{"id":"W2122590699","doi":"10.1016/j.quascirev.2012.12.008","title":"Southern Hemisphere westerly wind changes during the Last Glacial Maximum: model-data comparison","year":2013,"lang":"en","type":"article","venue":"Quaternary Science Reviews","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":176,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Westerlies; Last Glacial Maximum; Climatology; Geology; Southern Hemisphere; Glacial period; Atmospheric sciences; Northern Hemisphere; Global wind patterns; Geomorphology","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":[0.001874182,0.0002143496,0.0003737941,0.00007221074,0.0008721063,0.000215104,0.002732082,0.00008773106,0.002996976],"category_scores_gemma":[0.0000936331,0.0001214756,0.0000506877,0.0004590116,0.001184874,0.0007338469,0.0001903056,0.0003694237,0.01012482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002973156,"about_ca_system_score_gemma":0.0001015682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008107984,"about_ca_topic_score_gemma":0.008946196,"domain_scores_codex":[0.997459,0.000276984,0.0003740198,0.0006401506,0.0004586418,0.0007911995],"domain_scores_gemma":[0.9984247,0.0001027636,0.0001780651,0.001016369,0.00006136902,0.0002167203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009222858,0.00001084198,0.9804344,0.00004829445,0.00000432516,0.000006041921,0.0006211871,0.0002958687,0.0001274897,0.000002248616,0.0002860923,0.018154],"study_design_scores_gemma":[0.0003719855,0.0001707545,0.774445,0.0001402871,0.00002550615,0.0002411515,0.001015346,0.2101588,0.000112696,0.0006518222,0.01216003,0.0005066763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877496,0.006743076,0.00004844227,0.001876152,0.0002387445,0.0006304203,0.00003114769,0.00003326414,0.002649138],"genre_scores_gemma":[0.9965562,0.001226123,0.0004976465,0.0002907389,0.0001292346,0.000007912841,0.00004231474,0.000003919092,0.001245939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2098629,"threshold_uncertainty_score":0.9979144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07528743392412081,"score_gpt":0.3036076599684926,"score_spread":0.2283202260443719,"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."}}