{"id":"W7095331008","doi":"","title":"DATA-CONSCIOUS SCHEDULING OF WORKFLOWS IN METACOMPUTERS","year":2008,"lang":"en","type":"article","venue":"","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permission; Workflow; Scheduling (production processes); Association (psychology); Resource (disambiguation)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004086352,0.0007463248,0.001018808,0.001284224,0.002399159,0.003942587,0.00358844,0.0008779467,0.002995376],"category_scores_gemma":[0.008405042,0.0009583571,0.0008786471,0.002753014,0.001152764,0.002754566,0.003372039,0.001453716,0.001053567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757483,"about_ca_system_score_gemma":0.00446898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01339436,"about_ca_topic_score_gemma":0.01901979,"domain_scores_codex":[0.9969084,0.0008285778,0.0003027596,0.0005694102,0.0007462692,0.0006445347],"domain_scores_gemma":[0.9935846,0.001787332,0.000358137,0.002481194,0.0008711453,0.000917513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005277358,0.001012925,0.01345882,0.0008152156,0.0004363094,0.00108332,0.002499923,0.3941549,0.04826254,0.132145,0.03727702,0.3635767],"study_design_scores_gemma":[0.0001966047,0.0001850668,0.001558502,0.00003603683,0.00007267793,0.0001165425,0.0004207403,0.8967393,0.01932753,0.06531481,0.01597388,0.00005833284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2982576,0.001083031,0.6700515,0.00133977,0.0004474737,0.0007472693,0.001179626,0.01186608,0.0150277],"genre_scores_gemma":[0.6735852,0.0003160847,0.318298,0.0001564343,0.00008915829,0.000244929,0.001329897,0.0007903998,0.005189875],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01339436,"threshold_uncertainty_score":0.02663279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08176342665129066,"score_gpt":0.3333951172948124,"score_spread":0.2516316906435218,"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."}}