{"id":"W7047840944","doi":"","title":"Gormley - Jason Aebig - Tuesday, November 22, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Joins; Chose; Range (aeronautics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001786988,0.0004472234,0.0004767106,0.0001182001,0.00006906469,0.00004955943,0.0004107516,0.0003632589,0.8213205],"category_scores_gemma":[0.00002260109,0.0004882954,0.000193236,0.00001407373,0.00005590742,2.694666e-7,0.00014792,0.0004885743,0.01134658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101953,"about_ca_system_score_gemma":0.00001895476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003198234,"about_ca_topic_score_gemma":0.001083828,"domain_scores_codex":[0.9984351,0.00003327077,0.0005582934,0.0002058018,0.0003645275,0.0004029679],"domain_scores_gemma":[0.999098,0.00006350593,0.0002468487,0.0004267123,0.00004617084,0.000118787],"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":[0.00002177407,0.00002728534,4.465111e-7,0.0006079799,0.00010674,0.00002172318,0.0001869177,0.004048201,0.000008438828,0.00001063777,0.9939742,0.0009856321],"study_design_scores_gemma":[0.0004155175,0.00007038686,8.215596e-7,0.0001117602,0.00005678017,0.00009454153,0.0001940248,0.0002828896,0.00007143503,0.000007041755,0.9981852,0.0005095868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00007478446,0.001807421,0.000001013061,0.00001730989,0.0007919732,0.0005003647,0.0005060281,0.000576788,0.9957243],"genre_scores_gemma":[0.0003185261,0.0009600354,0.0004226503,0.0001589511,0.000188181,0.00006017858,0.0006309669,0.0003062385,0.9969543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.809974,"threshold_uncertainty_score":0.9997569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00460900418700498,"score_gpt":0.1698225038248064,"score_spread":0.1652134996378014,"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."}}