{"id":"W7038115569","doi":"","title":"Gormley - Kathleen Kilgour - Tuesday, November 9th, 2021","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Launched; Joins; Range (aeronautics); Government (linguistics); Teleconference","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":[0.0004294018,0.0006931904,0.000381793,0.0006489531,0.002254505,0.00256776,0.000574747,0.001277473,0.6744161],"category_scores_gemma":[0.001063862,0.000337348,0.0002151984,0.0005174732,0.0003844335,0.00139993,0.001560695,0.001595064,0.4283034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276525,"about_ca_system_score_gemma":0.001875854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04006935,"about_ca_topic_score_gemma":0.2304654,"domain_scores_codex":[0.9997352,0.00002038844,0.000006881219,0.00005275956,0.0001277811,0.0000569364],"domain_scores_gemma":[0.9990166,0.00004722946,0.00002879503,0.00004629997,0.0003681675,0.0004928759],"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":[0.00001484233,0.0000141953,0.0001233514,0.00001967881,5.367555e-7,0.00003084571,0.00001990068,0.000006637676,0.00009965953,0.0001652152,0.9872324,0.01227273],"study_design_scores_gemma":[0.000001959412,0.000007415605,0.0005653301,0.00002408483,4.303735e-7,0.0000152313,0.00006769442,0.00001206287,0.00005852444,0.00004400401,0.9992012,0.000002134941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001671128,0.002017882,0.0005164929,0.01005563,0.005152399,0.0001713715,0.006011664,0.001687492,0.972716],"genre_scores_gemma":[0.000682237,0.0003079679,0.0001255994,0.0004767956,0.00008754379,0.00001233943,0.0006243476,0.0001262558,0.9975569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3255839,"threshold_uncertainty_score":0.464406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008309975895857748,"score_gpt":0.1776507036984351,"score_spread":0.1693407278025773,"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."}}