{"id":"W2075781425","doi":"10.1068/a45311","title":"Performative Vulnerability: Climate Change Adaptation Policies and Financing in Kiribati","year":2013,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Vulnerability (computing); Performative utterance; Climate change; Performativity; Technocracy; Government (linguistics); Adaptation (eye); Political economy of climate change; Governmentality; Political science; Environmental resource management; Political economy; Sociology; Economics; Politics; Ecology; 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":[0.002027206,0.0002266934,0.0001497816,0.0009315405,0.007407062,0.004109601,0.0007069212,0.0009065333,0.002908818],"category_scores_gemma":[0.003907928,0.0001601678,0.0001410363,0.001283092,0.009152863,0.00187516,0.006019931,0.001522816,0.0001113181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01000691,"about_ca_system_score_gemma":0.00605681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04970884,"about_ca_topic_score_gemma":0.07787673,"domain_scores_codex":[0.9983748,0.0005988843,0.00005292809,0.00007841662,0.0001891601,0.000705821],"domain_scores_gemma":[0.9983208,0.0005850375,0.0005849682,0.00009885764,0.00010897,0.0003013417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002406771,0.0002426955,0.214395,0.000174555,0.00005849669,0.004361559,0.3814477,0.004395006,0.00291113,0.3465276,0.002242488,0.04300306],"study_design_scores_gemma":[0.00002994353,0.0001470277,0.2718943,0.000295767,0.00003338639,0.0008207282,0.6124241,0.003637636,0.001716201,0.05732197,0.05158296,0.00009591894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9620956,0.0001595576,0.0003940045,0.00304101,0.00001491364,0.00001538564,0.00001680843,0.000004215321,0.0342585],"genre_scores_gemma":[0.9992204,0.0000605555,0.00006270361,0.00004910223,0.000002450314,0.000004156669,0.000003890882,8.359999e-7,0.0005958795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04970884,"threshold_uncertainty_score":0.09883898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08601991399990881,"score_gpt":0.2715831194150485,"score_spread":0.1855632054151397,"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."}}