{"id":"W7052806043","doi":"","title":"From souvenirs of Canada to global dystopia: nostalgic Canada and a globalized world in the work of Douglas Coupland","year":2021,"lang":"en","type":"dissertation","venue":"University of Birmingham Institutional Research Archive (University of Birmingham)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmopolitanism; Globalization; Citizenship; Alienation; Identity (music); Depiction; Dystopia; Postmodernism; Transnationalism; Cultural globalization","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":[0.001527218,0.0006563556,0.0003996216,0.001673313,0.04069753,0.01215789,0.001354435,0.002286559,0.004682847],"category_scores_gemma":[0.002035707,0.0002700172,0.0002544922,0.00301134,0.0352799,0.00353874,0.00412388,0.004762146,0.0003406883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1040076,"about_ca_system_score_gemma":0.07060736,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9594274,"about_ca_topic_score_gemma":0.983567,"domain_scores_codex":[0.9981272,0.0005573363,0.00002241879,0.000224268,0.0004844947,0.0005843603],"domain_scores_gemma":[0.9987291,0.000401486,0.00006606402,0.00005207831,0.0002892313,0.0004620886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003002027,0.00002163318,0.001671264,0.00008240366,0.000009409478,0.0008544989,0.5650164,0.0002828254,0.0002888895,0.27822,0.1341591,0.01936365],"study_design_scores_gemma":[0.000003570879,0.000007351942,0.001718339,0.0002775972,0.000007759173,0.000289859,0.2912347,0.00009508665,0.0001328967,0.007866176,0.6983304,0.0000362431],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1954297,0.07099661,0.001808624,0.2079194,0.002937213,0.0000719175,0.0002435561,0.0001588501,0.5204342],"genre_scores_gemma":[0.8669459,0.01651468,0.0008654927,0.0103069,0.0002466194,0.0000399301,0.00007188521,0.0001595943,0.1048491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1040076,"threshold_uncertainty_score":0.7546313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363333207551238,"score_gpt":0.2446563272479638,"score_spread":0.2310229951724514,"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."}}