{"id":"W51535525","doi":"10.2139/ssrn.2103940","title":"Signaling by an Expert","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Computer science","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":[0.001881882,0.0005648615,0.0006088345,0.0007290606,0.000796254,0.002180877,0.0008747727,0.004285931,0.0268677],"category_scores_gemma":[0.009760579,0.0003130578,0.0005542862,0.0003702879,0.0007023213,0.002170745,0.001028966,0.001694554,0.004391482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006532039,"about_ca_system_score_gemma":0.0007517114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006560926,"about_ca_topic_score_gemma":0.0006157086,"domain_scores_codex":[0.9981604,0.0005192865,0.00009430404,0.0005178743,0.0003744792,0.0003336288],"domain_scores_gemma":[0.9956618,0.002065236,0.0004263492,0.0008722466,0.0005383091,0.0004361452],"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":[0.00238686,0.0009176578,0.01645102,0.0006481438,0.0003683399,0.00652241,0.001508294,0.04046086,0.05271444,0.6246787,0.06862163,0.1847216],"study_design_scores_gemma":[0.0004956209,0.001423836,0.01719068,0.0002249212,0.0004465519,0.00946862,0.001939432,0.3406075,0.02500767,0.4939174,0.1089368,0.0003410051],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2593628,0.0007226025,0.1723592,0.02169627,0.001161916,0.0003650766,0.0007244559,0.000815018,0.5427926],"genre_scores_gemma":[0.8908935,0.0002573201,0.009044752,0.001952379,0.0002649491,0.00005130109,0.0001251143,0.00001971778,0.09739098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0268677,"threshold_uncertainty_score":0.08988136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05427789521901265,"score_gpt":0.3826026881131985,"score_spread":0.3283247928941858,"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."}}