{"id":"W2599091337","doi":"10.3138/jcfs.38.1.55","title":"Informal Unions in Mexico and the United States","year":2007,"lang":"en","type":"article","venue":"Journal of Comparative Family Studies","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohabitation; Latin Americans; Mainstream; Political science; Sociology; Demographic economics; Gender studies; Economics; Law","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":[0.003027495,0.00007358047,0.0002649162,0.0002469727,0.0004988501,0.00003520716,0.0001213034,0.00003351486,8.819177e-7],"category_scores_gemma":[0.0002052745,0.00004126563,0.00004682218,0.0005483641,0.001089537,0.0001832998,0.00003981033,0.0002824647,0.000001251234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005592963,"about_ca_system_score_gemma":0.00006789275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002655834,"about_ca_topic_score_gemma":0.0034289,"domain_scores_codex":[0.9988604,0.0002508452,0.0004140471,0.00004291383,0.0002624625,0.000169382],"domain_scores_gemma":[0.9974416,0.001807989,0.0002505303,0.00004056043,0.0004083691,0.00005092608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003436954,0.00006918139,0.1435098,0.000006573243,0.0003397272,0.00001430798,0.4472242,0.005320288,0.000007351067,0.3993821,0.003454016,0.0003287449],"study_design_scores_gemma":[0.001244072,0.00006360213,0.4681678,0.00005391093,0.00002375016,0.000002360125,0.4864027,0.0006830639,0.000002166615,0.01130934,0.03197512,0.00007208568],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816072,0.004594246,0.0005031885,0.002710089,0.0002727913,0.0001146802,0.000001474204,0.000004365329,0.01019198],"genre_scores_gemma":[0.9941912,0.004918533,0.000222284,0.000410469,0.00006333807,0.000001042824,7.58269e-7,0.000001998574,0.0001903903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3880728,"threshold_uncertainty_score":0.4014445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1021626847485456,"score_gpt":0.397929317573481,"score_spread":0.2957666328249354,"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."}}