{"id":"W3176802363","doi":"10.1016/j.ibiod.2021.105280","title":"Essential oils mixtures as an eco-friendly biocidal solution for a marble statue restoration","year":2021,"lang":"en","type":"article","venue":"International Biodeterioration & Biodegradation","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Thoracic Society","keywords":"Biocide; Statue; Environmentally friendly; Pulp and paper industry; Chemistry; Environmental science; Art; Engineering; Biology; Visual arts; Ecology","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":[0.0001142192,0.0004097453,0.0001864285,0.0003800912,0.0001861219,0.000415053,0.0001850093,0.00040403,0.001166914],"category_scores_gemma":[0.0001223666,0.0001207104,0.0002547229,0.0001173175,0.0001391652,0.0003646603,0.0002922662,0.0004992508,0.0002621908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001605673,"about_ca_system_score_gemma":0.0002779096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009132614,"about_ca_topic_score_gemma":0.002985645,"domain_scores_codex":[0.9999117,0.00001304428,0.000006082931,0.00001505573,0.00003796763,0.00001616485],"domain_scores_gemma":[0.999949,0.000006190556,0.00001269744,0.000002717404,0.000016062,0.00001331932],"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":[0.00009841427,0.00003007044,0.00006972728,0.00007377808,0.000004474297,0.0000603581,0.00001403101,0.0001487592,0.9931877,0.000116949,0.00004462342,0.006151235],"study_design_scores_gemma":[0.000005634382,0.0002641651,0.0004459113,0.00001414761,0.00002631782,0.0001163043,0.00003932133,0.001049634,0.9945136,0.00004101707,0.003477527,0.000006447678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847259,0.004762908,0.006577501,0.000124857,0.00009032388,0.00003410747,0.00007364059,0.00008858192,0.003522237],"genre_scores_gemma":[0.9866673,0.00155309,0.005089303,0.00004751716,0.00001023553,0.000009925577,0.00004843943,0.00001747234,0.006556709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001166914,"threshold_uncertainty_score":0.003903687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625948466496045,"score_gpt":0.2664282081951504,"score_spread":0.2501687235301899,"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."}}