{"id":"W4410473402","doi":"10.11646/zootaxa.5636.3.4","title":"A new species of Okanagana native to a unique serpentine ecosystem in Northern California (Hemiptera: Auchenorrhyncha: Cicadidae)","year":2025,"lang":"en","type":"article","venue":"Zootaxa","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Greenfield Research (Canada)","funders":"U.S. Bureau of Land Management","keywords":"Auchenorrhyncha; Hemiptera; Biology; Ecology; Ecosystem; Cicadomorpha; Botany; Homoptera; PEST analysis; Leafhopper","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":[0.0001351952,0.0004249761,0.0002930203,0.0009921805,0.002003819,0.0005069117,0.0003266939,0.0003283143,0.001264688],"category_scores_gemma":[0.0002455546,0.0002460273,0.0001356565,0.0004667104,0.0007655238,0.0005459865,0.0008809352,0.0004488261,0.0002771401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004811899,"about_ca_system_score_gemma":0.0005788217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0171999,"about_ca_topic_score_gemma":0.106123,"domain_scores_codex":[0.9999208,0.000005018242,0.00001072989,0.00003472326,0.00001265407,0.00001604896],"domain_scores_gemma":[0.9997846,0.00002961513,0.00006161432,0.00002142472,0.00003402789,0.00006867874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009095023,0.00031304,0.7057424,0.0008477477,0.0001451041,0.01079314,0.01384551,0.000450372,0.08469857,0.00106731,0.002284614,0.1789027],"study_design_scores_gemma":[0.00002858203,0.0003539095,0.9678063,0.000168408,0.00009400896,0.007629151,0.004418306,0.0003386313,0.0006794411,0.0001861553,0.01825991,0.00003719167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939857,0.000624701,0.0003422616,0.000046876,0.00003625465,0.00005787745,0.0001322932,0.00002500294,0.004749102],"genre_scores_gemma":[0.9924316,0.0007362998,0.004249431,0.0001540674,0.00003021819,0.00008879756,0.0004715749,0.000007509501,0.00183047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0171999,"threshold_uncertainty_score":0.0341996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01768367254212519,"score_gpt":0.2079164542968757,"score_spread":0.1902327817547506,"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."}}