{"id":"W2396920310","doi":"10.1017/s1049023x00021580","title":"Civilian Protection and Humanitarian Assistance—Report of the 2009 Civilian Protection Working Group","year":2009,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Red Cross Society","funders":"","keywords":"Confidentiality; Humanitarian aid; International humanitarian law; Public relations; Work (physics); Service (business); Focus group; Service delivery framework; Political science; Human rights; Public administration; Business; Law; Engineering; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00829474,0.0006773998,0.0002823074,0.001649736,0.001391758,0.001552823,0.001759499,0.002103682,0.004143673],"category_scores_gemma":[0.00966776,0.0003828448,0.0003424364,0.002248998,0.0006634351,0.001338057,0.002418792,0.001653403,0.001160469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002782106,"about_ca_system_score_gemma":0.01560613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08607683,"about_ca_topic_score_gemma":0.06775664,"domain_scores_codex":[0.9963006,0.001176124,0.0005173611,0.000182858,0.001323378,0.0004996532],"domain_scores_gemma":[0.9931994,0.001120822,0.001316979,0.0004775666,0.002670935,0.00121427],"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":[0.0003832114,0.0004118574,0.07389477,0.001020188,0.00008373868,0.0007841911,0.01019681,0.001422859,0.002671678,0.004243783,0.7972165,0.1076704],"study_design_scores_gemma":[0.00004538255,0.0001272164,0.1188313,0.0009438671,0.00002539309,0.0002388123,0.01095944,0.0004666759,0.001595105,0.00102044,0.8656941,0.00005234225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2752866,0.02671213,0.01140928,0.2548847,0.0110379,0.007952627,0.0869275,0.0003938997,0.3253953],"genre_scores_gemma":[0.5956081,0.0364382,0.02434431,0.02072415,0.002033629,0.00636072,0.09553166,0.000410638,0.2185487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08607683,"threshold_uncertainty_score":0.1711516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05717473065355246,"score_gpt":0.3370997687083568,"score_spread":0.2799250380548044,"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."}}