{"id":"W3123886504","doi":"10.1002/soej.12185","title":"Experimenting with Contests for Experimentation","year":2017,"lang":"en","type":"article","venue":"Southern Economic Journal","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"University of Alaska Anchorage","keywords":"CONTEST; Innovator; Test (biology); Private information retrieval; Rent-seeking; Microeconomics; Economics; Outcome (game theory); Computer science; Political science; Computer security; Law; Finance","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004942326,0.0001184821,0.0001788895,0.00003611995,0.003472775,0.0007821391,0.000374354,0.00004383599,0.0002231956],"category_scores_gemma":[0.00003352817,0.0001116935,0.00008938679,0.00000490075,0.0003470072,0.0005790039,0.0000458092,0.0000827001,0.0001241945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004339736,"about_ca_system_score_gemma":0.0001489494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153246,"about_ca_topic_score_gemma":0.001547478,"domain_scores_codex":[0.9991477,0.00003160658,0.000238753,0.0001826761,0.00006750915,0.0003317319],"domain_scores_gemma":[0.9991122,0.00003681239,0.0004981715,0.0001877313,0.00004322633,0.0001218052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007091483,0.0002653124,0.4408679,0.00001136054,0.0005669261,0.00002725493,0.4621853,0.000089823,0.01663033,0.05190593,0.002524075,0.02421662],"study_design_scores_gemma":[0.008984029,0.0006306389,0.004595525,0.0001276569,0.0001081804,0.00006711089,0.9125807,0.0001613492,0.03035826,0.007073506,0.03398104,0.001332026],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737996,0.0002043849,0.0001703278,0.0007914223,0.0008059431,0.0003065138,0.00001692934,0.0000266138,0.02387821],"genre_scores_gemma":[0.9956856,0.00002428514,0.001761675,0.0000575688,0.0006918744,0.00005868925,0.000001422335,0.0000256707,0.001693254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4503954,"threshold_uncertainty_score":0.9978245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0624275397065968,"score_gpt":0.3911075495851841,"score_spread":0.3286800098785873,"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."}}