{"id":"W3014925648","doi":"10.1109/mmm.2020.2971407","title":"The Expanded Microwave Week 3MT Competition","year":2020,"lang":"en","type":"article","venue":"IEEE Microwave Magazine","topic":"ICT Impact and Policies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Microwave; Competition (biology); Telecommunications; Computer science; Electrical engineering; Engineering; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.002570314,0.0005759068,0.0003591132,0.0009204991,0.002736851,0.006664668,0.0008409146,0.005857539,0.1436783],"category_scores_gemma":[0.003896117,0.0003154874,0.0006768912,0.0007370892,0.0007334376,0.002195303,0.001626034,0.005104521,0.05958551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001768864,"about_ca_system_score_gemma":0.004613098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009675515,"about_ca_topic_score_gemma":0.03091796,"domain_scores_codex":[0.9971824,0.0001817053,0.00002980165,0.000129812,0.00202135,0.0004549429],"domain_scores_gemma":[0.9973344,0.000368596,0.0001165217,0.0001478083,0.001053169,0.0009796557],"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":[0.00004450962,0.00006041998,0.0001888925,0.00002059489,0.00000359824,0.0001057075,0.0000305932,0.00005146114,0.0008271,0.007613512,0.9766011,0.0144524],"study_design_scores_gemma":[0.0000069946,0.0000324492,0.0007116861,0.00001053133,0.000001872946,0.00003844422,0.00003846399,0.00008048007,0.0003892643,0.000551484,0.9981313,0.000007126912],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005823557,0.003169125,0.002571117,0.05758747,0.03421434,0.0001637344,0.001165206,0.001215093,0.8940904],"genre_scores_gemma":[0.01413774,0.0006843976,0.0003102586,0.01310784,0.003943582,0.00004133441,0.0005576166,0.0002555069,0.9669617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1436783,"threshold_uncertainty_score":0.4806519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955680889449865,"score_gpt":0.221298564881923,"score_spread":0.2017417559874243,"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."}}