{"id":"W2968147013","doi":"10.2312/exp.20191082","title":"Defining Hatching in Art","year":2019,"lang":"en","type":"article","venue":"Eurographics","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Hatching; Rendering (computer graphics); Computer science; Binary number; Artificial intelligence; Theoretical computer science; Mathematics; Arithmetic; 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":[0.001480722,0.0008788686,0.0004839727,0.001507645,0.00291101,0.005493641,0.001372824,0.002231236,0.01623357],"category_scores_gemma":[0.003528213,0.0005230363,0.0008658895,0.001321122,0.01121181,0.006674098,0.003734114,0.003416657,0.003728421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616933,"about_ca_system_score_gemma":0.0006169992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00310206,"about_ca_topic_score_gemma":0.00299578,"domain_scores_codex":[0.998596,0.0004977708,0.00008761945,0.0003224838,0.0003466104,0.0001495124],"domain_scores_gemma":[0.9990465,0.0003722127,0.00008634019,0.0002269327,0.0001879774,0.00008008752],"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":[0.000006037875,0.000003129273,0.00008141397,0.00003981784,0.00000258735,0.00005012412,0.0007182398,0.0004744417,0.0002614334,0.9890866,0.001840673,0.00743542],"study_design_scores_gemma":[0.00001140821,0.00003121124,0.0003077901,0.0001416153,0.00001068747,0.0003198481,0.0004803053,0.003365996,0.001170253,0.6939141,0.3002206,0.00002613159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00880798,0.007687624,0.6161848,0.002250099,0.001368589,0.0001282902,0.0002957153,0.0005367745,0.3627401],"genre_scores_gemma":[0.4461239,0.007318321,0.4124507,0.002182835,0.001883409,0.0005723958,0.0008712804,0.001373242,0.1272239],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01623357,"threshold_uncertainty_score":0.05430669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01021487584148367,"score_gpt":0.2673583641511705,"score_spread":0.2571434883096869,"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."}}