{"id":"W4283204100","doi":"10.1109/infocomwkshps54753.2022.9798085","title":"AIBESVN 2022 TPC","year":2022,"lang":"en","type":"article","venue":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001682155,0.0005956378,0.001042297,0.0009321187,0.002483656,0.0006192085,0.005279174,0.0001671055,0.01636472],"category_scores_gemma":[0.00004148841,0.0007842819,0.0004626456,0.001312802,0.00073063,0.000625041,0.002517136,0.001576502,0.0111077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006340359,"about_ca_system_score_gemma":0.0001406538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002003112,"about_ca_topic_score_gemma":0.00006149463,"domain_scores_codex":[0.9956606,0.0002299959,0.001711725,0.001193625,0.0002782911,0.0009257466],"domain_scores_gemma":[0.993452,0.0005158818,0.0009946772,0.004600589,0.0001535224,0.0002834009],"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":[0.00007337628,0.0008395002,0.001485026,0.00002528445,0.0003924892,0.00001358834,0.004394254,0.01182841,0.00002287027,0.3383235,0.6268892,0.01571248],"study_design_scores_gemma":[0.001410138,0.0002277811,0.0006228384,0.00004433641,0.00002704161,0.00002100852,0.001663619,0.1167431,0.00002080363,0.00812542,0.8699438,0.001150148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02275811,0.003800425,0.04517317,0.01422041,0.03385835,0.003831315,0.004569692,0.001199507,0.870589],"genre_scores_gemma":[0.8989736,0.001958404,0.006485239,0.005680314,0.0006191834,0.001929476,0.0003985772,0.0001467064,0.08380845],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8762155,"threshold_uncertainty_score":0.9994608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0963751450477261,"score_gpt":0.2572031646542772,"score_spread":0.1608280196065511,"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."}}