{"id":"W3126756278","doi":"10.1080/17565529.2020.1862739","title":"WAMPUM Adaptation framework: eastern coastal Tribal Nations and sea level rise impacts on water security","year":2021,"lang":"en","type":"article","venue":"Climate and Development","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Sea level rise; Adaptation (eye); Climate change adaptation; Water security; Climate change; Geography; Environmental resource management; Oceanography; Political science; Environmental science; Environmental planning; Environmental protection; Water resources; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003424271,0.0004844557,0.0002107482,0.002152322,0.005426869,0.005484586,0.002107567,0.00316213,0.006941872],"category_scores_gemma":[0.004507473,0.0002218033,0.0006940471,0.002328345,0.005453588,0.003960837,0.01050253,0.003725583,0.000527048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005738239,"about_ca_system_score_gemma":0.01829132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04128347,"about_ca_topic_score_gemma":0.0976603,"domain_scores_codex":[0.9980367,0.001001739,0.0001043019,0.0001454947,0.000332616,0.0003790889],"domain_scores_gemma":[0.9986916,0.0004533847,0.0001528587,0.00008424466,0.0003409944,0.000276892],"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":[0.00001292328,0.00008552317,0.00913054,0.0002633945,0.0000219014,0.001192712,0.02343181,0.002027723,0.000258824,0.8778927,0.02420893,0.061473],"study_design_scores_gemma":[0.00001981854,0.00008285297,0.02561988,0.002414383,0.00005126044,0.0008407718,0.09843482,0.005741985,0.0003855214,0.2896439,0.576687,0.00007786516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07546476,0.00434453,0.05445838,0.1610539,0.001189096,0.001016335,0.001116861,0.0002043069,0.701152],"genre_scores_gemma":[0.8502707,0.004510636,0.07483716,0.01395749,0.000245129,0.001852661,0.0008130988,0.00005962033,0.05345345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04128347,"threshold_uncertainty_score":0.08208632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05096074457030045,"score_gpt":0.2508500115336185,"score_spread":0.1998892669633181,"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."}}