{"id":"W4308704898","doi":"10.1017/9781108226875.004","title":"Climate Change, Rising Seas, and Endangered Island Nations","year":2022,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Micronesian; Indigenous; Atoll; Geography; Climate change; Government (linguistics); Political science; State (computer science); Face (sociological concept); Small Island Developing States; Position (finance); Ethnology; Oceanography; History; Sociology; Social science; Ecology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003083846,0.0002493244,0.0002648678,0.0003680167,0.001962605,0.0001216108,0.0002657949,0.0002470442,0.00006511575],"category_scores_gemma":[0.00003666936,0.0003435368,0.000106896,0.00003227908,0.0003363636,0.0003170636,0.0002843228,0.0003088645,0.000006940279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005814806,"about_ca_system_score_gemma":0.0001234529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003179404,"about_ca_topic_score_gemma":0.005523225,"domain_scores_codex":[0.9984459,0.0001324775,0.0001641579,0.0004531373,0.00046961,0.0003346827],"domain_scores_gemma":[0.9989439,0.0001816939,0.0002804763,0.0002391659,0.0001862961,0.0001684693],"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":[0.00003042798,0.000007771525,0.00002568796,0.00005760754,0.00003929035,0.00004769231,0.008054548,6.503284e-7,0.000007856025,0.9834778,0.005027252,0.003223377],"study_design_scores_gemma":[0.0003383301,0.00002547605,0.000131734,0.00009678789,0.0001736846,0.000003558473,0.002680143,0.0000512877,0.000007607985,0.00003169241,0.9960997,0.000360056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005040317,0.0004070521,0.00004240675,0.0001875838,0.0003448568,0.0007709747,0.001499289,0.0001735412,0.9960703],"genre_scores_gemma":[0.003950571,0.005280458,0.00007604074,0.00009665346,0.0004283832,0.000006987579,0.0003912034,0.00004923997,0.9897205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9910724,"threshold_uncertainty_score":0.9999017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09880882408444223,"score_gpt":0.2642549571018706,"score_spread":0.1654461330174283,"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."}}