{"id":"W4390268626","doi":"10.1038/s41558-023-01899-8","title":"Adaptation requires attuning to shifting temporal patterns","year":2023,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Adaptation (eye); Climate change adaptation; Computer science; Climate change; Biology; Ecology; Neuroscience","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":[0.001940617,0.0001517111,0.0002303582,0.0005029174,0.0007259145,0.002746735,0.0007119132,0.0008031023,0.005075108],"category_scores_gemma":[0.007476306,0.0002931019,0.0003168118,0.0007209724,0.002061165,0.003201724,0.002094914,0.0009878306,0.0006732287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175568,"about_ca_system_score_gemma":0.001463324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00447869,"about_ca_topic_score_gemma":0.007268532,"domain_scores_codex":[0.9987351,0.0003799919,0.00008586019,0.0004626329,0.0001648821,0.0001715304],"domain_scores_gemma":[0.9968058,0.000615501,0.0005890845,0.001262832,0.0004349539,0.0002919054],"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":[0.0002415495,0.0002609545,0.1911187,0.0002705827,0.0004445789,0.0006544656,0.0103314,0.04670155,0.05593068,0.3662635,0.009212176,0.3185698],"study_design_scores_gemma":[0.00003766301,0.0001181297,0.3001467,0.0001206071,0.000109102,0.0004906069,0.009732164,0.04320514,0.004286191,0.563978,0.07765857,0.000117127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7117789,0.0005409992,0.1373644,0.01159944,0.0004204502,0.00009986357,0.0003986509,0.0005303356,0.137267],"genre_scores_gemma":[0.9916806,0.000147261,0.004918201,0.0004099979,0.00004135074,0.0000342223,0.00007442771,0.00006458577,0.002629289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005075108,"threshold_uncertainty_score":0.01697791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05586758482248263,"score_gpt":0.3021671949036239,"score_spread":0.2462996100811413,"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."}}