{"id":"W2330957927","doi":"10.11646/zootaxa.3497.1.5","title":"Revision of Neotropical aphrophorine spittlebugs, part 1: Ptyelini (Hemiptera, Cercopoidea)","year":2012,"lang":"en","type":"article","venue":"Zootaxa","topic":"Phytoplasmas and Hemiptera pathogens","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Universidade Federal do Rio de Janeiro; Nepal Academy of Science and Technology; American Museum of Natural History","keywords":"Biology; Hemiptera; Key (lock); Biological dispersal; Zoology; Genus; Ecology; Tribe; Old World","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":[0.0008045477,0.0009553618,0.0005929035,0.002388291,0.001648963,0.001061218,0.00114975,0.0005964996,0.00263756],"category_scores_gemma":[0.001094892,0.0002436462,0.0003509963,0.0008974911,0.001438461,0.001578487,0.001272899,0.00103978,0.0008914635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027073,"about_ca_system_score_gemma":0.002035557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00730076,"about_ca_topic_score_gemma":0.01282419,"domain_scores_codex":[0.9996895,0.00004908268,0.000060812,0.00007002249,0.00008651713,0.00004411557],"domain_scores_gemma":[0.9993441,0.0000608714,0.0001440413,0.00007454251,0.0002833609,0.0000930674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003924684,0.0001081322,0.06466658,0.002712328,0.000137216,0.003169037,0.01393645,0.000572978,0.02826186,0.004595131,0.02139481,0.860053],"study_design_scores_gemma":[0.00004294884,0.0004716227,0.2460711,0.001325537,0.0002492839,0.006251022,0.003672329,0.0009148723,0.002224483,0.001538725,0.7371886,0.00004946743],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7474475,0.1104455,0.01722844,0.007333439,0.009477878,0.001132778,0.003192986,0.002258574,0.1014829],"genre_scores_gemma":[0.923167,0.03253575,0.02198892,0.002365448,0.001807627,0.0003546205,0.003718223,0.0001624327,0.01390004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00730076,"threshold_uncertainty_score":0.01451653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02469242098597712,"score_gpt":0.2347705943593408,"score_spread":0.2100781733733636,"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."}}