{"id":"W3201087824","doi":"10.1111/issj.12296","title":"An assessment of the structural relationship between determinants and implications of caste‐based endogamy in Pakistan","year":2021,"lang":"en","type":"article","venue":"International Social Science Journal","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Endogamy; Caste; Exogamy; Socioeconomics; Geography; Demographic economics; Demography; Sociology; Population; Economics; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.001554288,0.00004855287,0.0001014153,0.0001209395,0.001049207,0.0001205774,0.0004623564,0.00005214408,0.00008070746],"category_scores_gemma":[0.0006439353,0.00004042272,0.00004505702,0.0006411124,0.0006913185,0.0004663812,0.00004861755,0.0002191491,1.561197e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002417877,"about_ca_system_score_gemma":0.001321486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002757666,"about_ca_topic_score_gemma":0.001599661,"domain_scores_codex":[0.9983885,0.0002476107,0.0003580925,0.0001234376,0.0007320008,0.0001503819],"domain_scores_gemma":[0.9987346,0.0003352946,0.0003094918,0.00008145848,0.0004577061,0.00008144283],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001431841,0.00001605331,0.9284775,0.000001318362,0.000002363938,9.749501e-7,0.002703023,0.00001684104,0.0007633425,0.06437472,0.000003553639,0.003638828],"study_design_scores_gemma":[0.0001677711,0.00001064098,0.9782224,0.00001395714,0.000006552313,0.00000395442,0.002635737,0.0001973756,0.0002142686,0.01837878,0.0001067188,0.0000418136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882463,0.00001045719,0.0003032077,0.002175438,0.0002493041,0.00006886684,0.00002074703,0.000002650759,0.008922982],"genre_scores_gemma":[0.9990353,0.000002909003,0.0007029889,0.00003256684,0.0001564027,0.000001830622,0.000001815182,0.000002321216,0.0000638837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04974488,"threshold_uncertainty_score":0.8069757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038849106231627,"score_gpt":0.5040604688517759,"score_spread":0.4001755582286132,"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."}}