{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004023071,0.0003090792,0.0001680442,0.0009442128,0.000933216,0.00244513,0.0004828739,0.0007900232,0.3398632],"category_scores_gemma":[0.00106239,0.0001285347,0.0001316578,0.0006895468,0.000532895,0.001201346,0.0008293197,0.0005843059,0.165013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008990245,"about_ca_system_score_gemma":0.001698582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003622792,"about_ca_topic_score_gemma":0.006584034,"domain_scores_codex":[0.9997528,0.00001788677,0.0000104461,0.00003609735,0.0001476165,0.0000350729],"domain_scores_gemma":[0.9993648,0.00003871114,0.00002096281,0.0001000891,0.0003621339,0.0001132284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009527549,0.0001321414,0.001804255,0.0001020764,0.000007521743,0.0001293228,0.0001912878,0.0002546569,0.004412759,0.09010012,0.575372,0.3273985],"study_design_scores_gemma":[0.000004597252,0.00001213847,0.001300269,0.00002834129,0.000003142866,0.00009259002,0.0001041688,0.0001502766,0.001392051,0.005384888,0.9915242,0.000003307561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004768964,0.001304775,0.003921764,0.006733663,0.002567274,0.00005457042,0.0006695262,0.0004552947,0.9795242],"genre_scores_gemma":[0.02525258,0.001324068,0.001559815,0.0007430665,0.0003251528,0.00001946486,0.0007611864,0.00007941014,0.9699354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6601368,"threshold_uncertainty_score":0,"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."}}