{"id":"W4396889837","doi":"10.2139/ssrn.4825758","title":"Quarter of Birth, Gender Inequality, and Economic Development","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Inequality; Gender inequality; Economics; Demographic economics; Geography; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.002254765,0.00007841491,0.0001153434,0.000153408,0.0002118963,0.0001052009,0.0001435078,0.00005432664,0.0001468936],"category_scores_gemma":[0.000007509026,0.00006437927,0.00005498424,0.0001122267,0.0001067397,0.0001727616,0.00002150873,0.0004412923,0.00001535612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000199835,"about_ca_system_score_gemma":0.0029007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003696787,"about_ca_topic_score_gemma":0.01909938,"domain_scores_codex":[0.9984905,0.000107168,0.000234725,0.0001445115,0.0001750858,0.0008479727],"domain_scores_gemma":[0.9997536,0.00004719259,0.00005498482,0.00005131568,0.00002017021,0.00007271687],"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":[0.000006706389,0.0000156904,0.0194087,0.00001791945,0.0002045319,0.000001429106,0.01832286,0.000001431123,0.00001466005,0.817986,0.0001798948,0.1438403],"study_design_scores_gemma":[0.0002318808,0.0001094496,0.01717833,0.00002995426,0.00002968796,0.00005072924,0.03389244,0.00002271937,0.00003221824,0.8911789,0.05702661,0.0002170905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703917,0.01279524,0.001303575,0.001333309,0.0004630853,0.00005956004,0.000002884502,0.00004256467,0.01360808],"genre_scores_gemma":[0.9933188,0.005586382,0.00007675755,0.00001779368,0.0001698493,0.0000019309,6.705927e-7,0.000005930265,0.0008218781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1436232,"threshold_uncertainty_score":0.9987995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959909938189646,"score_gpt":0.3020546464045996,"score_spread":0.2724555470227031,"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."}}