{"id":"W4392379222","doi":"10.1287/isre.2022.0294","title":"How Recommendation Affects Customer Search: A Field Experiment","year":2024,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Field (mathematics); Computer science; Data science; Information retrieval; 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":[0.007838363,0.0007479698,0.001111753,0.0005662067,0.001875022,0.002519241,0.001826496,0.003469375,0.02066049],"category_scores_gemma":[0.02233789,0.0007945275,0.0008122539,0.000587354,0.001197791,0.003074944,0.001274202,0.002937245,0.002710227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008266655,"about_ca_system_score_gemma":0.001488611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336946,"about_ca_topic_score_gemma":0.002171139,"domain_scores_codex":[0.9967937,0.001653579,0.000208821,0.0006047185,0.0004058947,0.0003332982],"domain_scores_gemma":[0.9367076,0.05289085,0.002528853,0.004326756,0.001611865,0.001934067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1086758,0.4980799,0.1004958,0.002543984,0.0007938329,0.001631328,0.01149686,0.01112321,0.05750779,0.01125381,0.02761821,0.1687794],"study_design_scores_gemma":[0.06105522,0.4947675,0.2150901,0.0004823476,0.002344459,0.001113519,0.01157483,0.0926954,0.03923956,0.02686852,0.05371409,0.001054494],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872091,0.00007762174,0.001312364,0.0004702565,0.00009692915,0.001790936,0.0007147779,0.0001020912,0.008225913],"genre_scores_gemma":[0.9749786,0.0001362834,0.008272156,0.001446903,0.0001271721,0.004773592,0.0006911134,0.00005382637,0.009520349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02066049,"threshold_uncertainty_score":0.06911623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124252727207866,"score_gpt":0.3623445574664048,"score_spread":0.2499192847456181,"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."}}