{"id":"W1737010109","doi":"","title":"Image-assisted modeling from sketches","year":2010,"lang":"en","type":"article","venue":"","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sketch; Computer science; Image (mathematics); Surface (topology); Computer vision; Boundary (topology); Computer graphics (images); Planar; Object (grammar); Artificial intelligence; Image editing; Function (biology); Image texture; Solid modeling; Texture mapping; Geometry; Image processing; Mathematics; 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":[0.0001211027,0.00008316751,0.00008263432,0.00009200648,0.00007579271,0.0003042595,0.0006746282,0.0000534123,0.00006203615],"category_scores_gemma":[0.00001228371,0.00007300601,0.00004760186,0.0002456241,0.00001694913,0.0003664207,0.0002498428,0.0001242325,0.00001899936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003338661,"about_ca_system_score_gemma":0.00002404789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000221528,"about_ca_topic_score_gemma":0.00006023531,"domain_scores_codex":[0.9993122,0.00001447579,0.000149552,0.0002650897,0.00013754,0.0001211037],"domain_scores_gemma":[0.9992751,0.00003341326,0.00003047495,0.0004952089,0.0001031241,0.00006270212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[6.335672e-7,0.000054669,0.0003134891,0.000002011849,0.000008400342,0.000002972537,0.0001955644,0.000003224442,0.0208371,0.9425939,0.001251662,0.03473639],"study_design_scores_gemma":[0.00006052588,0.000009146534,0.0004717063,0.000002990772,0.000001159467,0.000001688996,0.000002978817,0.9297955,0.006773151,0.06173776,0.001037395,0.0001059754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04104534,0.000008272015,0.9551671,0.0003030494,0.000271931,0.00004832362,8.323526e-7,0.0007953498,0.002359815],"genre_scores_gemma":[0.5662481,0.000004100252,0.4334086,0.0002465577,0.00004456281,0.000003991063,0.000002630553,0.00000429334,0.00003716777],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9297923,"threshold_uncertainty_score":0.2977099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02541260146017394,"score_gpt":0.2890937178519333,"score_spread":0.2636811163917594,"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."}}