{"id":"W4403046876","doi":"10.1002/bsd2.70014","title":"Organizational sensemaking and environmental performance: A longitudinal study of publicly traded firms' sustainability reports","year":2024,"lang":"en","type":"article","venue":"Business Strategy & Development","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université Laval","funders":"Concordia University; Université Laval","keywords":"Sensemaking; Sustainability; Business; Environmental reporting; Sustainability reporting; Longitudinal study; Accounting; Environmental resource management; Economics; Public relations; Political science; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006493696,0.0004197189,0.000386759,0.000391139,0.0003645152,0.0005073954,0.0001835084,0.0001118017,0.0003739819],"category_scores_gemma":[0.0001067993,0.0003966529,0.00003884893,0.001254791,0.0002321938,0.001683466,0.0004582919,0.0001919864,0.00001488752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005104496,"about_ca_system_score_gemma":0.0002946991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003591835,"about_ca_topic_score_gemma":0.00008447641,"domain_scores_codex":[0.9970262,0.0000207291,0.0008907909,0.0008708176,0.0007301918,0.0004612567],"domain_scores_gemma":[0.9990494,0.00004525821,0.0002600008,0.0003756975,0.000237142,0.00003253529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004828359,0.001053513,0.9850007,0.002457605,0.0001045816,0.0003341432,0.0005981481,0.0008694474,0.0001904303,0.0007523203,0.00006142571,0.008529379],"study_design_scores_gemma":[0.0004049355,0.00002702058,0.9915943,0.00007959027,0.00008611938,0.0001008338,0.003916972,0.0009471675,0.00008276497,0.0008837183,0.001430113,0.0004464556],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974554,0.0001967934,0.0001642394,0.0003452451,0.0002746972,0.00104396,0.000002394042,0.000170896,0.0003463815],"genre_scores_gemma":[0.9991894,0.0000146969,0.0001375591,0.00004326627,0.0002040669,0.00008945267,0.0001345663,0.0000605201,0.0001264663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008082923,"threshold_uncertainty_score":0.9998485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153933160293065,"score_gpt":0.2200360388776566,"score_spread":0.2046427228483501,"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."}}