{"id":"W1968353338","doi":"10.1145/2037715.2037742","title":"HORT","year":2011,"lang":"en","type":"article","venue":"","topic":"Cloud Computing and Resource Management","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Rendering (computer graphics); Cloud computing; Provisioning; Studio; Operating system; Computer graphics (images); Telecommunications","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":[0.00008258931,0.00003374403,0.00003096961,0.00002672488,0.00003487851,0.0000202303,0.0004478479,0.000009002188,0.00004794774],"category_scores_gemma":[0.000002013491,0.00002505413,0.00002120093,0.00009967488,0.000007554196,0.000007275908,0.0002546344,0.00002373149,0.0002217948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003833525,"about_ca_system_score_gemma":0.00000329946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003194825,"about_ca_topic_score_gemma":9.631465e-7,"domain_scores_codex":[0.9996515,0.000007687873,0.00005036434,0.0001216469,0.00007080466,0.00009803411],"domain_scores_gemma":[0.9996637,0.000004964032,0.00001024598,0.0002822923,0.000008620989,0.00003024763],"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":[6.969042e-7,0.00006952285,0.001573287,0.000002827445,0.00001337822,0.0000257371,0.001392412,0.00003776563,0.00001534718,0.7465047,0.01075398,0.2396104],"study_design_scores_gemma":[0.0006790598,0.000359374,0.1214509,0.00002021675,0.00001253654,0.0000565915,0.0002423975,0.5263039,0.006178283,0.05417071,0.2895997,0.0009262554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04072201,0.00001018109,0.4006325,0.0001924461,0.0001415758,0.00002419217,7.695695e-9,0.0002817742,0.5579953],"genre_scores_gemma":[0.9280568,2.776415e-7,0.06330446,0.000554517,0.00002123929,0.000001137723,1.960095e-8,0.000001681232,0.00805988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8873348,"threshold_uncertainty_score":0.2850797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02875384176808433,"score_gpt":0.2060959985678219,"score_spread":0.1773421567997376,"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."}}