{"id":"W1500654473","doi":"10.1108/09504121111184291","title":"Encyclopedia of Disaster Relief","year":2011,"lang":"en","type":"article","venue":"Reference Reviews","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Encyclopedia; History; Library science; World Wide Web; Computer science","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":[],"category_scores_codex":[0.0006114947,0.00008479547,0.0002245329,0.0000416293,0.00008362832,0.0000118181,0.0004099725,0.0000453893,0.001561894],"category_scores_gemma":[0.0001312656,0.00006054683,0.00006975792,0.0002357038,0.0002115299,0.000210769,0.0000636972,0.00006327776,0.0005863227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001284894,"about_ca_system_score_gemma":0.00003532999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003221828,"about_ca_topic_score_gemma":0.0003625866,"domain_scores_codex":[0.9989139,0.00018573,0.000307767,0.0001692879,0.0002073918,0.0002159486],"domain_scores_gemma":[0.9994388,0.00002222878,0.0001616367,0.0002629149,0.00003614504,0.00007826883],"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":[0.00001196415,0.0001907082,0.01158785,0.0002354111,0.00001253899,0.00000300519,0.04405374,5.087524e-8,0.00004071417,0.2628436,0.01310812,0.6679123],"study_design_scores_gemma":[0.00004036187,0.00002607871,0.004116721,0.0001211642,0.00001542048,8.68243e-8,0.001236928,4.136962e-7,0.00000823921,0.001472931,0.9928728,0.00008882079],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01080048,0.002732822,0.000116094,0.00004796192,0.0001562752,0.000314371,9.095321e-7,0.00002227677,0.9858088],"genre_scores_gemma":[0.5994238,0.2825533,0.003736079,0.0002617578,0.000223209,0.00007875953,0.000004578913,0.00001771428,0.1137008],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9797647,"threshold_uncertainty_score":0.9993508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165035284771331,"score_gpt":0.3349138786596093,"score_spread":0.2184103501824762,"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."}}