{"id":"W6931138341","doi":"10.5281/zenodo.5223069","title":"FIGURE 11. Perilampus yemenensis and P. houbaraensis. A‒E, P in The Perilampidae of the United Arab Emirates and Yemen (Hymenoptera: Chalcidoidea)","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Authorship Attribution and Profiling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Dorsum; Face (sociological concept); Sculpture; Population","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":[0.0008247407,0.0001908043,0.0002200818,0.0002713656,0.0006940997,0.0005605172,0.00119018,0.0001322227,0.002346131],"category_scores_gemma":[0.000304448,0.0001391302,0.00004051053,0.001004823,0.0002243039,0.00008057817,0.001481336,0.0003368773,0.00007077872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003731219,"about_ca_system_score_gemma":0.00000906405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007511287,"about_ca_topic_score_gemma":0.000007313181,"domain_scores_codex":[0.997887,0.0008158927,0.0002387792,0.0004486087,0.0003449071,0.000264872],"domain_scores_gemma":[0.9988302,0.00005146557,0.0001877786,0.0006561996,0.0002047786,0.00006959811],"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":[0.00004822109,0.0002748366,0.0004613193,0.001037361,0.00024673,0.00007988994,0.0222296,0.00004732895,0.003314694,0.1131845,0.7832972,0.07577832],"study_design_scores_gemma":[0.0002750861,0.00005290762,0.002087523,0.0001627737,0.00001184444,0.00005610076,0.0004847805,0.0005885903,0.0001821789,0.00009989015,0.9958321,0.0001661687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0492012,0.01013646,0.01146313,0.01969819,0.0008595564,0.003428127,0.0004762611,0.00141995,0.9033171],"genre_scores_gemma":[0.8698308,0.003471275,0.002614005,0.003287647,0.0005574006,7.771349e-7,0.002270638,0.004875133,0.1130923],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8206296,"threshold_uncertainty_score":0.9985659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010835429658585,"score_gpt":0.2536236183141751,"score_spread":0.2135152640175893,"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."}}