{"id":"W2971552437","doi":"10.1016/j.ejor.2019.09.007","title":"Capacity and assortment planning under one-way supplier-driven substitution for pharmacy kiosks with low drug demand","year":2019,"lang":"en","type":"article","venue":"European Journal of Operational Research","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Interactive kiosk; Product (mathematics); Service (business); Computer science; Service provider; Operations research; Substitution (logic); Business; Marketing; World Wide Web; Engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.003281258,0.0001246071,0.0001616694,0.000352125,0.0003335354,0.0005181041,0.0002346091,0.00001129195,0.000355682],"category_scores_gemma":[0.00007676222,0.00009731339,0.00004882847,0.0001759676,0.00009669042,0.001072464,0.0001219054,0.0002920038,0.0001045907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008848608,"about_ca_system_score_gemma":0.00006511046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001497674,"about_ca_topic_score_gemma":0.000005697239,"domain_scores_codex":[0.9982379,0.0001196287,0.00032136,0.0002073875,0.0008366403,0.0002770726],"domain_scores_gemma":[0.9988995,0.0001084008,0.0001550934,0.0001113261,0.0006825918,0.00004310293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004998467,0.001780329,0.2832759,0.00203392,0.001510326,0.0004318691,0.001887424,0.2098311,0.0368826,0.3370866,0.1129466,0.007334896],"study_design_scores_gemma":[0.01957696,0.0007853576,0.2257717,0.001454617,0.000206666,0.00007175282,0.002140271,0.08173745,0.0025711,0.002089624,0.6625363,0.001058252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810809,0.00009964062,0.004160494,0.002982504,0.0002101763,0.0005635468,0.000003810428,0.00001080237,0.01088816],"genre_scores_gemma":[0.9964688,0.0000197235,0.0008249336,0.0006729993,0.0009919857,0.000007409538,0.00002628746,0.00002607714,0.0009618154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5495897,"threshold_uncertainty_score":0.4996089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1120195478485996,"score_gpt":0.3275346788876024,"score_spread":0.2155151310390028,"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."}}