{"id":"W7132087235","doi":"","title":"2024 ESG WHITE PAPER","year":2024,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Casa","funders":"","keywords":"","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":[0.003989782,0.001285307,0.00140361,0.005460577,0.003779593,0.01482245,0.002973334,0.009127186,0.6998879],"category_scores_gemma":[0.01766441,0.0008329917,0.001489924,0.004874805,0.001212185,0.003317448,0.003547746,0.004680703,0.7046155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004405141,"about_ca_system_score_gemma":0.01052678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03145231,"about_ca_topic_score_gemma":0.04827271,"domain_scores_codex":[0.9965485,0.0003295194,0.0001251328,0.0003209117,0.002012191,0.0006638104],"domain_scores_gemma":[0.993297,0.001109681,0.0002085291,0.001103298,0.002968589,0.001312919],"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":[0.00002397519,0.00001771654,0.00004141399,0.00002944294,0.000002393759,0.00001509428,0.00001346642,0.00003246761,0.00002888489,0.004410053,0.9907236,0.004661423],"study_design_scores_gemma":[0.00002683985,0.000009761196,0.0004705803,0.0001081593,0.000005720914,0.00001091076,0.0000514867,0.0000562644,0.0001421368,0.003254826,0.9958493,0.00001398072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003788249,0.0002644473,0.0004093235,0.005534628,0.002273925,0.0001935973,0.04465768,0.001819749,0.9444677],"genre_scores_gemma":[0.001047572,0.0001451351,0.0003073225,0.002597115,0.0002994309,0.0001446402,0.008860483,0.001230675,0.9853676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6998879,"threshold_uncertainty_score":0.4280734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059133746357978,"score_gpt":0.2429972637748391,"score_spread":0.2324059263112594,"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."}}