{"id":"W2001554366","doi":"10.3390/su1020234","title":"Improving the Sustainability of Office Partition Manufacturing: Balancing Options for Reducing Emissions of Volatile Organic Compounds","year":2009,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Sustainability; Pollution prevention; Environmental economics; Business; Manufacturing; Waste management; Engineering; Marketing","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":[0.000856577,0.000695531,0.0003254405,0.0008820826,0.0004873626,0.001674887,0.0003829019,0.0004591373,0.002055116],"category_scores_gemma":[0.001192891,0.0001645054,0.0003597819,0.0007858778,0.000416722,0.001011473,0.0009393087,0.000238011,0.0002192574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000778911,"about_ca_system_score_gemma":0.0006233532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007584713,"about_ca_topic_score_gemma":0.002317787,"domain_scores_codex":[0.9994391,0.0002125122,0.00001378508,0.00003331137,0.000205903,0.0000954389],"domain_scores_gemma":[0.999562,0.0002000629,0.00009885507,0.00003406664,0.00007783555,0.00002723242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001191608,0.0007338829,0.03885139,0.001236468,0.0001441602,0.000984943,0.0007959268,0.2369294,0.1728541,0.03172695,0.0008333759,0.5137178],"study_design_scores_gemma":[0.0002697704,0.009399256,0.09879252,0.0008905407,0.0007475449,0.002349545,0.01123878,0.2752897,0.4345959,0.1045357,0.06164665,0.0002440794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334435,0.001880024,0.0365859,0.0002991896,0.00001698915,0.00008855795,0.00005706178,0.00004490677,0.02758375],"genre_scores_gemma":[0.9857458,0.0008842227,0.01201404,0.00001802472,0.00000576876,0.00001923839,0.00003592471,0.000009373201,0.001267588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002055116,"threshold_uncertainty_score":0.006875038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007470277967044701,"score_gpt":0.2496412609125332,"score_spread":0.2421709829454885,"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."}}