{"id":"W2080385200","doi":"10.1177/1077800407308915","title":"Research Ethics Boards as Spaces of Marginalization","year":2007,"lang":"en","type":"article","venue":"Qualitative Inquiry","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Qualitative research; Sociology; Research ethics; Context (archaeology); Affect (linguistics); Focus (optics); Engineering ethics; Public relations; Epistemology; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2361486,0.0001326053,0.0002944831,0.0005354743,0.001092289,0.00008971117,0.0004463623,0.0004513633,0.0004354804],"category_scores_gemma":[0.06167743,0.0001263271,0.0001018112,0.001990802,0.009546692,0.0003664058,0.0001126398,0.001606264,0.0001310445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002721417,"about_ca_system_score_gemma":0.001504991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00781518,"about_ca_topic_score_gemma":0.001856381,"domain_scores_codex":[0.9516169,0.04210328,0.0006602673,0.0004268617,0.004168108,0.00102459],"domain_scores_gemma":[0.9467723,0.04842347,0.0002214369,0.0002783993,0.003989844,0.0003145458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006578379,0.00004421042,0.00008869898,0.00006618986,0.00001748128,0.000003822453,0.4931439,0.000001073599,0.000438874,0.5031564,0.001053184,0.001920447],"study_design_scores_gemma":[0.0001368004,0.0002137573,0.0003494054,0.00008572032,0.000003460915,1.954277e-7,0.6503381,0.000002704691,0.001601789,0.2872916,0.05986645,0.0001100457],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3986045,0.001628098,0.2482567,0.04388494,0.001016386,0.00107694,0.00003106351,0.0001407135,0.3053607],"genre_scores_gemma":[0.9609638,0.0009602517,0.02952333,0.000440227,0.0007435039,0.00002614173,0.00001380596,0.00003537449,0.007293581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5623593,"threshold_uncertainty_score":0.9987919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7327990218798582,"score_gpt":0.7373364893646432,"score_spread":0.004537467484785007,"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."}}