{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000758197,0.0006947672,0.0007741031,0.00291481,0.001069281,0.004168506,0.001132266,0.001980074,0.4046566],"category_scores_gemma":[0.004403085,0.0003374105,0.0004560359,0.002575662,0.0005613838,0.002069165,0.001395098,0.002440598,0.3886569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601422,"about_ca_system_score_gemma":0.002890022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003567318,"about_ca_topic_score_gemma":0.009398689,"domain_scores_codex":[0.9991243,0.00006544635,0.00002283477,0.00008325669,0.0006326238,0.00007150388],"domain_scores_gemma":[0.9972882,0.000365598,0.0001103687,0.0001609421,0.001578649,0.0004962421],"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":[0.000004409327,0.000007082005,0.00001847988,0.00005768674,0.000001139061,0.0000150147,0.000006397509,0.00001974635,0.00005198344,0.001037502,0.9567659,0.04201471],"study_design_scores_gemma":[0.000001671905,0.000002989853,0.00004495062,0.00005578175,9.623748e-7,0.0000243688,0.000008725934,0.000008913036,0.00001685968,0.0003338846,0.9994994,0.000001422774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0004084123,0.08204257,0.001533435,0.03571136,0.08051131,0.0001597512,0.001151464,0.0006745226,0.7978072],"genre_scores_gemma":[0.0006879241,0.01407263,0.0003179656,0.00449967,0.007178828,0.00003364161,0.0003887123,0.0001253241,0.9726953],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4046566,"threshold_uncertainty_score":0.8491851,"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."}}