{"id":"W4223978256","doi":"10.3390/coatings12040530","title":"A Multi-Analytical Investigation of Roman Frescoes from Rapoltu Mare (Romania)","year":2022,"lang":"en","type":"article","venue":"Coatings","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Outotec (Canada)","funders":"Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Autoritatea Natională pentru Cercetare Stiintifică","keywords":"Hematite; Gypsum; Calcite; Goethite; Cinnabar; Mineralogy; Pigment; Scanning electron microscope; Materials science; Chemistry; Metallurgy; Composite material","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":[0.0003374653,0.0004591249,0.0005026971,0.003777439,0.001431891,0.0007345004,0.0003507581,0.0006186462,0.00155682],"category_scores_gemma":[0.0002958251,0.0003245692,0.0003955431,0.001296249,0.0006679441,0.0002430409,0.0005387936,0.000425707,0.0004003215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003323741,"about_ca_system_score_gemma":0.000307441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007350668,"about_ca_topic_score_gemma":0.031438,"domain_scores_codex":[0.9996634,0.00002061191,0.00001329359,0.00008722669,0.0001681881,0.00004730056],"domain_scores_gemma":[0.9998848,0.00001518512,0.00002316435,0.000008403824,0.00005760986,0.00001086281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003784499,0.0002114924,0.1154673,0.001238437,0.0002989313,0.01400697,0.01103366,0.0008518116,0.7663578,0.0007618485,0.001440119,0.08795314],"study_design_scores_gemma":[0.00001075874,0.0002822325,0.8871201,0.0002470436,0.0001465755,0.01718056,0.008288183,0.0008647128,0.04852744,0.0001380023,0.03715358,0.00004094893],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883437,0.002841801,0.001270704,0.00005833997,0.00002759067,0.00004702242,0.0003702531,0.00003371005,0.007006845],"genre_scores_gemma":[0.9901424,0.001073667,0.004278765,0.0000983936,0.00001817707,0.00002135795,0.0002227684,0.00004091518,0.004103591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007350668,"threshold_uncertainty_score":0.01461577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06424518096585216,"score_gpt":0.2386106799610164,"score_spread":0.1743654989951642,"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."}}