{"id":"W3157765938","doi":"10.46743/2160-3715/2021.4613","title":"An Analysis of Reflections on Researcher Positionality","year":2021,"lang":"en","type":"article","venue":"The Qualitative Report","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reflexivity; Praxis; Insider; Qualitative research; Scholarship; Sociology; Epistemology; Autoethnography; Process (computing); Engineering ethics; Social science; Computer science; Political science","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05027174,0.00007721828,0.0002723574,0.0001840658,0.0008336061,0.000054473,0.0002245862,0.00008351431,0.0007154942],"category_scores_gemma":[0.01594539,0.00005631572,0.0002287015,0.002746492,0.001855751,0.000140644,0.00003526974,0.0003856852,0.000009997262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001707358,"about_ca_system_score_gemma":0.001025068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006408507,"about_ca_topic_score_gemma":0.004846191,"domain_scores_codex":[0.9672357,0.0302901,0.0004123555,0.0002951533,0.001493232,0.000273416],"domain_scores_gemma":[0.9880913,0.008951071,0.0002046284,0.0005417815,0.0020577,0.0001535355],"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":[0.00004267679,0.0001865264,0.0002153422,0.000006881458,0.0005576271,0.00004045256,0.2776457,0.00005113535,0.001856345,0.7189656,0.0001596239,0.0002720852],"study_design_scores_gemma":[0.00008392383,0.00018551,0.0172977,0.00001899297,0.0001943389,0.000003080731,0.5926453,0.00004742389,0.001697893,0.3789016,0.008793372,0.0001309132],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5650075,0.000179616,0.04304244,0.06923394,0.0001532726,0.0003921693,0.0002202567,0.00007562662,0.3216952],"genre_scores_gemma":[0.9834507,0.00008738357,0.008972283,0.0003168643,0.0001038688,0.00003294641,0.00009668672,0.000009138648,0.006930192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4184431,"threshold_uncertainty_score":0.9923437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7351347061824773,"score_gpt":0.7600452312544379,"score_spread":0.02491052507196057,"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."}}