{"id":"W4410572215","doi":"10.1002/dvr2.70026","title":"Dialogical Consent Practices in Research With 2S‐LGBTQ+ Youth","year":2025,"lang":"en","type":"article","venue":"Diversity & Inclusion Research","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrie Urology Group; University of Toronto; Toronto Metropolitan University; Lakehead University","funders":"","keywords":"Dialogical self; Sociology; Gender studies; Lesbian; Psychology; Social psychology","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":["sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01084305,0.0001653062,0.0002969778,0.001889406,0.00505429,0.0001321876,0.00129322,0.0003516332,0.001364344],"category_scores_gemma":[0.003051479,0.0001411148,0.0000658083,0.002773823,0.001111893,0.0002046145,0.01372903,0.002525411,0.001105271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006503661,"about_ca_system_score_gemma":0.0009847509,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1684656,"about_ca_topic_score_gemma":0.01870435,"domain_scores_codex":[0.9908203,0.004631198,0.0003084848,0.0008016062,0.00210311,0.001335263],"domain_scores_gemma":[0.9936699,0.004245695,0.0001113232,0.0007626792,0.0008982522,0.0003121139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002307037,0.001404799,0.8488286,0.0003767161,0.00006436696,0.0006803934,0.02837257,0.000002380764,0.00006029707,0.0256308,0.08925521,0.003016812],"study_design_scores_gemma":[0.004884259,0.001189259,0.9009881,0.000215318,0.00005602455,0.00001352554,0.03183977,0.00002886899,0.00002903267,0.01447425,0.04586979,0.0004117892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7187101,0.0004609815,0.000008179776,0.0174681,0.000347036,0.0006526952,0.00003287023,0.00004298311,0.2622771],"genre_scores_gemma":[0.9744188,0.000702144,0.00004519792,0.0004461545,0.0001918053,0.00002541627,0.00002443572,0.00001183646,0.02413421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2557087,"threshold_uncertainty_score":0.9997758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6375048814858872,"score_gpt":0.5994795641208963,"score_spread":0.03802531736499093,"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."}}