{"id":"W2594260982","doi":"10.5149/northcarolina/9781469633138.001.0001","title":"Reality Radio, Second Edition","year":2017,"lang":"en","type":"book","venue":"University of North Carolina Press eBooks","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Radio program; Media studies; Performance art; History; Art; Visual arts; Sociology; Art history; Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002810713,0.0002471574,0.0005285828,0.0001170504,0.0007817513,0.00005527082,0.0009771142,0.0004465476,0.0001467773],"category_scores_gemma":[0.00008127809,0.0003215039,0.0003010824,0.000009032545,0.001675422,0.0002887163,0.000152245,0.0003777181,0.00001788361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003115897,"about_ca_system_score_gemma":0.00117472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009761827,"about_ca_topic_score_gemma":0.06355944,"domain_scores_codex":[0.9982727,0.0001285379,0.0001987251,0.0004179835,0.0006189255,0.0003630826],"domain_scores_gemma":[0.9980349,0.0001373003,0.0005945772,0.0006408058,0.0002773654,0.0003150688],"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":[0.0002222064,0.00007314089,0.001647139,0.0005334778,0.0003213799,0.0004224171,0.02228874,0.000008428815,8.722234e-7,0.02192013,0.8970162,0.05554591],"study_design_scores_gemma":[0.0003747883,0.00004915623,0.005226381,0.0001086584,0.0001290732,0.000002412469,0.00009361801,0.000003413154,0.000005008763,0.001381215,0.9923219,0.0003043895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001431149,0.0001679272,0.00002738789,0.0000310384,0.0009616871,0.0004113965,0.0008388446,0.00008734324,0.9960432],"genre_scores_gemma":[0.02537926,0.0002209994,0.00003870819,0.00001946744,0.001298362,4.400411e-7,0.0001860772,0.00002040983,0.9728363],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09530573,"threshold_uncertainty_score":0.9999237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04553478754825704,"score_gpt":0.2511365704794409,"score_spread":0.2056017829311839,"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."}}