{"id":"W1992775084","doi":"10.1145/2614217.2633398","title":"PolyMerge","year":2014,"lang":"en","type":"article","venue":"","topic":"Computational Geometry and Mesh Generation","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","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":[0.0008319455,0.001326704,0.00192585,0.001790137,0.001105236,0.003388231,0.002070726,0.002312463,0.7640969],"category_scores_gemma":[0.002609174,0.0007926725,0.0007088434,0.00130259,0.0009727961,0.001627845,0.003367013,0.00248899,0.6266606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006839145,"about_ca_system_score_gemma":0.001378581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009528407,"about_ca_topic_score_gemma":0.0008121743,"domain_scores_codex":[0.9990106,0.0001387311,0.00004323127,0.0002861657,0.0003938683,0.0001274071],"domain_scores_gemma":[0.9990414,0.0001561614,0.00005959406,0.0002053159,0.0002178331,0.0003197157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002871447,0.0004930442,0.0005696786,0.003460098,0.0001177185,0.0009707922,0.0001606227,0.0005829807,0.01692256,0.01282268,0.5466561,0.4143722],"study_design_scores_gemma":[0.0001522774,0.0001642652,0.0003589841,0.0002059992,0.00002747479,0.0003454418,0.00002953552,0.0001495956,0.002654424,0.001404129,0.9944968,0.0000112154],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004737469,0.01314311,0.008244927,0.006477421,0.006123611,0.0005949874,0.0164161,0.00485675,0.9394057],"genre_scores_gemma":[0.03455285,0.01283162,0.004694144,0.00218282,0.0009344562,0.0005540033,0.0176463,0.001805156,0.9247987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7640969,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004875877417388413,"score_gpt":0.1991403261599659,"score_spread":0.1942644487425775,"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."}}