{"id":"W3156574052","doi":"10.24908/iqurcp.11615","title":"Filling the blanks: How Chinese students’ Study Experiences at Queen’s University gave them more Complete Knowledge about their Country and Changed their View on Contemporary China.","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Queen (butterfly); China; Construct (python library); Narrative; Sociology; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.002875375,0.0004027518,0.0004390691,0.0001780329,0.003773309,0.001159963,0.001572317,0.0001588494,0.00007798929],"category_scores_gemma":[0.0007134919,0.0002428543,0.0000816742,0.0009403632,0.004336236,0.000715219,0.0007162915,0.0006209217,0.0000498477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005078954,"about_ca_system_score_gemma":0.0004977772,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007378521,"about_ca_topic_score_gemma":0.002192827,"domain_scores_codex":[0.9959268,0.0007390076,0.0002751029,0.0008083661,0.001382001,0.0008687256],"domain_scores_gemma":[0.9963849,0.0004798814,0.0002165239,0.0002975746,0.002195456,0.0004257136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001743833,0.000353275,0.01786551,0.00004254858,0.0001026682,0.000005009123,0.9629891,5.847032e-8,0.00009922293,0.007659876,0.01022857,0.0004797783],"study_design_scores_gemma":[0.0007708832,0.0003903661,0.03053129,0.0002398918,0.00001225166,0.000003166488,0.8736913,0.0001087853,0.00007585336,0.001033249,0.0927925,0.0003505309],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9453962,0.0001903076,0.000006035659,0.04212104,0.0003938719,0.001869879,0.00003598924,0.0001382998,0.0098483],"genre_scores_gemma":[0.9941213,0.001567945,0.00001273033,0.0002497752,0.0005689181,0.0001198949,0.00001682635,0.0000220314,0.003320598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08929786,"threshold_uncertainty_score":0.9998769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1790581570984005,"score_gpt":0.4117676725485459,"score_spread":0.2327095154501454,"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."}}