{"id":"W2759570612","doi":"10.24043/isj.33","title":"Relational geography of a border island: local development and compensatory destruction on Lieyu, Taiwan","year":2017,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Geography; Economic geography","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":[],"category_scores_codex":[0.0007470827,0.0001290152,0.0002750016,0.00008957913,0.004478015,0.00008275669,0.0001346667,0.00007035043,0.00004786037],"category_scores_gemma":[0.0001384165,0.00009568917,0.00007175011,0.00004657319,0.0008685917,0.0001415073,0.00006528072,0.0002185667,0.000004283507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005556264,"about_ca_system_score_gemma":0.000108907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006865728,"about_ca_topic_score_gemma":0.004895909,"domain_scores_codex":[0.998782,0.00008950982,0.0002920318,0.0001505906,0.0004304585,0.0002553754],"domain_scores_gemma":[0.9991611,0.00009940867,0.0003166639,0.0001116734,0.0002321233,0.00007909446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003630783,0.0001372079,0.7148578,0.00005882156,0.001276338,0.00006180883,0.1357283,0.00007819846,0.000003188476,0.02261194,0.01525335,0.1095701],"study_design_scores_gemma":[0.002235757,0.0003206481,0.5536149,0.0002755185,0.00008568163,0.00005358698,0.1206557,0.00003396369,0.00001291117,0.007137678,0.3151394,0.0004342273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8412325,0.004182229,0.001482752,0.002936607,0.002086043,0.0002263021,0.00001979313,0.00002287166,0.1478109],"genre_scores_gemma":[0.9968123,0.001811625,0.0004635942,0.00003129132,0.000360922,0.000003674767,0.000001095456,0.000005868281,0.0005095596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2998861,"threshold_uncertainty_score":0.996818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04228371623686013,"score_gpt":0.3255242528502829,"score_spread":0.2832405366134227,"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."}}