{"id":"W203320341","doi":"","title":"Design and Implementation of Demand Migration Systems in GIPSY.","year":2008,"lang":"en","type":"article","venue":"Parallel and Distributed Processing Techniques and Applications","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002728638,0.0001221954,0.0001889118,0.00008472083,0.0002182978,0.0001024025,0.0001380918,0.00006646573,2.823532e-7],"category_scores_gemma":[0.000003146706,0.0001133255,0.00001198101,0.0003161198,0.00008302655,0.0002325293,0.00007046337,0.00006533963,2.133547e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001281257,"about_ca_system_score_gemma":0.00004661162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002018961,"about_ca_topic_score_gemma":0.000005900327,"domain_scores_codex":[0.9990624,0.00005502582,0.0003362957,0.0002933592,0.0001023031,0.0001506055],"domain_scores_gemma":[0.9994878,0.00005179768,0.0001746735,0.0001457532,0.00007808181,0.00006192944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001276148,0.0008577643,0.1520852,0.003266288,0.0001085039,0.00005007699,0.01022904,0.008657579,0.006959056,0.2279626,0.003997147,0.5856991],"study_design_scores_gemma":[0.003552004,0.0007090783,0.07051664,0.000860605,0.00008063082,0.001693609,0.001540849,0.8373769,0.004619038,0.02523132,0.05203186,0.001787476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02421382,0.003739939,0.9710567,0.0001928811,0.000006492328,0.0005971238,0.00001992937,0.000129693,0.00004342327],"genre_scores_gemma":[0.9586077,0.0008408368,0.04014982,0.00001022606,0.00001953508,0.0003014592,0.00005889354,0.00000458133,0.000006986236],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9343938,"threshold_uncertainty_score":0.4621279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253096523881279,"score_gpt":0.2836064526009799,"score_spread":0.2610754873621672,"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."}}