{"id":"W2266233996","doi":"10.1038/nclimate2863","title":"National-level progress on adaptation","year":2015,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":201,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Adaptation (eye); Climate change adaptation; Climate change; United Nations Framework Convention on Climate Change; Environmental resource management; Political science; Environmental planning; Geography; Economics; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.001446829,0.0001857684,0.0001647763,0.0002478816,0.0004360467,0.000142571,0.0002348018,0.0004473345,0.0001066426],"category_scores_gemma":[0.0008003901,0.000184094,0.00006469486,0.0005937588,0.0001568041,0.0006602326,0.00003627569,0.0003412509,0.0003601803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006883412,"about_ca_system_score_gemma":0.000211479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002631568,"about_ca_topic_score_gemma":0.009697746,"domain_scores_codex":[0.9973562,0.0001974326,0.0002323541,0.0003577449,0.001400733,0.0004554846],"domain_scores_gemma":[0.9981977,0.0001489834,0.0002035437,0.0001618518,0.001071185,0.0002167113],"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":[0.0003345176,0.0005704834,0.006733258,0.0001014013,0.00004181918,0.00002184989,0.2713578,0.00006025224,0.00006770594,0.62314,0.04203065,0.05554025],"study_design_scores_gemma":[0.004378328,0.0007905326,0.07208672,0.0005964391,0.0001132307,0.00001114589,0.1423828,0.006421011,0.0005014103,0.02907569,0.7415749,0.002067735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4389706,0.00781759,0.0002606776,0.1029861,0.01306963,0.006954749,0.001644475,0.002442063,0.4258541],"genre_scores_gemma":[0.9918815,0.0005260954,0.001075862,0.002351243,0.002778367,0.0002965559,0.0004762784,0.00003920532,0.0005748663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6995443,"threshold_uncertainty_score":0.7507135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3829436913119979,"score_gpt":0.4062372555202213,"score_spread":0.02329356420822343,"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."}}