{"id":"W4234431429","doi":"10.1109/mpel.2020.3047328","title":"CFP for PEDG 2021","year":2021,"lang":"en","type":"article","venue":"IEEE Power Electronics Magazine","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of New Brunswick","funders":"","keywords":"Virology; Computer science; Business; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001357043,0.0001406169,0.0002056393,0.00009476137,0.0003625166,0.0001542285,0.0004673144,0.0001718755,0.001628876],"category_scores_gemma":[0.0008527748,0.0001580762,0.000150684,0.0006943048,0.0001713261,0.0001593935,0.00005867597,0.0003577605,0.0004183195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003632209,"about_ca_system_score_gemma":0.001669523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003453401,"about_ca_topic_score_gemma":0.00187797,"domain_scores_codex":[0.9975021,0.000177814,0.0002353348,0.0004133036,0.0006113916,0.001060029],"domain_scores_gemma":[0.9983245,0.0003504087,0.00006231225,0.0004248355,0.0006612416,0.0001767651],"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":[0.00009272658,0.0004170985,0.000310191,0.00004037844,0.0001050228,0.0001140571,0.001939506,0.0000129963,0.08912262,0.273597,0.6105514,0.02369699],"study_design_scores_gemma":[0.0002793217,0.0001221588,0.00004907867,0.00001119114,0.00001205327,0.000005822757,0.0002035508,0.00005193153,0.02325554,0.02198742,0.95382,0.0002019505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06295523,0.01167601,0.05477156,0.07386357,0.003391216,0.002889676,0.00009606778,0.0008623952,0.7894943],"genre_scores_gemma":[0.8767768,0.002255039,0.006220092,0.0007889313,0.0009193736,0.0002523943,0.00003720742,0.00009005156,0.1126601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8138216,"threshold_uncertainty_score":0.9992838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05490505883257214,"score_gpt":0.4172125408226532,"score_spread":0.3623074819900811,"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."}}