{"id":"W3159449308","doi":"10.1021/cen-09915-obits13","title":"Hermenegildo “Gil” Benavidez Mislang","year":2021,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Las vegas; Technician; Management; Chemist; Executive director; Library science; Product (mathematics); Engineering; Art; Art history; Political science; Law; Chemistry","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":[0.0006776452,0.0006930748,0.0003466319,0.0005647835,0.002685636,0.002091328,0.0004833095,0.001135251,0.03615024],"category_scores_gemma":[0.001620041,0.0002797119,0.0001527908,0.0003482915,0.0009041714,0.001594329,0.001243562,0.002430134,0.01615321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003335528,"about_ca_system_score_gemma":0.001766517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01740164,"about_ca_topic_score_gemma":0.01720178,"domain_scores_codex":[0.999356,0.0000959569,0.00001383193,0.0001576793,0.0002748623,0.0001017187],"domain_scores_gemma":[0.9995673,0.00005515961,0.00003495201,0.00001620524,0.0001756106,0.0001506987],"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":[0.00007472823,0.00001874295,0.0005904824,0.00004275513,0.000004629389,0.0002422544,0.0004700337,0.00007953679,0.0005014563,0.02206037,0.9316512,0.04426371],"study_design_scores_gemma":[0.000001678887,0.00000669054,0.0003161448,0.00003046946,9.67648e-7,0.0001478479,0.0001659498,0.00003294471,0.0002594868,0.0006200592,0.9984114,0.000006382763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01857093,0.1429759,0.006844436,0.351449,0.04061404,0.00008680356,0.001329012,0.001292096,0.4368377],"genre_scores_gemma":[0.06551103,0.02634666,0.001656057,0.02402006,0.00222704,0.00005070864,0.000337118,0.000315527,0.8795358],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03615024,"threshold_uncertainty_score":0.1209346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486293261376731,"score_gpt":0.2830943339964031,"score_spread":0.2682314013826358,"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."}}