{"id":"W1498192041","doi":"10.5750/jpm.v3i1.455","title":"THE DESIGN OF IDEA MARKETS: AN ECONOMIST’S PERSPECTIVE","year":2012,"lang":"en","type":"article","venue":"The Journal of Prediction Markets","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Incentive; Process (computing); Perspective (graphical); Economics; Management science; Computer science; Microeconomics; Marketing; Business; Artificial intelligence","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":[0.02579932,0.00009474792,0.000175967,0.0001203365,0.0005255099,0.00007052861,0.0008560795,0.0000509428,0.0005435311],"category_scores_gemma":[0.0020524,0.00004587584,0.0001220932,0.0003031625,0.000307367,0.0008405105,0.00005349063,0.0002352093,0.00004230913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008473353,"about_ca_system_score_gemma":0.00008959541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003572036,"about_ca_topic_score_gemma":0.000001123691,"domain_scores_codex":[0.9962238,0.002064886,0.0008352257,0.00009658424,0.0006023368,0.000177134],"domain_scores_gemma":[0.9931152,0.004414421,0.001148137,0.0005001246,0.0006812906,0.0001408388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.02117109,0.001606667,0.02122423,0.00001260869,0.001138427,0.000002387439,0.02908292,0.01068654,0.01058209,0.273099,0.4276286,0.2037655],"study_design_scores_gemma":[0.001271376,0.0005981837,0.3008164,0.00003697518,0.0002947271,0.000655252,0.06331775,0.006801812,0.00340266,0.48469,0.1378553,0.0002595523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3073779,0.002303088,0.6475166,0.009301624,0.003494516,0.0007270354,0.00007200706,0.00004704988,0.02916014],"genre_scores_gemma":[0.9970689,0.0002722815,0.000433832,0.00008567754,0.0005475454,0.000004674116,2.475959e-7,0.000007868887,0.001578934],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.689691,"threshold_uncertainty_score":0.8941583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07816162452673893,"score_gpt":0.359814761239876,"score_spread":0.2816531367131371,"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."}}