{"id":"W4382055933","doi":"10.1021/cen-10120-buscon14","title":"Polystyvert to build recycling plant","year":2023,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Polystyrene; Waste management; Expanded polystyrene; Pilot plant; Tonne; Greenhouse gas; Environmental science; Engineering; Materials science; Polymer","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":[],"consensus_categories":[],"category_scores_codex":[0.0004697069,0.0009320759,0.0003625733,0.001124644,0.003595527,0.001750496,0.001369946,0.001180946,0.269006],"category_scores_gemma":[0.0006619085,0.0007694532,0.0008052434,0.0007987961,0.0004292467,0.001231391,0.002100457,0.002412901,0.09294892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002752297,"about_ca_system_score_gemma":0.006519891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04665599,"about_ca_topic_score_gemma":0.1224342,"domain_scores_codex":[0.9989944,0.00002258428,0.00001168626,0.0001442627,0.0006508668,0.0001761955],"domain_scores_gemma":[0.9990931,0.00002581641,0.00002188947,0.0001138392,0.000470529,0.0002748458],"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":[0.0002628722,0.0007089205,0.004719747,0.0002940729,0.00001709794,0.001225638,0.0003806003,0.001533128,0.03229397,0.01211192,0.6575837,0.2888685],"study_design_scores_gemma":[0.00006023406,0.0002202961,0.004310195,0.00004266964,0.00001022625,0.0005553349,0.0001726277,0.0009220795,0.007249315,0.0006979238,0.9857292,0.00002986315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02464115,0.0005717025,0.03004866,0.002835422,0.001283657,0.001272243,0.003941369,0.01140913,0.9239967],"genre_scores_gemma":[0.0379504,0.0004405971,0.02981563,0.0008123565,0.00009431308,0.0002326577,0.004061513,0.001502137,0.9250903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.269006,"threshold_uncertainty_score":0.8999147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007349412744221146,"score_gpt":0.2588224152271058,"score_spread":0.2514730024828847,"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."}}