{"id":"W4392387227","doi":"10.22148/001c.92531","title":"Validation of the Story World Absorption Scale through annotation of online book reviews","year":2024,"lang":"en","type":"article","venue":"Journal of Cultural Analytics","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Annotation; Scale (ratio); Absorption (acoustics); Computer science; Data science; World Wide Web; Information retrieval; Artificial intelligence; Geography; Cartography; Physics; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003801824,0.00006552965,0.0002235556,0.00007030743,0.00006687194,0.00003286641,0.0001012626,0.00002006613,0.0003468472],"category_scores_gemma":[0.00005545847,0.00003250499,0.0001878467,0.00009621184,0.0001095977,0.0005506279,0.000008752414,0.0002009202,0.000007864962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004513967,"about_ca_system_score_gemma":0.00006917188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001924304,"about_ca_topic_score_gemma":0.0001823305,"domain_scores_codex":[0.9989414,0.00006859419,0.0006160776,0.0000472869,0.0002602375,0.00006645163],"domain_scores_gemma":[0.9988803,0.00004497296,0.0005873,0.00007465063,0.0003893558,0.00002343221],"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":[0.000146934,0.0005004824,0.00181418,0.004294158,0.0003878676,0.000008155976,0.2755107,0.002168208,0.01483203,0.1099111,0.5580377,0.03238843],"study_design_scores_gemma":[0.0001596407,0.0001569804,0.001156513,0.001599611,0.0002517627,0.000007366204,0.003969531,0.000370379,0.001988172,0.001873879,0.9883868,0.00007940456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728907,0.01569652,0.00007584091,0.00605938,0.001663795,0.0002174267,0.00003903851,0.000008710918,0.003348545],"genre_scores_gemma":[0.9736967,0.006678548,0.0004582951,0.001285137,0.00230204,0.000001428758,0.00001926559,0.00001124277,0.01554731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4303491,"threshold_uncertainty_score":0.3797733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1028576955874335,"score_gpt":0.342681603623478,"score_spread":0.2398239080360445,"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."}}