{"id":"W4318703265","doi":"10.15376/biores.18.1.2024-2044","title":"Improved life of circular saws used in primary wood processing","year":2023,"lang":"en","type":"article","venue":"BioResources","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"FPInnovations; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; FPInnovations","keywords":"Circular saw; Materials science; Cracking; Composite material; Machining; Waterfall; Crown (dentistry); Rake; Structural engineering; Engineering; Metallurgy; Mechanical 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":[0.0002928115,0.0002992524,0.0003086375,0.0002194644,0.0001274479,0.0002733977,0.0002602696,0.0002913125,0.0008905364],"category_scores_gemma":[0.0007819426,0.0002023848,0.0002558295,0.0002214525,0.000150957,0.0002323585,0.0002718603,0.0003593829,0.0002079741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285833,"about_ca_system_score_gemma":0.0001383788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003860137,"about_ca_topic_score_gemma":0.001053992,"domain_scores_codex":[0.9996775,0.00002738821,0.00002896106,0.0000908716,0.0001045352,0.00007074901],"domain_scores_gemma":[0.9993926,0.0001321151,0.0001644428,0.00006795287,0.0001384309,0.0001044954],"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":[0.0002227218,0.00004019461,0.001286886,0.000054606,0.000005339987,0.00005871927,0.00005906017,0.0001700626,0.9919739,0.00001298905,0.00002388879,0.00609181],"study_design_scores_gemma":[0.000009193575,0.002163139,0.02355991,0.000006772611,0.00002733029,0.0001733783,0.0000830482,0.001418175,0.9714489,0.00001657005,0.001083064,0.00001051881],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985546,0.0003870836,0.0008416779,0.000008590031,0.00001108607,0.00000661187,0.00003069963,0.00001801459,0.0001415364],"genre_scores_gemma":[0.997159,0.0001800987,0.001940748,0.00001213349,0.000005272123,0.000007176483,0.00008480486,0.00001476165,0.0005960275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008905364,"threshold_uncertainty_score":0.0029791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01063725982515641,"score_gpt":0.2176922388884968,"score_spread":0.2070549790633404,"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."}}