{"id":"W4388504505","doi":"10.7202/1106556ar","title":"Bedtime Stories: Audiobooks, Podcasts, and Reading as Listening (and Sleeping)","year":2023,"lang":"en","type":"article","venue":"Intermédialités Histoire et théorie des arts des lettres et des techniques","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Bedtime; Active listening; Reading (process); Subjectivity; Sleep (system call); Psychology; Linguistics; Communication; Computer science; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["sts"],"category_scores_codex":[0.001687321,0.0004927717,0.0005950055,0.0004899469,0.001839487,0.0008495289,0.0004445423,0.0003037897,0.00004910578],"category_scores_gemma":[0.002259287,0.0005093262,0.0001742177,0.0005171328,0.004282798,0.001640467,0.0003246974,0.0004287456,0.00002806809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005870807,"about_ca_system_score_gemma":0.0001890707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004487098,"about_ca_topic_score_gemma":0.00248187,"domain_scores_codex":[0.9966897,0.0004091124,0.0006042769,0.0007717081,0.0005700178,0.0009552168],"domain_scores_gemma":[0.997679,0.000936668,0.0002369099,0.000411471,0.0002544992,0.0004814281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001232053,0.00007186144,0.005691885,0.000288928,0.000107028,0.0004949813,0.106227,0.000001186349,0.002310963,0.1717406,0.008223645,0.7047188],"study_design_scores_gemma":[0.0003736474,0.0006031285,0.00229179,0.001730229,0.00009566388,0.0002161084,0.009787145,0.0000328493,0.003007356,0.06265796,0.9180089,0.00119521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4065856,0.002490145,0.0007610439,0.002593152,0.0009735848,0.0007985648,0.00006760682,0.003426591,0.5823037],"genre_scores_gemma":[0.9579973,0.002601966,0.004103426,0.001149027,0.0005778281,0.0001708379,0.00004026893,0.0001275044,0.0332318],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9097853,"threshold_uncertainty_score":0.9997358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0390117914550443,"score_gpt":0.3292945558943513,"score_spread":0.290282764439307,"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."}}