{"id":"W2787419271","doi":"10.2139/ssrn.3093325","title":"Optimal and Efficient Mechanisms with Budget Constrained Buyers","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Budget constraint; Computer science; Business; Microeconomics; Economics; Mathematical optimization; Mathematics","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":[0.008958946,0.001685081,0.003744228,0.001546421,0.001323635,0.006523467,0.004998164,0.005460745,0.01000409],"category_scores_gemma":[0.05168205,0.002533723,0.001394453,0.002480312,0.00339522,0.01125778,0.003828877,0.003935446,0.001225413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002283763,"about_ca_system_score_gemma":0.003407324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007386928,"about_ca_topic_score_gemma":0.0005773929,"domain_scores_codex":[0.9934559,0.003760835,0.0003722296,0.0007689316,0.0007528272,0.0008891528],"domain_scores_gemma":[0.9711472,0.02183045,0.00253642,0.00241377,0.001157159,0.0009150508],"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":[0.0006811825,0.0002967129,0.000542293,0.0005241892,0.00009423611,0.0001706259,0.0002482777,0.09721693,0.0009807864,0.8697218,0.00477228,0.02475079],"study_design_scores_gemma":[0.0005055402,0.000105123,0.0002220494,0.0001058933,0.00005803879,0.0001589471,0.0001088265,0.1346968,0.0004339621,0.8610067,0.002561038,0.00003708458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1586697,0.002161965,0.7787369,0.005616538,0.0003156944,0.0007382848,0.0005762001,0.0003750647,0.05280967],"genre_scores_gemma":[0.8303576,0.001790261,0.1404126,0.0004582301,0.0003018804,0.001137509,0.0002322111,0.000112854,0.02519695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01000409,"threshold_uncertainty_score":0.04738003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02166805417552903,"score_gpt":0.3200102915441695,"score_spread":0.2983422373686405,"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."}}