{"id":"W4390810901","doi":"10.1002/cssc.202301172","title":"Total Capital Investment of plastic recycling plants correlates with energy losses and capacity","year":2024,"lang":"en","type":"article","venue":"ChemSusChem","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Polytechnique Montréal","funders":"Polytechnique Montréal; Mitacs; Enerkem; Région Normandie; American Chemistry Council","keywords":"Investment (military); Capital investment; Natural resource economics; Capital (architecture); Environmental science; Business; Waste management; Economics; Pulp and paper industry; Engineering; Finance","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001550888,0.00027908,0.0002384946,0.002029235,0.0001129777,0.0009482928,0.0004814262,0.0003062384,0.001846309],"category_scores_gemma":[0.008120083,0.000186849,0.0003259398,0.00193465,0.0002649371,0.0007422514,0.0004207052,0.0002879232,0.0003761992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006475399,"about_ca_system_score_gemma":0.0003398854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004730226,"about_ca_topic_score_gemma":0.003342916,"domain_scores_codex":[0.9989898,0.0002087903,0.0000975099,0.0002549706,0.0003360169,0.0001128896],"domain_scores_gemma":[0.99029,0.004941064,0.002639122,0.0009620445,0.001025522,0.0001422431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003206767,0.00009457052,0.8142242,0.0001003406,0.000169175,0.0001501322,0.00006541781,0.144831,0.002683723,0.001693138,0.001306799,0.03436087],"study_design_scores_gemma":[0.00001189518,0.0001646033,0.7490978,0.00004182658,0.0000842847,0.0003283565,0.0002449208,0.2299701,0.01401469,0.001852988,0.00413555,0.00005294793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867877,0.0001837879,0.006757529,0.00007411759,0.000004453956,0.00001164875,0.004037203,0.00009800882,0.002045486],"genre_scores_gemma":[0.996236,0.00006441022,0.00108149,0.000006586999,0.000002784936,0.000009470546,0.002093485,0.000008415249,0.0004974756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004730226,"threshold_uncertainty_score":0.009405375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009050278312541878,"score_gpt":0.1938683303227195,"score_spread":0.1848180520101776,"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."}}