{"id":"W4394931919","doi":"10.3390/systems12040137","title":"Systems Thinking for Supply Chains: Identifying Bottlenecks Using Process Mapping of a Child Health Intervention in the Democratic Republic of the Congo (DRC)","year":2024,"lang":"en","type":"article","venue":"Systems","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Global Affairs Canada; World Health Organization","keywords":"Democracy; Intervention (counseling); Process (computing); Supply chain; Political science; Medicine; Computer science; Nursing; Law; Politics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009705373,0.000696672,0.0002894331,0.003279281,0.002759548,0.005239431,0.001069314,0.0008187699,0.002608761],"category_scores_gemma":[0.01642695,0.0004091591,0.0006133599,0.003299181,0.002992522,0.00468359,0.002996597,0.001138604,0.0001403628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009123465,"about_ca_system_score_gemma":0.007759126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02960919,"about_ca_topic_score_gemma":0.03307362,"domain_scores_codex":[0.9944073,0.004437968,0.0001431922,0.0003973541,0.000305377,0.0003088235],"domain_scores_gemma":[0.9865859,0.01092429,0.0009760577,0.0004876116,0.0007760719,0.0002500525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005013464,0.0007711103,0.1108497,0.002250889,0.0001609998,0.002764931,0.4554429,0.0613405,0.007247498,0.1052222,0.002037711,0.2514101],"study_design_scores_gemma":[0.0001040155,0.0006990139,0.08121818,0.00188651,0.0002701019,0.0004895587,0.5142332,0.2434296,0.01219512,0.1004569,0.04484031,0.000177386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8381187,0.0006578327,0.1382558,0.002448002,0.00001697214,0.001147193,0.0003456875,0.0001443699,0.01886543],"genre_scores_gemma":[0.9364926,0.0004030754,0.06141568,0.00006176015,0.000003055739,0.0004728851,0.0001249614,0.00002728172,0.000998746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02960919,"threshold_uncertainty_score":0.06619567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2040235845124046,"score_gpt":0.4363691314917859,"score_spread":0.2323455469793813,"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."}}