{"id":"W3187645616","doi":"10.3390/coatings11080916","title":"Surface Protection of Wood with Metal Acetylacetonates","year":2021,"lang":"en","type":"article","venue":"Coatings","topic":"Cultural Heritage Materials Analysis","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Titanium; Manganese; Metal; Weathering; Materials science; Metal ions in aqueous solution; Acetylacetone; Chemistry; Inorganic chemistry; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007143201,0.00007338994,0.0001611865,0.00001192046,0.0001025184,0.00008588704,0.00004379244,0.00001640772,0.002877941],"category_scores_gemma":[0.00002875492,0.00005138891,0.00004697866,0.00004940718,0.00007747574,0.0001271477,0.00002817883,0.00004094335,0.00002070163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001074789,"about_ca_system_score_gemma":0.00001594526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004483094,"about_ca_topic_score_gemma":0.001046055,"domain_scores_codex":[0.9995133,0.00002986827,0.0001351104,0.0001188929,0.0001172064,0.00008562579],"domain_scores_gemma":[0.9995329,0.00001280448,0.00009632918,0.0000955764,0.0002456697,0.00001676336],"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":[0.00003336314,0.00006834054,0.00009439575,0.0001530947,0.0001175892,0.000008178085,0.0234135,0.00005560125,0.9590838,0.01591735,0.0002900179,0.0007647659],"study_design_scores_gemma":[0.0003479181,0.0001368695,0.00007488516,0.00007956563,0.0001323743,0.000009820287,0.01523438,0.00008795526,0.9522634,0.000325988,0.03110399,0.0002029143],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906123,0.0001160859,0.00002034225,0.0002717209,0.00006444384,0.00007656461,0.00001141773,0.00003825307,0.008788913],"genre_scores_gemma":[0.9880325,0.000003192651,0.0004008489,0.00002641055,0.00007538665,0.000006187305,0.00001188458,0.000009346891,0.0114343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03081397,"threshold_uncertainty_score":0.9980336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03716009552821218,"score_gpt":0.2129072019358719,"score_spread":0.1757471064076597,"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."}}