{"id":"W3119188983","doi":"10.1007/s10933-020-00167-5","title":"Climate change as the dominant driver of recent ecological changes in a semi-arid alpine lake from the Chinese Loess Plateau","year":2021,"lang":"en","type":"article","venue":"Journal of Paleolimnology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Natural Science Foundation of China","keywords":"Dominance (genetics); Climate change; Environmental science; Ecology; Arid; Physical geography; Precipitation; Regime shift; Ecosystem; Geology; Oceanography; Geography","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001240572,0.0001683272,0.0005564006,0.0001167176,0.0001556148,0.00001418461,0.0006018095,0.0003048421,0.006838736],"category_scores_gemma":[0.0005838436,0.00007929523,0.0001111114,0.0004202219,0.0005926135,0.00008320231,0.00009346242,0.0009074361,0.00009987146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002501053,"about_ca_system_score_gemma":0.0001113257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001433158,"about_ca_topic_score_gemma":0.1581934,"domain_scores_codex":[0.997499,0.001007866,0.0005056767,0.0002135402,0.0002430191,0.000530904],"domain_scores_gemma":[0.9971828,0.001881455,0.0003901904,0.0002688298,0.0001894192,0.00008724254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003618218,0.00008413377,0.9940497,0.00001058947,0.00006998619,0.001252293,0.001117882,0.00006304208,0.0001084349,0.00007190753,0.00006432124,0.00274594],"study_design_scores_gemma":[0.000928717,0.000425901,0.9917985,0.00003689023,0.00003495725,0.00139732,0.0005519073,0.0001765835,0.0002354873,0.001929876,0.002396791,0.000087105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590982,0.005407519,0.000001627202,0.0335069,0.0008041663,0.0001545574,0.00005878964,0.00000384363,0.0009644593],"genre_scores_gemma":[0.9799699,0.01831244,0.00005482701,0.00130585,0.000287058,0.000003392487,0.00003611898,0.00000287391,0.00002760028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.15805,"threshold_uncertainty_score":0.9940692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052932760490424,"score_gpt":0.2810479056813265,"score_spread":0.2505185780764222,"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."}}