{"id":"W3166899410","doi":"10.1093/ae/tmab032","title":"Profiles of ESA Member Diversity: Adrian Fisher (PBT Section) and Adalberto (Beto) Angel Pérez de León (MUVE and P-IE Sections)","year":2021,"lang":"en","type":"article","venue":"American Entomologist","topic":"Space Exploration and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Diversity (politics); Sociology; Anthropology; Computer science; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004548812,0.0007256116,0.0005293967,0.003312293,0.002973121,0.006561638,0.00103513,0.002404422,0.04847411],"category_scores_gemma":[0.008687678,0.0003440951,0.0003871698,0.002498511,0.0007598534,0.003218214,0.004271786,0.002618477,0.03673926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539797,"about_ca_system_score_gemma":0.00602996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002905938,"about_ca_topic_score_gemma":0.006801231,"domain_scores_codex":[0.9974989,0.0002007295,0.0001218335,0.00040446,0.001349424,0.0004246364],"domain_scores_gemma":[0.9849091,0.0005136887,0.0004981377,0.0002977096,0.005411356,0.008369985],"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":[0.00002437629,0.00002373992,0.001189292,0.0001300946,0.000002858657,0.0001044353,0.0002513983,0.00002375922,0.0004839102,0.001382555,0.947624,0.04875963],"study_design_scores_gemma":[0.000002434716,0.0000173729,0.001349397,0.0001834436,0.000002218171,0.0002452664,0.0003379781,0.00003024956,0.0001295982,0.0002198182,0.997474,0.000008286554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01122525,0.110186,0.004138897,0.3670688,0.2297345,0.0003935968,0.002252637,0.001985832,0.2730145],"genre_scores_gemma":[0.02913082,0.08488262,0.004261191,0.09942831,0.0701818,0.0003884213,0.002721984,0.001076631,0.7079282],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04847411,"threshold_uncertainty_score":0.162162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316665172435312,"score_gpt":0.2210244815808987,"score_spread":0.2078578298565456,"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."}}