{"id":"W7064527756","doi":"","title":"Beyond Acculturation and Resilience: International Students Navigating Shame and Self-Concept","year":2023,"lang":"en","type":"article","venue":"Scholars Crossing (Liberty University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acculturation; Shame; Study abroad; Sociocultural evolution; International education; Psychological resilience; Cultural diversity; Sample (material); Higher education","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":[0.0001814732,0.00009145861,0.00007893262,0.0001044986,0.0007465869,0.0009986368,0.0002208857,0.00003300187,0.001539668],"category_scores_gemma":[0.00001750207,0.00009390658,0.00002310781,0.0003734396,0.0001552365,0.0003090909,0.0004254328,0.0002400899,0.00001395426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001704626,"about_ca_system_score_gemma":0.00005606383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001560865,"about_ca_topic_score_gemma":0.00001516536,"domain_scores_codex":[0.9991047,0.00004472445,0.00009849521,0.0002653893,0.0003031161,0.0001835901],"domain_scores_gemma":[0.9996062,0.00005379772,0.00005595576,0.00009858491,0.00009269956,0.0000927799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003756528,0.0001440726,0.5046656,0.00001967727,0.0001241025,0.00004910692,0.01058101,0.00003171268,0.01587183,0.004689179,0.002108222,0.4616779],"study_design_scores_gemma":[0.003333984,0.00009578579,0.8172905,0.0001792448,0.00005328167,0.00000382119,0.01347776,0.004141944,0.001893752,0.0008550372,0.1581526,0.0005223499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784973,0.0000115799,0.00005280248,0.0006468928,0.0000863119,0.0001362734,0.00001425049,0.00006289207,0.02049171],"genre_scores_gemma":[0.9778355,0.00001234699,0.0005067482,0.00003326458,0.00005743669,9.074586e-7,0.00004126526,0.000006382319,0.02150616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4611556,"threshold_uncertainty_score":0.9993731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008661852154383145,"score_gpt":0.2797271101084949,"score_spread":0.2710652579541117,"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."}}