{"id":"W4413674047","doi":"10.64628/aam.97qfvnr76","title":"More than just a bad date: Navigating harms on LGBTQ+ dating apps","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Concordia University","funders":"","keywords":"Internet privacy; History; Psychology; Computer science","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":[0.003772545,0.000336272,0.0002863489,0.001412749,0.004687314,0.005996335,0.0006978498,0.002134096,0.01438856],"category_scores_gemma":[0.03292912,0.0003487866,0.0003918862,0.001065411,0.001780659,0.007217038,0.003909626,0.002934406,0.002175683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009016881,"about_ca_system_score_gemma":0.001862035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007649076,"about_ca_topic_score_gemma":0.01370226,"domain_scores_codex":[0.9969388,0.001877999,0.00008376566,0.0001369566,0.0006269042,0.0003355385],"domain_scores_gemma":[0.9856047,0.01002463,0.001579631,0.0007340648,0.001007075,0.001049953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005447156,0.001567681,0.2394815,0.0007127189,0.000121576,0.00152506,0.1975222,0.000381522,0.001512758,0.03320253,0.04603118,0.4773965],"study_design_scores_gemma":[0.000113702,0.001208376,0.281681,0.004142477,0.0006983976,0.005067247,0.4348643,0.003567128,0.002867982,0.06973469,0.1958558,0.0001989281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8388068,0.002272475,0.002892607,0.02314832,0.0003266874,0.0001259012,0.0002357705,0.0001856886,0.1320058],"genre_scores_gemma":[0.977866,0.002036941,0.002240148,0.003754901,0.0001604594,0.00005737414,0.0001183881,0.0001124512,0.01365334],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01438856,"threshold_uncertainty_score":0.04813451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09192810352438781,"score_gpt":0.4313345503663438,"score_spread":0.339406446841956,"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."}}