{"id":"W6944536876","doi":"10.18739/a2ff3m14n","title":"Instrument Neutron Activation Analysis Data for Cape Espenberg Archaeological Ceramics 2011-2018","year":2021,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excavation; Subsistence agriculture; Human settlement; Colluvium; Vegetation (pathology); Cape; Pleistocene; Prehistory; Historic site; Land use","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001128997,0.001177206,0.001915956,0.00126211,0.000344844,0.0002889971,0.003649124,0.001171743,0.003706584],"category_scores_gemma":[0.0006429213,0.001135502,0.0006309382,0.001537959,0.0003968248,0.0006816273,0.003582589,0.001222793,0.002178601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009131983,"about_ca_system_score_gemma":0.0005037345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880726,"about_ca_topic_score_gemma":0.00338926,"domain_scores_codex":[0.9927049,0.000537498,0.001292427,0.002946932,0.001254939,0.001263248],"domain_scores_gemma":[0.9902579,0.0006519616,0.001055374,0.007361321,0.0002923585,0.000381113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003992474,0.0004556859,0.0003052553,0.0002168282,0.003214856,0.00004853098,0.0000275305,0.0001884653,0.0007022438,0.00002085096,0.9939237,0.0004967594],"study_design_scores_gemma":[0.001081647,0.000195031,0.004321675,0.00009539736,0.006334324,0.00002261955,0.0001028294,0.003811585,0.0002262496,0.00006045232,0.9825392,0.001209034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.007380466,0.000533363,0.0003064099,0.00041414,0.0007900174,0.001427378,0.9889534,0.0001623954,0.00003247083],"genre_scores_gemma":[0.0011477,0.001160469,0.001939849,0.000617363,0.001037384,0.000258574,0.9935263,0.0001807149,0.0001316042],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01138459,"threshold_uncertainty_score":0.9991095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06836584026974458,"score_gpt":0.3205447758916604,"score_spread":0.2521789356219158,"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."}}