{"id":"W2031661055","doi":"10.1111/j.1466-822x.2006.00256.x","title":"Simulated ecosystem threshold responses to co-varying temperature, precipitation and atmospheric CO2 within a region of Amazonia","year":2006,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Climate variability and models","field":"Environmental Science","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Amazon rainforest; Ecosystem; Precipitation; Ecology; Environmental science; Atmospheric sciences; Geography; Climatology; Physical geography; Biology; Meteorology; Geology","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":[0.0002750687,0.0001283732,0.00019067,0.00002045768,0.000150508,0.00002262364,0.00007356186,0.000174625,0.00002780276],"category_scores_gemma":[0.0000255633,0.0001127125,0.00004171568,0.0004559999,0.0002088508,0.0001026856,0.00007987922,0.00005860928,0.000006024703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003573565,"about_ca_system_score_gemma":0.00000812233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006852054,"about_ca_topic_score_gemma":0.00119199,"domain_scores_codex":[0.9990181,0.00009912385,0.0002550457,0.0003342081,0.0000951963,0.0001982921],"domain_scores_gemma":[0.999599,0.00008620836,0.00009434584,0.0001329669,0.0000158949,0.00007155551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003124351,0.00008359333,0.9892309,0.00002226587,0.00001592704,0.000006860877,0.0001029601,0.006332388,0.002989305,0.0004941964,0.0003224288,0.00008677875],"study_design_scores_gemma":[0.0005414791,0.0003959898,0.9911683,0.00002454558,0.00003379092,0.0000374115,0.00007129084,0.003223639,0.0003487418,0.003615998,0.0003685804,0.0001702046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984292,0.00009939245,0.00002018751,0.0001834722,0.00008138236,0.000346875,0.00009020724,0.00003425892,0.0007150105],"genre_scores_gemma":[0.9989093,0.00002934887,0.00080796,0.0001987252,0.000009456869,0.000008893931,0.00002005272,0.000003887686,0.00001239099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003121802,"threshold_uncertainty_score":0.459628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007919601357020094,"score_gpt":0.228167574503755,"score_spread":0.2202479731467349,"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."}}