{"id":"W4396720262","doi":"10.1016/j.jclepro.2024.142330","title":"Book review","year":2024,"lang":"fr","type":"article","venue":"Journal of Cleaner Production","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002336409,0.0001735675,0.0003712503,0.0001899312,0.00008328477,0.0001038582,0.0002099055,0.0001504779,0.005853291],"category_scores_gemma":[0.001225637,0.0001449336,0.0002980084,0.0005278927,0.0001847851,0.001047573,0.0000469573,0.0008695084,0.0002906012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000499494,"about_ca_system_score_gemma":0.0004871209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009787916,"about_ca_topic_score_gemma":0.00001123391,"domain_scores_codex":[0.9974461,0.0004956831,0.0007816803,0.0002686002,0.0006378079,0.0003700899],"domain_scores_gemma":[0.9984149,0.00006614747,0.0001624456,0.0003046306,0.0008748125,0.000177029],"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":[0.00005136259,0.0000903467,0.000002374057,0.006198732,0.0001172326,0.0002924577,0.00008907994,0.004681068,0.0001275794,0.004018618,0.6306733,0.3536579],"study_design_scores_gemma":[0.00008884021,0.0003187971,0.00002083654,0.006277004,0.0002079241,0.002543603,0.00009282791,0.0001083208,0.00188691,0.00440622,0.9839146,0.0001340886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004215905,0.7669398,0.00009440823,0.218461,0.007822187,0.0001196496,0.000001272163,0.00002151575,0.00611858],"genre_scores_gemma":[0.003265066,0.5276636,0.00009916543,0.00355915,0.005995721,0.000003067471,0.000002465357,0.00003230495,0.4593795],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4532609,"threshold_uncertainty_score":0.9950555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0147956080307434,"score_gpt":0.3116468205386086,"score_spread":0.2968512125078652,"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."}}