{"id":"W7018819664","doi":"","title":"ERM Acquires Canadian ESG and Sustainability Consultancy Stratos","year":2021,"lang":"en","type":"other","venue":"","topic":"Quality and Management Systems","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Corporate sustainability; Sustainability reporting; Corporate governance; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002666932,0.0003183771,0.0004031546,0.0004735146,0.0001353213,0.0005585302,0.0002144727,0.0002594228,0.01086824],"category_scores_gemma":[0.000160584,0.0003042734,0.00006551062,0.0003357307,0.0001120047,0.0002130375,0.0001592361,0.0001235076,0.0001211746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008100144,"about_ca_system_score_gemma":0.000211067,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6540985,"about_ca_topic_score_gemma":0.7906053,"domain_scores_codex":[0.9985357,0.00002317396,0.0002795207,0.0005258864,0.0001938345,0.0004418903],"domain_scores_gemma":[0.9991413,0.00002387104,0.0001900101,0.0004487354,0.000149652,0.00004647534],"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":[0.000001774447,0.00002242356,0.004982326,0.003241258,0.00008589153,0.0001164866,0.00001496837,2.971259e-7,3.14805e-7,0.2076015,0.781939,0.001993707],"study_design_scores_gemma":[0.0002502195,0.000001972258,0.001253294,0.0001805986,0.00005954444,0.000001567166,0.00135562,0.00003893405,2.552741e-7,0.001762677,0.9947425,0.0003528625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000163516,0.001118761,0.000121575,0.001916586,0.0005449652,0.0007961434,0.0000111674,0.0002427633,0.9950845],"genre_scores_gemma":[0.06190021,0.00005881048,0.00002289023,0.003133405,0.001473492,0.00004649706,0.000172702,0.0002082524,0.9329838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2128034,"threshold_uncertainty_score":0.9999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384050807125866,"score_gpt":0.2337144800105873,"score_spread":0.2198739719393287,"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."}}