{"id":"W2967132760","doi":"10.1145/3315002.3332429","title":"The Value of Being Different","year":2019,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Checklist; Value (mathematics); Computer science; Significant difference; Computer security; Internet privacy; Psychology; Statistics; Mathematics; Cognitive psychology; Machine learning","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":[0.02505003,0.000573959,0.0009193772,0.001919449,0.007694591,0.01255509,0.001950752,0.007099692,0.01471142],"category_scores_gemma":[0.07123793,0.0003770762,0.0006359533,0.001500591,0.06206239,0.0254828,0.01528041,0.01024877,0.002567121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005163159,"about_ca_system_score_gemma":0.004905454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003287428,"about_ca_topic_score_gemma":0.002697921,"domain_scores_codex":[0.953836,0.03283777,0.001173984,0.00247115,0.007482453,0.002198671],"domain_scores_gemma":[0.9397079,0.03426146,0.00275407,0.007793639,0.007895666,0.007587253],"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":[0.0001660949,0.00006026319,0.005574489,0.0002239015,0.00008177266,0.0004027378,0.01932257,0.000239025,0.000193754,0.8659862,0.03689402,0.07085518],"study_design_scores_gemma":[0.00004956951,0.0000968088,0.003145924,0.0006790832,0.00005551681,0.001163598,0.02241667,0.0002527421,0.000230813,0.7736276,0.1981849,0.00009674245],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04033969,0.01500303,0.01497613,0.4253175,0.007442806,0.00006456679,0.0002409649,0.000131457,0.4964839],"genre_scores_gemma":[0.9029353,0.006229578,0.00579318,0.06538685,0.003041653,0.0001288158,0.0001663353,0.0001674986,0.01615086],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02505003,"threshold_uncertainty_score":0.1324788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.012063756469997,"score_gpt":0.2928019071185328,"score_spread":0.2807381506485357,"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."}}