{"id":"W4408028229","doi":"10.2139/ssrn.5146874","title":"Inspect or Guess? Mechanism Design with Unobservable Inspection","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Unobservable; Mechanism (biology); Computer science; Reliability engineering; Econometrics; Engineering; Mathematics","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":[0.02859765,0.001445953,0.004595886,0.001059533,0.0008840111,0.005361234,0.004090258,0.007903238,0.008375216],"category_scores_gemma":[0.1264842,0.002655164,0.001600581,0.001174751,0.005702575,0.01404063,0.003289812,0.006731809,0.001316933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001710408,"about_ca_system_score_gemma":0.002300089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005127532,"about_ca_topic_score_gemma":0.0003108828,"domain_scores_codex":[0.9857258,0.009505694,0.0005417816,0.002119239,0.001411351,0.0006960854],"domain_scores_gemma":[0.8205984,0.1460942,0.01014533,0.01897973,0.002658075,0.001524389],"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":[0.002202084,0.000545717,0.00378587,0.0007224647,0.000397499,0.0004488352,0.0004855413,0.1217559,0.001793038,0.7795424,0.005441272,0.08287948],"study_design_scores_gemma":[0.0003318838,0.0001678627,0.0003287146,0.00004457812,0.00007050314,0.0001296848,0.00004082188,0.2673379,0.0006732055,0.7300874,0.0007504946,0.00003688825],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04614686,0.0005058429,0.9408857,0.005413049,0.0001356672,0.0002112274,0.0001668876,0.0005215932,0.006013131],"genre_scores_gemma":[0.887226,0.0004103853,0.1040607,0.0005552218,0.0002423516,0.0003515992,0.00009403488,0.00009585928,0.006963936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02859765,"threshold_uncertainty_score":0.1512406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050910349341904,"score_gpt":0.3703469129843273,"score_spread":0.265255878050137,"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."}}