{"id":"W4390280267","doi":"10.1109/pact58117.2023.00005","title":"Welcome Message","year":2023,"lang":"en","type":"article","venue":"","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005579494,0.001481809,0.001050219,0.001177416,0.003637889,0.008498517,0.002111755,0.01230512,0.3727279],"category_scores_gemma":[0.0488232,0.0004719306,0.001187981,0.0006378438,0.001237006,0.005368287,0.004971372,0.01117264,0.2562532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440411,"about_ca_system_score_gemma":0.005234832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009304149,"about_ca_topic_score_gemma":0.001686163,"domain_scores_codex":[0.9944696,0.001192727,0.0002797695,0.0007415116,0.002471993,0.0008442887],"domain_scores_gemma":[0.9594763,0.0063492,0.001379424,0.001317813,0.01598426,0.01549303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002974483,0.00001324972,0.00006857009,0.00004122231,0.000001600735,0.00006421465,0.00005658751,0.000007044408,0.0000555207,0.0004823625,0.9897051,0.009474738],"study_design_scores_gemma":[0.00001869859,0.00003134708,0.0001750694,0.00009289473,0.000003125456,0.0001400248,0.0002467964,0.00002400915,0.00007542931,0.0007781654,0.9984028,0.00001167838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001054992,0.002525509,0.001951293,0.4440096,0.447123,0.0004641374,0.002554969,0.002156764,0.09815981],"genre_scores_gemma":[0.00819704,0.002094815,0.001934276,0.3383663,0.1106044,0.0006957288,0.00183279,0.001364196,0.5349104],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6272721,"threshold_uncertainty_score":0.8947275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341384855403706,"score_gpt":0.2747447698876749,"score_spread":0.2513309213336379,"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."}}