{"id":"W3161003553","doi":"10.1371/journal.pone.0251061","title":"Distinguishing African bovids using Zooarchaeology by Mass Spectrometry (ZooMS): New peptide markers and insights into Iron Age economies in Zambia","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Archaeology and Rock Art Studies","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Max-Planck-Gesellschaft","keywords":"Zooarchaeology; Subsistence agriculture; Foraging; Taphonomy; Ecology; Biology; Elephas; Zoology; Geography; Herding; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002877687,0.0002583619,0.0001641063,0.002052033,0.0006573977,0.0006081258,0.0002067546,0.0002377076,0.0007085932],"category_scores_gemma":[0.0004828433,0.0002002264,0.0001069535,0.001454163,0.0005736048,0.0003386813,0.0005582016,0.0001992753,0.0001074255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003960291,"about_ca_system_score_gemma":0.00030493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03204557,"about_ca_topic_score_gemma":0.09981775,"domain_scores_codex":[0.9999018,0.00001472278,0.00001051925,0.00002411924,0.00002095416,0.00002791444],"domain_scores_gemma":[0.9998745,0.00001415796,0.00007328517,0.00000845846,0.00001710887,0.00001241304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002177961,0.00002449069,0.8261015,0.000273566,0.0000541156,0.0006943685,0.007643232,0.000178276,0.1216829,0.0003601043,0.0002032035,0.04256642],"study_design_scores_gemma":[0.000001448371,0.00001621295,0.9962224,0.0000368644,0.00001345069,0.0002412832,0.001211205,0.0001246974,0.001247684,0.00003724848,0.0008447325,0.000002861669],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979585,0.001184791,0.0002255648,0.00005012306,0.000002004568,0.000009648962,0.000182657,0.000003916618,0.000382883],"genre_scores_gemma":[0.9960361,0.0009831272,0.002371904,0.0000398746,0.000003561415,0.00001305576,0.0002137671,0.000002500514,0.0003361349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03204557,"threshold_uncertainty_score":0.06371808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03183868033644632,"score_gpt":0.260735866379331,"score_spread":0.2288971860428847,"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."}}