{"id":"W2299395370","doi":"10.1257/mic.20140110","title":"Investing in Skill and Searching for Coworkers: Endogenous Participation in a Matching Market","year":2016,"lang":"en","type":"article","venue":"American Economic Journal Microeconomics","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Matching (statistics); Benchmark (surveying); Economics; Investment (military); Microeconomics; Contrast (vision); Computer science; Mathematics; Artificial intelligence","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":[0.004012286,0.0001232765,0.0003286533,0.0004029377,0.0001719641,0.0002214371,0.000308617,0.00003104892,0.0001014999],"category_scores_gemma":[0.0005500947,0.00009979738,0.00006715107,0.0001135267,0.0002448256,0.0005791498,0.0000731813,0.0001584675,0.00005612043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003913123,"about_ca_system_score_gemma":0.0001352098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001294235,"about_ca_topic_score_gemma":0.0005960711,"domain_scores_codex":[0.9980993,0.0001916522,0.0009512343,0.0003591784,0.00004661158,0.0003519957],"domain_scores_gemma":[0.9964644,0.002494275,0.0006695252,0.0002015539,0.00002752143,0.0001427807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002595794,0.00006877735,0.1965257,0.000004230366,0.00003254662,0.00000534687,0.003899613,0.003742388,0.005399581,0.008080263,0.0005182036,0.7814638],"study_design_scores_gemma":[0.004665222,0.0003048546,0.1295949,0.0001948786,0.00002354965,0.0009002233,0.02507802,0.01005003,0.001953477,0.8024077,0.02385858,0.0009685085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853084,0.00004085182,0.01144472,0.001994904,0.0001232221,0.0002069979,0.00002554469,0.00000822501,0.0008471516],"genre_scores_gemma":[0.9945742,0.0001367704,0.004582727,0.0003459924,0.0001238001,0.00003608022,5.828572e-7,0.00001686425,0.0001830078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7943275,"threshold_uncertainty_score":0.4069619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08130464153926785,"score_gpt":0.3801185050160319,"score_spread":0.2988138634767641,"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."}}