{"id":"W2129160770","doi":"10.1145/1357054.1357106","title":"Graffiti vs. unistrokes","year":2008,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Graffiti; Usability; Stylus; Text entry; Words per minute; Computer science; Phrase; Artificial intelligence; Computer vision; Human–computer interaction; Linguistics; Operating system; Reading (process)","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00002195658,0.00005404382,0.00005504897,0.00003573035,0.0001024669,0.00002053292,0.0003409035,0.00001488267,0.00009677328],"category_scores_gemma":[0.00000909483,0.00004418442,0.00004319038,0.00009883467,0.00003053391,0.000373078,0.00007435009,0.00004718201,0.0006001393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001174464,"about_ca_system_score_gemma":0.0000233134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000247453,"about_ca_topic_score_gemma":0.000001610244,"domain_scores_codex":[0.999564,0.0000128067,0.00005911745,0.0001403346,0.00009035066,0.0001333906],"domain_scores_gemma":[0.9996666,0.00002475905,0.000016426,0.000195877,0.00005922105,0.00003716788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001590203,0.0001431651,0.004918606,0.000004074863,0.00003420002,0.000215959,0.001391902,0.00001147065,0.03790531,0.7499105,0.2039131,0.001535771],"study_design_scores_gemma":[0.0009153372,0.0005492865,0.185987,0.00001718205,0.000006371218,0.000657316,0.0002894995,0.01058081,0.5754589,0.002103855,0.2227062,0.0007282451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1021708,0.00002434985,0.5779185,0.001698267,0.0004189666,0.00005566191,0.00000117242,0.00006192624,0.3176503],"genre_scores_gemma":[0.9871947,0.000009792859,0.004206976,0.001631555,0.00002766732,0.000001946938,0.000001125586,0.000002252273,0.00692394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8850239,"threshold_uncertainty_score":0.7713777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634131161576548,"score_gpt":0.2255190664928229,"score_spread":0.2091777548770574,"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."}}