{"id":"W2970136895","doi":"10.2139/ssrn.3099746","title":"The Quantity Integration Effect: Integrating Purchase and Quantity Decisions Increases Sales by Providing Closure","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Revenue; Marketing; Business; Robustness (evolution); Control (management); Computer science; Advertising; Accounting","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01886916,0.0002835002,0.0003997333,0.0002462257,0.002499493,0.001927837,0.001042903,0.0001484237,0.00002295245],"category_scores_gemma":[0.01880407,0.0001540522,0.0002058727,0.0005570989,0.000441517,0.0008692865,0.0002200227,0.001682062,0.0001392444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004418083,"about_ca_system_score_gemma":0.0009316854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004595287,"about_ca_topic_score_gemma":0.01711236,"domain_scores_codex":[0.9954283,0.0006867455,0.001004106,0.0005444971,0.0009073344,0.001429003],"domain_scores_gemma":[0.9930911,0.004936921,0.0006787094,0.0005371697,0.0005553127,0.0002007597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002069877,0.00006649646,0.03142336,5.587621e-7,0.00002874013,0.000002581236,0.0001463533,0.000001686573,0.001418182,0.01949375,0.001673313,0.945538],"study_design_scores_gemma":[0.001217214,0.002983288,0.003822217,0.0001790823,0.0001028964,0.0009628348,0.00921712,0.003962936,0.001341088,0.9654647,0.01018381,0.0005627804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636138,0.002471102,0.03249897,0.0005139716,0.0005236422,0.0002134832,0.00001453723,0.00003950046,0.0001110064],"genre_scores_gemma":[0.9975255,0.001409631,0.0004269799,0.00006189031,0.0003227439,0.000007644626,0.000004832077,0.00002242111,0.0002183419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.945971,"threshold_uncertainty_score":0.9991083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04563230780124244,"score_gpt":0.3729167999343486,"score_spread":0.3272844921331062,"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."}}