{"id":"W68199531","doi":"10.22191/neha/vol38/iss1/1","title":"Assessing Variability among Quartering Sites in Virginia","year":2009,"lang":"en","type":"article","venue":"Northeast Historical Archaeology","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Artifact (error); Checklist; Archaeology; Quarter (Canadian coin); Interpretation (philosophy); History; Set (abstract data type); Historic site; Geography; Genealogy; Computer science; Biology","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":[0.0009518081,0.0002059064,0.0004831356,0.0001453117,0.0006264381,0.00001152942,0.000360581,0.0002238664,0.0001466796],"category_scores_gemma":[0.0006899033,0.0001824733,0.0001207423,0.0005729462,0.00136779,0.0003453384,0.000109538,0.0004871879,0.00004764184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001595626,"about_ca_system_score_gemma":0.00009190462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00580196,"about_ca_topic_score_gemma":0.02716226,"domain_scores_codex":[0.9971694,0.0007613819,0.0004554951,0.0005295351,0.0003109838,0.0007732578],"domain_scores_gemma":[0.9989662,0.0003780663,0.0001071637,0.000206565,0.00009654051,0.0002454869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003898732,0.0002426698,0.877646,0.000007179774,0.00001015082,0.00007995369,0.05789371,0.00001090804,0.0001429541,0.03090565,0.00023658,0.03278523],"study_design_scores_gemma":[0.0002871744,0.0001838799,0.8240975,0.00001241968,0.00001251388,0.000005586438,0.001176793,0.00005615516,0.00000199758,0.04292427,0.1309166,0.0003250859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589568,0.0002993621,0.0008872195,0.01624017,0.0006499528,0.0002008715,7.897931e-7,0.0001789102,0.02258595],"genre_scores_gemma":[0.9969451,0.00004726642,0.001041177,0.0003004949,0.0003649845,0.00002433325,0.00000330915,0.000007146329,0.001266163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.13068,"threshold_uncertainty_score":0.9905895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608018371391919,"score_gpt":0.2958927631241789,"score_spread":0.2698125794102598,"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."}}