{"id":"W2134309544","doi":"10.1177/160940690400300405","title":"Students' Involvement in Faculty Research: Ethical and Methodological Issues","year":2004,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan","funders":"","keywords":"Ethical issues; Qualitative research; Psychology; Agency (philosophy); Research ethics; Medical education; Fiduciary; Pedagogy; Engineering ethics; Sociology; Political science; Medicine; Social science; Duty","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium","status":"direct model label, unvalidated"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.0880597,0.00007464216,0.0002109506,0.0003271964,0.0001631682,0.0001548183,0.0005128782,0.0001157505,0.0001933763],"category_scores_gemma":[0.0156015,0.00005995366,0.00006343883,0.0002613545,0.0004555967,0.0002728339,0.0001249752,0.001055628,0.000006485629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004762038,"about_ca_system_score_gemma":0.0002601438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0016803,"about_ca_topic_score_gemma":0.0002286975,"domain_scores_codex":[0.9711598,0.02605646,0.0005909514,0.0001624564,0.001816295,0.0002140851],"domain_scores_gemma":[0.9922386,0.006211538,0.0002435459,0.000055729,0.001111024,0.0001395161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001088535,0.0003551673,0.001509172,0.000004762854,0.0001368211,0.00004738625,0.637448,0.000045052,0.0003617386,0.3401379,0.001434392,0.01841077],"study_design_scores_gemma":[0.0008714607,0.000199384,0.01295997,0.00008461827,0.000008065205,0.000006610417,0.3543458,8.866899e-7,0.0003626354,0.3352898,0.2957779,0.0000928632],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5338987,0.0008873463,0.1176115,0.3417394,0.00192432,0.0002758048,0.000007878385,0.0000134935,0.003641577],"genre_scores_gemma":[0.3452191,0.001206072,0.6513574,0.001210872,0.0004419103,0.00001275289,0.000001918017,0.000006482835,0.0005435135],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5337459,"threshold_uncertainty_score":0.9926905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9351790852066618,"score_gpt":0.7984055015091485,"score_spread":0.1367735836975134,"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."}}