{"id":"W30072918","doi":"10.3389/fphys.2018.00948","title":"Utvecklandet av en metod för automatisk analys av systemprestanda i specifika testfall för radiobasstationer","year":2013,"lang":"en","type":"dissertation","venue":"Frontiers in Physiology","topic":"Engineering and Test Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Mathematics; Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002506333,0.0006826915,0.001381189,0.0007693726,0.00006167444,0.00006479041,0.0004993631,0.0008109067,0.0001001334],"category_scores_gemma":[0.00009149292,0.000683066,0.0002056503,0.0004619157,0.00003495886,0.0001922694,0.00002117616,0.0007578474,0.0001553022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004670455,"about_ca_system_score_gemma":0.00006974139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002829508,"about_ca_topic_score_gemma":0.0001180713,"domain_scores_codex":[0.997324,0.0002042167,0.0009035713,0.0006195294,0.0002971138,0.0006516042],"domain_scores_gemma":[0.9986874,0.0001668156,0.0002106063,0.0006926039,0.00009670148,0.0001458785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001010283,0.0001586606,0.004898634,0.008097902,0.002676259,0.0001085891,0.006621491,0.5551216,0.01813072,0.0009400231,0.3971072,0.006037883],"study_design_scores_gemma":[0.002654616,0.0002404705,0.191735,0.002179709,0.0005031715,0.00003329374,0.003831763,0.7695633,0.001824068,0.002181716,0.02179322,0.003459659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8923439,0.02004258,0.02533781,0.00002545604,0.03626117,0.002397874,0.0003988347,0.00274486,0.02044749],"genre_scores_gemma":[0.9806436,0.0006314123,0.006660555,0.00001399287,0.000925826,0.0004899469,0.003316088,0.0002871477,0.007031465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.375314,"threshold_uncertainty_score":0.999562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004994799012974247,"score_gpt":0.2074721793475753,"score_spread":0.202477380334601,"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."}}