{"id":"W2602105582","doi":"10.3138/jcfs.40.5.739","title":"Arranged Marriage: Change or Persistence? Illustrative Cases of Nigerians in the USA","year":2009,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arranged Marriage; Persistence (discontinuity); Resistance (ecology); Homeland; Inheritance (genetic algorithm); Immigration; China; Sociology; Mate choice; Selection (genetic algorithm); Bandwagon effect; Criminology; Psychology; Social psychology; Gender studies; Political science; Law; Politics; Mating; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001570845,0.0001270615,0.0005127101,0.0001431847,0.0003999926,0.00003464797,0.0003027662,0.00005027364,0.00003923076],"category_scores_gemma":[0.0008364429,0.00007166863,0.0001143329,0.0005473624,0.0004643915,0.0003716288,0.0000132808,0.0002736076,0.000003603582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007962472,"about_ca_system_score_gemma":0.0001670711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000160491,"about_ca_topic_score_gemma":0.009917584,"domain_scores_codex":[0.9976631,0.0009745863,0.000509352,0.00009636158,0.000555162,0.0002014484],"domain_scores_gemma":[0.997105,0.001722788,0.0004824137,0.00009059702,0.0005490941,0.00005010356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004447569,0.0002634793,0.01557607,0.00001368517,0.000202319,0.0002054192,0.9680304,0.00002725797,0.0002626178,0.006766304,0.006901599,0.001306092],"study_design_scores_gemma":[0.0004573821,0.001041594,0.2493018,0.0001167867,0.00005321636,0.00001367795,0.7416478,0.000004136749,0.00003839965,0.001741876,0.005472403,0.0001109006],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974057,0.004047318,0.00002991162,0.003447469,0.0002800216,0.0003264668,0.000006738164,0.000003462786,0.01780166],"genre_scores_gemma":[0.9973181,0.001203162,0.0001513197,0.0004737438,0.0003609908,0.000007674798,3.377839e-7,0.000002018092,0.0004826007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2337258,"threshold_uncertainty_score":0.5534245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.603731851730048,"score_gpt":0.4763009700409243,"score_spread":0.1274308816891237,"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."}}