{"id":"W6995826554","doi":"","title":"*PREVIEW* YAMFUTURE","year":2020,"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":"Constant (computer programming); Relation (database); CHAOS (operating system); Event (particle physics); Ridiculous","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":[],"category_scores_codex":[0.0002538275,0.000580329,0.0004058033,0.0008628873,0.003028114,0.003811906,0.0006234427,0.001283048,0.8309641],"category_scores_gemma":[0.001420897,0.000363855,0.0003288296,0.001100402,0.0003946368,0.002890983,0.002711468,0.001566827,0.6271902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009366982,"about_ca_system_score_gemma":0.000917553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01281338,"about_ca_topic_score_gemma":0.05082,"domain_scores_codex":[0.9997917,0.00002567591,0.000005842394,0.00002438095,0.00008061439,0.00007192491],"domain_scores_gemma":[0.999297,0.00008660169,0.00002383778,0.00008332526,0.0002281481,0.0002811144],"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":[0.00001376287,0.000006921325,0.00005492679,0.00003866831,5.0769e-7,0.00002740156,0.000159617,0.000007841034,0.00006139781,0.0005016614,0.9899364,0.009190975],"study_design_scores_gemma":[0.000002114942,0.000002958585,0.0001727257,0.00001875087,4.600393e-7,0.00001675309,0.0001432277,0.000008066188,0.00004792488,0.00009202598,0.9994923,0.000002685704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007202667,0.0002617707,0.0004163078,0.001384099,0.001570251,0.0000641298,0.006451871,0.003698748,0.9854326],"genre_scores_gemma":[0.003533914,0.0001643812,0.000256926,0.0006396843,0.0002547225,0.00004112314,0.003065638,0.002966693,0.989077],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8309641,"threshold_uncertainty_score":0.2411091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00714257179917924,"score_gpt":0.1916143420214754,"score_spread":0.1844717702222961,"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."}}