{"id":"W4414953551","doi":"10.2139/ssrn.5559378","title":"BRiCE Project DRC and Niger: Baseline Report","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"General partnership; Data collection; Baseline (sea); Resilience (materials science); Quality (philosophy); Descriptive statistics; Psychological resilience; Democracy","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":[0.006508048,0.001370686,0.000915217,0.005562712,0.000953282,0.00274415,0.001506537,0.001674883,0.01608777],"category_scores_gemma":[0.01130884,0.0008506597,0.0008048008,0.009926755,0.0004431452,0.002009321,0.003220368,0.001234793,0.006809453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005253212,"about_ca_system_score_gemma":0.01357293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2085364,"about_ca_topic_score_gemma":0.1878213,"domain_scores_codex":[0.9953478,0.001374879,0.0005719222,0.0004658527,0.001242616,0.0009969288],"domain_scores_gemma":[0.9926351,0.0008378493,0.001487929,0.0007122008,0.003391213,0.0009357333],"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":[0.006706438,0.002448666,0.5471752,0.004871209,0.0007950763,0.001309123,0.00149932,0.004995022,0.001167119,0.004681775,0.3322859,0.09206516],"study_design_scores_gemma":[0.0006783602,0.001028057,0.8137759,0.001450126,0.0004858876,0.0003557292,0.005021887,0.0008347929,0.001469451,0.001544704,0.1732613,0.00009374526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.1070948,0.001901425,0.0018003,0.001773553,0.000248515,0.003728696,0.8583294,0.0003767425,0.02474658],"genre_scores_gemma":[0.2534344,0.003338966,0.006352072,0.0009194467,0.000129559,0.01015764,0.6976879,0.0001983617,0.02778162],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2085364,"threshold_uncertainty_score":0.4146451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008486944598248782,"score_gpt":0.3114262832982415,"score_spread":0.3029393386999927,"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."}}