{"id":"W1525990111","doi":"","title":"Bi-National Same-Sex Unmarried Partners in Census 2000: A demographic portrait","year":2005,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Census; Portrait; Legislature; Immigration; Family reunification; Demographic economics; Political science; Immigration policy; Order (exchange); Demography; Geography; Gender studies; Economic growth; Sociology; Law; Population; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005725164,0.0002355856,0.0002263259,0.0003709321,0.0002699364,0.00102025,0.0004345659,0.0002374013,0.001467322],"category_scores_gemma":[0.0005185844,0.000240176,0.0001562734,0.00144845,0.0002636656,0.003242278,0.00006492438,0.0004298722,0.0007022664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001486149,"about_ca_system_score_gemma":0.0007432904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003749314,"about_ca_topic_score_gemma":0.00132879,"domain_scores_codex":[0.9974582,0.0001828705,0.0005150368,0.0004107053,0.0008323921,0.0006007474],"domain_scores_gemma":[0.9990115,0.0001697196,0.000136296,0.0001799668,0.00007509563,0.0004274505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001442619,0.0007015778,0.7083284,0.00002622139,0.00006373478,0.00004964868,0.003044517,0.0004433146,0.0000373503,0.2306693,0.02487396,0.03161777],"study_design_scores_gemma":[0.0005237585,0.00001815799,0.01206343,0.00002588539,0.000005452988,0.000002025958,0.0005723684,0.0006094966,0.0000230575,0.01120009,0.9745854,0.0003708588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7472485,0.0002375363,0.00004649648,0.01019795,0.0001323479,0.000449278,0.002847976,0.000507108,0.2383329],"genre_scores_gemma":[0.9861529,0.00007397345,0.0007374256,0.002654187,0.0003181581,0.00002509125,0.0008210028,0.00004290567,0.009174283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9497114,"threshold_uncertainty_score":0.9994455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062793696602006,"score_gpt":0.2729416438500334,"score_spread":0.2523137068840134,"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."}}