{"id":"W4240921091","doi":"10.32920/ryerson.14646033","title":"Millennial Readers: An Analysis of Young Adult Escapism","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Toronto Metropolitan University","funders":"","keywords":"Audience measurement; Agency (philosophy); Escapism; Identity (music); Mainstream; Narrative; Young adult; Power (physics); Flourishing; Gender studies; Popular culture; Purchasing power; Psychology; Sociology; Media studies; Social psychology; Political science; Social science; Developmental psychology; Literature; Aesthetics; Art","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":[0.001165374,0.0001471612,0.0001608205,0.002289361,0.002106271,0.002610294,0.0005565836,0.0005875673,0.006927972],"category_scores_gemma":[0.004925788,0.0001158446,0.0001988911,0.002449439,0.001387591,0.002567712,0.00245146,0.0009829702,0.0007045899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483848,"about_ca_system_score_gemma":0.00198782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01429385,"about_ca_topic_score_gemma":0.02189915,"domain_scores_codex":[0.9993912,0.0001979521,0.00006789733,0.00004255971,0.0001540008,0.0001462987],"domain_scores_gemma":[0.9969318,0.001090403,0.000715824,0.00008209988,0.0005196008,0.0006603152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002677742,0.0001709942,0.2129925,0.0001802483,0.000009106814,0.001197448,0.7345314,0.00002567702,0.0001292596,0.005303212,0.009155131,0.03627827],"study_design_scores_gemma":[0.000002232767,0.00004538758,0.2269103,0.0001909417,0.000008946265,0.0003429959,0.7494348,0.00004578817,0.00009561349,0.0005323811,0.0223815,0.000009229599],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658699,0.001312709,0.0001670242,0.003514715,0.00006822516,0.00005331486,0.0003408846,0.00001264184,0.02866059],"genre_scores_gemma":[0.9887213,0.00155029,0.0001748394,0.0006662806,0.0000765089,0.00006827048,0.0002280297,0.00001256631,0.00850195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01429385,"threshold_uncertainty_score":0.02842128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382925237509366,"score_gpt":0.4544602177082882,"score_spread":0.3161676939573516,"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."}}