{"id":"W3206144156","doi":"10.21638/spbu16.2021.303","title":"Psychological predicates for the development of neurotic symptomatics in migrant students","year":2021,"lang":"en","type":"article","venue":"Vestnik of Saint Petersburg University Psychology","topic":"Human Health and Disease","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Neuroticism; Alexithymia; Anxiety; Affect (linguistics); Developmental psychology; Clinical psychology; Test (biology); Situational ethics; Scale (ratio); Stress (linguistics); Personality; Social psychology; Psychiatry","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":[0.0002138812,0.0001620206,0.0001563624,0.0006456486,0.0007027659,0.000443382,0.0001123927,0.0002692303,0.001635214],"category_scores_gemma":[0.001140265,0.0001610561,0.0002054752,0.0002488291,0.0004386862,0.0001442362,0.0005017187,0.0005203387,0.0001290599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430537,"about_ca_system_score_gemma":0.0004641064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002275421,"about_ca_topic_score_gemma":0.003314306,"domain_scores_codex":[0.999886,0.00003211617,0.00001055215,0.0000144458,0.00002260304,0.00003416408],"domain_scores_gemma":[0.9993247,0.00006125952,0.0002941725,0.00002352443,0.00005758736,0.0002389139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001454682,0.000200527,0.9899334,0.00001463763,0.00001206608,0.0007844235,0.002700611,0.00002092117,0.002007057,0.00006940067,0.000115457,0.003995879],"study_design_scores_gemma":[0.000002725307,0.0001222265,0.9971379,0.000004071696,0.000004040303,0.000431348,0.002093195,0.00002173445,0.00007477068,0.00001849111,0.00008741361,0.000002128213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996567,0.000036488,0.000008233736,0.00002178566,0.000002049255,0.000003073786,0.000008314608,0.000001107719,0.0002622863],"genre_scores_gemma":[0.9998392,0.00002694222,0.00001469813,0.000006812905,0.000001521085,0.00000263323,0.00001151198,2.329361e-7,0.00009640838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002275421,"threshold_uncertainty_score":0.005470395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05014475826864394,"score_gpt":0.3611455219265413,"score_spread":0.3110007636578974,"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."}}