{"id":"W4386515469","doi":"10.1111/poms.14064","title":"Hiding in plain sight: Surge pricing and strategic providers","year":2023,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Service provider; Stylized fact; Collusion; Business; Pricing strategies; Industrial organization; Microeconomics; Service (business); Marketing; Economics","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":[0.003253784,0.001032121,0.001130427,0.0006684656,0.001430608,0.003093392,0.001856126,0.002767242,0.007471385],"category_scores_gemma":[0.01874033,0.0007774712,0.001162355,0.0005961506,0.003349524,0.004949059,0.002719168,0.003267131,0.0004101041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002527666,"about_ca_system_score_gemma":0.002436638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01056817,"about_ca_topic_score_gemma":0.005448947,"domain_scores_codex":[0.9981005,0.0007998814,0.00004538851,0.0001932152,0.0002752702,0.0005858477],"domain_scores_gemma":[0.9885639,0.007072928,0.002391764,0.0006924549,0.0005893761,0.0006896507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004297717,0.0002546773,0.008282249,0.000138419,0.00009443514,0.00092049,0.0005163643,0.7072125,0.002364657,0.265218,0.003729891,0.01083857],"study_design_scores_gemma":[0.00008984451,0.0001982081,0.001641383,0.00004483098,0.00003741842,0.0001623805,0.0005027286,0.9236329,0.000658947,0.07178893,0.001183134,0.00005932607],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7067453,0.0007904741,0.2435033,0.006500297,0.0002546258,0.0002947677,0.0003382651,0.0003222647,0.04125075],"genre_scores_gemma":[0.9934751,0.0001303256,0.004281947,0.000180198,0.00002932645,0.00003072972,0.00002159382,0.00001596888,0.001834721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01056817,"threshold_uncertainty_score":0.02499425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228936062510617,"score_gpt":0.230925884804684,"score_spread":0.2086365241795778,"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."}}