{"id":"W7038074021","doi":"","title":"Gormley - Belton Johnson & William Robson - Friday, February 4, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Joins; Head (geology); George (robot); Government (linguistics); Western hemisphere","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":[0.003625637,0.0004919039,0.0007074108,0.0005128844,0.0003359353,0.0004913742,0.002324082,0.000291619,0.8741158],"category_scores_gemma":[0.001462811,0.000445132,0.0003547764,0.00009358085,0.0001915706,0.000001014151,0.001418367,0.000530917,0.05958242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379692,"about_ca_system_score_gemma":0.00006409986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009284194,"about_ca_topic_score_gemma":0.00468218,"domain_scores_codex":[0.9934334,0.0003544136,0.001568857,0.0008573147,0.003242761,0.0005432368],"domain_scores_gemma":[0.9951805,0.0005997508,0.001573381,0.002195985,0.0002289691,0.0002214187],"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":[0.00004064163,0.00008704154,0.0000118556,0.00008499275,0.00005158177,0.00001782627,0.0001266701,0.001174186,9.895731e-8,0.00004969853,0.9782378,0.02011763],"study_design_scores_gemma":[0.0003882292,0.0001012617,0.00007242365,0.00008471191,0.00004699998,0.00003529287,0.0002304466,0.00008907461,8.949885e-7,0.00009633284,0.9983811,0.000473256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005726819,0.0007544231,0.00001641874,0.0003578153,0.002604091,0.0005646795,0.000656965,0.0003016903,0.9946867],"genre_scores_gemma":[0.0001248675,0.0002305444,0.001793326,0.0004943447,0.0002646066,0.00002479037,0.0008265635,0.0001173629,0.9961236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8145334,"threshold_uncertainty_score":0.9998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02414387878820364,"score_gpt":0.2537207628532366,"score_spread":0.2295768840650329,"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."}}