{"id":"W2890146329","doi":"10.1142/9789813229396_0010","title":"Arabic and English Typeface Personas","year":2018,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Typeface; Persona; Arabic; Art; Linguistics; Computer science; Visual arts; Philosophy; Humanities","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004453772,0.0003011449,0.0002574591,0.0003871763,0.0005547092,0.0008837352,0.00105202,0.0001313513,0.0002432291],"category_scores_gemma":[0.000008975619,0.0002925382,0.0001066505,0.00009440973,0.0007567287,0.0001275524,0.0003628964,0.0003027549,0.0008649848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005656809,"about_ca_system_score_gemma":0.0001629139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001478091,"about_ca_topic_score_gemma":0.0002028904,"domain_scores_codex":[0.9978386,0.00001734768,0.0002320508,0.001111351,0.0004655679,0.0003350989],"domain_scores_gemma":[0.9981301,0.00006254748,0.0001459179,0.001180064,0.0002616448,0.0002197287],"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":[0.000001775826,0.000008159564,0.000001984688,0.00001836071,0.00002109568,0.000008066574,0.003071537,8.564763e-8,0.0003930272,0.7937452,0.1904994,0.01223133],"study_design_scores_gemma":[0.00009323189,0.00001592926,0.000006989846,0.00007427984,0.00001624647,0.000006949484,0.00001385792,0.0004004418,0.0001659774,0.02372151,0.9751447,0.0003399086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001062056,0.0004288247,0.00618797,0.0001673667,0.001287919,0.0003167541,0.00002354673,0.000302029,0.9911794],"genre_scores_gemma":[0.003068434,0.000001719176,0.004861838,0.0002145694,0.0003186383,0.00002070787,0.00001048649,0.00002848615,0.9914751],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7846453,"threshold_uncertainty_score":0.9999527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0257356081134347,"score_gpt":0.2223979362235342,"score_spread":0.1966623281100995,"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."}}