{"id":"W2721246439","doi":"10.1145/3079856.3080218","title":"Fractal","year":2017,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Defense Advanced Research Projects Agency; Kwanjeong Educational Foundation; Massachusetts Institute of Technology; National Science Foundation","keywords":"Computer science; Parallel computing; Parallelism (grammar); Focus (optics); Transactional memory; Fractal; Programming language; Database transaction; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003665875,0.000737689,0.0005638844,0.0009539442,0.0008421623,0.001869399,0.001417473,0.0008814608,0.07433581],"category_scores_gemma":[0.001938322,0.0004008422,0.0006691821,0.0007511324,0.0005903395,0.002122071,0.001722804,0.0008959946,0.03067625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005687198,"about_ca_system_score_gemma":0.0006262554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00117403,"about_ca_topic_score_gemma":0.001380601,"domain_scores_codex":[0.9994413,0.00003851014,0.00003590457,0.0001170794,0.000304814,0.00006242008],"domain_scores_gemma":[0.999178,0.0001088031,0.00004654396,0.0003520552,0.0002561689,0.00005830226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004897694,0.0001093395,0.001669897,0.0006478617,0.00007820244,0.0003055708,0.0003288592,0.01376715,0.0298606,0.1968364,0.2483191,0.5075872],"study_design_scores_gemma":[0.00009851328,0.0001132616,0.0006741763,0.00008435269,0.00003826321,0.0005779355,0.00006924305,0.02956858,0.01655661,0.04100935,0.9111539,0.00005593597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02925008,0.004012537,0.3825037,0.001985061,0.002069901,0.0004989562,0.006483033,0.05433678,0.5188599],"genre_scores_gemma":[0.2917755,0.003203283,0.3202877,0.001779571,0.0005702013,0.0007445274,0.02081494,0.007649218,0.3531752],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07433581,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217878120554556,"score_gpt":0.2898910139531854,"score_spread":0.2677122327476398,"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."}}