{"id":"W7132867424","doi":"","title":"\"Better than 1,000 Pieces of Gold\": A Case Study of Inland Chinese Parents and Children Making Decisions Together to Study Abroad","year":2022,"lang":"","type":"article","venue":"Lehigh Preserve","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lehigh University","keywords":"Study abroad; Qualitative research; Focus group; Longitudinal study; Ethnography; Dialectic; Social connectedness; Chinese culture; Cultural diversity","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"],"consensus_categories":[],"category_scores_codex":[0.001547096,0.0003479205,0.0006425235,0.0003059372,0.0009087024,0.0001118375,0.001190148,0.00007992364,0.0007169633],"category_scores_gemma":[0.0002218681,0.0003018136,0.0001509294,0.000685133,0.0001001608,0.0002611006,0.002564676,0.000344145,0.000005022895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007787529,"about_ca_system_score_gemma":0.00003897093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.069511,"about_ca_topic_score_gemma":0.03988105,"domain_scores_codex":[0.9948296,0.001294676,0.0008871705,0.0007094429,0.001844159,0.0004349299],"domain_scores_gemma":[0.9981476,0.0005023422,0.0004952601,0.0004770835,0.0002274907,0.0001501888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002294191,0.003146431,0.6101233,0.000007011311,0.000517005,0.0001623024,0.3843976,0.0001900878,0.000004455227,0.000008648351,0.0001225647,0.001091221],"study_design_scores_gemma":[0.002254679,0.002322041,0.5838929,0.00003858373,0.0001427992,0.00002038358,0.4107022,0.00003207495,0.00000424218,0.0002224398,0.0001163277,0.0002513709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994377,0.0008906965,0.00000272319,0.0004653984,0.0005775674,0.002651269,0.0002288732,0.00001720658,0.0007892763],"genre_scores_gemma":[0.9990132,0.00007805687,0.00003151539,0.00005904198,0.0002982924,0.0001561082,0.00000579921,0.00003119429,0.0003267895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02962996,"threshold_uncertainty_score":0.9999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0401613670513478,"score_gpt":0.3722679479653815,"score_spread":0.3321065809140337,"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."}}