{"id":"W1965902026","doi":"10.1145/2185520.2185541","title":"CrossShade","year":2012,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":73,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Sketch; Rendering (computer graphics); Computer science; Function (biology); Computer graphics (images); Artificial intelligence; Algorithm","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":[0.0002482921,0.0001403185,0.0001072441,0.0003662189,0.0002956702,0.0001366535,0.0009377272,0.00009281887,0.00002414624],"category_scores_gemma":[0.00001085848,0.0001372139,0.0001349752,0.001077742,0.0000543546,0.0006474409,0.00002255586,0.0002180458,0.00002977664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001417211,"about_ca_system_score_gemma":0.00002075321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001014441,"about_ca_topic_score_gemma":0.00000428495,"domain_scores_codex":[0.9989732,0.00004618581,0.0001860708,0.0002267049,0.0002529043,0.0003149515],"domain_scores_gemma":[0.9986266,0.0001052441,0.00004806245,0.0009945766,0.00007322391,0.0001522845],"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":[0.000002090402,0.0002864352,0.0008473626,0.00000666611,0.00002109714,8.264307e-7,0.0004385536,0.000006753273,0.00004901436,0.9680678,0.000478719,0.02979474],"study_design_scores_gemma":[0.001674487,0.001035137,0.05191227,0.0001473449,0.00008833371,0.0001669184,0.00008060649,0.08760179,0.07498788,0.4379989,0.3416585,0.002647826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002652709,0.000096802,0.9951444,0.0005431054,0.0005219334,0.0001055355,0.00000390073,0.0006815906,0.0002500691],"genre_scores_gemma":[0.9676751,0.0001668509,0.03027694,0.001705409,0.00005198234,0.00003158499,0.000001896018,0.00001345112,0.00007679749],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9650224,"threshold_uncertainty_score":0.559542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570029251531164,"score_gpt":0.3090054925203233,"score_spread":0.2733052000050117,"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."}}