{"id":"W1486002381","doi":"10.7202/1025623ar","title":"Colette Colligan and Margaret Linley, eds. Media, Technology, and Literature in the Nineteenth Century: Image, Sound, Touch. Burlington, VT: Ashgate, 2011. ISBN: 9781409400097. Price: US$104.95/£60.00.","year":2013,"lang":"en","type":"article","venue":"Romanticism and Victorianism on the Net","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Romanticism; Sound (geography); Art history; Art; Media studies; History; Sociology; Physics; Acoustics","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":[0.001176936,0.0002719053,0.0002913333,0.0001836795,0.001031451,0.0007137782,0.0006872299,0.0003652997,0.0001428501],"category_scores_gemma":[0.0003795354,0.0001787184,0.00003405205,0.0006217817,0.0007377898,0.000366149,0.0001422272,0.0005796864,0.00004737155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003793883,"about_ca_system_score_gemma":0.00009294253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009986681,"about_ca_topic_score_gemma":0.0007054977,"domain_scores_codex":[0.9978971,0.0004381272,0.0003497806,0.0004010189,0.000413884,0.0005000177],"domain_scores_gemma":[0.998009,0.0008262966,0.0001974799,0.0006264283,0.0001771505,0.0001637041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001011283,0.0006480854,0.04631103,0.0001920221,0.000153104,0.00003475725,0.4079424,0.000001658303,0.001938427,0.3210067,0.2160462,0.005624548],"study_design_scores_gemma":[0.002035668,0.0004185268,0.1598626,0.0005027053,0.0001635484,0.00004452998,0.05251475,0.0003485552,0.000312559,0.1580633,0.6246062,0.001127067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294943,0.01023725,0.00001533965,0.05302271,0.001328167,0.001319424,0.00003015965,0.00008870465,0.004464009],"genre_scores_gemma":[0.9686676,0.02789523,0.0003152591,0.001619567,0.0009426081,0.0001213349,0.00005477511,0.00002419404,0.0003593991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.40856,"threshold_uncertainty_score":0.7933194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009460938490083375,"score_gpt":0.25265937282872,"score_spread":0.2431984343386366,"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."}}