{"id":"W2979033671","doi":"10.3968/11250","title":"Study on the Psychological Depression of International Students in China: Taking X University in Ningxia as an Example","year":2019,"lang":"en","type":"article","venue":"Canadian social science","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Mental health; Depression (economics); Psychology; Intervention (counseling); Political science; Psychiatry; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000508289,0.0004682727,0.0003779603,0.00126746,0.002612644,0.0005630677,0.0003434571,0.0005914335,0.001075854],"category_scores_gemma":[0.0004158845,0.000273317,0.0004268825,0.001375874,0.0005148999,0.0005301004,0.0008615757,0.0006371581,0.0001069721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001140694,"about_ca_system_score_gemma":0.001437709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03865415,"about_ca_topic_score_gemma":0.06860317,"domain_scores_codex":[0.9997554,0.00004514337,0.00001939536,0.00003421198,0.00005168836,0.0000940829],"domain_scores_gemma":[0.9996442,0.00002821298,0.00003878712,0.00001403023,0.00004985459,0.0002250585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117941,0.001147808,0.9378455,0.0001440945,0.00005954773,0.0016352,0.0369851,0.0001070631,0.003577723,0.0003728738,0.0007163591,0.01729066],"study_design_scores_gemma":[0.0000112603,0.0002954363,0.975632,0.00001369906,0.00002219281,0.0002517161,0.0227716,0.00009076032,0.0001795067,0.00002768543,0.0006919813,0.00001216676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994131,0.00006514533,0.00002655971,0.00008249786,0.000005080033,0.00001832697,0.00002040859,4.289523e-7,0.0003683443],"genre_scores_gemma":[0.9986995,0.000235667,0.00009661382,0.0001001303,0.00001297684,0.00002931132,0.00006595808,5.302368e-7,0.0007591667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03865415,"threshold_uncertainty_score":0.07685834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09691434876294909,"score_gpt":0.4106890622123212,"score_spread":0.3137747134493721,"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."}}