{"id":"W2152075981","doi":"10.1145/1631272.1631518","title":"Calligraphic video","year":2009,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Computer graphics (images); Intuition; Graphics; Artificial intelligence; Pixel; Computer vision; Visualization; Animation; Multimedia; Cognitive science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001046831,0.00006218834,0.00006159859,0.0001436285,0.00005212124,0.0001305414,0.0005231691,0.00002732052,0.00001017122],"category_scores_gemma":[0.000003955385,0.00005320491,0.00004550198,0.0005325557,0.000008386435,0.0002290449,0.00005370184,0.00004054478,0.00001101871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000385881,"about_ca_system_score_gemma":0.00001144694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006101459,"about_ca_topic_score_gemma":0.000001692619,"domain_scores_codex":[0.9994515,0.00001431437,0.0001093867,0.0001854557,0.0001225069,0.0001169038],"domain_scores_gemma":[0.9995219,0.00001266878,0.00002229571,0.0003411622,0.00004916191,0.00005286882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[1.437818e-7,0.00001997367,0.0001094739,3.925997e-7,9.751801e-7,0.000001590167,0.00003037671,3.74367e-7,0.00007840717,0.9641104,0.003715416,0.03193249],"study_design_scores_gemma":[0.0001683795,0.0003075242,0.01705153,0.00001211079,0.000001712906,0.00001556705,0.000001900793,0.2134123,0.01054935,0.7087702,0.04938718,0.0003221816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001028405,0.00004238757,0.9885348,0.001195033,0.00005948484,0.00004942641,7.155367e-8,0.0008438813,0.008246484],"genre_scores_gemma":[0.943855,0.00003497823,0.05223581,0.003684642,0.00002399664,0.000001975483,5.194407e-7,0.000001815627,0.0001611859],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9428267,"threshold_uncertainty_score":0.2169633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01505637318793594,"score_gpt":0.2820524868035659,"score_spread":0.2669961136156299,"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."}}