{"id":"W6989790489","doi":"","title":"Characterization of building stones from the archaeological site of Pyrgi","year":2023,"lang":"en","type":"dissertation","venue":"Repositorio Universidade de Évora (Universidade de Évora)","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Characterization (materials science); Energy-dispersive X-ray spectroscopy; Spectroscopy; Sedimentary rock; Quarter (Canadian coin); Mineral; Volcano; Archaeological science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002069171,0.0001718274,0.0001746774,0.00244354,0.0006903237,0.0007788066,0.0001996189,0.0002142709,0.001454569],"category_scores_gemma":[0.0003193427,0.000133032,0.0001543693,0.001664372,0.0003828295,0.0001977746,0.0004725426,0.0001448024,0.000301011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722607,"about_ca_system_score_gemma":0.0002698252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002742471,"about_ca_topic_score_gemma":0.007760844,"domain_scores_codex":[0.9998248,0.00001517911,0.00001294217,0.00004371219,0.000067421,0.00003590119],"domain_scores_gemma":[0.9998904,0.00002020546,0.00003687561,0.00001236112,0.00002873413,0.00001140336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002667943,0.00007704149,0.4425776,0.0008266098,0.0000633131,0.004390329,0.01596412,0.0004146421,0.3756441,0.0009751793,0.000353505,0.1584468],"study_design_scores_gemma":[0.000002883306,0.0001702672,0.9481778,0.00004871959,0.00003591497,0.004529699,0.004927812,0.0001834,0.0270566,0.000091185,0.01476629,0.000009445507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973357,0.0002873939,0.0005665253,0.00001119814,0.000003747165,0.00001357081,0.0001514865,0.000004466875,0.001625798],"genre_scores_gemma":[0.9957255,0.0002751604,0.001633705,0.000007144903,0.00000380104,0.000008523166,0.0002280464,0.000005071652,0.002113002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002742471,"threshold_uncertainty_score":0.005452991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125284104179035,"score_gpt":0.2114874044032045,"score_spread":0.198958993985301,"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."}}