{"id":"W4394582192","doi":"10.1088/1748-9326/ad3bd3","title":"Anthropogenic influence on altitudinally amplified temperature change in the Tibetan Plateau","year":2024,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Natural Science Foundation of China","keywords":"Plateau (mathematics); Climate change; Climatology; Environmental science; Physical geography; Atmospheric sciences; Geography; Geology; Oceanography","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":["insufficient_payload"],"category_scores_codex":[0.0008538128,0.000140947,0.00009734469,0.0001813366,0.0002520804,0.0002246311,0.0003802132,0.00006332149,0.004633799],"category_scores_gemma":[0.00001394947,0.0000913927,0.00004965668,0.0003280005,0.0003367247,0.0002687501,0.00002970493,0.000738297,0.002579055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004030297,"about_ca_system_score_gemma":0.00001090131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178956,"about_ca_topic_score_gemma":0.003489906,"domain_scores_codex":[0.9979417,0.0002429814,0.0001322567,0.0003685604,0.0007689168,0.0005455445],"domain_scores_gemma":[0.9992518,0.0004009464,0.00001108426,0.0002481994,0.000001815662,0.0000861724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001505538,0.00009634665,0.8845611,0.00007895338,0.00003231808,0.002119576,0.008723179,0.000304144,0.07862103,0.00006295476,0.008492227,0.01675764],"study_design_scores_gemma":[0.0001162351,0.0001659822,0.9832558,0.00007360298,0.000002889572,0.00002631805,0.0006016494,0.000270086,0.0003037484,0.00003677729,0.01501411,0.0001327996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853421,0.001797741,1.280217e-7,0.0113112,0.000152434,0.0003698896,0.0006068794,0.00001649752,0.0004031359],"genre_scores_gemma":[0.9933491,0.001122451,0.000003432076,0.004571701,0.0002828755,0.00001645517,0.0005812256,0.000007012449,0.0000657192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09869473,"threshold_uncertainty_score":0.9981976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08406548578785647,"score_gpt":0.3336596663321627,"score_spread":0.2495941805443062,"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."}}