{"id":"W2903498639","doi":"10.1111/2057-1615.12254","title":"Turning ordeal into opportunity","year":2018,"lang":"en","type":"article","venue":"London Business School Review","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Trial by ordeal; Philosophy; Theology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001038638,0.0001880745,0.0005982947,0.0001377721,0.0003356782,0.0001088981,0.0004183932,0.00008210268,0.006837359],"category_scores_gemma":[0.002230902,0.0002006908,0.0001048573,0.0009539409,0.00008998551,0.0004326026,0.0001761173,0.0002588955,0.004134963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001347731,"about_ca_system_score_gemma":0.0001461644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007991162,"about_ca_topic_score_gemma":0.0001244014,"domain_scores_codex":[0.9987047,0.00004731509,0.0006500831,0.0002457516,0.00005483459,0.0002973413],"domain_scores_gemma":[0.998675,0.00004283938,0.0003441377,0.0004788428,0.0002169709,0.0002421481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006080683,0.0004877764,0.284527,0.007589937,0.0003268128,0.00004200164,0.001717821,0.000002081805,0.00009142836,0.08402459,0.2363238,0.384806],"study_design_scores_gemma":[0.0002834168,0.00002528643,0.128976,0.001124013,0.00001430478,0.000006175164,0.00001657275,0.00001934987,0.000007225532,0.01068701,0.8584573,0.0003832636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2356429,0.4262245,0.004641366,0.02560094,0.003101639,0.001683091,0.00004960131,0.0004829897,0.3025729],"genre_scores_gemma":[0.7204959,0.2550042,0.003024884,0.01452237,0.0009600867,0.00007070865,0.0001392269,0.00008395466,0.005698674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6221336,"threshold_uncertainty_score":0.9966404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06638029142071968,"score_gpt":0.2895570805653712,"score_spread":0.2231767891446516,"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."}}