{"id":"W7151936185","doi":"10.7202/1124430ar","title":"Playing with Perceptions: Reducing Mental Health Stigma through Proxy Experiences in Video Games","year":2025,"lang":"en","type":"article","venue":"Loading","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Narrative; Autonomy; Stigma (botany); Proxy (statistics); Dissemination; Video game; Social media","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001931292,0.00009562864,0.0001274766,0.0001202641,0.0002488641,0.00004082406,0.0001073969,0.00004002315,0.0003484541],"category_scores_gemma":[0.00002601024,0.0000858487,0.00002141891,0.0003571416,0.0000643176,0.000165503,0.00001598829,0.0001238025,0.00002782425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719675,"about_ca_system_score_gemma":0.0001053293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008501618,"about_ca_topic_score_gemma":0.00006652509,"domain_scores_codex":[0.9990344,0.00007155578,0.0002404851,0.0003187231,0.0001007125,0.0002341238],"domain_scores_gemma":[0.9996028,0.00006199048,0.0001093407,0.0001754344,0.00002033285,0.00003007814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007485936,0.00028251,0.1907964,0.00006720032,0.00004252412,0.000001894985,0.7409642,0.00006447147,0.001417793,0.03626132,0.007719331,0.02230751],"study_design_scores_gemma":[0.0007014119,0.0001253321,0.4177415,0.0009466307,0.000007444111,0.00002033225,0.569369,0.0002894353,0.0002597743,0.0006742244,0.009618907,0.0002460101],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764941,0.001367074,0.0009828543,0.005408055,0.0005764798,0.0003346314,0.000002219627,0.00004607527,0.01478856],"genre_scores_gemma":[0.9932013,0.00005081914,0.003339844,0.0007095241,0.00007247893,0.0003165157,0.00001798135,0.000008630473,0.002282871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2269452,"threshold_uncertainty_score":0.3815328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029750979055802,"score_gpt":0.3684741600668602,"score_spread":0.3387231810110582,"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."}}