0.0001479012,0.0003863972,0.0004389188,0.0003415507,0.0003724012,0.0003472081,0.0001746907,0.0001072313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002837,"about_ca_system_score_gemma":0.00007846676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005124665,"about_ca_topic_score_gemma":0.01019877,"domain_scores_codex":[0.9998061,0.00007715836,0.00001508681,0.00005472761,0.00002006483,0.00002688735],"domain_scores_gemma":[0.9989684,0.0003812274,0.0003234204,0.0001276825,0.0001121334,0.00008715299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001206205,0.00001055598,0.9925062,0.00001263761,0.0001628442,0.00004065723,0.0001222225,0.001563287,0.002668918,0.00004669245,0.00003259363,0.002712834],"study_design_scores_gemma":[8.627642e-7,0.00002053265,0.9992115,0.000001414011,0.00001301277,0.00001946879,0.00004387819,0.0005452562,0.00009549192,0.00001825466,0.00002882021,0.000001513741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996542,0.00004514335,0.00008840612,0.000006006693,7.010561e-7,5.691593e-7,0.00005502973,0.000002709839,0.0001471738],"genre_scores_gemma":[0.9998085,0.00002820046,0.00005128204,0.000002268166,0.00000134308,0.000001242357,0.00007116934,0.000001884124,0.0000341881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005124665,"threshold_uncertainty_score":0.01018965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005019905623992058,"score_gpt":0.2179566116162892,"score_spread":0.2129367059922971,"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."}}