{"id":"W4402019925","doi":"10.1002/cjce.25474","title":"Preface to the special issue of the International Conference on Sustainable Development in Chemical and Environmental Engineering ( <scp>SDCEE</scp> ‐2024)","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Board of Research in Nuclear Sciences; Science and Engineering Research Board; Thapar Institute of Engineering and Technology; Defence Research and Development Organisation; Indian National Science Academy","keywords":"Sustainable development; Engineering; Engineering ethics; Engineering management; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00274031,0.002305655,0.001826548,0.00358726,0.002891467,0.009929656,0.002135365,0.003624915,0.1622631],"category_scores_gemma":[0.009948585,0.0005952592,0.001291464,0.002681349,0.0007874127,0.005119356,0.002763515,0.005610058,0.1217341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614527,"about_ca_system_score_gemma":0.003176111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143616,"about_ca_topic_score_gemma":0.002000538,"domain_scores_codex":[0.997775,0.0002475548,0.0002021628,0.0002980027,0.001251105,0.000226199],"domain_scores_gemma":[0.9854773,0.001571449,0.0008944246,0.0004389572,0.00802728,0.003590629],"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":[0.00001357086,0.00001518091,0.00003392286,0.0001344893,0.000002836891,0.00002559262,0.00001481864,0.00001898166,0.0001480536,0.0002068286,0.9888611,0.01052455],"study_design_scores_gemma":[0.000007262243,0.00003472773,0.0002960176,0.0001172473,0.000006319133,0.00007072044,0.0000496683,0.00005659157,0.0001009298,0.0003601377,0.9988897,0.00001065959],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000211963,0.006371854,0.0006186052,0.02249566,0.9501786,0.0001407712,0.0004547978,0.0002213037,0.01930651],"genre_scores_gemma":[0.001819461,0.01289119,0.0007476081,0.01369947,0.8001981,0.0002081054,0.001402994,0.000565819,0.1684673],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1622631,"threshold_uncertainty_score":0.5428241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003982058847768048,"score_gpt":0.1633124947638024,"score_spread":0.1593304359160344,"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."}}