{"id":"W4388805857","doi":"10.1080/00223344.2023.2254439","title":"Paradox and Pity: What We Can Learn From Fiji’s Urban Squatter Settlements","year":2023,"lang":"en","type":"article","venue":"Journal of Pacific History","topic":"Island Studies and Pacific Affairs","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Social Sciences, University of California, Irvine; Western University; Western Sydney University; University of Sydney","keywords":"Human settlement; Sociology; Settlement (finance); Centrality; Citizenship; Politics; Population; Urban geography; Political economy; Political science; Geography; Urban planning; Law; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008611642,0.0001133692,0.00026842,0.000135465,0.0003927102,0.0000677672,0.0001570223,0.00008454036,0.0005426906],"category_scores_gemma":[0.00006253574,0.00009677716,0.0001075313,0.0001322246,0.0002565148,0.0002821356,0.00003286073,0.0002454941,0.00008448692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004306098,"about_ca_system_score_gemma":0.0002102131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003900128,"about_ca_topic_score_gemma":0.0007842039,"domain_scores_codex":[0.9985362,0.0001987184,0.0003120193,0.000150849,0.0005063628,0.0002958353],"domain_scores_gemma":[0.9992253,0.0001555153,0.0002532322,0.0001158656,0.0000838854,0.0001661966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002350043,0.00002052118,0.005885372,0.000007843091,0.00006474044,0.00008084575,0.1678293,0.000001945945,0.00003112127,0.0001327317,0.8144296,0.01149251],"study_design_scores_gemma":[0.0002597026,0.00005175953,0.001498707,0.00005408776,0.00002600252,0.000001843362,0.1689389,0.000007196614,0.000001370013,0.0003614659,0.8286973,0.0001017113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4147041,0.09903555,0.0002211722,0.1249263,0.04327932,0.0008394922,0.0001896574,0.0002920638,0.3165123],"genre_scores_gemma":[0.9486398,0.01479262,0.00005537158,0.0002084746,0.001179714,0.000002632036,0.000005889189,0.00001625483,0.03509922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5339357,"threshold_uncertainty_score":0.5942081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03264429794793985,"score_gpt":0.2627719298415293,"score_spread":0.2301276318935894,"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."}}