{"id":"W4206586791","doi":"10.1109/iprecon52453.2021.9640752","title":"IPRECON 2021 Organizing Committee","year":2021,"lang":"en","type":"article","venue":"2021 IEEE International Power and Renewable Energy Conference (IPRECON)","topic":"Diverse Perspectives in Modern Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ontario Institute of Technology; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002365585,0.0003068087,0.0005464847,0.0002299534,0.0002167647,0.000377281,0.000425595,0.0001637619,0.01920966],"category_scores_gemma":[0.000177492,0.000363905,0.0001585952,0.0002165837,0.0001726653,0.0005623334,0.0003320901,0.0002062065,0.0004135837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001741763,"about_ca_system_score_gemma":0.0001006696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001699245,"about_ca_topic_score_gemma":0.001261032,"domain_scores_codex":[0.9979702,0.00003999905,0.0005988145,0.0008834856,0.0001219093,0.0003856413],"domain_scores_gemma":[0.9986919,0.0001269276,0.0002733122,0.000401205,0.0003710634,0.00013564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001300542,0.0008582548,0.06832023,0.00005891901,0.003426461,0.0003244713,0.005757974,0.003988091,0.004618575,0.8307738,0.06376454,0.01797865],"study_design_scores_gemma":[0.002979743,0.0001533673,0.008426079,0.0002483325,0.00006311895,0.0001369484,0.006826235,0.009329286,0.02026949,0.205038,0.7445233,0.002006144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05150773,0.005843173,0.02679959,0.002939153,0.00859779,0.0001000835,0.0003940182,0.00006085437,0.9037576],"genre_scores_gemma":[0.9251816,0.004660826,0.0008883327,0.000514058,0.0004183656,0.00002330066,0.0000630437,0.00003692842,0.06821354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8736739,"threshold_uncertainty_score":0.9998813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03287623455188058,"score_gpt":0.2379323328202325,"score_spread":0.2050560982683519,"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."}}