{"id":"W63258048","doi":"","title":"Developing a Service Industry to Support the Sahana Disaster Management System","year":2010,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Diverse Scientific Research Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Service (business); Emergency management; Computer science; Computer security; Marketing; Economic growth; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006486625,0.0003026812,0.0001350635,0.001119431,0.003341439,0.003661587,0.001600858,0.001164738,0.009815793],"category_scores_gemma":[0.008517148,0.0002670835,0.0003037618,0.0007766034,0.0008324109,0.003055208,0.005207206,0.001951435,0.002492312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002295237,"about_ca_system_score_gemma":0.02387475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031699,"about_ca_topic_score_gemma":0.01601162,"domain_scores_codex":[0.9977654,0.0008426191,0.00009042263,0.0001514083,0.000545137,0.0006050491],"domain_scores_gemma":[0.9914836,0.001232153,0.0003514601,0.0006261069,0.003044555,0.003262024],"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":[0.0006484377,0.009642865,0.0587902,0.0005606128,0.00009027146,0.002986722,0.01922128,0.006860768,0.08301611,0.04246219,0.05083961,0.7248808],"study_design_scores_gemma":[0.0005830798,0.004377749,0.05085294,0.0005588807,0.0001340889,0.001418123,0.09379768,0.06237822,0.03385065,0.0152198,0.7366573,0.0001715889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6897379,0.0002506846,0.1073401,0.02654768,0.0006949423,0.003701539,0.0003676488,0.003671163,0.1676883],"genre_scores_gemma":[0.7589912,0.0003875735,0.1906331,0.002985023,0.0001024991,0.0007452779,0.0008558811,0.0004625661,0.04483693],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01031699,"threshold_uncertainty_score":0.03430498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1091585823935087,"score_gpt":0.4076341639273114,"score_spread":0.2984755815338027,"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."}}