{"id":"W4405343698","doi":"10.1515/9780295745428","title":"Marrying for a Future","year":2019,"lang":"en","type":"book","venue":"University of Washington Press eBooks","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.0004454272,0.0001599784,0.0002991199,0.0001435118,0.0004310109,0.00006219533,0.0006928957,0.0004247011,0.00009734807],"category_scores_gemma":[0.00003247039,0.0002181616,0.0002662726,0.00001603429,0.0002817166,0.0002460623,0.00006756387,0.0002098468,0.000009067759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323609,"about_ca_system_score_gemma":0.001021808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003794984,"about_ca_topic_score_gemma":0.0127262,"domain_scores_codex":[0.9987028,0.00007430153,0.0001556694,0.0003073711,0.000542154,0.0002177647],"domain_scores_gemma":[0.9987525,0.0001909745,0.0003214408,0.0002245057,0.0004256222,0.00008501091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006618345,0.00002151274,0.00003252762,0.0002839269,0.0001317071,0.000003422683,0.03463645,0.00001816419,0.0000109082,0.8853983,0.07760159,0.001795302],"study_design_scores_gemma":[0.0003640444,0.00002004421,0.00005280749,0.0001017118,0.0001282259,1.127408e-7,0.002871297,0.00001068718,0.00001659988,0.005936233,0.9902834,0.0002148663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006134641,0.00010922,0.0006770521,0.0002112995,0.000677675,0.0008791648,0.0003027374,0.00008412,0.9964452],"genre_scores_gemma":[0.001688444,0.00007947133,0.0007852589,0.00003569301,0.0004060957,5.687108e-7,0.0001308892,0.00002211423,0.9968514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9126818,"threshold_uncertainty_score":0.8896372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179921701128034,"score_gpt":0.2555682534036834,"score_spread":0.2237690363924031,"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."}}