{"id":"W3157652777","doi":"10.1016/j.microc.2021.106345","title":"Non-invasive microanalysis of a written page from the Romanian heritage “The Homiliary of Varlaam (Cazania lui Varlaam)”","year":2021,"lang":"en","type":"article","venue":"Microchemical Journal","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Colegiul Consultativ pentru Cercetare-Dezvoltare şi Inovare; Autoritatea Natională pentru Cercetare Stiintifică; Ontario Ministry of Research, Innovation and Science; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; Corporation for National and Community Service","keywords":"Romanian; Microanalysis; Art; Chemistry; Linguistics; Philosophy; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001536972,0.0002716996,0.0001873222,0.001155939,0.0008028047,0.0006489392,0.0002282626,0.0006220897,0.005564682],"category_scores_gemma":[0.0003835003,0.0001804692,0.0001648102,0.0005404498,0.0006274975,0.0002897183,0.0003808227,0.0006633875,0.001276755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009503653,"about_ca_system_score_gemma":0.0001908497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007662402,"about_ca_topic_score_gemma":0.002756203,"domain_scores_codex":[0.9998533,0.000014036,0.000004290398,0.00004761817,0.00005301608,0.00002770165],"domain_scores_gemma":[0.999786,0.00007687169,0.00001560382,0.00002408583,0.00007330923,0.00002415138],"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":[0.00011674,0.0000438424,0.003006766,0.0001076569,0.00001976818,0.00122176,0.000751696,0.00006396735,0.9810092,0.0003322549,0.0005811325,0.01274524],"study_design_scores_gemma":[0.00001658916,0.0004845478,0.149486,0.0001310136,0.0001401569,0.00701604,0.005013877,0.0021879,0.7880362,0.0006760202,0.04674678,0.0000648512],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9633133,0.002255124,0.01727283,0.0002847935,0.0003364217,0.00006334036,0.0009937285,0.0002507134,0.0152297],"genre_scores_gemma":[0.9608828,0.001184178,0.01796927,0.000236619,0.0001270442,0.0000373961,0.0008532915,0.0002108257,0.01849855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005564682,"threshold_uncertainty_score":0.01861572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01421804724271375,"score_gpt":0.1996242918432358,"score_spread":0.185406244600522,"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."}}