{"id":"W4231266837","doi":"10.1257/jel.56.4.1672","title":"Doctoral Dissertations in Economics One-Hundred-Twelfth Annual List","year":2018,"lang":"en","type":"article","venue":"Journal of Economic Literature","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Library science; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006191116,0.0002009891,0.0006601695,0.0007395961,0.00009855826,0.0002612555,0.0004327183,0.0002183145,0.000316637],"category_scores_gemma":[0.00008079041,0.0002501965,0.0002424552,0.0002661917,0.0000962378,0.001629924,0.00004764792,0.0004238164,0.0001967403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004912508,"about_ca_system_score_gemma":0.000152746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001005102,"about_ca_topic_score_gemma":0.0004351805,"domain_scores_codex":[0.9978576,0.0000187741,0.00137463,0.0003271113,0.00002303779,0.0003987946],"domain_scores_gemma":[0.9982994,0.00005364993,0.001043033,0.0003283054,0.0001353477,0.000140317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003914453,0.0003603117,0.2953489,0.00006080637,0.0002215897,0.00008950145,0.00980476,0.0004371101,0.0000137428,0.6823793,0.006332972,0.004559529],"study_design_scores_gemma":[0.004986869,0.00127963,0.4070995,0.0003740393,0.0000343686,0.0002171647,0.001906394,0.002054071,0.0002243928,0.2559558,0.3246309,0.001236817],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841537,0.002335382,0.00007588994,0.001230604,0.001456804,0.0001187437,0.0002339002,0.000009823784,0.01038518],"genre_scores_gemma":[0.9941285,0.0004272772,0.001065528,0.0003812542,0.00150083,0.000005347401,0.00002303988,0.00003362778,0.002434571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4264235,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912827947467958,"score_gpt":0.2417348995576545,"score_spread":0.2226066200829749,"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."}}