{"id":"W2997922428","doi":"10.1080/10448632.2019.1695509","title":"Varley Fullerton Sears (1937–2019)","year":2019,"lang":"en","type":"article","venue":"Neutron News","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welsh; Engineering; Sociology; Art; Management; Library science; Geography; Computer science; Archaeology; Economics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001097889,0.0001013,0.0001527677,0.00007966609,0.0001506913,0.00004677722,0.0001815853,0.00003073637,0.01192538],"category_scores_gemma":[0.000005497371,0.00007919741,0.00005631546,0.0000283821,0.0001617565,0.0002430943,0.0000224856,0.0001263223,0.007532753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003608891,"about_ca_system_score_gemma":0.00004451212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004882517,"about_ca_topic_score_gemma":0.0006205205,"domain_scores_codex":[0.9991474,0.00001631182,0.0001352983,0.0002155428,0.0002277343,0.0002577197],"domain_scores_gemma":[0.9995563,0.00002011376,0.00004532847,0.0002413871,0.0000377811,0.00009905737],"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":[0.00005668044,0.0001168258,0.0009881417,0.00004436247,0.00001783596,0.00001443207,0.04704861,0.00001198301,0.01296303,0.08081666,0.8370706,0.02085077],"study_design_scores_gemma":[0.0003271798,0.0001764674,0.0005631011,0.00001800678,0.000006815346,0.000001843765,0.001986564,0.00001511952,0.00006382012,0.00007331584,0.9966622,0.0001055681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4540106,0.0002185251,5.110704e-7,0.001713572,0.002059341,0.0001385097,0.000003230206,0.00006381196,0.5417919],"genre_scores_gemma":[0.6944311,0.00004777014,0.00001666107,0.002809132,0.0007819145,0.000005156922,0.000007269389,0.00001345476,0.3018876],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2404205,"threshold_uncertainty_score":0.99324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02444700484500149,"score_gpt":0.2266329431911511,"score_spread":0.2021859383461496,"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."}}