{"id":"W7011292118","doi":"","title":"LISTENING TO WRITING: a sociolinguistic enquiry into the creation of meaning and effect in modern American literature, focusing on the work of Kurt Vonnegut and George Saunders.","year":2011,"lang":"en","type":"dissertation","venue":"Sussex Research Online (University of Sussex)","topic":"American Political and Social Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Meaning (existential); George (robot); Active listening; Conversation; Sociolinguistics; American literature; White (mutation); Alienation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005714462,0.0005015528,0.0003073144,0.002074427,0.01009107,0.009162693,0.0009940037,0.002368682,0.001785605],"category_scores_gemma":[0.007626213,0.0003065001,0.0001817147,0.001139764,0.03107019,0.009004825,0.004240947,0.00459818,0.0002641293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003060529,"about_ca_system_score_gemma":0.003743524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005511004,"about_ca_topic_score_gemma":0.01218335,"domain_scores_codex":[0.996886,0.002370856,0.0000708315,0.0002088402,0.0003103843,0.0001530586],"domain_scores_gemma":[0.9922019,0.006692353,0.000291497,0.0002130639,0.0003142379,0.0002869484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001094894,0.00001823477,0.0002993681,0.00006011931,0.000002349238,0.000191283,0.8742073,0.00003317477,0.0003046277,0.105563,0.003063399,0.01624623],"study_design_scores_gemma":[0.000008496941,0.00005258965,0.001450336,0.0007147555,0.000008942845,0.0006084206,0.5700709,0.0002226035,0.0008512734,0.06327587,0.3627084,0.00002734994],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4041615,0.0653077,0.02700704,0.08983934,0.003282168,0.0001828338,0.00007040493,0.0001798311,0.4099691],"genre_scores_gemma":[0.9552342,0.01142044,0.004768024,0.005171933,0.0006495601,0.0001102229,0.00001997313,0.0001174145,0.02250821],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01009107,"threshold_uncertainty_score":0.03022134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083703827291098,"score_gpt":0.3161136991063245,"score_spread":0.2752766608334136,"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."}}