{"id":"W3089773433","doi":"10.1038/s41598-020-72963-y","title":"Compound specific isotope analysis of lipid residues provides the earliest direct evidence of dairy product processing in South Asia","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"Nehru Trust for the Indian Collections; University of Toronto; McMaster University","keywords":"Indus; Domestication; Livestock; Pastoralism; Human settlement; Civilization; Ungulate; Geography; Product (mathematics); Biology; Archaeology; Ecology; Habitat","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001397119,0.0001173371,0.0003397688,0.0001422645,0.0003107757,0.00003989062,0.0002390167,0.00002498129,0.0002395677],"category_scores_gemma":[0.0002384901,0.00007514766,0.00009434258,0.001587676,0.001639433,0.0002470768,0.00007817539,0.0001077891,0.000008333077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004674187,"about_ca_system_score_gemma":0.00006029357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001402694,"about_ca_topic_score_gemma":0.0008573348,"domain_scores_codex":[0.9980416,0.0001165437,0.0005422918,0.0006038359,0.0004699801,0.0002257708],"domain_scores_gemma":[0.9990318,0.00009514098,0.0004300479,0.0003474524,0.00004074945,0.00005485361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003639593,0.00001750725,0.9846176,0.00005914522,0.00003442213,0.00003646172,0.008030267,0.003194829,0.001142314,0.000002144619,0.0003087614,0.00252017],"study_design_scores_gemma":[0.00003422139,0.00005512682,0.9912369,0.00008084982,0.00007116602,0.000005121406,0.001573503,0.0008159261,0.003724663,0.0001461244,0.002158584,0.00009780983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899566,0.007486405,0.0000169301,0.0006395345,0.000354354,0.0002824758,0.000008211185,0.00001400427,0.001241466],"genre_scores_gemma":[0.9993596,0.00005708488,0.0002450309,0.00002302804,0.00004034341,0.000002162318,0.00002164067,0.000002115182,0.0002489965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009402978,"threshold_uncertainty_score":0.6040559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03644251309219869,"score_gpt":0.2328137374435124,"score_spread":0.1963712243513137,"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."}}