{"id":"W3142421134","doi":"10.20286/jeas.v4i1.32","title":"Waste minimization in solvent-based paint industries","year":2016,"lang":"en","type":"article","venue":"Nova Journal of Engineering and Applied Sciences","topic":"Polymer Science and PVC","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hazardous waste; Waste management; Reuse; Environmental science; Wastewater; Cleaner production; Waste treatment; Minification; Pollutant; Sewage treatment; Pollution; Mobile incinerator; Municipal solid waste; Waste collection; Engineering; Chemistry; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008133466,0.00007170164,0.000122433,0.0001895186,0.0000548551,0.00007142194,0.0002093986,0.00003381414,0.00003960481],"category_scores_gemma":[0.0000866602,0.00004185552,0.00001488226,0.0003591314,0.0001633769,0.0002446639,0.00001926873,0.00005592318,0.000003033499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001586075,"about_ca_system_score_gemma":0.0001100851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003582051,"about_ca_topic_score_gemma":0.000003292407,"domain_scores_codex":[0.9991824,0.00001073512,0.000238425,0.0001193593,0.0002537782,0.000195328],"domain_scores_gemma":[0.9996296,0.0001158144,0.0001097578,0.00005164702,0.00002628638,0.00006692359],"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":[0.000009903669,0.00001386188,0.001154715,0.000006385705,8.540645e-7,0.000002870297,0.00009652026,0.01456226,0.975819,0.0009668528,0.00006067753,0.007306081],"study_design_scores_gemma":[0.0004698914,0.0001216423,0.001328094,0.0001651525,0.000003491755,0.00001422582,0.0002469745,0.002835395,0.9942162,0.0001626395,0.0003052506,0.0001310345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883513,0.0001609455,0.01051678,0.0005385887,0.0002835033,0.00002642927,0.000001239067,0.00000831155,0.0001129236],"genre_scores_gemma":[0.9975855,0.00001452035,0.00227179,0.00004267093,0.00007056469,9.695402e-7,4.389184e-8,0.000002499381,0.00001141158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01839719,"threshold_uncertainty_score":0.1706819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02835619786229255,"score_gpt":0.2380913061344135,"score_spread":0.2097351082721209,"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."}}