{"id":"W3111848523","doi":"","title":"Sustainable reporting practices of selected cement companies in India: A case study","year":2021,"lang":"en","type":"article","venue":"Accounting","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability reporting; Accounting; Sustainability; Business; Cement; Documentation; Integrated reporting; Corporate governance; Content analysis; Finance; Social science; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002180403,0.0002291712,0.0004404181,0.0003360478,0.0002758454,0.0003789919,0.0001969772,0.00007043115,0.0001499977],"category_scores_gemma":[0.009310802,0.0002475088,0.0000548738,0.002388604,0.00006314879,0.002546127,0.000811244,0.0002682885,0.0000106763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002188723,"about_ca_system_score_gemma":0.0001144702,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01966524,"about_ca_topic_score_gemma":0.001614574,"domain_scores_codex":[0.997069,0.00004867929,0.001377122,0.00050557,0.0004411283,0.0005584841],"domain_scores_gemma":[0.9935557,0.0001753759,0.005080269,0.0004327446,0.0007459373,0.000009976764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001862553,0.000957086,0.9810145,0.0008693617,0.00003931847,0.0145738,0.0009734231,0.0003239057,0.0003912857,0.0004134715,0.00004748609,0.0003777279],"study_design_scores_gemma":[0.000827361,0.00001442911,0.7767673,0.00006540352,0.0000919583,0.0003309064,0.2193125,0.0007232515,0.0002077446,0.000219422,0.001148676,0.0002910603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969681,0.0001103569,0.00001412232,0.0002106997,0.000103894,0.0007131143,3.638151e-7,0.00007411859,0.001805216],"genre_scores_gemma":[0.9990814,0.000002043247,0.0002261984,0.0001992697,0.0002206411,0.00006047593,0.000015038,0.00003478376,0.000160177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2183391,"threshold_uncertainty_score":0.9999977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314005893493085,"score_gpt":0.2829243424008747,"score_spread":0.2597842834659438,"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."}}