{"id":"W4387815247","doi":"10.1080/09581596.2023.2268822","title":"‘I will play this tokenistic game, I just want something useful for my community’: experiences of and resistance to harms of peer research","year":2023,"lang":"en","type":"article","venue":"Critical Public Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Access Alliance Multicultural Health and Community Services; University of Windsor; Public Health Ontario; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reflexivity; Resistance (ecology); Qualitative research; Participatory action research; Oppression; Sociology; Public relations; Interview; Photo elicitation; Peer review; Social psychology; Psychology; Politics; Political science; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"category_scores_codex":[0.01892,0.000151106,0.0005374589,0.0004614925,0.002079766,0.00002229032,0.000396207,0.0001613573,0.0002500288],"category_scores_gemma":[0.008749864,0.0001315574,0.00004791157,0.000969622,0.0005600635,0.0002661678,0.0003620163,0.00109924,0.00003723023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003047392,"about_ca_system_score_gemma":0.001586583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009329789,"about_ca_topic_score_gemma":0.0003558239,"domain_scores_codex":[0.9926378,0.002995742,0.001322933,0.000333693,0.0011124,0.001597494],"domain_scores_gemma":[0.9860275,0.01078135,0.000158475,0.0005013508,0.001309203,0.00122214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003426177,0.0005779719,0.004559312,0.03683368,0.00001662116,0.000002456763,0.6938885,6.86783e-7,0.00009838332,0.1480361,0.1127357,0.002907943],"study_design_scores_gemma":[0.001521903,0.002718949,0.003609031,0.003634462,0.000008701269,6.327061e-7,0.6959994,0.0003577356,0.0001398139,0.01428369,0.2774328,0.0002929007],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9002192,0.0004302958,0.001576818,0.09037743,0.0009606033,0.002956069,0.0004795841,0.00008565895,0.002914327],"genre_scores_gemma":[0.9896058,0.0001215129,0.002212709,0.005338332,0.0001242566,0.0009065569,0.0001362052,0.00002626196,0.001528302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.164697,"threshold_uncertainty_score":0.9995999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7287949573596706,"score_gpt":0.604283235768046,"score_spread":0.1245117215916246,"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."}}