{"id":"W7015271980","doi":"","title":"The Sinking Nation of Kiribati","year":2013,"lang":"en","type":"article","venue":"UA Campus Repository (The University of Arizona)","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Climate change; Quarter (Canadian coin); Global warming; State (computer science); Population growth; Standard of living; Small Island Developing States","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003727242,0.00005689329,0.00008333178,0.00004656738,0.001531326,0.00003865007,0.0003181548,0.00006568895,0.00004995133],"category_scores_gemma":[0.0001117772,0.00004674186,0.00006613653,0.0002028949,0.0006426758,0.0002841454,0.00004174843,0.00007240754,0.00001561477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001452253,"about_ca_system_score_gemma":0.0001331007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031753,"about_ca_topic_score_gemma":0.006300107,"domain_scores_codex":[0.9990581,0.000204492,0.0001276682,0.0001075044,0.0003755881,0.0001266088],"domain_scores_gemma":[0.9987108,0.0003610428,0.0002965183,0.0001798285,0.0004177251,0.00003407746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001395084,0.0002941835,0.05851945,0.0001062633,0.0003054822,0.000009952068,0.5764077,0.001105908,0.1058793,0.1723229,0.02780624,0.05710315],"study_design_scores_gemma":[0.001205311,0.0002946459,0.1992938,0.0001867698,0.000256747,0.000008549175,0.4885464,0.007362066,0.01009207,0.01215307,0.2799934,0.0006070584],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440171,0.000113783,0.0007420227,0.002971256,0.0004809663,0.0004168147,0.00000203249,0.0000436089,0.05121246],"genre_scores_gemma":[0.9933513,0.00006999013,0.0002362541,0.00001656021,0.00008483684,5.252135e-7,0.000004334882,0.000004207684,0.00623197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2521872,"threshold_uncertainty_score":0.9997686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03453115494713851,"score_gpt":0.2276571617961632,"score_spread":0.1931260068490246,"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."}}