{"id":"W2888204383","doi":"10.1002/bse.2227","title":"What drives voluntary corporate water disclosures? <scp>T</scp>he effect of country‐level institutions","year":2018,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Incentive; Business; Affect (linguistics); Turnover; Voluntary disclosure; Accounting; Public economics; Economics; Psychology; Microeconomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004156485,0.00012673,0.0002568913,0.0008582138,0.0006867603,0.00353771,0.0004028025,0.0008224937,0.007619818],"category_scores_gemma":[0.03082812,0.0001653583,0.0003435223,0.00108654,0.001713605,0.001386169,0.001387114,0.0006882413,0.0004360986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009819602,"about_ca_system_score_gemma":0.001310739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007630726,"about_ca_topic_score_gemma":0.01019025,"domain_scores_codex":[0.9964926,0.001956593,0.0002436732,0.0002886222,0.0003684851,0.0006500599],"domain_scores_gemma":[0.9073463,0.04169772,0.04072506,0.003337547,0.003220004,0.003673319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001591348,0.0002390852,0.9787654,0.00005125441,0.000145836,0.0002423858,0.0009873834,0.001718335,0.0004141423,0.004467129,0.0006531726,0.01215679],"study_design_scores_gemma":[0.00001394669,0.000146433,0.9822729,0.00009477746,0.0000874395,0.00009591231,0.006373717,0.002692412,0.001203817,0.003678526,0.00331076,0.00002925205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894106,0.000233301,0.0005430974,0.001404044,0.00001528371,0.00002251173,0.00009865348,0.00000828732,0.008264244],"genre_scores_gemma":[0.9994672,0.00005499987,0.0000694453,0.00004578896,0.00000616652,0.000003044694,0.00002053843,0.000001751926,0.0003311489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007630726,"threshold_uncertainty_score":0.02549088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03080676195675251,"score_gpt":0.2333028677939092,"score_spread":0.2024961058371567,"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."}}