{"id":"W2090458888","doi":"10.1145/1815330.1815360","title":"Typeface personality traits and their design characteristics","year":2010,"lang":"en","type":"article","venue":"","topic":"Handwritten Text Recognition Techniques","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Typeface; Legibility; Big Five personality traits; Readability; Personality; Psychology; Computer science; Cognitive psychology; Social psychology; Visual arts; Art","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":[0.0009543287,0.0002405759,0.000182869,0.000683404,0.0002304421,0.00088761,0.0001256763,0.0002374792,0.003946302],"category_scores_gemma":[0.008415405,0.00009595617,0.0002332584,0.0004192546,0.0002093726,0.0004117052,0.0002417057,0.0002941814,0.0006943565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001337175,"about_ca_system_score_gemma":0.00008137277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003104208,"about_ca_topic_score_gemma":0.0004348678,"domain_scores_codex":[0.9993777,0.0002058802,0.00005617356,0.0000647354,0.0002442944,0.0000511629],"domain_scores_gemma":[0.9916921,0.003721562,0.002419803,0.0004351667,0.001048711,0.000682731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004111455,0.000291886,0.9012852,0.0001133379,0.0000976153,0.00039456,0.002791932,0.0003365504,0.004982372,0.0003362184,0.0009706015,0.08798846],"study_design_scores_gemma":[0.000008649943,0.0003242758,0.9943686,0.00002550357,0.000017231,0.0008082743,0.0009380922,0.0007398178,0.0006906578,0.0004078522,0.001654632,0.000016363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949445,0.0002346743,0.0008867791,0.00007952096,0.00001958881,0.00002232633,0.0001174844,0.00001473065,0.00368045],"genre_scores_gemma":[0.997506,0.0001347345,0.0009757957,0.00002157949,0.00001842812,0.0000151607,0.00007151118,0.000004546461,0.001252364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003946302,"threshold_uncertainty_score":0.01320171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02535077174877393,"score_gpt":0.2456531464078028,"score_spread":0.2203023746590289,"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."}}