{"id":"W2619212722","doi":"10.1038/ncomms15696","title":"Modelling the role of groundwater hydro-refugia in East African hominin evolution and dispersal","year":2017,"lang":"en","type":"article","venue":"Nature Communications","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Environment Research Council; Sight Research UK","keywords":"Biological dispersal; Groundwater; Ecology; Climate change; Geography; Resource (disambiguation); Earth science; Geology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004846042,0.000312175,0.0004089801,0.0004371856,0.0005672884,0.001303282,0.0007993798,0.001427518,0.002861697],"category_scores_gemma":[0.002604996,0.0004161214,0.0004273441,0.0004953256,0.0008805186,0.001111903,0.0008464177,0.0006636949,0.0001584991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364389,"about_ca_system_score_gemma":0.0009461134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0411646,"about_ca_topic_score_gemma":0.03550683,"domain_scores_codex":[0.999872,0.00006211383,0.000006038348,0.00002469354,0.000006007274,0.00002920735],"domain_scores_gemma":[0.9993075,0.0004288041,0.0001005363,0.0000267755,0.00002849218,0.0001079471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003879862,0.00002475729,0.01398353,0.00001676246,0.0000296449,0.0001080583,0.0001613521,0.9765329,0.0003239924,0.006870078,0.0001701073,0.001740025],"study_design_scores_gemma":[0.0000185129,0.00001989993,0.002280681,0.000007046492,0.00001393405,0.00001927193,0.0001595816,0.9934416,0.00004308858,0.00360815,0.0003807233,0.000007521977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819552,0.0001658718,0.01407677,0.000530811,0.00001572182,0.00001464613,0.0002186785,0.00002798081,0.00299426],"genre_scores_gemma":[0.9951089,0.00009937706,0.003531491,0.00003099396,0.000006128036,0.00002006676,0.00006649431,0.00001005875,0.001126495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0411646,"threshold_uncertainty_score":0.08184999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656320774167492,"score_gpt":0.3026047799818541,"score_spread":0.2760415722401792,"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."}}