{"id":"W2392284092","doi":"10.1177/1468794115619002","title":"Queer de-participation: reframing the co-production of scholarly knowledge","year":2015,"lang":"en","type":"article","venue":"Qualitative Research","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Cognitive reframing; Queer; Participatory action research; Sociology; Context (archaeology); Power (physics); Narrative; Citizen journalism; Politics; Action research; Gender studies; Knowledge production; Unpacking; Feminism; Public relations; Political science; Pedagogy; Law; Social psychology; Psychology","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","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.2390205,0.00009455859,0.000204459,0.0002709305,0.00130603,0.000284268,0.0005630936,0.0001595172,0.0001010183],"category_scores_gemma":[0.1290269,0.00006953446,0.00006956432,0.0018092,0.005356801,0.0009276061,0.000108627,0.001327611,0.0001946784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005863748,"about_ca_system_score_gemma":0.002681965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004380011,"about_ca_topic_score_gemma":0.0009650397,"domain_scores_codex":[0.9169154,0.07866738,0.000411626,0.0003298783,0.002832869,0.0008428629],"domain_scores_gemma":[0.9759625,0.01610557,0.0001146906,0.0003740418,0.00703438,0.0004088279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005148869,0.00006928646,0.0002667296,0.00003165665,0.00002235315,7.501761e-7,0.6275839,0.000002877321,0.0008161676,0.3571925,0.008055472,0.005906782],"study_design_scores_gemma":[0.0001733031,0.0002158546,0.0005098811,0.00005360665,0.000004097148,2.36942e-7,0.6803944,0.00003422867,0.002515116,0.1950406,0.1209698,0.00008897176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5455164,0.00432403,0.01614055,0.1149366,0.0006084171,0.001636877,0.00002536829,0.0001025062,0.3167092],"genre_scores_gemma":[0.9753222,0.0002674999,0.008046476,0.00004958747,0.0005517466,0.000145272,0.000004105528,0.00001964055,0.01559348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4298058,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8154885795801954,"score_gpt":0.7488891148639437,"score_spread":0.06659946471625167,"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."}}