{"id":"W4301431330","doi":"10.1177/09596836221121766","title":"Buffering new risks? Environmental, social and economic changes in the Turkana Basin during and after the African Humid Period","year":2022,"lang":"en","type":"article","venue":"The Holocene","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta; University of British Columbia","funders":"National Geographic Society; National Science Foundation","keywords":"Pastoralism; Herding; Geography; Fishing; Ecology; Livestock; Archaeology; Forestry","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":[0.0005630342,0.00007740252,0.00009390737,0.00003138801,0.0008415435,0.00003459015,0.0002389046,0.00002901159,0.002000776],"category_scores_gemma":[0.000004431083,0.00004187357,0.00001591643,0.00004629764,0.000351033,0.0000353849,0.00008857609,0.0003015231,0.00002898644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002448475,"about_ca_system_score_gemma":0.00001234922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009459864,"about_ca_topic_score_gemma":0.002525189,"domain_scores_codex":[0.9990947,0.0003555702,0.00006874074,0.0001534406,0.00007905318,0.0002484584],"domain_scores_gemma":[0.9996806,0.0001464168,0.00002626452,0.0001187385,6.039394e-7,0.00002741075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000111443,0.00000362554,0.9935179,0.00000295985,0.00000827207,0.00002157213,0.005331033,0.00004689915,0.000002285345,0.000006763162,0.00004707674,0.0009002088],"study_design_scores_gemma":[0.0001762201,0.00004839567,0.994346,7.752774e-7,0.000007174641,0.0002080484,0.004350022,0.000133285,0.00001465064,0.0001942453,0.0004654411,0.00005570285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808316,0.001920414,7.526029e-8,0.01649947,0.00004771924,0.0001373451,0.00002595463,0.000005163465,0.0005322825],"genre_scores_gemma":[0.9989374,0.0003320303,0.000002793714,0.0005098253,0.00007181072,0.00001041599,0.000006658744,0.000002062227,0.0001270602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01810576,"threshold_uncertainty_score":0.9989116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545171249282661,"score_gpt":0.2319249669850726,"score_spread":0.206473254492246,"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."}}