{"id":"W4246855901","doi":"10.22215/etd/2012-07386","title":"Trainspotting 2012 : travel, leisure, and everyday life in Hong Kong","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Everyday life; Humanities; Geography; Art; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004637833,0.0004482368,0.0002790036,0.0005113081,0.001597216,0.001940257,0.0003446363,0.000335014,0.005769919],"category_scores_gemma":[0.0005981959,0.0002710153,0.0003732284,0.002227853,0.0004135185,0.001089014,0.001082304,0.0007444736,0.0006194241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003835465,"about_ca_system_score_gemma":0.004435616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6404925,"about_ca_topic_score_gemma":0.7709224,"domain_scores_codex":[0.999803,0.00003564315,0.00001961087,0.00003247473,0.0000281207,0.00008107034],"domain_scores_gemma":[0.9993494,0.00005077842,0.00008713736,0.00002634907,0.0001091362,0.0003772188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002179935,0.0005111526,0.7920301,0.000299836,0.00008994428,0.0009189522,0.1288604,0.0005011219,0.0006170945,0.001123416,0.02790583,0.04692421],"study_design_scores_gemma":[0.000002273531,0.00004422113,0.9301192,0.00005866657,0.00001251394,0.00003154837,0.06139521,0.0001425825,0.00006777752,0.00002746981,0.008082693,0.00001581925],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918392,0.000504629,0.00004649995,0.0005291196,0.00004788834,0.00002092414,0.001761595,0.000007794769,0.005242427],"genre_scores_gemma":[0.9774452,0.001508815,0.0001249027,0.0001263413,0.00002464345,0.0000520975,0.001651864,0.00001499452,0.01905107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6404925,"threshold_uncertainty_score":0.7232494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366568453067867,"score_gpt":0.2181650895711408,"score_spread":0.2044994050404621,"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."}}