{"id":"W1844451985","doi":"10.1111/j.1541-0064.2007.00181.x","title":"Fixed links and the engagement of islandness: reviewing the impact of the Confederation Bridge","year":2007,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Ingenuity; Bridge (graph theory); Argument (complex analysis); Symbol (formal); Closing (real estate); History; Identity (music); Section (typography); Value (mathematics); Political science; Environmental ethics; Epistemology; Law; Aesthetics; Philosophy; Computer science; Business; Advertising","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003049226,0.0001966222,0.0003539115,0.0004077806,0.002784147,0.00008162631,0.0004637881,0.0001324244,0.00003122943],"category_scores_gemma":[0.0004095973,0.00009557536,0.0004208075,0.001680978,0.004848738,0.0000854606,0.00005085141,0.0003007797,2.864848e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005223033,"about_ca_system_score_gemma":0.0002742876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8614213,"about_ca_topic_score_gemma":0.9942147,"domain_scores_codex":[0.9980583,0.0003997727,0.0004267234,0.0001980411,0.000269965,0.0006472098],"domain_scores_gemma":[0.9982067,0.0006762958,0.0002649996,0.0003809646,0.0002554031,0.0002156518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000122188,0.00002672733,0.4842847,0.0001229202,0.0009641995,0.000009116793,0.1908138,0.00002915475,0.00002979729,0.280389,0.0175414,0.02566695],"study_design_scores_gemma":[0.0009087688,0.000110335,0.6937141,0.0001868479,0.0002032972,0.000008020603,0.2208929,0.00001646141,0.00002298616,0.002297916,0.0812806,0.0003577836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.954179,0.006502994,0.000007639588,0.004856967,0.0006193793,0.0010287,0.0001024164,0.00001505362,0.03268789],"genre_scores_gemma":[0.9927362,0.006756193,0.000006056499,0.0001901142,0.0001311538,0.00002125767,0.000005220257,0.00001052375,0.000143238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2780911,"threshold_uncertainty_score":0.9985141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945680273821503,"score_gpt":0.2587943320171058,"score_spread":0.2393375292788907,"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."}}