{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003914427,0.0001387279,0.0001781644,0.00002584091,0.00004997943,0.00002167062,0.0001219001,0.00003220801,0.00003838826],"category_scores_gemma":[0.00004277779,0.0001240202,0.00004891171,0.0001369869,0.00001459359,0.00009719838,0.00006215265,0.00007782037,0.00006536261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000297075,"about_ca_system_score_gemma":0.000003872561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001390972,"about_ca_topic_score_gemma":0.000004678216,"domain_scores_codex":[0.999388,0.000006775919,0.0001742399,0.0001358909,0.0001129152,0.0001821933],"domain_scores_gemma":[0.9997505,0.00004064159,0.00002642023,0.00007610143,0.00002959547,0.00007674612],"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":[0.00003775235,0.000008708583,0.01016472,0.0002955269,0.00005831227,0.000005555766,0.01609446,0.006500304,0.9645904,0.00004535683,0.0007277525,0.001471207],"study_design_scores_gemma":[0.0002935829,0.00009988727,0.000608152,0.0000791657,0.00001821475,0.000001262808,0.0002481761,0.008912296,0.9887247,0.00002148339,0.000785973,0.0002070742],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968368,0.0009519428,0.0002350535,0.000213713,0.0001084143,0.0001125439,0.00000381553,0.0003124113,0.001225326],"genre_scores_gemma":[0.9972448,0.00002145041,0.002387912,0.00008714264,0.00005812791,0.00000728336,0.000003739322,0.00003484524,0.0001547515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02413439,"threshold_uncertainty_score":0.5057395,"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."}}