{"id":"W4384211225","doi":"10.2139/ssrn.4507300","title":"Effect of Operating Parameters on Chemical Retention of Wood in Pressure Treatment Process","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Process (computing); Process engineering; Environmental science; Chemistry; Computer science; Engineering; Operating system","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":[0.0002409544,0.0003228416,0.0003128696,0.000241829,0.0003497344,0.0006146861,0.0002874334,0.0003635456,0.002803802],"category_scores_gemma":[0.0008730011,0.0002178551,0.0002685256,0.0004332856,0.0002980019,0.0006745398,0.0002020851,0.0005780744,0.0003049504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843599,"about_ca_system_score_gemma":0.00020854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005775936,"about_ca_topic_score_gemma":0.0009615028,"domain_scores_codex":[0.9997527,0.00003266682,0.00002046126,0.00004654791,0.00006063678,0.00008692423],"domain_scores_gemma":[0.9993681,0.0003476716,0.0001069033,0.00003651381,0.00008183063,0.00005898042],"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":[0.003937323,0.0002140987,0.002325096,0.0002704947,0.00003202531,0.0002739245,0.0002723782,0.00128497,0.9811631,0.000109455,0.0001731701,0.009943902],"study_design_scores_gemma":[0.00001656283,0.001446923,0.01248143,0.00001229151,0.00004149963,0.00007379972,0.0001764551,0.001710226,0.9832605,0.00005197155,0.0007092222,0.00001918871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987552,0.0004324051,0.0002483976,0.00001904135,0.00001258774,0.000003682519,0.00007149103,0.00001699149,0.0004402127],"genre_scores_gemma":[0.9991463,0.0001901803,0.0001642093,0.00000884049,0.00000826312,0.00000384754,0.00005627615,0.00001118553,0.0004109076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002803802,"threshold_uncertainty_score":0.009379625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008437914663738041,"score_gpt":0.2329925625732957,"score_spread":0.2245546479095577,"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."}}