{"id":"W4249397343","doi":"10.1109/mts.2020.3031754","title":"ISTAS 2021 to be Held in Ontario, Canada [News and Notes]","year":2020,"lang":"en","type":"article","venue":"IEEE Technology and Society Magazine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Computer science; History; Media studies; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003635405,0.0001118159,0.0002065891,0.00006733723,0.0002336842,0.00003275611,0.0002711153,0.000314806,0.0002478468],"category_scores_gemma":[0.0003257655,0.0001206997,0.00002720026,0.0008351478,0.0004610523,0.00006764111,0.0001503161,0.0006110927,0.00001006938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783416,"about_ca_system_score_gemma":0.0007714219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8538928,"about_ca_topic_score_gemma":0.996896,"domain_scores_codex":[0.9987791,0.00004237424,0.0001678612,0.0003420673,0.0002579781,0.0004105992],"domain_scores_gemma":[0.9994486,0.00012741,0.00002968227,0.0001490965,0.00006024376,0.0001849933],"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":[0.00006774114,0.00009886181,0.1785452,0.00007419853,0.00008084267,0.00031172,0.04372012,0.00001007538,0.01255059,0.02390759,0.7043548,0.03627824],"study_design_scores_gemma":[0.0005376011,0.0001941876,0.01015162,0.00003053817,0.00001122989,0.000005223384,0.01244977,0.00006783471,0.001812478,0.003831193,0.9705161,0.0003922252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7180393,0.0001687712,0.0002273776,0.2751693,0.00008027252,0.0003973454,0.00001119487,0.0001105377,0.005795953],"genre_scores_gemma":[0.9897261,0.000273212,0.002743397,0.005778016,0.00004609397,0.00003386036,0.000001782323,0.000009833469,0.00138768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2716869,"threshold_uncertainty_score":0.4921991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06148994013436927,"score_gpt":0.3387165009182043,"score_spread":0.2772265607838351,"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."}}