{"id":"W4239372583","doi":"10.1109/mmm.2013.2250633","title":"EPEPS 2013","year":2013,"lang":"en","type":"article","venue":"IEEE Microwave Magazine","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006806114,0.0008904235,0.0004816752,0.001644313,0.001280888,0.004167038,0.001044105,0.001484136,0.5261972],"category_scores_gemma":[0.001141712,0.000351252,0.0004739187,0.0009559517,0.0004819625,0.001393844,0.001678505,0.001562992,0.4479711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009867046,"about_ca_system_score_gemma":0.001677944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003325709,"about_ca_topic_score_gemma":0.01068884,"domain_scores_codex":[0.9996004,0.0000272126,0.00001141951,0.00004860089,0.0002349752,0.00007737154],"domain_scores_gemma":[0.9992117,0.00005676052,0.00002697561,0.00009889246,0.0004172633,0.0001884364],"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":[0.00006844387,0.00005433313,0.0001558327,0.00008121649,0.000007054014,0.00007972763,0.00002304351,0.0001662196,0.001479854,0.003532808,0.8500459,0.1443056],"study_design_scores_gemma":[0.000006119755,0.00002297143,0.0004372164,0.00003858369,0.000004773881,0.00007500481,0.00002692549,0.0002147958,0.0007010967,0.0008575086,0.99761,0.000005151891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001299719,0.001764552,0.005743841,0.002593708,0.007004534,0.0001384261,0.0009674456,0.001652395,0.9788352],"genre_scores_gemma":[0.001583557,0.0007386759,0.0006028923,0.0003114519,0.0003759415,0.0000221313,0.0004527794,0.0001684802,0.995744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4738028,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530054059729342,"score_gpt":0.2328117662148034,"score_spread":0.21751122561751,"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."}}