{"id":"W4412516250","doi":"10.18502/kss.v10i16.19187","title":"Green Innovation and Firm Performance: A Systematic Literature Review","year":2025,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Business; Industrial organization; Systematic review; Economics; Political science; MEDLINE","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":[0.0008645923,0.00008705281,0.0001698259,0.0001555746,0.0005670136,0.0002542258,0.0001761866,0.00003887185,0.00002631667],"category_scores_gemma":[0.0001800194,0.00006701799,0.0000205385,0.00301143,0.000247125,0.001036301,0.0001553274,0.00006279643,0.00001345281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004307045,"about_ca_system_score_gemma":0.00001678438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005628826,"about_ca_topic_score_gemma":0.000008613167,"domain_scores_codex":[0.9992282,0.00001216636,0.0002182605,0.0001794765,0.0002165468,0.0001453545],"domain_scores_gemma":[0.9996929,0.00001953985,0.000127677,0.00006737278,0.00009039495,0.000002110034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.000007301321,0.000077131,0.1518935,0.6882737,0.00002055806,0.000003689112,0.00040505,0.0000036964,0.00007492898,0.1357661,0.006904338,0.01657],"study_design_scores_gemma":[0.0008307947,0.00003760894,0.7555464,0.151613,0.0003895597,0.000006949295,0.002281038,0.002291833,0.00002302351,0.03313572,0.05279991,0.001044172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415967,0.02308176,0.0000218139,0.0151453,0.0002912109,0.001110309,9.837833e-7,0.00008473426,0.01866718],"genre_scores_gemma":[0.9903967,0.001082228,0.00003405604,0.007262389,0.0002494291,0.0000575443,0.000007176199,0.0000038585,0.0009066184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.603653,"threshold_uncertainty_score":0.4361068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282954444088755,"score_gpt":0.2610807039968059,"score_spread":0.2482511595559184,"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."}}