{"id":"W4412444395","doi":"10.1016/j.quaint.2025.109911","title":"Diversity of birds and mammals uses on the Atacama desert coast, northern Chile (20°S): a case study of the Middle Holocene","year":2025,"lang":"en","type":"article","venue":"Quaternary International","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Teck (Canada)","funders":"","keywords":"Holocene; Desert (philosophy); Diversity (politics); Geography; Geology; Oceanography; Physical geography; Ecology; Archaeology; Paleontology; Biology; Anthropology","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":[0.0003361921,0.00007418889,0.0001196857,0.00006433733,0.000571957,0.00001000194,0.0005234918,0.00003604161,0.00006441031],"category_scores_gemma":[0.000104949,0.00004641385,0.00004744791,0.0001161802,0.0004192338,0.00006174409,0.0007915964,0.00008822234,0.000001438736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003760253,"about_ca_system_score_gemma":0.00006997546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01129587,"about_ca_topic_score_gemma":0.08586854,"domain_scores_codex":[0.9990528,0.0002163976,0.0001778588,0.0001484039,0.0002937009,0.0001108505],"domain_scores_gemma":[0.9993011,0.0002773195,0.0001297725,0.0001621708,0.0001048677,0.00002479058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006240658,0.0002521518,0.9737642,0.000003797024,0.00008625894,0.00005861434,0.022147,0.00002566993,0.00003394172,0.003010084,0.0001153374,0.0004405593],"study_design_scores_gemma":[0.0009801135,0.0002766683,0.9585445,0.00007515018,0.00003880094,0.00004168566,0.03655947,0.0002799127,0.0007211859,0.001704209,0.0006700556,0.0001082499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949964,0.00002251781,0.00001029913,0.002914564,0.0003374833,0.0002382609,0.00005376268,0.000009630367,0.001417122],"genre_scores_gemma":[0.9987153,0.00001666731,0.00001212864,0.000177288,0.00005088908,0.000008319794,0.000001240342,0.000003358461,0.001014785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07457267,"threshold_uncertainty_score":0.995288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05008646019687697,"score_gpt":0.3008902662409232,"score_spread":0.2508038060440462,"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."}}