{"id":"W4220807903","doi":"10.3138/md.65.1.n","title":"Outstanding Article Award for 2021","year":2022,"lang":"en","type":"article","venue":"Modern Drama","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004029905,0.00005383204,0.0000901674,0.00002573786,0.001531151,0.00007347551,0.0001191354,0.00001636288,0.000485577],"category_scores_gemma":[0.0001137764,0.00005562281,0.0000682565,0.00009993761,0.00005951449,0.0001068297,0.00008542954,0.00005890756,0.00002757477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008505594,"about_ca_system_score_gemma":0.00006217266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002146858,"about_ca_topic_score_gemma":0.0003099323,"domain_scores_codex":[0.9991476,0.00007034466,0.00009192727,0.0001323071,0.0002557377,0.0003020764],"domain_scores_gemma":[0.999676,0.0001002564,0.00003041538,0.0000952599,0.00002928621,0.00006875129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002125782,0.0003788635,0.06328005,0.00002594311,0.0001395428,0.00001981599,0.6424677,0.001555101,0.001247806,0.07645954,0.06437724,0.1498358],"study_design_scores_gemma":[0.001485441,0.000254574,0.004428157,0.00000946774,0.00005153498,0.000001663016,0.1559467,0.004160942,0.0002838325,0.09781081,0.7351012,0.0004656453],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9367342,0.0005789587,0.009625777,0.009450567,0.000504163,0.0003617481,0.00004175533,0.00007861821,0.04262424],"genre_scores_gemma":[0.9938824,0.00001202823,0.0001722375,0.0004002165,0.0001847473,0.00007229828,0.000002202662,0.000007811656,0.005266118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.670724,"threshold_uncertainty_score":0.9997687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731863709768405,"score_gpt":0.3275684052063548,"score_spread":0.2802497681086707,"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."}}