{"id":"W4379512250","doi":"10.32920/23302211","title":"My Master’s Thesis, but it’s a podcast (about podcasts)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Radio, Podcasts, and Digital Media","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Centre for Social Innovation; York University; University of Toronto","funders":"","keywords":"Storytelling; Pace; Focus (optics); Media studies; Sociology; Narrative; Art; Literature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252611,0.000436916,0.0003399907,0.0004789908,0.003052528,0.008804154,0.0005485558,0.001386879,0.1239354],"category_scores_gemma":[0.006666373,0.0001667772,0.0003190971,0.0004654513,0.002063899,0.00381584,0.002895171,0.003764673,0.06474255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007351,"about_ca_system_score_gemma":0.00251108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243826,"about_ca_topic_score_gemma":0.003016489,"domain_scores_codex":[0.9991354,0.000229938,0.00003196914,0.0001614194,0.000323389,0.0001179497],"domain_scores_gemma":[0.9974947,0.0003710099,0.0001454457,0.0001541362,0.0007926253,0.001042141],"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":[0.00003066778,0.00005618453,0.0007306856,0.0002350088,0.000004710845,0.00009330556,0.005322783,0.00006452064,0.0006406642,0.03005736,0.9028217,0.05994238],"study_design_scores_gemma":[0.000003412483,0.00001628492,0.0005316443,0.0002009067,0.000001993122,0.00006877242,0.002831098,0.00002899739,0.0001754632,0.00212139,0.9940152,0.000004945078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01246698,0.008609291,0.005127182,0.2592552,0.04039028,0.0003130406,0.002099468,0.0008930741,0.6708454],"genre_scores_gemma":[0.09651013,0.007245772,0.002996846,0.0207444,0.005990149,0.0002587656,0.0008596648,0.0009854973,0.8644089],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1239354,"threshold_uncertainty_score":0.4146052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.151849543955829,"score_gpt":0.3434196232203727,"score_spread":0.1915700792645437,"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."}}