{"id":"W3125362041","doi":"","title":"Economics, Psychology, and Social Dynamics of Consumer Bidding in Auctions ∗","year":2005,"lang":"en","type":"article","venue":"","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Bidding; Common value auction; Economics; Consumer behaviour; Microeconomics; Dynamics (music); Marketing; Public economics; Business; Sociology","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":[0.002765467,0.0002996146,0.0003533101,0.0007797509,0.0009816525,0.002991122,0.0006237417,0.001517628,0.003833923],"category_scores_gemma":[0.008603338,0.0003464696,0.0003646419,0.0009909383,0.004480706,0.004308894,0.001053192,0.001546238,0.0002006086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001548358,"about_ca_system_score_gemma":0.0007694825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020955,"about_ca_topic_score_gemma":0.002139999,"domain_scores_codex":[0.9987628,0.0008530556,0.00003116066,0.00008765815,0.0001870469,0.00007818309],"domain_scores_gemma":[0.9890767,0.008803433,0.00114596,0.0003018155,0.0003548463,0.000317207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001220368,0.0004617682,0.0204834,0.0002477081,0.00006909044,0.0002355699,0.003155455,0.0140811,0.001574925,0.9291624,0.00213187,0.02827467],"study_design_scores_gemma":[0.00006453454,0.0001343039,0.04622337,0.00008368995,0.00002666415,0.0002286897,0.003843382,0.03940866,0.0003350158,0.900445,0.009138929,0.00006783296],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6941433,0.01028586,0.1042964,0.0258748,0.0002473455,0.0001786067,0.0001800465,0.00004438853,0.1647492],"genre_scores_gemma":[0.9902397,0.002205605,0.005056292,0.0005266746,0.0001370647,0.00007608464,0.00003135326,0.000008057485,0.001719074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003833923,"threshold_uncertainty_score":0.01462531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024746518383796,"score_gpt":0.4278749629204464,"score_spread":0.3254003110820668,"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."}}