{"id":"W2789922995","doi":"10.5539/jmr.v10n3p1","title":"Operations Research, Economic Development, and Social Mobility","year":2018,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Productivity; Process (computing); Economic growth; Business; Private sector; Economics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01303847,0.00110745,0.0009248455,0.003606376,0.001562477,0.005609063,0.0006542276,0.001629898,0.005730341],"category_scores_gemma":[0.0288564,0.0002416623,0.0004328435,0.009334832,0.007583594,0.005315694,0.002511778,0.002083925,0.0003126414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004476495,"about_ca_system_score_gemma":0.007273047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006781969,"about_ca_topic_score_gemma":0.004245206,"domain_scores_codex":[0.9840171,0.01187397,0.000753971,0.0005409996,0.002123184,0.0006907881],"domain_scores_gemma":[0.95667,0.03213181,0.006089753,0.001012089,0.002677229,0.00141912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001337254,0.0001134842,0.003010212,0.0005266613,0.00006513818,0.0001446637,0.001250299,0.01871822,0.0001605739,0.8953437,0.00473993,0.07579349],"study_design_scores_gemma":[0.000055772,0.0001614187,0.002857485,0.0007309809,0.00003144925,0.0001323577,0.003425124,0.02774815,0.0002198328,0.9277416,0.03683473,0.00006103269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1293646,0.1162589,0.2673713,0.07320564,0.002485126,0.0006070696,0.0003762958,0.0002100353,0.410121],"genre_scores_gemma":[0.9246188,0.03703584,0.02890781,0.001426156,0.00153845,0.0004481399,0.0001216963,0.00002671838,0.005876371],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01303847,"threshold_uncertainty_score":0.06895483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7045480352608517,"score_gpt":0.6040796645855853,"score_spread":0.1004683706752665,"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."}}