{"id":"W4310181331","doi":"10.5539/jsd.v15n6p103","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 15, No. 6","year":2022,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Political science; Regional science; Environmental ethics; Engineering ethics; Sociology; Philosophy; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01644639,0.0003073998,0.0007274749,0.001064215,0.002532134,0.0002351188,0.00133343,0.0001161353,0.002279887],"category_scores_gemma":[0.04148563,0.0003024334,0.0002921103,0.001453422,0.0001724307,0.001210119,0.0004453009,0.0006125233,0.00003233779],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.011025,"about_ca_system_score_gemma":0.02288351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002974497,"about_ca_topic_score_gemma":0.00001321409,"domain_scores_codex":[0.9935244,0.0006650382,0.002248497,0.0002845955,0.001946997,0.001330502],"domain_scores_gemma":[0.8988752,0.0004205084,0.002483153,0.0002637784,0.09753679,0.0004205846],"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":[0.0004262107,0.001299461,0.007935323,0.001324516,0.0004274427,0.0002914345,0.1094331,0.000262746,0.00001003444,0.003470632,0.8687626,0.006356464],"study_design_scores_gemma":[0.0009312608,0.0002439322,0.002392673,0.00005692608,0.0000568278,0.000008307831,0.2694377,0.000001101194,0.0001508394,0.001891865,0.7245812,0.000247305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9195691,0.01120849,0.004873173,0.003884712,0.04597023,0.00691583,0.000004788347,0.00007648698,0.007497165],"genre_scores_gemma":[0.2778903,0.0006518521,0.05455527,0.001145456,0.01061421,0.0009581007,0.00002666219,0.0001965094,0.6539617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6464645,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160150212039049,"score_gpt":0.3195326644600141,"score_spread":0.2979311623396236,"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."}}