{"id":"W4287444275","doi":"","title":"Demographic Evolution of Pakistanis in America","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003010138,0.00025802,0.0001628323,0.001745584,0.00220338,0.00138896,0.0003562784,0.0004316608,0.007385193],"category_scores_gemma":[0.001105892,0.0001687351,0.0001685359,0.002772653,0.0006409721,0.0012538,0.001076082,0.00085954,0.0007830074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685118,"about_ca_system_score_gemma":0.001513387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1051228,"about_ca_topic_score_gemma":0.09061087,"domain_scores_codex":[0.9997273,0.00002601247,0.00001780211,0.00003862471,0.0000585619,0.0001317658],"domain_scores_gemma":[0.9993554,0.00003968323,0.0001821191,0.00001492863,0.0001692524,0.0002385647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006765717,0.00009293079,0.9343166,0.000107502,0.00003530702,0.0006279757,0.01622413,0.00008113163,0.0003308436,0.003824435,0.00924751,0.03504404],"study_design_scores_gemma":[0.0000037878,0.00003862406,0.9617745,0.000060318,0.000006727935,0.0003890497,0.01057274,0.00008173363,0.00005221313,0.0002759465,0.02673147,0.00001285743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571152,0.00293847,0.0001144469,0.004692439,0.0001484549,0.00005964017,0.004734764,0.00002386932,0.03017263],"genre_scores_gemma":[0.9919699,0.003477028,0.00009204893,0.0007272471,0.00007147418,0.00003301141,0.001288319,0.000005839628,0.002335258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051228,"threshold_uncertainty_score":0.2090219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1872492651693789,"score_gpt":0.5572896079618311,"score_spread":0.3700403427924522,"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."}}