{"id":"W4389949585","doi":"10.1515/ijcre-2023-0226","title":"Preface: special issue dedicated to the “International Conference on Energy Sustainability and Advanced Materials – 2022 (ICESAM-2022)” part of the Energy Summit-2022 UPES, Dehradun, India","year":2023,"lang":"en","type":"article","venue":"International Journal of Chemical Reactor Engineering","topic":"Industrial Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Summit; Sustainability; Energy (signal processing); Engineering; Political science; Geography; Physics; Physical geography; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002786156,0.0002201346,0.0002785953,0.0002616032,0.00001510103,0.00006441911,0.001026656,0.0001611272,0.000124298],"category_scores_gemma":[0.001073082,0.0001613971,0.0001004896,0.0003355369,0.00005107656,0.0001331942,0.0002372149,0.0004139545,0.000002126623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003256174,"about_ca_system_score_gemma":0.00006954698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002013534,"about_ca_topic_score_gemma":0.000003652757,"domain_scores_codex":[0.9982665,0.00001842559,0.0005641516,0.0001733032,0.0007154222,0.0002622208],"domain_scores_gemma":[0.9989985,0.0002089181,0.0001619531,0.0002199493,0.0003183343,0.00009236742],"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":[0.0001650442,0.00004371836,0.0000998588,0.00003742346,0.0003888879,0.00003857272,0.0001522064,0.02918525,0.9335169,0.006503479,0.01167429,0.01819434],"study_design_scores_gemma":[0.0004609411,0.00004501981,0.0002426038,0.000175136,0.00001889149,0.00002511858,0.000148945,0.006012778,0.8622015,0.0003339987,0.130141,0.0001941689],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886203,0.0001588438,0.0005116248,0.002944746,0.007020188,0.0001189545,0.0001298889,0.0001967843,0.0002986247],"genre_scores_gemma":[0.9971583,0.0004050871,0.00006950526,0.00004241178,0.002196436,0.00002180378,0.00002199654,0.00003384002,0.00005062533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1184667,"threshold_uncertainty_score":0.6581581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005374851154671,"score_gpt":0.2292047051836001,"score_spread":0.2191509566720534,"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."}}