{"id":"W6929663426","doi":"10.5063/f1736pc4","title":"A List With Traits of all Herptile Species Within Central California Deserts","year":2023,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Range (aeronautics); Arid; Population; Biodiversity; Download","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":[0.0003721618,0.001133084,0.001024772,0.005458723,0.0008734342,0.001573531,0.001353769,0.000689933,0.07336243],"category_scores_gemma":[0.002494223,0.0004744172,0.000605138,0.009841005,0.000213286,0.0008124572,0.0011171,0.001105792,0.0463606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344107,"about_ca_system_score_gemma":0.00255833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1082238,"about_ca_topic_score_gemma":0.1986231,"domain_scores_codex":[0.9995984,0.00003013188,0.00004676702,0.0001423762,0.0001051687,0.00007707857],"domain_scores_gemma":[0.9984034,0.0003787627,0.0002152959,0.0002521872,0.0005524588,0.0001979459],"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":[0.00003681473,0.00001280431,0.002713504,0.0005542372,0.00002068545,0.00001768932,0.0000342252,0.0001130481,0.000106235,0.0003295936,0.9934086,0.002652559],"study_design_scores_gemma":[0.0001381629,0.000009732967,0.040629,0.0004186179,0.00003576806,0.00004035507,0.000186405,0.0002019862,0.0002124109,0.0004578069,0.9576487,0.00002104437],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001952141,0.00003803672,0.00001264429,0.00001870016,0.000005026134,0.000002989852,0.9989569,0.00005274473,0.0007178084],"genre_scores_gemma":[0.000497037,0.00005613792,0.0001082272,0.00001400321,0.000002962924,0.00002815694,0.9986275,0.00002024196,0.0006457216],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1082238,"threshold_uncertainty_score":0.2454218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4447425893510646,"score_gpt":0.5036460230111919,"score_spread":0.05890343366012729,"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."}}