{"id":"W4403455979","doi":"10.11646/zootaxa.5523.4.5","title":"Helicosina, a new genus of Neotropical Limosininae (Diptera: Sphaeroceridae)","year":2024,"lang":"en","type":"article","venue":"Zootaxa","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Seta; Panama; Genus; Zoology; Taxonomy (biology); Ecology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005731352,0.0001210887,0.0001712751,0.00001280784,0.00005303337,0.00006666583,0.0001866182,0.000096978,0.000915043],"category_scores_gemma":[0.00001240442,0.0000462383,0.0001414777,0.0002327972,0.00003959806,0.00008445541,0.00004692399,0.0001234284,0.00007645648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001839128,"about_ca_system_score_gemma":0.0000171692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017539,"about_ca_topic_score_gemma":0.0002024406,"domain_scores_codex":[0.9991876,0.00002462347,0.0001918371,0.0002223969,0.0001586168,0.0002148512],"domain_scores_gemma":[0.9997408,0.00005165378,0.00003258209,0.00005600643,0.00003198507,0.00008692914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002583136,0.00004335657,0.002085842,0.000009044536,0.000008964888,0.00003751599,0.00006039671,6.222398e-8,0.1554065,0.003432772,0.002880537,0.8360091],"study_design_scores_gemma":[0.0001668695,0.001024367,0.1630534,0.0001372272,0.00006145437,0.00005867454,0.00004666516,0.0001022835,0.04581961,0.0008345644,0.788358,0.0003368708],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949656,0.001512407,0.00004265774,0.0007641456,0.000202827,0.000127517,0.00001807999,0.0002551559,0.002111621],"genre_scores_gemma":[0.9981522,0.00006501605,0.0001889679,0.0001577771,0.0004397515,0.0000121878,0.00001042915,0.00000146439,0.0009722003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8356723,"threshold_uncertainty_score":0.9999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770124915963057,"score_gpt":0.2376638286615982,"score_spread":0.2199625795019676,"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."}}