{"id":"W4409359096","doi":"10.1016/j.ancene.2025.100475","title":"Past and future climate change in the Zagros region of western Iran","year":2025,"lang":"en","type":"article","venue":"Anthropocene","topic":"Climate variability and models","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"Iran National Science Foundation; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Climate change; Geology; Physical geography; Climatology; Geography; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001954241,0.00006592545,0.00009795268,0.00001982925,0.00006741812,0.000009820423,0.0001135101,0.00004766747,0.00008921491],"category_scores_gemma":[0.000003345262,0.00004506687,0.00001892664,0.0001772917,0.0002470182,0.000105043,0.000107101,0.00006277233,0.000007587872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001790591,"about_ca_system_score_gemma":0.000001392245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005711422,"about_ca_topic_score_gemma":0.0004505381,"domain_scores_codex":[0.9994468,0.00004630597,0.0001233143,0.0001577687,0.00008424035,0.0001415366],"domain_scores_gemma":[0.9997259,0.00003119894,0.00003230574,0.0001939096,0.000002172984,0.00001452121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002393665,0.0001346379,0.9755533,0.00005580556,0.000002325827,0.000006820736,0.002965505,0.000007469393,0.0002903171,0.001376386,0.0002161993,0.01936734],"study_design_scores_gemma":[0.0003168733,0.00005166563,0.9936249,0.00004606166,0.00001069724,0.000007025576,0.0008896064,0.00034197,0.0001778798,0.0008169792,0.00364091,0.00007548641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987518,0.0001269464,0.00003010363,0.007644659,0.00009436271,0.000200251,0.000005731236,0.000008194949,0.004371817],"genre_scores_gemma":[0.9972444,0.001898198,0.00003483907,0.0007493793,0.00004604833,0.00001007478,0.00000253408,0.0000029459,0.00001153891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929186,"threshold_uncertainty_score":0.1837774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947180530305424,"score_gpt":0.2856590337806527,"score_spread":0.2561872284775984,"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."}}