{"id":"W1602142010","doi":"10.1007/3-540-45336-9_41","title":"On the Elaboration of Hand-Drawn Sketches","year":2001,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Sketch; Set (abstract data type); Scale (ratio); Graphics; Computer graphics (images); Computer graphics; Markov chain; Artificial intelligence; Algorithm; Machine learning; Programming language","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"],"consensus_categories":[],"category_scores_codex":[0.001000284,0.0003782693,0.0003792251,0.000852138,0.000375992,0.0008224863,0.003030016,0.0002283435,0.00002207588],"category_scores_gemma":[0.00009386584,0.0002735148,0.0001255068,0.001189104,0.0009916415,0.0003346553,0.0007780422,0.0004921083,0.000009264193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009542876,"about_ca_system_score_gemma":0.0004437864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001823147,"about_ca_topic_score_gemma":0.0000377078,"domain_scores_codex":[0.9972316,0.00005135082,0.0005300618,0.0009144367,0.0009340836,0.000338477],"domain_scores_gemma":[0.9969456,0.0007066114,0.0004032237,0.001432761,0.0004379358,0.00007392182],"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":[0.000002544148,0.00002725003,0.00001761602,0.00001276752,0.000006527244,0.000008153192,0.0006154081,0.001333973,0.0000710601,0.8566376,0.00008606453,0.141181],"study_design_scores_gemma":[0.00009309817,0.000246834,0.00005395052,0.0003189166,0.000003780153,0.00001093235,9.35428e-8,0.3519107,0.008864884,0.6356627,0.00251649,0.0003176902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0002013135,0.0001744221,0.9947402,0.000998688,0.0006420176,0.000361256,0.000003497527,0.0001326146,0.002745919],"genre_scores_gemma":[0.8924847,0.0002080246,0.1029814,0.003527405,0.0004127626,0.00002266686,0.000008698362,0.00005090101,0.0003034417],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8922834,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02074617296667083,"score_gpt":0.2705439296468537,"score_spread":0.2497977566801829,"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."}}