{"id":"W2753493655","doi":"10.3390/coatings7090135","title":"Microstructure and Mechanism of Grain Raising in Wood","year":2017,"lang":"en","type":"article","venue":"Coatings","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Raising (metalworking); Microstructure; Materials science; Wetting; Abrasive; Composite material; Grain size; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001236545,0.000176701,0.0001511062,0.0003172661,0.0002419003,0.0003780979,0.0002326181,0.0002938798,0.0006083724],"category_scores_gemma":[0.0001668367,0.0002926356,0.0001772903,0.0001392481,0.0004327884,0.0003181324,0.0002267785,0.000323645,0.0001425571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002916535,"about_ca_system_score_gemma":0.0001298851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516783,"about_ca_topic_score_gemma":0.001819214,"domain_scores_codex":[0.9998617,0.00001002812,0.00000668554,0.00003239732,0.00004739101,0.00004168631],"domain_scores_gemma":[0.9998586,0.00002093236,0.00004466793,0.00002096877,0.00003269434,0.00002212159],"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":[0.00005081185,0.00001825433,0.003434764,0.00005807901,0.000008154931,0.0002057717,0.0001051683,0.0006982951,0.991601,0.0004574699,0.00004524285,0.003317023],"study_design_scores_gemma":[0.00002079532,0.0003400909,0.1528547,0.00001899424,0.0000343368,0.0006801051,0.0003966516,0.009911413,0.8327059,0.000900397,0.002102836,0.00003376247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936127,0.0007346405,0.004531774,0.00002571606,0.00001282904,0.00002350076,0.00004297632,0.0000503963,0.000965546],"genre_scores_gemma":[0.9987011,0.0001422915,0.0007162121,0.000008692828,0.000002778575,0.000004186142,0.00001990408,0.000004684807,0.0004001516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001516783,"threshold_uncertainty_score":0.003015876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431491966700802,"score_gpt":0.2149394623587926,"score_spread":0.2006245426917846,"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."}}