{"id":"W2074708935","doi":"10.11646/zootaxa.3616.1.3","title":"Contribution to the knowledge on the Oriental genus Perittopus Fieber, 1861 (Hemiptera: Heteroptera: Veliidae) with descriptions of four new species from China and Thailand","year":2013,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Minnow Environmental (Canada)","funders":"","keywords":"Biology; Heteroptera; Hemiptera; China; Key (lock); Zoology; Genus; Taxonomy (biology); Auchenorrhyncha; Chiang mai; Ecology; Homoptera; Botany; Archaeology; PEST analysis; Geography; Ethnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007959679,0.000161769,0.0001759824,0.000007996666,0.0004016711,0.0001111534,0.0002037374,0.00004446918,0.0006101375],"category_scores_gemma":[0.00008453243,0.00004327504,0.00005090485,0.0001564855,0.0001143265,0.00008817905,0.0001195666,0.0001220304,0.0001043387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002605445,"about_ca_system_score_gemma":0.000005893633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992219,"about_ca_topic_score_gemma":0.002188983,"domain_scores_codex":[0.9991683,0.00006005082,0.0001607957,0.0002301041,0.0001573205,0.0002234795],"domain_scores_gemma":[0.9994367,0.0002229177,0.00007017489,0.0001025531,0.00008240094,0.00008523014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003688493,0.0004689257,0.4704731,0.00001777087,0.0003436183,0.0000137948,0.01655814,0.0000093523,0.1138106,0.002531712,0.06372204,0.3316821],"study_design_scores_gemma":[0.0001979563,0.0003796503,0.8562809,0.00004865632,0.00001669443,0.000006903076,0.0004639879,0.00001814573,0.002722813,0.00007632458,0.1396548,0.0001331058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905065,0.0003999482,0.00001348861,0.006505198,0.0001565296,0.0004539595,0.00007572919,0.00002391919,0.0018647],"genre_scores_gemma":[0.998221,0.00004615142,0.00004314038,0.0002931727,0.0003775035,0.00005373269,0.00001680382,0.000001361842,0.0009470679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3858079,"threshold_uncertainty_score":0.6680578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182009826550137,"score_gpt":0.2024667698378538,"score_spread":0.1806466715723524,"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."}}