{"id":"W4296782614","doi":"10.1145/3546721","title":"CheckMyFit","year":2022,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Usability; Hearing aid; Task (project management); Computer science; Audiology; Hearing loss; Human–computer interaction; Field (mathematics); Quality (philosophy); Multimedia; Medicine; Engineering; Mathematics","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":[0.0006246444,0.001367091,0.0006108339,0.001340073,0.0004473153,0.001010006,0.001519472,0.001019296,0.1037229],"category_scores_gemma":[0.005734046,0.0004593668,0.0008675646,0.0006077929,0.0003065945,0.00141571,0.001952316,0.0005191507,0.03079787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743486,"about_ca_system_score_gemma":0.000455184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008706009,"about_ca_topic_score_gemma":0.001975247,"domain_scores_codex":[0.9994805,0.00006780413,0.00004657213,0.0001082608,0.0002419293,0.00005481403],"domain_scores_gemma":[0.9972832,0.001171413,0.000214794,0.0004839922,0.0005436225,0.0003029067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002344026,0.0002648539,0.01060363,0.001905554,0.0001076514,0.0009810891,0.0007522408,0.0003792309,0.02279331,0.001919306,0.1990909,0.7588584],"study_design_scores_gemma":[0.0005139485,0.002652844,0.07673801,0.001094174,0.0003550715,0.01162999,0.0007285327,0.006855176,0.03331761,0.002790668,0.8629433,0.000380547],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2410082,0.01170401,0.2447464,0.002438916,0.002609027,0.003371474,0.04532047,0.2093735,0.239428],"genre_scores_gemma":[0.5352122,0.004711511,0.2172997,0.002744792,0.0007981035,0.002354278,0.03256901,0.01586182,0.1884486],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1037229,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1035429866944308,"score_gpt":0.336643867207147,"score_spread":0.2331008805127162,"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."}}