{"id":"W3125145170","doi":"10.1007/s00226-020-01259-1","title":"Cutting power and surface quality in sawing kiln-dried, green, and frozen hem-fir wood","year":2021,"lang":"en","type":"article","venue":"Wood Science and Technology","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Waviness; Kiln; Green wood; Solid wood; Machining; Wood industry; Rotational speed; Composite material; Engineering; Pulp and paper industry; Materials science; Wood drying; Moisture; Waste management; Mechanical engineering; Forestry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003190457,0.0001220786,0.0001913124,0.0001626448,0.0001565025,0.00007229595,0.0001062587,0.0001133831,0.000006653023],"category_scores_gemma":[0.00008998247,0.0001114256,0.000008836591,0.0007517858,0.0004104337,0.0002461394,0.0001813196,0.000168478,0.000002729185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002782002,"about_ca_system_score_gemma":0.00003702256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007749762,"about_ca_topic_score_gemma":0.0001358252,"domain_scores_codex":[0.9990785,0.0000140348,0.0001575679,0.0003171614,0.0001228532,0.0003098475],"domain_scores_gemma":[0.9996712,0.00003212312,0.00001931235,0.0001776175,0.00004777033,0.00005203586],"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":[0.00001485507,0.00008484178,0.2988972,0.0001995185,0.00006781216,0.0001755932,0.00409515,0.00005147765,0.6054744,0.01212158,0.00007527436,0.07874231],"study_design_scores_gemma":[0.003820518,0.0004618464,0.06753468,0.0004192357,0.00006359453,0.0005018678,0.01693496,0.008616986,0.8780026,0.01647983,0.005516833,0.001647086],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915506,0.005672052,0.00001700759,0.001107825,0.00006427412,0.00007247472,0.00000251906,0.0001684695,0.0013448],"genre_scores_gemma":[0.9984897,0.0002428065,0.001142225,0.00003834605,0.000005776607,0.000004375545,7.291413e-7,0.000008417704,0.00006757821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2725282,"threshold_uncertainty_score":0.4543803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302218412372484,"score_gpt":0.2348203835618143,"score_spread":0.2217981994380894,"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."}}