{"id":"W6991345937","doi":"","title":"Gormley - Belton Johnson - June 23, 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":"Selection (genetic algorithm); Variety (cybernetics); Range (aeronautics); Doors; Government (linguistics)","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":[0.0004394584,0.001114095,0.0005991708,0.0009279922,0.003356379,0.00374886,0.0008998896,0.00244363,0.8658643],"category_scores_gemma":[0.001351468,0.0008203552,0.0005046427,0.000745213,0.0004226848,0.001604714,0.002022887,0.002462119,0.7906296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001721833,"about_ca_system_score_gemma":0.003085619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06121948,"about_ca_topic_score_gemma":0.2789085,"domain_scores_codex":[0.9996305,0.00001854042,0.00000856207,0.00004488347,0.0001745041,0.000123011],"domain_scores_gemma":[0.9991462,0.00004954166,0.00002501508,0.00005149592,0.0003150064,0.0004126238],"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":[0.00002568282,0.00003160113,0.00008794844,0.00001856254,9.015126e-7,0.00002139472,0.00001077605,0.00001603255,0.00008525344,0.0003055158,0.9885972,0.01079922],"study_design_scores_gemma":[0.00001104608,0.00001568664,0.0006261954,0.00002820377,0.000001335017,0.00001230872,0.00005196315,0.00002928555,0.00006530743,0.00009819339,0.9990557,0.000004874181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005274162,0.0002759007,0.0001391694,0.001030386,0.0009958971,0.0001046366,0.002429066,0.001029138,0.9934684],"genre_scores_gemma":[0.000265022,0.00004704712,0.00002744197,0.0002007484,0.00001877868,0.000008242529,0.0002697396,0.00008165812,0.9990814],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1341357,"threshold_uncertainty_score":0.1913282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007985468139225627,"score_gpt":0.2011391550177466,"score_spread":0.1931536868785209,"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."}}