{"id":"W4406491137","doi":"10.1016/0952-5807(95)90003-9","title":"10.1016/0952-5807(95)90003-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Forensic engineering; Business; Engineering","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":[0.0002496408,0.00008634934,0.00009653049,0.00004267166,0.0002749956,0.0001200223,0.0003675367,0.00004315328,0.9973846],"category_scores_gemma":[0.00003176394,0.00008056245,0.000045307,0.0003367191,0.0001279142,0.0001908492,0.00004606045,0.00005271928,0.9942909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002897951,"about_ca_system_score_gemma":0.00003090225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002119141,"about_ca_topic_score_gemma":0.000008199872,"domain_scores_codex":[0.9989623,0.00006723838,0.000111217,0.0002029422,0.0003230369,0.0003332951],"domain_scores_gemma":[0.9995936,0.0000303961,0.00001995286,0.0001808856,0.0000234931,0.0001516398],"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":[0.00001204996,0.00002774887,4.547317e-7,0.000001897573,0.000005005144,0.00000263348,0.0003892345,0.00001623295,0.000003077737,0.00004050696,0.4473591,0.552142],"study_design_scores_gemma":[0.00008182954,0.00003746708,0.00005938291,0.000009681065,0.000008422459,1.482903e-7,0.00006250429,0.00002580771,0.000003198032,0.00004501349,0.999541,0.0001255332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007744005,0.00004644172,6.187125e-7,0.0009454509,0.00000428284,0.00019454,0.000002031288,0.000130116,0.9979021],"genre_scores_gemma":[0.00055959,0.000001620535,0.00004208558,0.00008286926,0.0002004487,0.0000107676,0.000002230274,0.000008689994,0.9990917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5521819,"threshold_uncertainty_score":0.3285241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006908501328360059,"score_gpt":0.2088113039900533,"score_spread":0.2019028026616933,"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."}}