{"id":"W7137463822","doi":"","title":"The Afterworld","year":2024,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prosperity; Politics; Parallels; Poverty; Government (linguistics); World War II; Intervention (counseling); Globalization","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":[0.001043238,0.000820331,0.0003933049,0.0009747568,0.007644589,0.01430205,0.001104123,0.003477869,0.3599581],"category_scores_gemma":[0.003199743,0.0002567725,0.0004573189,0.001467754,0.003134073,0.009875136,0.006685586,0.004359631,0.134427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003918513,"about_ca_system_score_gemma":0.004091177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01168531,"about_ca_topic_score_gemma":0.02265715,"domain_scores_codex":[0.9987699,0.0002699123,0.00003767145,0.0002184836,0.0002946981,0.0004093616],"domain_scores_gemma":[0.9988953,0.00009738183,0.00006243628,0.00018528,0.0002545033,0.0005051118],"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":[0.00001987376,0.00001363213,0.0003067768,0.00004956506,0.000003221241,0.0001206993,0.00166118,0.00001794573,0.0001047644,0.1149957,0.8440031,0.03870357],"study_design_scores_gemma":[5.668558e-7,0.000001444825,0.00005475142,0.0000135347,3.882157e-7,0.00002132381,0.0003586292,0.000002575119,0.00001037718,0.0008114011,0.9987237,0.000001362426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001751015,0.004282933,0.0007552678,0.0415639,0.009738512,0.00004461806,0.0006463737,0.0003434604,0.9408739],"genre_scores_gemma":[0.01558178,0.003083133,0.0004763182,0.01616488,0.0013776,0.00004438648,0.0006323647,0.0003316697,0.9623079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3599581,"threshold_uncertainty_score":0.9129421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09432351080582349,"score_gpt":0.4413521886507617,"score_spread":0.3470286778449382,"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."}}