{"id":"W4318955521","doi":"10.1109/map.2022.3223647","title":"Never the Twain Shall Meet? [Turnstile]","year":2023,"lang":"en","type":"article","venue":"IEEE Antennas and Propagation Magazine","topic":"American Literature and Humor Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prologue; Turnstile; Computer science; Art history; Physics; Electrical engineering; Art; Engineering; Literature; Programming language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001946505,0.0001432798,0.0001561388,0.00007671023,0.0005389617,0.000226698,0.000098395,0.00002182584,0.0003664454],"category_scores_gemma":[0.00002086509,0.0000822665,0.00005026433,0.0001071998,0.0003895915,0.000251405,0.00003666476,0.0001061106,0.0003681344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006359727,"about_ca_system_score_gemma":0.00001297733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003200555,"about_ca_topic_score_gemma":0.0002447587,"domain_scores_codex":[0.9992186,0.00004007071,0.0001817887,0.0001930508,0.000152116,0.000214349],"domain_scores_gemma":[0.9995505,0.00007145035,0.00007449838,0.0001464633,0.0001182073,0.00003888435],"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":[0.00007676117,0.00004706475,0.0004711537,0.00009724795,0.0001380907,0.00005106781,0.07493974,0.000007298488,0.002132693,0.3493412,0.5605267,0.01217096],"study_design_scores_gemma":[0.0002197454,0.0001014111,0.00208116,0.00003700682,0.0000328278,0.000007408099,0.003465244,0.0008280026,0.00004362245,0.002560184,0.9904382,0.0001851749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4302462,0.00536526,0.0002883157,0.06576258,0.00518793,0.001763466,0.0003379904,0.001392145,0.4896561],"genre_scores_gemma":[0.931372,0.0002755382,0.00001704189,0.002341303,0.001196926,0.00003809619,0.00002804854,0.00001832307,0.0647127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5011258,"threshold_uncertainty_score":0.4731745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03040467942735011,"score_gpt":0.2396969829161939,"score_spread":0.2092923034888438,"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."}}