{"id":"W3084112228","doi":"","title":"Interpreting images of line drawings: a tutorial presented at the 16th International conference on pattern recognition (ICPR), Quebec city, Canada, 11th August 2002","year":2002,"lang":"en","type":"article","venue":"Digital Library of the Belarusian State University (Belarusian State University)","topic":"Handwritten Text Recognition Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Line drawings; Line (geometry); Geography; Artificial intelligence; Cartography; Library science; Computer science; History; Computer graphics (images); Visual arts; Engineering drawing; Mathematics; Engineering; Art; Geometry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001232578,0.0003773808,0.0003806088,0.0005180747,0.0004196751,0.0002771519,0.002842525,0.0001092226,0.0007912772],"category_scores_gemma":[0.00004978646,0.0003364901,0.0002764263,0.001080258,0.0005196632,0.003417667,0.002408461,0.0004485539,0.00003149022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004466996,"about_ca_system_score_gemma":0.0003667955,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02523517,"about_ca_topic_score_gemma":0.027654,"domain_scores_codex":[0.9974601,0.0003020644,0.000418958,0.0006219713,0.0007368328,0.0004601211],"domain_scores_gemma":[0.9978924,0.0002132067,0.0006822953,0.0007205384,0.0002847128,0.0002068702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002336131,0.002253342,0.01796913,0.000373756,0.002150139,0.003281528,0.01142186,0.0002945532,0.001508797,0.006770987,0.1916359,0.7600039],"study_design_scores_gemma":[0.01316826,0.002149295,0.01105062,0.004449546,0.0004968604,0.0003147043,0.01085815,0.02475826,0.1130147,0.006260829,0.8080642,0.00541463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4473566,0.00008583449,0.05763488,0.01758347,0.001982053,0.002405568,0.0199043,0.001090282,0.4519571],"genre_scores_gemma":[0.9234681,0.000216519,0.0006842696,0.0002987177,0.00005777177,5.912958e-7,0.0002079963,0.00003842963,0.07502767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7545893,"threshold_uncertainty_score":0.9999087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143535406384368,"score_gpt":0.180191980272798,"score_spread":0.1658384396343612,"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."}}