{"id":"W2149690821","doi":"10.3390/coatings5040830","title":"The Search for Durable Exterior Clear Coatings for Wood","year":2015,"lang":"en","type":"article","venue":"Coatings","topic":"Building materials and conservation","field":"Earth and Planetary Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; EcoBuild; FPInnovations; Australian National University","keywords":"Coating; Durability; Materials science; Silicone; Composite material; Polymer science; Forensic engineering; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0012326,0.0003164535,0.0003283998,0.0006419264,0.0006778124,0.002012388,0.000458656,0.001620647,0.003866793],"category_scores_gemma":[0.001398013,0.0003902339,0.0003401979,0.0003032838,0.0007304167,0.002554792,0.001038749,0.00262267,0.001578149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007054291,"about_ca_system_score_gemma":0.0006246807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007086641,"about_ca_topic_score_gemma":0.001927665,"domain_scores_codex":[0.9993122,0.00006022517,0.00002739596,0.000111205,0.0004116894,0.00007726961],"domain_scores_gemma":[0.9990282,0.0002596793,0.0001418538,0.00009173709,0.000371146,0.000107422],"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":[0.00007021899,0.0001541763,0.001395134,0.002652994,0.00004487667,0.0005856113,0.0007148599,0.001716493,0.6731471,0.08070614,0.01320624,0.2256062],"study_design_scores_gemma":[0.00001903647,0.0007092741,0.003539699,0.0007727838,0.00005619921,0.001899893,0.001066647,0.003202919,0.3743993,0.01783151,0.5964335,0.00006923619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3389106,0.3562962,0.1292334,0.02287194,0.00384191,0.0002833361,0.0003308408,0.0007606528,0.1474711],"genre_scores_gemma":[0.6527533,0.1677637,0.1194742,0.006483081,0.0008067812,0.0001476047,0.0004061144,0.0004853883,0.05167984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003866793,"threshold_uncertainty_score":0.0129357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05343230858377854,"score_gpt":0.2584639839004365,"score_spread":0.205031675316658,"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."}}