{"id":"W4389100482","doi":"10.19088/core.2023.016","title":"Insights for Influence: Understanding Impact Pathways in Crisis Response","year":2023,"lang":"en","type":"report","venue":"","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Civil society; Political science; Accountability; Economic growth; Public relations; Economics; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01630717,0.001580817,0.0008408561,0.007516463,0.008937279,0.02506788,0.003447935,0.003337622,0.02200858],"category_scores_gemma":[0.03940341,0.0009812131,0.001505092,0.006428035,0.02155805,0.04017833,0.01702039,0.00666589,0.001996006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01561343,"about_ca_system_score_gemma":0.01420888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02781012,"about_ca_topic_score_gemma":0.02922802,"domain_scores_codex":[0.9889516,0.007070313,0.0003490041,0.001029902,0.0009277337,0.001671535],"domain_scores_gemma":[0.9723858,0.01998448,0.001589955,0.001383947,0.002364242,0.002291569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001511382,0.000134707,0.01963404,0.001266841,0.0001043422,0.001311377,0.1902106,0.002744113,0.0003893299,0.709886,0.008895615,0.06527197],"study_design_scores_gemma":[0.00003410022,0.00008629598,0.007659364,0.001992115,0.0001095786,0.0002956451,0.2249357,0.003184654,0.0004472847,0.6474808,0.1137014,0.00007305993],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1521325,0.01321703,0.09950157,0.1055739,0.001017813,0.001341417,0.001979365,0.0007286818,0.6245078],"genre_scores_gemma":[0.9600583,0.006051137,0.02275349,0.002161602,0.0001272013,0.0006741364,0.0005650444,0.0003500044,0.007259208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02781012,"threshold_uncertainty_score":0.1132839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.404924828499892,"score_gpt":0.3787357490263552,"score_spread":0.02618907947353682,"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."}}