{"id":"W7000769861","doi":"","title":"Gormley - Dr. Jason Childs - June 8th, 2023","year":2023,"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":"Joins; Work (physics)","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":[0.0004826845,0.000630689,0.0003718267,0.0006150825,0.001953256,0.00280368,0.0005766112,0.002387995,0.6915575],"category_scores_gemma":[0.002484676,0.0003245002,0.0002838966,0.0004677224,0.0003352306,0.001401399,0.001337236,0.002438412,0.5513152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001269768,"about_ca_system_score_gemma":0.002127822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0329148,"about_ca_topic_score_gemma":0.1242979,"domain_scores_codex":[0.9995896,0.00003119079,0.00001145688,0.00006333727,0.0001873229,0.000117093],"domain_scores_gemma":[0.9985338,0.00007303046,0.0000412464,0.00004632051,0.0005484461,0.0007571199],"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":[0.000005744187,0.000002923501,0.00003571864,0.00000650094,2.056776e-7,0.00001247418,0.000004044942,0.000002565192,0.00001321238,0.0001235618,0.9951118,0.004681288],"study_design_scores_gemma":[0.000002934794,0.000003757907,0.0002488434,0.00002185502,4.255601e-7,0.0000187625,0.00002779282,0.000008436009,0.00001975367,0.00005805163,0.9995875,0.000002034872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006056488,0.002273789,0.0002032781,0.02756909,0.01082066,0.00009221581,0.003518198,0.0009896572,0.9539275],"genre_scores_gemma":[0.0007070401,0.0003536575,0.00004129286,0.002363217,0.0003084167,0.000009935894,0.0003636328,0.00009805946,0.9957548],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3084425,"threshold_uncertainty_score":0.4399557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007386899345337485,"score_gpt":0.1996166548138708,"score_spread":0.1922297554685334,"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."}}