{"id":"W7034335421","doi":"","title":"Taxonomic Notes on Velvet Ants of the Genus &lt;i&gt;Timulla&lt;/i&gt; Ashmead, 1899 (Hymenoptera: Mutillidae) in the United States of America and Canada","year":2024,"lang":"en","type":"article","venue":"Insecta mundi","topic":"Employer Branding and e-HRM","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fauna; Subspecies; Velvet; Genus; Sympatric speciation; Synonym (taxonomy); Taxonomy (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002579872,0.0002100871,0.0002610565,0.0002762562,0.000149214,0.0001601247,0.0003888579,0.00005287661,0.00003718988],"category_scores_gemma":[0.0001002805,0.0001326264,0.00005968184,0.0007025598,0.0001487803,0.0001857075,0.0001113907,0.0001887124,0.00001187668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005995421,"about_ca_system_score_gemma":0.00009680812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6791596,"about_ca_topic_score_gemma":0.5671854,"domain_scores_codex":[0.9987848,0.00004789996,0.0003419834,0.0002550675,0.0002837668,0.0002865089],"domain_scores_gemma":[0.9989835,0.0004407326,0.0001656026,0.0003424856,0.00005495511,0.00001274457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008236627,0.0008259859,0.7792975,0.003654166,0.0009801975,0.0003068666,0.009715325,0.01152825,0.02780478,0.01955269,0.1103835,0.03512703],"study_design_scores_gemma":[0.00122503,0.000115615,0.4032007,0.0009656467,0.0001758702,0.00000970513,0.0002820428,0.01570652,0.000392894,0.0006495555,0.5766739,0.0006025504],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944831,0.0004157795,0.000009754527,0.001097424,0.0004094473,0.0002481954,0.00004394018,0.00003339567,0.003259004],"genre_scores_gemma":[0.998331,0.0001495573,0.00001752667,0.001188764,0.0001616698,0.00001304462,0.00003880186,0.00002657463,0.00007312374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4662904,"threshold_uncertainty_score":0.5408348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789975695514523,"score_gpt":0.2133656060777246,"score_spread":0.1954658491225793,"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."}}