{"id":"W4399386025","doi":"10.1002/nba.31734","title":"Saint‐Gobain, Good360 partner on disaster relief, response","year":2024,"lang":"en","type":"article","venue":"Nonprofit Business Advisor","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disaster response; Emergency management; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001664988,0.0004521052,0.0004428386,0.000440202,0.000518062,0.0001160629,0.0004096988,0.000271275,0.002818782],"category_scores_gemma":[0.0005371911,0.0003484359,0.0001548102,0.001043479,0.0001036214,0.0003447707,0.0003765091,0.0006966069,0.01947522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004067998,"about_ca_system_score_gemma":0.0003707227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001595817,"about_ca_topic_score_gemma":0.00005786732,"domain_scores_codex":[0.9958277,0.0009751161,0.0007528773,0.0008614091,0.0005767232,0.001006131],"domain_scores_gemma":[0.9973109,0.001068287,0.000128013,0.001035699,0.0002298934,0.000227202],"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":[0.01780186,0.0006755676,0.002082407,0.003423098,0.0003670914,0.001086261,0.01606408,0.0001357994,0.003536959,0.09871021,0.7943613,0.06175539],"study_design_scores_gemma":[0.0009590621,0.0001785928,0.03213119,0.00147305,0.00007170775,0.000003962641,0.002213917,0.000235056,0.00004248337,0.0008681778,0.9613786,0.0004441951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8186889,0.0008097047,0.003523579,0.03658367,0.005910142,0.002873467,0.0001052914,0.001194089,0.1303111],"genre_scores_gemma":[0.7021096,0.00008307018,0.000224122,0.008297594,0.0009058633,0.0009763077,0.00006168069,0.000167989,0.2871737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1670173,"threshold_uncertainty_score":0.9998968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05291317316541909,"score_gpt":0.4017766581002565,"score_spread":0.3488634849348374,"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."}}