{"id":"W4237711837","doi":"10.1002/iir.1336","title":"Issue Information","year":2020,"lang":"en","type":"paratext","venue":"International Insolvency Review","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Citation; Information retrieval; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003081716,0.0002050797,0.0004162144,0.00008174015,0.0002068033,0.0001570642,0.0006399404,0.0001407056,0.03573119],"category_scores_gemma":[0.000752284,0.0001903843,0.0002261157,0.000227884,0.0001031321,0.0007872967,0.0001166648,0.0002719776,0.138862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001206333,"about_ca_system_score_gemma":0.0003457799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005050141,"about_ca_topic_score_gemma":0.00008555633,"domain_scores_codex":[0.9981931,0.0001243451,0.0005511069,0.0001725032,0.0007381431,0.0002207554],"domain_scores_gemma":[0.9989122,0.00007145991,0.0003800956,0.000152444,0.000350842,0.0001329215],"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":[0.000002363249,0.00001247479,0.000009509482,0.0007556467,0.00006930115,0.000001102946,0.002380634,3.620391e-7,1.213736e-7,0.001464908,0.9592692,0.03603444],"study_design_scores_gemma":[0.00006777224,0.00001815695,0.00002166952,0.003324294,0.0000404979,7.515854e-7,0.0002756577,8.07686e-7,7.911971e-7,0.00009567486,0.9959594,0.0001945202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.000001554102,0.1245302,0.0000738913,0.0371322,0.007296597,0.000420731,0.0001830639,0.00003683889,0.8303249],"genre_scores_gemma":[0.0003767318,0.792376,0.00008408156,0.02910329,0.002798061,0.00007869495,0.0007872927,0.00001349802,0.1743823],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6678458,"threshold_uncertainty_score":0.9651503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04765877401469781,"score_gpt":0.3856535307613564,"score_spread":0.3379947567466586,"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."}}