{"id":"W2734914907","doi":"10.1002/fee.1502","title":"Behavioral flexibility as a mechanism for coping with climate change","year":2017,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":431,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Flexibility (engineering); Climate change; Ecology; Adaptive capacity; Behavioral ecology; Coping (psychology); Resource (disambiguation); Environmental resource management; Environmental change; Psychology; Biology; Environmental science; Computer science; Economics","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":[0.0006667525,0.0007489702,0.0008705578,0.001681295,0.0004009372,0.001648579,0.0009985551,0.001478031,0.003471769],"category_scores_gemma":[0.001259773,0.000187378,0.0006246385,0.001410221,0.001212929,0.001613883,0.001068778,0.001422209,0.0009491434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007502561,"about_ca_system_score_gemma":0.001426468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229459,"about_ca_topic_score_gemma":0.00288736,"domain_scores_codex":[0.9997634,0.00006201209,0.0000257997,0.00005791519,0.00005865076,0.0000322165],"domain_scores_gemma":[0.9994647,0.0002904335,0.00009601971,0.00001983124,0.00008376722,0.00004524357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007144061,0.00008404654,0.00219097,0.02658346,0.0003198773,0.0001962429,0.0004664653,0.0009721349,0.001216183,0.02042513,0.0178959,0.9295781],"study_design_scores_gemma":[0.00001362831,0.0001165889,0.01354092,0.01474016,0.0003185475,0.001247826,0.0004684776,0.0003350239,0.000598615,0.0146013,0.9539501,0.00006877783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006521812,0.9954399,0.0002825033,0.0008178286,0.0001652878,0.000007487281,0.00003776368,0.000009927032,0.002587066],"genre_scores_gemma":[0.00542499,0.9932945,0.0002152987,0.000325689,0.0001885776,0.00001133343,0.00004020669,0.000002831079,0.0004964776],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003471769,"threshold_uncertainty_score":0.0116142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09162251460494006,"score_gpt":0.3292265570413791,"score_spread":0.237604042436439,"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."}}