{"id":"W3021945924","doi":"10.1145/3386569.3392391","title":"Graph2Plan","year":2020,"lang":"en","type":"article","venue":"ACM Transactions on Graphics","topic":"Computer Graphics and Visualization Techniques","field":"Computer Science","cited_by":242,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Carleton University","funders":"National Natural Science Foundation of China","keywords":"Floorplan; Raster graphics; Convolutional neural network; Set (abstract data type); Graph; Integrated circuit layout; Page layout; Artificial neural network","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":[0.00009906412,0.0001547516,0.0001350214,0.0002781774,0.0002217458,0.0001425845,0.001293827,0.00008143752,0.00001994445],"category_scores_gemma":[0.00001430733,0.0001547602,0.0001633866,0.001724279,0.00004720919,0.0002878368,0.00002365285,0.0002588414,0.00002284697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005971893,"about_ca_system_score_gemma":0.00002799641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000739543,"about_ca_topic_score_gemma":0.000004979981,"domain_scores_codex":[0.9988808,0.00004825408,0.0002080936,0.000395638,0.0002738162,0.0001933955],"domain_scores_gemma":[0.9988547,0.00008699297,0.00005099078,0.000741076,0.00008117585,0.0001850686],"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":[0.000007067949,0.0001203174,0.0001711141,0.00001432881,0.00003610716,0.000008523658,0.0005883242,0.00003313098,0.00008645482,0.9707652,0.001496727,0.02667269],"study_design_scores_gemma":[0.001486411,0.002154484,0.003418765,0.00008087548,0.00005963307,0.00004330584,0.0000632451,0.4483683,0.02693346,0.3784878,0.1372261,0.00167765],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008705712,0.00003255513,0.9918577,0.005700324,0.0001714723,0.0001283518,0.000007064881,0.001034545,0.0001974143],"genre_scores_gemma":[0.9608496,0.0002623198,0.02813192,0.01066398,0.00003678597,0.00002415765,0.000003607472,0.00001620198,0.00001137238],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9637258,"threshold_uncertainty_score":0.6310937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04197365238457219,"score_gpt":0.2821298505209001,"score_spread":0.2401561981363279,"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."}}