{"id":"W6931539762","doi":"10.5281/zenodo.5223044","title":"FIGURE 2. Perilampus ardens and P. awbalus. A‒C, 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":"Enzyme Production and Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Government (linguistics); Middle East; Turkish; 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":[0.0002385573,0.0001295278,0.0001165841,0.00009914283,0.0003008917,0.0001542942,0.0003314754,0.000121745,0.002407701],"category_scores_gemma":[0.0001842484,0.00009753989,0.00002610612,0.000242166,0.0001715581,0.000003883552,0.0004708563,0.0001598676,0.00002189733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001090102,"about_ca_system_score_gemma":0.000004765523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001432464,"about_ca_topic_score_gemma":0.000003834809,"domain_scores_codex":[0.9989567,0.0003088311,0.0001436665,0.000312851,0.0001434072,0.0001345178],"domain_scores_gemma":[0.9993464,0.000004447681,0.0001191496,0.0003653069,0.0001314451,0.00003321523],"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":[0.00009344483,0.0002129577,0.000187191,0.0006031708,0.0001903633,0.000008116072,0.00318793,0.00001395115,0.3210131,0.001370784,0.6585641,0.0145549],"study_design_scores_gemma":[0.0002369528,0.0000735412,0.001625648,0.00007021827,0.00001163816,0.00004709781,0.0004290426,0.00001185452,0.002672763,0.00000724351,0.9947078,0.0001062028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3172522,0.007528053,0.0002355899,0.005443053,0.0004295989,0.001900672,0.0005304926,0.0001977622,0.6664826],"genre_scores_gemma":[0.7763732,0.00740899,0.0001143037,0.001136902,0.0009081009,5.452076e-7,0.01103673,0.003241442,0.1997798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4667028,"threshold_uncertainty_score":0.9985042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819658826178845,"score_gpt":0.2339594392445431,"score_spread":0.2157628509827546,"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."}}