{"id":"W4316591652","doi":"10.1016/j.ijdrr.2023.103545","title":"The contributions of religious leaders in addressing food insecurity during the COVID-19 pandemic in the Philippines: A realist evaluation of the Rapid Emergencies and Disasters Intervention (REDI)","year":2023,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Reduction","topic":"Religion, Society, and Development","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Context (archaeology); Public relations; Religious organization; Poverty; Intervention (counseling); Economic growth; Political science; Sociology; Medicine; Economics; Nursing; Geography; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006897317,0.00008434191,0.000127943,0.0001390784,0.000430905,0.00007101544,0.0004571977,0.00005931237,0.000005274526],"category_scores_gemma":[0.002034615,0.00004464785,0.0001663488,0.0005108909,0.0006565461,0.0002399977,0.00006232814,0.000259051,2.842828e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004727734,"about_ca_system_score_gemma":0.0002596358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003401043,"about_ca_topic_score_gemma":0.004305736,"domain_scores_codex":[0.9964599,0.001382408,0.0007231509,0.0001115094,0.001176257,0.0001467537],"domain_scores_gemma":[0.9981664,0.0003505033,0.0008279855,0.0001214856,0.0005003004,0.00003327236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002558812,0.0001421576,0.05867034,0.00004240471,0.0002250907,0.00000112783,0.9279761,0.00315139,0.0008916315,0.0005881719,0.003130266,0.004925439],"study_design_scores_gemma":[0.001518381,0.0000620447,0.2417791,0.0002844375,0.00007944153,0.00005035374,0.7321022,0.000294841,0.0001479424,0.02297261,0.0006254975,0.00008308264],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867441,0.002976641,0.00007216167,0.008526668,0.001274095,0.0003388126,0.00002161121,0.000005892877,0.0000399891],"genre_scores_gemma":[0.9843885,0.01530722,0.000004880119,0.00003500659,0.0002269467,0.00002243131,0.000004430402,0.00000434091,0.000006199551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1958739,"threshold_uncertainty_score":0.5141383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09677060034984904,"score_gpt":0.3991098039588495,"score_spread":0.3023392036090005,"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."}}