{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008003769,0.0000704327,0.0001007914,0.0001157279,0.0002241738,0.00008214384,0.000424666,0.00004249581,0.0003986012],"category_scores_gemma":[0.0001854756,0.00005232976,0.0000539161,0.0003521095,0.0000346627,0.0007837265,0.00001761876,0.0007175092,0.0002596477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110988,"about_ca_system_score_gemma":0.0002479336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000010421,"about_ca_topic_score_gemma":0.00003349037,"domain_scores_codex":[0.9976136,0.0002081907,0.0003262046,0.0001388037,0.0004089606,0.001304256],"domain_scores_gemma":[0.999329,0.0001600177,0.0001313886,0.000193896,0.00005394376,0.0001318095],"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":[0.00003769659,0.0003160937,0.008702051,1.740867e-7,0.00001768846,3.619048e-7,0.00160559,0.000127539,0.01855155,0.7986026,0.002271722,0.1697669],"study_design_scores_gemma":[0.0002066074,0.00006073366,0.0002965228,0.000001857735,0.000002401696,0.0001808223,0.01137152,0.00008020505,0.002179623,0.9389163,0.04659085,0.0001125824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8273786,0.003845996,0.1653592,0.0011648,0.0002295869,0.00006564796,0.000001353307,0.00002231673,0.001932509],"genre_scores_gemma":[0.9967439,0.0002202606,0.0001176583,0.0001902438,0.0003812547,0.000005490875,9.386011e-7,0.000007152114,0.002333092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1696543,"threshold_uncertainty_score":0.4364403,"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."}}