{"id":"W4210425128","doi":"10.1080/17480272.2022.2028008","title":"Review of the effects of incising on treatability and strength of wood","year":2022,"lang":"en","type":"article","venue":"Wood Material Science and Engineering","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preservative; Penetration (warfare); Mechanical strength; Engineered wood; Materials science; Environmental science; Composite material; Mechanical engineering; Engineering; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002307695,0.000074157,0.0001619271,0.00004358525,0.00005264832,0.000007188945,0.0001054885,0.00001004274,0.000008610561],"category_scores_gemma":[0.00006669873,0.00005105262,0.00001819613,0.0002251786,0.00007731291,0.00006960407,0.00009640726,0.00003777116,4.642234e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002480073,"about_ca_system_score_gemma":0.0000138016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002181847,"about_ca_topic_score_gemma":5.286869e-7,"domain_scores_codex":[0.9994938,0.00001153793,0.0001409774,0.00008582202,0.0001669257,0.0001009057],"domain_scores_gemma":[0.9997661,0.00003654348,0.00002812473,0.0001306903,0.0000161112,0.00002243123],"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":[0.0000157175,0.00004022181,0.0004044995,0.01278039,0.00002475919,6.616209e-7,0.000666449,0.00113432,0.9772609,0.0002632241,0.0000279932,0.007380878],"study_design_scores_gemma":[0.0002384327,0.0002607411,0.004882832,0.001892407,0.00003820933,0.000003990371,0.00004640277,0.0009022278,0.9913207,0.00002210329,0.0002850005,0.0001069428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995267,0.004145745,0.000001602809,0.0000113641,0.0002737628,0.000135569,0.00001465598,0.00001728942,0.0001329652],"genre_scores_gemma":[0.9990594,0.0008447565,0.00006242819,0.000005647766,0.000009333455,0.00001064434,6.046782e-7,0.000005405594,0.000001791495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01405982,"threshold_uncertainty_score":0.2081866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005136709477803675,"score_gpt":0.1814943945712018,"score_spread":0.1763576850933981,"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."}}