{"id":"W3083207690","doi":"10.3390/coatings10090862","title":"Shelling of Growth Rings at Softwood Surfaces Exposed to Natural Weathering","year":2020,"lang":"en","type":"article","venue":"Coatings","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Softwood; Larch; Pith; Materials science; Composite material; Weathering; Bark (sound); Veneer; Botany; Geology; Biology; Ecology","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":[0.0001649481,0.0002859732,0.0001744823,0.0002121838,0.0002425414,0.0004294116,0.0001618698,0.0001959899,0.0007949375],"category_scores_gemma":[0.0002954851,0.0002463437,0.000189933,0.00009046326,0.0003286811,0.0002432141,0.0003061643,0.0005057787,0.0001322258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000289411,"about_ca_system_score_gemma":0.0001406375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00325349,"about_ca_topic_score_gemma":0.006304332,"domain_scores_codex":[0.999842,0.00001358627,0.000008717479,0.00005131982,0.00003953371,0.00004477753],"domain_scores_gemma":[0.9995974,0.00007548219,0.0001357118,0.00003733811,0.0000786204,0.00007546578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001480892,0.00001508116,0.01695296,0.00002950624,0.00001051819,0.00009778784,0.0001442787,0.0001020643,0.9814307,0.00001364086,0.0000166038,0.001038689],"study_design_scores_gemma":[0.000005967353,0.0002410562,0.7046995,0.00001205055,0.00002274397,0.000222523,0.0005579239,0.0007154286,0.2930763,0.00003031255,0.0004056498,0.00001057638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992963,0.0000691032,0.0003354894,0.000003850938,0.000002527991,0.000004419427,0.00005720782,0.000009435847,0.0002215809],"genre_scores_gemma":[0.9988329,0.00004276432,0.0006091318,0.00001777696,0.000001548851,0.000006692815,0.0001289327,0.000009465504,0.0003507968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00325349,"threshold_uncertainty_score":0.006469131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01784921408413761,"score_gpt":0.1813603672535565,"score_spread":0.1635111531694189,"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."}}