{"id":"W2785228003","doi":"10.17632/tpygg7pprm.1","title":"Data for: ED-XRF analysis of obsidian artifacts from Yanawilka, a settlement of transplanted laborers (mitmaqkuna) and implications for Inca imperialism","year":2018,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Settlement (finance); Archaeology; Scarcity; Procurement; Quarter (Canadian coin); Geography; Ethnohistory; Archaeological evidence; History; Ethnology; Business; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003562396,0.0001321238,0.00030551,0.00006901666,0.0003293956,0.00001254263,0.0006427585,0.00003907204,0.00004291955],"category_scores_gemma":[0.00001117631,0.0001078924,0.00003113569,0.0001724874,0.0004404643,0.0001933832,0.0002355744,0.00004305676,6.210447e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001448354,"about_ca_system_score_gemma":0.00001144762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002814418,"about_ca_topic_score_gemma":0.07140932,"domain_scores_codex":[0.998876,0.00005608689,0.0002776496,0.0004681054,0.00008096101,0.0002412289],"domain_scores_gemma":[0.9985681,0.0005220188,0.0001524222,0.000657974,0.00001422589,0.00008525344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001849135,0.00002299355,0.9783797,0.0001013564,0.0007929247,2.665248e-7,0.00290242,0.0002409622,0.0005239834,0.00003976593,0.0002531932,0.01655756],"study_design_scores_gemma":[0.0003019926,0.0001043631,0.8768858,0.00005196069,0.0007002242,5.717573e-7,0.0005922698,0.1163,0.00005316563,0.0004620157,0.004432623,0.000115026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8548543,0.000851386,0.003577791,0.0002324858,0.00006287605,0.0002306619,0.1401206,0.000009676362,0.00006019988],"genre_scores_gemma":[0.9407161,0.001540472,0.003939477,0.0001189292,0.00008887806,0.000004223154,0.05358286,0.000003787062,0.000005261143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.116059,"threshold_uncertainty_score":0.9455351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03073987726675617,"score_gpt":0.2647548660525146,"score_spread":0.2340149887857585,"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."}}