{"id":"W4414796216","doi":"10.54503/2953-805x-2025.7-48","title":"Նոր միգրանտների սոցիալ-մշակութային կյանքը Սփյուռքում. հայաստանցի հարազատների դիտանկյունը","year":2025,"lang":"en","type":"article","venue":"Հնագիտության եւ ազգագրության ինստիտուտի աշխատություններ","topic":"History and Cultural Heritage","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Human settlement; Ethnic group; Qualitative research; Balance (ability); Subject (documents); Object (grammar)","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003638352,0.001660881,0.001928427,0.001100055,0.005293527,0.0009012191,0.003545512,0.001637075,0.006175309],"category_scores_gemma":[0.001788792,0.001690761,0.001324782,0.004348163,0.002474618,0.002065803,0.0007049074,0.002090245,0.004440722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002052394,"about_ca_system_score_gemma":0.002118151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004631906,"about_ca_topic_score_gemma":0.007434989,"domain_scores_codex":[0.9871181,0.001692162,0.002224679,0.002695534,0.002536397,0.003733078],"domain_scores_gemma":[0.9932688,0.0009688393,0.000751644,0.002452873,0.001070911,0.00148686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00081693,0.00195004,0.01556677,0.0005873057,0.0009774382,0.0007972322,0.05087948,0.00008503208,0.01035691,0.3990975,0.4712971,0.04758825],"study_design_scores_gemma":[0.002272819,0.000222215,0.004465863,0.0004226867,0.0002865942,0.00002635582,0.01080908,0.00006810686,0.001341187,0.00685075,0.9712226,0.002011784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1533369,0.006423021,0.001236726,0.01601627,0.01005465,0.003306898,0.0002331668,0.003387641,0.8060048],"genre_scores_gemma":[0.7074829,0.0007912734,0.001354411,0.005784491,0.002156975,0.0005148927,0.0001712863,0.0002143961,0.2815294],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.554146,"threshold_uncertainty_score":0.999659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115786254191522,"score_gpt":0.3447499647501822,"score_spread":0.3331713393310299,"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."}}