{"id":"W4231098553","doi":"10.3917/pope.302.0231","title":"Are Sex Ratios at Birth Increasing in Vietnam?","year":2003,"lang":"en","type":"article","venue":"Population (English Edition)","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Ho chi minh; Humanities; Political science; Philosophy; Geography; Cartography","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":[0.0009273722,0.0001096155,0.0001505518,0.000204203,0.0005864197,0.0001069632,0.00009899515,0.0001173444,0.001073517],"category_scores_gemma":[0.00122015,0.0001159083,0.000056467,0.0006310923,0.00007794269,0.0005572398,0.00001515212,0.00011741,0.00002780093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001235365,"about_ca_system_score_gemma":0.00004172382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001923,"about_ca_topic_score_gemma":0.03064995,"domain_scores_codex":[0.9982291,0.0005602214,0.0002808442,0.0002591483,0.0004097329,0.0002609527],"domain_scores_gemma":[0.999308,0.0001278727,0.0002026997,0.0001290788,0.0001218074,0.0001105352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005612887,0.00004235157,0.9657565,0.000006144606,0.000004940119,0.000002292901,0.004865782,0.00004979259,0.00000184984,0.02550812,0.002820953,0.0009356807],"study_design_scores_gemma":[0.0003005178,0.000008156548,0.9199536,0.00002481623,0.000006066327,7.486049e-7,0.006128779,0.00002033068,0.000009041166,0.01059115,0.0627813,0.0001755007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223462,0.00009783188,0.00007976464,0.0004289589,0.001711822,0.0002021463,0.00002126785,0.0001706066,0.0749414],"genre_scores_gemma":[0.9978865,0.00002989242,0.0002142076,0.0001407681,0.0007133159,0.00003047226,0.0000762718,0.0000093239,0.0008991807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07554036,"threshold_uncertainty_score":0.9998397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166765531130175,"score_gpt":0.2846668639884719,"score_spread":0.2529992086771702,"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."}}