{"id":"W318106073","doi":"10.1017/9781108989817.017","title":"New Spectrum","year":2021,"lang":"ro","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Legal case studies and regulations","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Spectrum (functional analysis); Computer science; Content (measure theory); Telecommunications; Internet privacy; Mathematics; Physics","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","sts"],"consensus_categories":[],"category_scores_codex":[0.0001410558,0.0004809966,0.0006104278,0.0001392086,0.001956769,0.0001670076,0.0006042294,0.0005635735,0.0002159654],"category_scores_gemma":[0.000020247,0.0005658855,0.0005969205,0.00004033672,0.0007854936,0.0001529106,0.0007618277,0.0006178752,0.00007193098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004629678,"about_ca_system_score_gemma":0.0008402649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01193564,"about_ca_topic_score_gemma":0.0005228307,"domain_scores_codex":[0.997586,0.0001110564,0.0002626412,0.0007958714,0.0006246634,0.0006198082],"domain_scores_gemma":[0.9982544,0.0001195957,0.0002818533,0.0005811633,0.0002169873,0.0005459936],"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":[0.00003015515,0.000009788379,0.000004217685,0.00003214594,0.0002920605,0.0006782851,0.0007226836,0.00000347596,0.000007067805,0.9181888,0.0785716,0.001459784],"study_design_scores_gemma":[0.0005189374,0.00004904571,0.00006931726,0.000178487,0.0004908692,0.00001111239,0.001541496,0.00001137181,0.00005801064,0.00002648659,0.9964072,0.0006376845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008641632,0.0008908486,0.0004582687,0.0009926601,0.001482284,0.0004391863,0.0002222607,0.0001195407,0.9953085],"genre_scores_gemma":[0.003650579,0.001280649,0.0001590673,0.00009663251,0.001502488,2.246916e-7,0.00003809009,0.00004140742,0.9932309],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9181622,"threshold_uncertainty_score":0.9996793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587748223322959,"score_gpt":0.2239413819303809,"score_spread":0.1980638996971513,"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."}}