{"id":"W2071927928","doi":"10.1177/2043820612443779","title":"Economic geography: Island life","year":2012,"lang":"en","type":"article","venue":"Dialogues in Human Geography","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cultural geography; Expansionism; Politics; Sociology; Critical geography; Archipelago; Economic geography; Human geography; Economics; Economy; Positive economics; Geography; 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":[0.0005274193,0.0003792524,0.0003424734,0.001212411,0.003218749,0.006099681,0.0006586924,0.001502764,0.01583353],"category_scores_gemma":[0.001379259,0.0001292215,0.0001852704,0.0031217,0.01122918,0.005266118,0.003767949,0.002730431,0.001646743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003368362,"about_ca_system_score_gemma":0.001674365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01811311,"about_ca_topic_score_gemma":0.01820768,"domain_scores_codex":[0.9995143,0.0002801408,0.00001193993,0.00004885316,0.00007058786,0.00007423969],"domain_scores_gemma":[0.999504,0.0001428335,0.00004472249,0.00007418719,0.00009531957,0.0001389844],"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":[0.000007254529,0.00001126814,0.0008250079,0.00008498297,0.000005187852,0.0001563686,0.006314761,0.0001586359,0.00007233139,0.9324766,0.03878949,0.02109807],"study_design_scores_gemma":[0.000002193545,0.000008926884,0.002760303,0.0002432117,0.000003135969,0.0001145406,0.008077993,0.0001243963,0.00002550759,0.1317295,0.8569022,0.000008183945],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01654859,0.0550962,0.00326505,0.09654653,0.001721,0.00002247151,0.0002634813,0.00007354002,0.8264631],"genre_scores_gemma":[0.7051346,0.06323917,0.00316711,0.008965784,0.002770455,0.0001010107,0.0003963839,0.0001599869,0.2160654],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01811311,"threshold_uncertainty_score":0.05296844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0237532265113972,"score_gpt":0.2816258332961365,"score_spread":0.2578726067847393,"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."}}