{"id":"W3023323988","doi":"10.1016/j.jclepro.2005.03.014","title":"","year":2005,"lang":"en","type":"article","venue":"Journal of Cleaner Production","topic":"Mining and Resource Management","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Transparency (behavior); Business; Accounting; Accountability; Legislation; Corporate governance; Jurisdiction; Sustainability reporting; Government (linguistics); Finance; Corporate social responsibility; Public relations; Political science","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":[0.0007515838,0.0001175271,0.0001854351,0.0002573636,0.00005782061,0.00003390029,0.0001377353,0.00004056354,0.00001121398],"category_scores_gemma":[0.000065087,0.00009465071,0.00009684453,0.0001351864,0.0000234152,0.0003917863,0.00001325584,0.0002853745,0.000004978268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022488,"about_ca_system_score_gemma":0.000005671663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.898572e-7,"about_ca_topic_score_gemma":0.000002863407,"domain_scores_codex":[0.9988304,0.00003102876,0.0005320148,0.00009348638,0.0003242712,0.000188805],"domain_scores_gemma":[0.9994645,0.00001039516,0.000160837,0.0001671901,0.0001136275,0.0000834966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003268226,0.00004075416,0.0005368803,0.00003342989,0.00007083148,0.000006969321,0.00150403,0.8465071,0.009042911,0.00001155725,0.00777278,0.1344401],"study_design_scores_gemma":[0.001169578,0.0003488959,0.01783952,0.0001702445,0.000143162,0.001373313,0.003114749,0.022296,0.1068472,0.00005111683,0.8462644,0.0003818582],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910935,0.0005648556,0.002511771,0.003499281,0.001139754,0.00006431281,9.590995e-8,0.00008848492,0.001038],"genre_scores_gemma":[0.9919873,0.0002033903,0.002918369,0.00005383622,0.004347695,0.00000115355,2.483307e-7,0.00002334621,0.0004646005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8384916,"threshold_uncertainty_score":0.3859744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007639136245270412,"score_gpt":0.195506111576908,"score_spread":0.1878669753316376,"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."}}