{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006034257,0.00003832129,0.0001018083,0.0001540879,0.00008681737,0.00001909275,0.0001233694,0.00004598059,0.0006210397],"category_scores_gemma":[0.00005649674,0.00003327334,0.0000259309,0.0001818683,0.0002187852,0.0001348701,0.00003039705,0.00005526917,0.00009769144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000154859,"about_ca_system_score_gemma":0.00001182095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001029577,"about_ca_topic_score_gemma":0.0005567901,"domain_scores_codex":[0.9993681,0.00003731316,0.0003111028,0.000165203,0.00004978622,0.0000685359],"domain_scores_gemma":[0.9995347,0.0001899559,0.00009306407,0.0001276188,0.00003541145,0.00001920096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008058454,0.00005399302,0.006935784,4.691458e-7,0.000004849773,3.820939e-8,0.0002759917,0.0001864655,0.00009156287,0.7987483,0.002135352,0.1915592],"study_design_scores_gemma":[0.0007438294,0.00001939644,0.05484927,0.000002220762,0.000009065271,0.00001962968,0.004224896,0.02137024,0.0003179436,0.7192889,0.1989573,0.0001972579],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9392766,0.00003690476,0.01740334,0.01415411,0.00009907678,0.00008660576,0.00002639327,0.0000181719,0.02889878],"genre_scores_gemma":[0.9964299,0.00003339818,0.001849952,0.000250199,0.00003438382,0.000005270937,0.000001724421,0.000002349424,0.001392883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.196822,"threshold_uncertainty_score":0.6799949,"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."}}