{"id":"W6959534252","doi":"10.11575/prism/49009","title":"Chinese Student Newcomers’ Transition to a Canadian Postsecondary EAP Program: Pre- and Post-Departure Comparison","year":2021,"lang":"en","type":"other","venue":"Open MIND","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biculturalism; Acculturation; Normative; Transculturation; Transition (genetics); Neuroscience of multilingualism; Language proficiency; Cultural diversity; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001234487,0.00039387,0.0004801345,0.001812378,0.006874278,0.003123651,0.001302266,0.0007005743,0.003881301],"category_scores_gemma":[0.002503635,0.0002595841,0.0005646836,0.002023491,0.00203432,0.001411056,0.003525566,0.00217648,0.0005660583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01282416,"about_ca_system_score_gemma":0.01940368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7777997,"about_ca_topic_score_gemma":0.8940079,"domain_scores_codex":[0.9986867,0.00007320454,0.00003858252,0.0001340211,0.0003602185,0.0007072485],"domain_scores_gemma":[0.9965154,0.0001242295,0.000268737,0.0000810226,0.00118679,0.001823839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004333929,0.000800283,0.6621907,0.0001000709,0.00004223357,0.001056285,0.2932897,0.00005805411,0.001031033,0.001062498,0.00370571,0.03623001],"study_design_scores_gemma":[0.000007633552,0.0001660996,0.5892246,0.0000465994,0.00001448797,0.0001200092,0.4047289,0.00009618719,0.0001863553,0.00007227436,0.005290102,0.00004677559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977106,0.00007644868,0.0000221789,0.0001671827,0.00001762039,0.00002836335,0.0001319763,0.000002186069,0.001843492],"genre_scores_gemma":[0.9953843,0.0001871096,0.00006628165,0.0001227326,0.00000794731,0.00004127439,0.0003966528,0.000004937163,0.003788776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2222003,"threshold_uncertainty_score":0.4470177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844021480788111,"score_gpt":0.2973689378645187,"score_spread":0.2789287230566376,"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."}}