{"id":"W4413863405","doi":"10.1007/978-3-032-01628-7_12","title":"Uses of Email Applications by People with Blindness and Low Vision","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Algonquin College","funders":"","keywords":"Blindness; Low vision; Internet privacy; Computer science; Psychology; Optometry; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001675372,0.0001556342,0.0002946209,0.00006893506,0.0001592627,0.0001382431,0.0002578901,0.0001690726,0.0004639954],"category_scores_gemma":[0.00004325194,0.0001240014,0.00005920837,0.00008083606,0.0009571963,0.0003161956,0.0001061306,0.00008357973,0.00001118806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004914338,"about_ca_system_score_gemma":0.0002465468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001505319,"about_ca_topic_score_gemma":0.01857157,"domain_scores_codex":[0.9989159,0.00001289704,0.000243645,0.0003327133,0.0003612665,0.0001335396],"domain_scores_gemma":[0.9990613,0.0002695674,0.0001265158,0.0002823516,0.0001871941,0.00007311353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001481414,0.0001230135,0.001724457,0.0003476456,0.0000339238,8.530482e-8,0.001255138,2.201977e-7,0.000001909342,0.9767196,0.005564412,0.01421483],"study_design_scores_gemma":[0.0003417838,0.0002198243,0.0003981798,0.0006063749,0.0001285116,4.214963e-7,0.006996081,0.000004589815,0.00008152022,0.3488565,0.6417052,0.0006610185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002502385,0.0002428885,0.0001873681,0.0003616742,0.00002818455,0.0006410086,0.0002031085,0.00006642126,0.9957669],"genre_scores_gemma":[0.1046253,0.0001410485,0.000119299,0.00004699287,0.00003086138,0.00004849523,0.00005240773,0.00001420105,0.8949214],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6361408,"threshold_uncertainty_score":0.999337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009697572905263952,"score_gpt":0.2858189297656039,"score_spread":0.27612135686034,"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."}}