{"id":"W4233081568","doi":"10.29173/eureka8020","title":"Front Matter","year":2010,"lang":"en","type":"paratext","venue":"Eureka","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Engineering; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0001834242,0.000179435,0.0002764864,0.00005691669,0.0004627158,0.0001416656,0.0002956627,0.0003511632,0.1826138],"category_scores_gemma":[0.00005964535,0.0001555024,0.0001250566,0.00006688653,0.0002422406,0.00008675308,0.00007591033,0.0004647564,0.4199535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002463035,"about_ca_system_score_gemma":0.0001660646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215818,"about_ca_topic_score_gemma":0.0058005,"domain_scores_codex":[0.9987833,0.0001075689,0.0001523281,0.0002292187,0.0003258503,0.0004016841],"domain_scores_gemma":[0.9994021,0.00007055592,0.00009465665,0.0002410382,0.0000583419,0.0001333173],"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":[0.000002650958,0.00001429494,0.0005108704,0.00001245678,0.00002250822,0.000002270083,0.01166184,1.280644e-7,0.000004378286,0.0000500855,0.9866316,0.001086908],"study_design_scores_gemma":[0.00006417657,0.00001013223,0.001490951,0.00002685274,0.00001694373,3.36932e-7,0.001033041,3.315924e-8,0.00000957199,0.0001011779,0.9970515,0.0001952978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00158646,0.001816041,0.00001589614,0.003304833,0.005865845,0.0001673391,0.00007451291,0.00002878362,0.9871403],"genre_scores_gemma":[0.01056487,0.0005330886,0.00006720531,0.002472316,0.003430891,0.00001448453,0.00004084182,0.00002430131,0.982852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2373397,"threshold_uncertainty_score":0.8181334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493058823982668,"score_gpt":0.3239646506760745,"score_spread":0.2990340624362478,"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."}}