{"id":"W2940790765","doi":"","title":"Recruiting participants in social science research in China: Strategies, challenges and ethical considerations","year":2018,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina; Western University","funders":"","keywords":"Engineering ethics; China; Research ethics; Political science; Sociology; Environmental ethics; Management science; Engineering; Law; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007529766,0.00005519615,0.0001101141,0.00009679935,0.002209449,0.0001418187,0.000385439,0.0001022044,0.00002694402],"category_scores_gemma":[0.002410726,0.00004405326,0.00002933327,0.0005951802,0.002637103,0.0002283892,0.00004312278,0.0004212584,9.505602e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003176067,"about_ca_system_score_gemma":0.01391517,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2992814,"about_ca_topic_score_gemma":0.8108836,"domain_scores_codex":[0.9982735,0.0005638413,0.000220248,0.0001939951,0.0004023914,0.0003460145],"domain_scores_gemma":[0.9978027,0.001009561,0.0001616207,0.0001820396,0.0007628084,0.00008130244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003488002,0.0001018861,0.005756612,0.00001242845,0.000009742179,1.46725e-8,0.7304183,0.000003140887,0.0000577452,0.2585292,0.0006668638,0.004440485],"study_design_scores_gemma":[0.0001398605,0.00006221205,0.3323012,0.00004854577,0.00001109535,1.168172e-7,0.649696,0.00005382157,0.00001806461,0.01572104,0.001895916,0.0000521468],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9285485,0.0001766649,8.601257e-7,0.06032132,0.0003562194,0.0008994461,0.000002903087,0.000002967768,0.009691175],"genre_scores_gemma":[0.9993031,0.00007707877,0.0001085605,0.00008170751,0.0001598932,0.00009168572,3.774391e-7,0.000004195616,0.0001733941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5116022,"threshold_uncertainty_score":0.9990895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3729596873762592,"score_gpt":0.5123050267910007,"score_spread":0.1393453394147414,"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."}}