{"id":"W6981560067","doi":"","title":"Episode 122 - Collapse","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.001359206,0.0006492321,0.0007349513,0.0008870639,0.00957327,0.005917688,0.001172694,0.004709173,0.1553515],"category_scores_gemma":[0.008953131,0.0003764243,0.0005239767,0.001535395,0.001151501,0.002896616,0.005293013,0.007562167,0.04721906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001108,"about_ca_system_score_gemma":0.007293817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1262152,"about_ca_topic_score_gemma":0.2973831,"domain_scores_codex":[0.9980291,0.0002591239,0.00007531146,0.0002056214,0.0006814841,0.0007493973],"domain_scores_gemma":[0.9977375,0.0001863215,0.000106743,0.0001566534,0.0007626302,0.001050109],"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":[0.00005801425,0.0000184893,0.000645044,0.00004911815,0.000004284747,0.00077548,0.002231556,0.00004012518,0.00006420619,0.01024082,0.9790015,0.006871345],"study_design_scores_gemma":[0.000007642328,0.0000119768,0.001915681,0.0001215625,0.00000311489,0.0002519904,0.002546628,0.00004445947,0.00008192944,0.001938368,0.9930658,0.00001083792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01449077,0.001655413,0.001573751,0.05755737,0.008090736,0.0004257235,0.02089684,0.001149273,0.89416],"genre_scores_gemma":[0.1003951,0.001424822,0.0007832758,0.03297476,0.002112619,0.0004617559,0.01541199,0.00099606,0.8454396],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1553515,"threshold_uncertainty_score":0.5197026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0665264231226902,"score_gpt":0.2917799445413032,"score_spread":0.225253521418613,"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."}}