{"id":"W7010257984","doi":"","title":"Gormley - Sylvain Charlebois - Thursday, October 6, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Analytics; Table (database); Key (lock); Public policy","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":[0.0004167129,0.0006932896,0.0003557193,0.0005223396,0.002112173,0.002724673,0.0005273382,0.00162003,0.6756325],"category_scores_gemma":[0.001123422,0.0003378488,0.000215088,0.0005764318,0.0003317119,0.001448056,0.001626075,0.001691847,0.4884565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009996259,"about_ca_system_score_gemma":0.00120694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02131805,"about_ca_topic_score_gemma":0.1035647,"domain_scores_codex":[0.9997045,0.00002386709,0.000008047046,0.00006273783,0.0001285239,0.00007221844],"domain_scores_gemma":[0.9993211,0.00004529025,0.00002573694,0.00003381864,0.000222458,0.0003516566],"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":[0.00001060097,0.00000688006,0.000066386,0.00001612514,3.386193e-7,0.00002108016,0.00001646339,0.000005385445,0.00004314365,0.0002112286,0.9915828,0.008019512],"study_design_scores_gemma":[0.000001796703,0.000005749635,0.000486832,0.00002135122,2.794925e-7,0.00001188098,0.00005891968,0.000006939891,0.00002935511,0.00003217645,0.999343,0.000001658813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001253393,0.003268434,0.000215565,0.01342196,0.006421532,0.00008749414,0.003726469,0.0008436217,0.9707616],"genre_scores_gemma":[0.0006406915,0.0003156162,0.00003451356,0.000547495,0.0001015385,0.000006902038,0.0002684697,0.00007211087,0.9980127],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3243675,"threshold_uncertainty_score":0.4626709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006040450582709263,"score_gpt":0.1880767912645512,"score_spread":0.1820363406818419,"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."}}