{"id":"W4409792782","doi":"10.1016/b978-0-443-21964-1.00039-2","title":"The Great Acceleration","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Ukraine: War, Education, Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Acceleration; Environmental science; Physics; Classical mechanics","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":["insufficient_payload"],"category_scores_codex":[0.0004346043,0.0003012659,0.0002270304,0.00004354983,0.0006490701,0.00009426451,0.0004840529,0.0002201101,0.002368771],"category_scores_gemma":[0.00002765837,0.0002273533,0.0001144611,0.00002168955,0.0002559437,0.00006893537,0.0001516203,0.000382894,0.001762679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000533425,"about_ca_system_score_gemma":0.0002158837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001583882,"about_ca_topic_score_gemma":0.001045143,"domain_scores_codex":[0.9983686,0.00004799581,0.0003992287,0.0004589591,0.0004083532,0.0003169297],"domain_scores_gemma":[0.9987389,0.0001418185,0.0002118338,0.000767032,0.00002197744,0.0001184628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004530488,0.000003711533,0.00007174584,0.00001640313,0.00001578765,0.000001178317,0.0003508966,0.000001568175,0.000005941715,0.005351477,0.01353037,0.9806464],"study_design_scores_gemma":[0.00007631368,0.00002201307,0.000507472,0.00006921419,0.0000348208,0.000003782422,0.000006629098,0.0000118135,0.00001533682,0.01068478,0.988358,0.0002098443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006517323,0.0004157527,0.000004573814,0.001236942,0.0007869398,0.0007400422,0.00001147054,0.00005638423,0.9966827],"genre_scores_gemma":[0.0003040596,0.0004185214,0.0002319305,0.000967713,0.0003060792,0.00005606238,0.00002785075,0.00003984049,0.9976479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9804366,"threshold_uncertainty_score":0.9990146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465265654223731,"score_gpt":0.254466119783929,"score_spread":0.2398134632416917,"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."}}