{"id":"W2087048327","doi":"10.1145/2487276.2487284","title":"Generating knitting patterns from a sketch","year":2013,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pixel; Computer science; Sketch; Constraint (computer-aided design); Dither; Artificial intelligence; Computer vision; Thresholding; Image (mathematics); Generator (circuit theory); Gestalt psychology; Computer graphics (images); Algorithm; Mathematics","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":[0.0003745572,0.0007969665,0.0004428059,0.0006476673,0.0003079312,0.0006849908,0.0008410372,0.0006213798,0.009989398],"category_scores_gemma":[0.002252786,0.000475085,0.0005148913,0.000520123,0.000389651,0.0006305267,0.0006837503,0.0005232645,0.00154892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597334,"about_ca_system_score_gemma":0.000392971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006462199,"about_ca_topic_score_gemma":0.001425056,"domain_scores_codex":[0.9997168,0.00004676867,0.00001739842,0.00006490705,0.0001240181,0.0000300667],"domain_scores_gemma":[0.9991794,0.0004077401,0.00005243117,0.0001897536,0.0001320462,0.00003856101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003168423,0.0001750277,0.002022896,0.0008318832,0.0000661673,0.000631896,0.0006699622,0.3027746,0.1531207,0.02860791,0.006520727,0.5042614],"study_design_scores_gemma":[0.0001050505,0.0003073058,0.0007042503,0.00004713488,0.00003537438,0.0004593127,0.0002135054,0.8776612,0.08312814,0.01472709,0.0225712,0.00004041815],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06301881,0.00006471862,0.924964,0.00006756275,0.00004216529,0.0002947192,0.0002867798,0.002978657,0.008282511],"genre_scores_gemma":[0.2713421,0.0001058548,0.7194188,0.00003424887,0.00000807645,0.0002290249,0.0006032316,0.001067101,0.007191456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009989398,"threshold_uncertainty_score":0.03341788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01772461380633471,"score_gpt":0.2622409246518779,"score_spread":0.2445163108455432,"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."}}