{"id":"W4404905531","doi":"10.1016/j.jclepro.2024.144382","title":"Enhancing circularity of wood waste through deconstruction in building sector","year":2024,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Deconstruction (building); Waste management; Architectural engineering; Engineering; Business","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":[0.000268157,0.00008305271,0.000162992,0.0001824007,0.00001814081,0.00002565097,0.00004156569,0.00004665363,0.00001865488],"category_scores_gemma":[0.00003078641,0.00006882531,0.0000710321,0.000188323,0.00001846344,0.0006094,0.000005937459,0.0002147805,0.000001936869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001105785,"about_ca_system_score_gemma":0.0000231917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001195208,"about_ca_topic_score_gemma":0.00001741991,"domain_scores_codex":[0.999289,0.00002531563,0.0003693078,0.00008492079,0.0001345113,0.00009699109],"domain_scores_gemma":[0.9997813,0.00001425669,0.00006356237,0.00007282179,0.00005151084,0.00001658855],"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":[0.00005566816,0.00004635843,0.001986084,0.0008229057,0.000252314,0.00003175546,0.003287305,0.07686423,0.879832,0.0001999333,0.0002656683,0.03635581],"study_design_scores_gemma":[0.0001851446,0.00008089848,0.0006315418,0.0005435801,0.00005600807,0.0003852028,0.0005461368,0.001172094,0.9939677,0.001310491,0.001027739,0.00009348919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918902,0.003624567,0.00162934,0.0001149519,0.002395411,0.00006016937,5.268247e-7,0.00003666863,0.0002481878],"genre_scores_gemma":[0.9969707,0.000249611,0.002004048,0.000001646893,0.0007229922,0.000001126365,4.39332e-7,0.00001656797,0.00003284819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1141357,"threshold_uncertainty_score":0.2806615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431242001201208,"score_gpt":0.226843767497345,"score_spread":0.2125313474853329,"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."}}