{"id":"W1979949019","doi":"10.1007/s12525-011-0049-z","title":"A virtual competition auction model for perishable products","year":2011,"lang":"en","type":"article","venue":"Electronic Markets","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Common value auction; Competition (biology); Forward auction; Unique bid auction; Computer science; Auction theory; Reverse auction; Microeconomics; Business; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002085314,0.0001093179,0.0001390928,0.000115728,0.0003257185,0.00005485569,0.0003447163,0.00006057338,0.001232744],"category_scores_gemma":[0.0005728767,0.0000940562,0.00007730237,0.0004069553,0.0000721997,0.0003402673,0.00003440655,0.0001218568,0.0002839655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007525043,"about_ca_system_score_gemma":0.000182384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002809061,"about_ca_topic_score_gemma":0.00001019763,"domain_scores_codex":[0.9984295,0.0001071462,0.0003215415,0.0004617054,0.0003319739,0.000348185],"domain_scores_gemma":[0.9988737,0.0001668221,0.0001598428,0.0004551156,0.0002855761,0.00005891564],"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":[0.0005015854,0.0002109494,0.00003066575,0.000005048205,0.00002149738,1.316113e-7,0.000989591,0.0006886882,0.002862334,0.9444339,0.02530903,0.02494658],"study_design_scores_gemma":[0.0004672589,0.00021337,0.0004617362,0.000005383953,0.00001800677,0.00001557759,0.0003401164,0.1992159,0.007233497,0.6514707,0.1403192,0.0002393425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09901767,0.00008738661,0.8784934,0.0009475039,0.0002684341,0.0007726073,0.00002548913,0.0001494248,0.02023808],"genre_scores_gemma":[0.9653257,0.00001375769,0.00153454,0.0001094383,0.0001302495,0.0002445277,0.00001650519,0.00001270465,0.0326126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8769588,"threshold_uncertainty_score":0.9996803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08839513506167841,"score_gpt":0.3267633228064968,"score_spread":0.2383681877448184,"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."}}