{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004266463,0.0003634956,0.0001230679,0.0008991324,0.0009247969,0.0003187301,0.0002295067,0.0003419656,0.04153032],"category_scores_gemma":[0.0001460058,0.0001101966,0.0001235439,0.0009092769,0.000415354,0.0002579513,0.0005621414,0.0003002921,0.006001516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004097844,"about_ca_system_score_gemma":0.0003237243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232483,"about_ca_topic_score_gemma":0.02763713,"domain_scores_codex":[0.9999508,0.000006346669,0.000002379293,0.00001387536,0.00001093259,0.00001567486],"domain_scores_gemma":[0.9999481,0.000006937797,0.00001490565,0.000004813492,0.00001283424,0.0000123001],"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":[0.0043117,0.0002228436,0.175619,0.002245467,0.0001155755,0.01239861,0.009514092,0.0008934177,0.1363551,0.01280625,0.1190779,0.5264401],"study_design_scores_gemma":[0.00007244705,0.0001898548,0.6392193,0.0002677308,0.00004368689,0.006874935,0.009086536,0.000401569,0.01272566,0.001134968,0.3299541,0.00002923379],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5663553,0.004382987,0.002823259,0.001224613,0.0005173116,0.0004202961,0.0177913,0.0005933504,0.4058916],"genre_scores_gemma":[0.910126,0.001016333,0.004085089,0.0001893749,0.00003433762,0.0001747814,0.009931922,0.0000465609,0.07439567],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04153032,"threshold_uncertainty_score":0.1389327,"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."}}