{"id":"W48615547","doi":"","title":"Scientific and Standard English Names of Amphibians and Reptiles of North America North of Mexico: Update","year":2003,"lang":"en","type":"article","venue":"Smithsonian Digital Repository (Smithsonian Institution)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Taxon; Geography; Index (typography); Archaeology; Zoology; Library science; Ecology; Biology; Computer science; World Wide Web","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":[0.003448549,0.0009081058,0.001094201,0.01319167,0.001777301,0.002866206,0.002516677,0.0007948872,0.03791613],"category_scores_gemma":[0.01072832,0.0004723798,0.0005477752,0.0125781,0.0008538484,0.006482573,0.0019714,0.001680858,0.01390983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002074188,"about_ca_system_score_gemma":0.004102956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02357937,"about_ca_topic_score_gemma":0.03578962,"domain_scores_codex":[0.9973929,0.0002798703,0.000600744,0.0002653993,0.001267395,0.0001937217],"domain_scores_gemma":[0.9799024,0.001480543,0.003305684,0.001186188,0.0135601,0.0005650266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009010531,0.00005881589,0.005508308,0.001378578,0.00002451292,0.0001784034,0.001001373,0.0001222732,0.000886552,0.003233257,0.6289658,0.358552],"study_design_scores_gemma":[0.000004604507,0.00001491248,0.005471586,0.000215582,0.00001992058,0.0001955781,0.000312363,0.0000354681,0.0001589496,0.0003326676,0.993229,0.000009271273],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04466559,0.2345228,0.04910535,0.069644,0.1315668,0.001289845,0.08787932,0.007256785,0.3740696],"genre_scores_gemma":[0.08849739,0.2283031,0.1766329,0.01254236,0.04789126,0.002611841,0.105321,0.00298165,0.3352185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9764206,"threshold_uncertainty_score":0.1268421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006842978059159056,"score_gpt":0.1943617041753911,"score_spread":0.187518726116232,"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."}}