{"id":"W4286340546","doi":"10.1109/ecei53102.2022.9829476","title":"ECEI 2022 Cover Page","year":2022,"lang":"en","type":"article","venue":"","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Cover (algebra); Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003949045,0.0007967618,0.0006739111,0.001614271,0.001009992,0.00466263,0.0008126221,0.001842492,0.8237553],"category_scores_gemma":[0.0009820487,0.0002429476,0.0004883573,0.001650477,0.0003656644,0.001047439,0.001356404,0.001045615,0.7503794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026187,"about_ca_system_score_gemma":0.00131793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004488662,"about_ca_topic_score_gemma":0.006745651,"domain_scores_codex":[0.9996406,0.00002867428,0.00001080058,0.00006468798,0.0001803182,0.00007489732],"domain_scores_gemma":[0.9995215,0.00004947928,0.00001883943,0.00006973666,0.00018334,0.0001571433],"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":[0.00008296433,0.00004479536,0.0002000482,0.0001531653,0.000006534156,0.00008348571,0.00001265895,0.0001516571,0.001130858,0.004662776,0.9151955,0.07827548],"study_design_scores_gemma":[0.000009285111,0.00001786924,0.0009838165,0.00005260253,0.000002768995,0.00004908316,0.00002378532,0.000116888,0.0004263933,0.0007438243,0.9975699,0.000003831489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006880272,0.0007850038,0.0005660977,0.0005287656,0.002004417,0.00007065586,0.003728989,0.0005425023,0.9910854],"genre_scores_gemma":[0.001615253,0.0002997741,0.0002202585,0.0001650706,0.0001748882,0.00001740145,0.001610869,0.000172202,0.9957243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1762447,"threshold_uncertainty_score":0.2513916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0359178070931406,"score_gpt":0.1850429540300315,"score_spread":0.1491251469368909,"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."}}