{"id":"W2989593400","doi":"10.1038/s41558-019-0640-4","title":"Meeting the looming policy challenge of sea-level change and human migration","year":2019,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Koninklijk Nederlands Instituut voor Onderzoek der Zee; Universiteit Utrecht; Ulster University; York University; National Socio-Environmental Synthesis Center; Ohio State University; Oregon State University; Princeton University; Arizona State University; Florida State University; King's College London; Boston College; School of Politics and Global Studies, Arizona State University; Brown University; National Science Foundation","keywords":"Looming; Climate change; Greenhouse gas; Natural resource economics; Key (lock); Environmental resource management; Sea level rise; Environmental planning; Environmental science; Oceanography; Economics; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007216778,0.0004006504,0.0006846462,0.0008168261,0.003453925,0.008222885,0.001019855,0.01259912,0.01191799],"category_scores_gemma":[0.01325241,0.0001886711,0.0003585855,0.00125435,0.007099574,0.009177012,0.004689002,0.01040886,0.001283599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002955156,"about_ca_system_score_gemma":0.01067256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0093796,"about_ca_topic_score_gemma":0.01697424,"domain_scores_codex":[0.9978033,0.001009929,0.00007963028,0.000201521,0.000436052,0.0004696142],"domain_scores_gemma":[0.9923444,0.0039219,0.0008639551,0.0002660807,0.001127793,0.001475834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001612452,0.0001946892,0.005051623,0.0007033793,0.00005772758,0.0003528865,0.00323889,0.003599334,0.001264005,0.6756594,0.203521,0.1061959],"study_design_scores_gemma":[0.00003526107,0.00006945452,0.006470392,0.0007245974,0.00002324521,0.0002312571,0.01207737,0.002773876,0.0002810427,0.5338439,0.4434014,0.00006827171],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009435248,0.007235953,0.001600702,0.960251,0.003293313,0.000004787163,0.00007561156,0.0000248411,0.01807854],"genre_scores_gemma":[0.6370782,0.03741643,0.004447861,0.2819462,0.02205425,0.00007100365,0.0001735833,0.00008140491,0.01673108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01259912,"threshold_uncertainty_score":0.03986961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1967555137038074,"score_gpt":0.3713339942072292,"score_spread":0.1745784805034218,"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."}}