{"id":"W4288033014","doi":"10.1257/mic.20200115","title":"Investment and Information Acquisition","year":2022,"lang":"en","type":"article","venue":"American Economic Journal Microeconomics","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Persuasion; Investment (military); Principal (computer security); Value (mathematics); Microeconomics; Economics; Business; Computer science; Psychology; Social psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00171966,0.00009627805,0.0002015518,0.0003096809,0.0007645322,0.0003659202,0.0003943231,0.00001223047,0.001967569],"category_scores_gemma":[0.00003659182,0.00009812443,0.0000769699,0.0001145204,0.0002193137,0.001397389,0.0002072508,0.0002176084,0.0006536539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004399332,"about_ca_system_score_gemma":0.0001319828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002210659,"about_ca_topic_score_gemma":0.000002795177,"domain_scores_codex":[0.9987009,0.0001467986,0.0007091272,0.000185317,0.00009330649,0.000164602],"domain_scores_gemma":[0.9984095,0.0002115605,0.0009561114,0.0002482464,0.00003297122,0.0001415779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002172146,0.00008449924,0.01107979,0.000001750045,0.0001227323,0.000002620646,0.00266108,0.03678664,0.0005738787,0.3402964,0.07601214,0.5321613],"study_design_scores_gemma":[0.0003346622,0.000136009,0.004195414,5.725321e-7,0.000008729363,0.0007876328,0.009685672,0.001503733,0.0001025461,0.08783854,0.8952401,0.0001663736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862382,0.00005046989,0.003008084,0.003909591,0.0004765627,0.0001150118,0.00009087293,0.00001690741,0.006094255],"genre_scores_gemma":[0.9898102,0.0001092217,0.001053486,0.008524858,0.000139443,0.00002963576,0.00001106152,0.000008174503,0.000313884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.819228,"threshold_uncertainty_score":0.9989448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01788025494739798,"score_gpt":0.2953854339005423,"score_spread":0.2775051789531444,"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."}}