{"id":"W7065023311","doi":"","title":"C-Suite Unplugged: Scott Bolton, President & CEO, UFA","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Atomic and Molecular Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Government (linguistics); Work (physics); Coronavirus disease 2019 (COVID-19); Agriculture","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004608607,0.0005495235,0.0003130644,0.0005834122,0.004175208,0.003327407,0.0006206739,0.002645461,0.5147205],"category_scores_gemma":[0.002783939,0.000278215,0.000225928,0.0006580659,0.0004773626,0.001804643,0.001538628,0.002851662,0.2888404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713805,"about_ca_system_score_gemma":0.002671726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04991869,"about_ca_topic_score_gemma":0.1580915,"domain_scores_codex":[0.9995413,0.00002807321,0.000008392031,0.00004589519,0.0002308745,0.0001455442],"domain_scores_gemma":[0.9983901,0.0001198774,0.00003786057,0.00004705314,0.0006026519,0.0008025139],"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":[0.000005010544,0.000004193727,0.000053953,0.000006040189,2.169289e-7,0.00003715981,0.00001399052,0.0000047043,0.00003540829,0.0002065124,0.9953011,0.004331642],"study_design_scores_gemma":[0.000003839568,0.000006051785,0.0004506688,0.00001876599,7.664043e-7,0.00006010089,0.0001717289,0.00002665143,0.00006740436,0.000145628,0.9990434,0.000004957279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00160164,0.002717022,0.0003914142,0.05803584,0.01922048,0.00009708996,0.001643931,0.001318072,0.9149745],"genre_scores_gemma":[0.001811406,0.00027101,0.00004099424,0.004043596,0.0003698121,0.00000749366,0.0001711108,0.00008642568,0.9931982],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4852795,"threshold_uncertainty_score":0.6921923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005477219535394155,"score_gpt":0.1937141243478271,"score_spread":0.1882369048124329,"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."}}