{"id":"W2482941981","doi":"10.1145/2899475.2899511","title":"Lake Devo","year":2016,"lang":"en","type":"article","venue":"","topic":"Digital Accessibility for Disabilities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Key (lock); Computer science; Character (mathematics); World Wide Web; Evolutionary developmental biology; Human–computer interaction; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002327963,0.00003308665,0.00004335939,0.00001270738,0.0000957793,0.0000650589,0.0001687116,0.00002518763,0.006593413],"category_scores_gemma":[0.0005045727,0.00001848067,0.00003479536,0.0000739462,0.0004122281,0.0005896603,0.00003106899,0.00001002087,0.0008484875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003464651,"about_ca_system_score_gemma":0.00005891934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003012438,"about_ca_topic_score_gemma":0.04158119,"domain_scores_codex":[0.9994563,0.00002531227,0.00007422006,0.0001039683,0.0001720454,0.000168121],"domain_scores_gemma":[0.999625,0.0001507242,0.00001160643,0.000109727,0.00003673828,0.00006622005],"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":[0.00000236668,0.00003330469,0.0889115,0.000002003947,0.000002812448,2.579879e-7,0.001230199,8.188233e-9,0.00002488556,0.8149518,0.004938581,0.08990225],"study_design_scores_gemma":[0.00008425391,0.00001057748,0.01028852,0.000006763709,0.000001196017,7.666794e-8,0.002570901,7.631242e-8,0.0002063931,0.2408024,0.7459453,0.00008353913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2296592,0.000004342274,0.0001073312,0.003801146,0.00009522294,0.00004962809,0.000005254809,0.0001303613,0.7661476],"genre_scores_gemma":[0.8920219,0.00000332503,0.0001155711,0.0001270326,0.00006678712,0.000004376887,2.303785e-7,0.000002507577,0.1076583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7410067,"threshold_uncertainty_score":0.9999295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762949427608185,"score_gpt":0.3220048268087032,"score_spread":0.2943753325326214,"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."}}