{"id":"W6968883809","doi":"10.5281/zenodo.3850059","title":"Sphegina (Asiosphegina) hansoni Thompson 1966","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Historical Geography and Cartography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vertex (graph theory); Holotype; Dorsum; Character (mathematics); Face (sociological concept); Occiput; Ovipositor","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009727452,0.0001217928,0.0001287295,0.0001853833,0.007213254,0.0006140169,0.001020387,0.0000966307,0.02823133],"category_scores_gemma":[0.000444683,0.0001310634,0.000109435,0.001623043,0.0009970382,0.0002806597,0.0003035597,0.0002135797,0.009542093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000119642,"about_ca_system_score_gemma":0.000007447311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001467145,"about_ca_topic_score_gemma":0.000009550204,"domain_scores_codex":[0.9978593,0.0004971689,0.0001495495,0.0003863876,0.000575392,0.0005322153],"domain_scores_gemma":[0.9985997,0.00002469143,0.00007517391,0.0003543557,0.0006368271,0.0003092334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000708647,0.0001891259,0.00004498408,0.00002156414,0.00004218719,0.0000126638,0.01561148,0.000001722121,0.0008453694,0.1270038,0.6146146,0.2415416],"study_design_scores_gemma":[0.0001940978,0.0002311315,0.0004438316,0.00001387612,0.00001128326,0.000005686024,0.00158411,0.00001130975,0.0001074373,0.0006931355,0.996539,0.0001651119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01031756,0.0001643776,0.002213319,0.00249684,0.0004191948,0.0003120259,0.00004164824,0.001162564,0.9828725],"genre_scores_gemma":[0.9907211,0.0002039855,0.0004954163,0.0003322175,0.001062467,5.49044e-8,0.0001442574,0.0006573203,0.00638319],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9804035,"threshold_uncertainty_score":0.9940792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129378103476136,"score_gpt":0.2678595688594502,"score_spread":0.2365657878246888,"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."}}