{"id":"W4415871989","doi":"10.3390/jrfm18110617","title":"Impact of Sustainability Reporting on Financial Performance: A Multigroup Analysis of Jordanian Firms in High-Pollution and Low-Pollution Industries","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability reporting; Sustainability; Corporate governance; Leverage (statistics); Transparency (behavior); Nonprobability sampling; Context (archaeology); Corporate social responsibility","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00332081,0.0002637644,0.0003837032,0.001702926,0.0009484378,0.001080613,0.0003078106,0.0004459755,0.00146586],"category_scores_gemma":[0.004761021,0.0001183348,0.0004030759,0.00122454,0.0006793789,0.0007035171,0.001363103,0.0005386187,0.0002002894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006527384,"about_ca_system_score_gemma":0.0007320009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003392979,"about_ca_topic_score_gemma":0.005458891,"domain_scores_codex":[0.9978389,0.0009202551,0.0002021079,0.0001909895,0.0005001031,0.000347672],"domain_scores_gemma":[0.9927459,0.001686127,0.003258836,0.0003172493,0.001177437,0.0008144463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001034756,0.0002602818,0.9906261,0.00001260293,0.00005027127,0.0001207092,0.004564338,0.00006318517,0.0002087921,0.0000538744,0.00009024105,0.003846075],"study_design_scores_gemma":[0.000005849174,0.000348524,0.9840042,0.00001155729,0.00001892597,0.00004934754,0.01471188,0.0003914958,0.0001608327,0.00004416749,0.0002462645,0.000007090756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998211,0.00001156412,0.00001740994,0.0000243973,8.293297e-7,0.000004050966,0.00001654501,2.686625e-7,0.0001037986],"genre_scores_gemma":[0.9997317,0.00001534937,0.0000346872,0.00001351558,0.000003971179,0.000006763654,0.00005604104,3.697969e-7,0.0001377014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003392979,"threshold_uncertainty_score":0.01756233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009482263670019515,"score_gpt":0.25939495744744,"score_spread":0.2499126937774205,"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."}}