{"id":"W4405507590","doi":"10.5771/9781498586627","title":"After the Fall","year":2018,"lang":"en","type":"book","venue":"Lexington Books","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":[0.0004820448,0.0004088369,0.0003653398,0.00009864763,0.0002528876,0.00014712,0.0008540346,0.0006483758,0.001945972],"category_scores_gemma":[0.0001425371,0.0002798744,0.0003233547,0.00006216379,0.0007103315,0.00006178776,0.0004314384,0.0008880357,0.001828211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005028769,"about_ca_system_score_gemma":0.0006141902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001205875,"about_ca_topic_score_gemma":0.002814392,"domain_scores_codex":[0.9975601,0.0001747842,0.0003474488,0.0005691652,0.0006380877,0.0007103498],"domain_scores_gemma":[0.9980046,0.0001846311,0.00009659756,0.001274594,0.0002889079,0.0001506966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000444742,0.00003849533,0.00003272345,0.0001969643,0.0002216469,0.0001841004,0.0006247858,0.0000764135,0.00000371653,0.7141048,0.263924,0.02014762],"study_design_scores_gemma":[0.0001173836,0.00006983988,0.00003222252,0.00005595965,0.00002306037,0.000008583568,0.00002227278,0.00002182248,0.00002411085,0.2508466,0.7485332,0.000244949],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006449033,0.0005975667,0.00001616636,0.0006101438,0.0004036992,0.0002675368,0.0000134525,0.0001607889,0.9972857],"genre_scores_gemma":[0.007643625,0.0000223644,0.00003550278,0.001551153,0.001433149,0.0001124546,0.00004373463,0.00009083941,0.9890672],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4846092,"threshold_uncertainty_score":0.9999654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420939054236768,"score_gpt":0.2553928605786148,"score_spread":0.2411834700362472,"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."}}