{"id":"W4396817342","doi":"10.35483/acsa.am.112.7","title":"Seven Generations for Wood","year":2024,"lang":"en","type":"article","venue":"","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Laminated veneer lumber; Demolition; Reuse; Oriented strand board; Engineered wood; Waste management; Deconstruction (building); Construction waste; Engineering; Environmental science; Civil engineering; Materials science; Veneer; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001456279,0.000773018,0.000361272,0.0009200448,0.005210376,0.006230718,0.001207739,0.002863254,0.3105764],"category_scores_gemma":[0.002927474,0.0002560645,0.0004408069,0.001000315,0.00189501,0.005479054,0.007115787,0.004008309,0.1329417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00249498,"about_ca_system_score_gemma":0.003433372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00479651,"about_ca_topic_score_gemma":0.01508528,"domain_scores_codex":[0.9982999,0.0003075906,0.00004867607,0.0002924383,0.0005699448,0.0004814931],"domain_scores_gemma":[0.9984516,0.00009202684,0.00004611967,0.0002344658,0.0003436774,0.000832217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003789001,0.00006968494,0.001058809,0.0001191306,0.000005895396,0.0002147795,0.001503738,0.00003583401,0.0002835167,0.1092877,0.6887231,0.1986599],"study_design_scores_gemma":[0.000001099065,0.000007158087,0.0001581689,0.00005013884,6.166883e-7,0.0000720339,0.0003290941,0.000004480147,0.00002498894,0.002231079,0.9971187,0.000002346298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003921808,0.009032908,0.001907464,0.04534916,0.01143956,0.0001047111,0.0005984593,0.0004310407,0.9272149],"genre_scores_gemma":[0.02042865,0.004471223,0.001767706,0.01258946,0.001075889,0.00006683465,0.0006373975,0.0002207571,0.958742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3105764,"threshold_uncertainty_score":0.9833791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019176262312405,"score_gpt":0.2145306393588279,"score_spread":0.1953543770464229,"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."}}