{"id":"W4412765303","doi":"10.5539/jsd.v18n4p220","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 18, No. 4","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Regional science; Library science; Political science; Computer science; Geography; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003952037,0.0004835476,0.001013005,0.001562712,0.0003840271,0.0002444369,0.0008376161,0.0001799193,0.0002828469],"category_scores_gemma":[0.007461506,0.0004307925,0.0003013851,0.001062481,0.00005176799,0.0008491397,0.0002170809,0.0005152636,0.00002823686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003529086,"about_ca_system_score_gemma":0.005110667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.326397e-7,"about_ca_topic_score_gemma":5.747177e-7,"domain_scores_codex":[0.9953347,0.00008424471,0.002378519,0.0002348762,0.0007183752,0.001249265],"domain_scores_gemma":[0.9494461,0.0001948064,0.0008240332,0.0002607215,0.04899994,0.0002744463],"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":[0.0002144849,0.0003418713,0.000781158,0.006157936,0.001248458,0.000611586,0.001341931,0.002265125,0.0001595329,0.001201714,0.9707889,0.01488728],"study_design_scores_gemma":[0.002459947,0.0001860678,0.00103662,0.0008389474,0.0001426297,0.00001567329,0.01359341,0.0001350794,0.007583893,0.001148051,0.972431,0.0004286954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2051653,0.05253843,0.6591868,0.000470665,0.04985003,0.007410756,0.000005139598,0.0003217685,0.02505111],"genre_scores_gemma":[0.1605173,0.003258074,0.228229,0.0008182373,0.005409606,0.0004990373,0.00002486893,0.0004184395,0.6008254],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5757743,"threshold_uncertainty_score":0.9998144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323982258675653,"score_gpt":0.2656278203836296,"score_spread":0.252387997796873,"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."}}