{"id":"W1505818370","doi":"","title":"Global, national and regional intersections in the fiction of Douglas Coupland","year":2007,"lang":"en","type":"dissertation","venue":"Nottingham ePrints (University of Nottingham)","topic":"Short Stories in Global Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globalization; Vision; Romanticism; Sociology; History; Aesthetics; Political science; Art; Art history; Law; Anthropology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006203129,0.0002284773,0.0003250512,0.0002913993,0.0003746026,0.00005273034,0.0003984332,0.0002646126,0.0006221267],"category_scores_gemma":[0.0001365253,0.0002358657,0.0001427214,0.0002271288,0.0003137239,0.0002072498,0.00006707435,0.0004207724,0.000004600924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001744667,"about_ca_system_score_gemma":0.0001142946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002200476,"about_ca_topic_score_gemma":0.01500724,"domain_scores_codex":[0.9984241,0.00006823058,0.0003373821,0.0003526434,0.0006126885,0.000204957],"domain_scores_gemma":[0.9983808,0.0002310829,0.0005414887,0.0002136605,0.0005935142,0.00003946975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001355862,0.0006626635,0.02279505,0.001030598,0.00044548,0.00007259857,0.2931709,0.00008665295,0.00006375052,0.5862304,0.08886228,0.005223783],"study_design_scores_gemma":[0.0009838875,0.0001442332,0.1556661,0.0008614474,0.0001589274,0.00003763411,0.1373833,0.0001833829,0.00001034665,0.002608492,0.7014905,0.0004717751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5195351,0.0002414206,0.00003400696,0.0001460125,0.001794928,0.0003055024,0.0003668557,0.0000356097,0.4775406],"genre_scores_gemma":[0.9920868,0.00004539659,0.000290691,0.00008900652,0.0004512174,0.000001081728,0.0005628996,0.00001379508,0.006459104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6126283,"threshold_uncertainty_score":0.9618325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470048160540359,"score_gpt":0.2642189529695477,"score_spread":0.2395184713641441,"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."}}