{"id":"W2472991368","doi":"10.1175/wcas-d-15-0061.1","title":"Seasons of Stress: Understanding the Dynamic Nature of People’s Ability to Respond to Change and Surprise","year":2016,"lang":"en","type":"article","venue":"Weather Climate and Society","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Calgary","funders":"","keywords":"Vulnerability (computing); Climate change; Surprise; Stressor; Geography; Environmental change; Adaptive capacity; Environmental resource management; Environmental planning; Psychology; Social psychology; Ecology; Environmental science; Computer science","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":[0.002009498,0.0001596525,0.0001667466,0.001022475,0.001790758,0.004000354,0.0005111885,0.0005460388,0.00267097],"category_scores_gemma":[0.004487145,0.0002233848,0.0002325291,0.0008255348,0.00361229,0.003312029,0.001925018,0.0006323942,0.0001118728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224691,"about_ca_system_score_gemma":0.001139785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02251509,"about_ca_topic_score_gemma":0.02937403,"domain_scores_codex":[0.999324,0.0003914028,0.0000293527,0.00007985392,0.00007453397,0.0001009563],"domain_scores_gemma":[0.9980218,0.001047447,0.0003931376,0.000131724,0.0001648406,0.0002410427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007552234,0.00004705052,0.2265605,0.0001461574,0.00005748852,0.0004073546,0.7225415,0.001453836,0.001797275,0.01278246,0.0009690822,0.03316186],"study_design_scores_gemma":[0.000002365466,0.00006079788,0.2572912,0.0001122466,0.00001771352,0.0001533834,0.7145852,0.001732834,0.0002546879,0.01621829,0.009532137,0.00003898932],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786483,0.0003274472,0.002660547,0.001241176,0.00002544573,0.00001492009,0.00006990028,0.00001763797,0.01699466],"genre_scores_gemma":[0.9991695,0.0001205442,0.0003260372,0.00002703958,0.000004898886,0.000007508306,0.00001198139,0.00000205023,0.0003305859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02251509,"threshold_uncertainty_score":0.0447681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05011066205258343,"score_gpt":0.3626966035720642,"score_spread":0.3125859415194808,"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."}}