{"id":"W4396964816","doi":"10.1007/s42650-024-00082-4","title":"Son Preference and Child Mortality as Predictors of Parity Progression in India: Evidence from NFHS-5","year":2024,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Parity (physics); Child mortality; Demography; Preference; Socioeconomics; Population; Demographic economics; Geography; Sociology; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001203642,0.0002366265,0.0002822221,0.001316779,0.001376774,0.0008533372,0.0009686513,0.0003919202,0.002329965],"category_scores_gemma":[0.004059588,0.0002665938,0.0007350788,0.003578726,0.0007333314,0.0003785679,0.0005490251,0.0009631867,0.0001895892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002121493,"about_ca_system_score_gemma":0.004760459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8336525,"about_ca_topic_score_gemma":0.8748031,"domain_scores_codex":[0.9993242,0.0001782417,0.00005678814,0.0000733956,0.0001387301,0.0002285569],"domain_scores_gemma":[0.9968607,0.000717459,0.0008314328,0.0002114786,0.0007673969,0.0006113976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005225482,0.00002290446,0.9975696,0.00001778949,0.00004174947,0.0000336441,0.0004336986,0.00002056368,0.00002071162,0.00005847007,0.000168051,0.001560489],"study_design_scores_gemma":[0.000002457408,0.0000200792,0.9984214,0.00002264333,0.00004216014,0.000032846,0.001083676,0.00004870308,0.0000198087,0.00001774103,0.0002832827,0.000005178914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946272,0.001066901,0.00004859844,0.000267229,0.00001062223,0.00001189982,0.00186095,0.000003393334,0.00210321],"genre_scores_gemma":[0.9978169,0.0008137274,0.00007871707,0.00005341315,0.000006783632,0.000007783951,0.0007987026,0.000002711731,0.0004213435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8336525,"threshold_uncertainty_score":0.3346543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1228961564507196,"score_gpt":0.3968971599501073,"score_spread":0.2740010034993877,"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."}}