{"id":"W7044041914","doi":"","title":"TIP - 8 - Mike and Katie Thom - Friend, Minister, Program Director","year":2020,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Director general; Program director","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":[0.0002134419,0.0004530143,0.0005725864,0.0001106822,0.0001003421,0.0002011474,0.0003955119,0.0004337229,0.3725328],"category_scores_gemma":[0.0001467614,0.0004363333,0.0001658013,0.00001747505,0.0003612794,6.381775e-7,0.0001605104,0.0002657101,0.006473221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003031812,"about_ca_system_score_gemma":0.00003939816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351954,"about_ca_topic_score_gemma":0.0003778221,"domain_scores_codex":[0.9977759,0.0001114911,0.0007426248,0.0003939584,0.0005658204,0.0004101684],"domain_scores_gemma":[0.9982572,0.000136471,0.0008301846,0.0004260016,0.00009959908,0.000250498],"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":[0.00008549107,0.00008027007,0.000006675956,0.0007556513,0.00004343009,0.00001813118,0.000210043,0.000006608881,0.00005220325,0.00001450348,0.9973353,0.001391671],"study_design_scores_gemma":[0.0004902451,0.0002793593,0.00002657921,0.0001981466,0.00007063004,0.00005540622,0.0001479268,0.000009160197,0.00009192724,0.000008183109,0.9981843,0.0004381958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004145835,0.0004281938,7.19592e-7,0.0002164199,0.0007200655,0.0008549502,0.0004171305,0.0006087057,0.9963392],"genre_scores_gemma":[0.001310169,0.0002083741,0.007872841,0.0003377586,0.0002584124,0.00008576788,0.0001762362,0.0001670646,0.9895834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3660596,"threshold_uncertainty_score":0.9998088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007509594961388292,"score_gpt":0.2032881175242697,"score_spread":0.1957785225628814,"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."}}