{"id":"W4404759660","doi":"10.32674/eddpxq53","title":"Special Issue Editorial","year":2024,"lang":"en","type":"article","venue":"Journal of Underrepresented & Minority Progress","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Engineering ethics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006627581,0.001944402,0.00191588,0.003166032,0.004431699,0.0112059,0.002770701,0.00782512,0.09378251],"category_scores_gemma":[0.04534961,0.0007160634,0.002014075,0.001198312,0.0021464,0.004877662,0.003018243,0.009719705,0.04833142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564908,"about_ca_system_score_gemma":0.00464526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006339258,"about_ca_topic_score_gemma":0.001388548,"domain_scores_codex":[0.9918789,0.00116934,0.0008706647,0.001221717,0.004160543,0.0006989112],"domain_scores_gemma":[0.9597772,0.009025235,0.002666206,0.002015214,0.02037987,0.006136355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000160335,0.00001060091,0.000049152,0.0001252792,0.000004653225,0.0001178372,0.00003667494,0.00001408294,0.00007505456,0.0006076805,0.9917528,0.007190085],"study_design_scores_gemma":[0.00001376366,0.00002722768,0.0001510031,0.0002950973,0.000009176395,0.0002951249,0.0001027379,0.00006205209,0.0001360661,0.001023155,0.9978727,0.00001183667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008634648,0.001148385,0.0001852072,0.02115201,0.9718721,0.00003337205,0.00008400685,0.0001012891,0.00533726],"genre_scores_gemma":[0.001154048,0.00181269,0.0002620617,0.01619427,0.9549718,0.0000554852,0.0001452265,0.0001697682,0.02523461],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09378251,"threshold_uncertainty_score":0.3137338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03147148182632213,"score_gpt":0.3977589067202711,"score_spread":0.366287424893949,"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."}}