{"id":"W4253776527","doi":"10.1017/s1816383116000485","title":"The ICRC's approach to urban services during protracted armed conflict: Q & A with Evaristo de Pinho Oliveira","year":2016,"lang":"en","type":"article","venue":"International Review of the Red Cross","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sanitation; Unit (ring theory); Political science; Armed conflict; Geography; Peacekeeping; Public administration; Engineering; Law; Psychology; Environmental engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001095912,0.0001220148,0.0001634766,0.00003166933,0.0005213818,0.0001996162,0.001529905,0.00003237178,0.00004767792],"category_scores_gemma":[0.0001944678,0.00005516177,0.0001134644,0.0002025279,0.0003721011,0.000129854,0.000155061,0.00009517136,0.00002655304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002635023,"about_ca_system_score_gemma":0.00009734961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006783786,"about_ca_topic_score_gemma":0.0005747151,"domain_scores_codex":[0.9981414,0.0002310378,0.0003179954,0.0002223684,0.0008004003,0.0002867757],"domain_scores_gemma":[0.9989576,0.00008734604,0.0002386328,0.0003827905,0.0002507973,0.00008286457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003601116,0.002348298,0.4232747,0.02902794,0.004865341,0.00002777126,0.2161878,0.0006474113,0.02288273,0.1921472,0.01750827,0.08748135],"study_design_scores_gemma":[0.0003291013,0.00001204415,0.05962909,0.003658158,0.00002823306,0.000003687048,0.0001395279,0.000003199417,0.0002657626,0.0002168773,0.9356051,0.0001091986],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8578497,0.004510602,0.001693212,0.05867601,0.0004597766,0.004456705,0.00007020563,0.0001312041,0.07215261],"genre_scores_gemma":[0.9828787,0.002238459,0.0003956003,0.0008727323,0.0001754082,0.0003076274,0.000003225487,0.00001986063,0.01310837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9180968,"threshold_uncertainty_score":0.40101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694904862151376,"score_gpt":0.3183674511277392,"score_spread":0.3014184025062254,"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."}}