{"id":"W4256472953","doi":"10.1257/jel.53.4.1017.r2","title":"Book Reviews","year":2015,"lang":"en","type":"article","venue":"Journal of Economic Literature","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Comparative statics; Matching (statistics); Structural estimation; Economics; Identification (biology); Mathematical economics; EconLit; Econometrics; Discrete choice; Mathematics; Microeconomics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001753066,0.0001697291,0.0007370269,0.0002885806,0.00003487656,0.0002385671,0.0003383772,0.0001459366,0.0006329634],"category_scores_gemma":[0.0001561699,0.0001674814,0.0003030665,0.00008088437,0.0000313499,0.001088774,0.0000400764,0.0003172803,0.001302865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003393234,"about_ca_system_score_gemma":0.00007965376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004155529,"about_ca_topic_score_gemma":0.000002182291,"domain_scores_codex":[0.9981592,0.00002587962,0.001374841,0.000195619,0.00001736715,0.0002270818],"domain_scores_gemma":[0.9980394,0.00002948266,0.001344363,0.0002830406,0.00004953515,0.0002542337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008321479,0.00004816551,0.005419293,0.00003332675,0.00006974785,0.0000354272,0.001421905,0.000187813,0.000002689396,0.03000129,0.9609097,0.001787481],"study_design_scores_gemma":[0.0007087367,0.00009605346,0.0001281368,0.00006349641,0.000006570453,0.0001974354,0.00002466575,0.0002659051,0.000009585719,0.02276289,0.9755511,0.0001854076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04870111,0.4464279,0.0007202446,0.00448913,0.01089678,0.000346478,0.00009855462,0.0000356723,0.4882841],"genre_scores_gemma":[0.6978624,0.1470996,0.02151135,0.03306356,0.0230522,0.00003314708,0.0000929595,0.0004132233,0.07687157],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6491613,"threshold_uncertainty_score":0.9994748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04111645525571505,"score_gpt":0.2391740361514162,"score_spread":0.1980575808957011,"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."}}