{"id":"W2795438861","doi":"10.1145/3170427.3180306","title":"Developing a Typeface for Low Resolution E-Ink Displays","year":2018,"lang":"en","type":"article","venue":"","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Typeface; Legibility; Font; Inkwell; Computer science; Schematic; Typography; Reading (process); Computer graphics (images); Artificial intelligence; Computer vision; Engineering; Art; Speech recognition; Visual arts; Linguistics","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":[],"category_scores_codex":[0.0001066087,0.00007025308,0.00007376981,0.0000349982,0.00009008485,0.00001200127,0.00008867942,0.00006714111,0.0005145859],"category_scores_gemma":[0.00002327253,0.00006339508,0.00004901696,0.00006679595,0.00004810247,0.00003523508,0.00002318436,0.00003275594,0.0008256229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002915512,"about_ca_system_score_gemma":0.00002576492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001106241,"about_ca_topic_score_gemma":0.0003832547,"domain_scores_codex":[0.9994373,0.00001230923,0.0001112164,0.0001921708,0.00003005331,0.0002169591],"domain_scores_gemma":[0.9996963,0.00003103617,0.00002878362,0.0001611604,0.00005029074,0.00003241626],"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":[0.000127414,0.00004566233,0.0005165928,0.00002354677,0.00005245635,3.49262e-7,0.0005225773,0.000001904423,0.0004749973,0.9342293,0.0469852,0.01701999],"study_design_scores_gemma":[0.002678333,0.0006915439,0.1259601,0.00005266893,0.00003828784,0.000005892418,0.001279716,0.002360834,0.0008343813,0.0264455,0.8389125,0.0007402299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3578726,0.0001106892,0.2993487,0.001965653,0.001678418,0.0004916469,0.00001208713,0.000112401,0.3384077],"genre_scores_gemma":[0.9765556,0.000006778089,0.009138686,0.0008688487,0.0002180547,0.00006444721,0.00001763162,0.00001929605,0.01311059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9077838,"threshold_uncertainty_score":0.9999524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03118804301262871,"score_gpt":0.3496825356222677,"score_spread":0.318494492609639,"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."}}