{"id":"W4406938857","doi":"10.5539/jsd.v18n1p130","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 18, No. 1","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; Environmental ethics; Political science; Regional science; Library science; Geography; Philosophy; Computer science; 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":[0.00395096,0.0004835744,0.001012738,0.001562551,0.0003839037,0.000243945,0.0008375458,0.0001799193,0.000292218],"category_scores_gemma":[0.007544953,0.0004308142,0.0003013818,0.001062894,0.00005175786,0.0008485344,0.0002171386,0.0005153581,0.00002845324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003528823,"about_ca_system_score_gemma":0.005123404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.30933e-7,"about_ca_topic_score_gemma":5.69867e-7,"domain_scores_codex":[0.9953362,0.00008431647,0.00237703,0.0002349373,0.0007182955,0.001249227],"domain_scores_gemma":[0.9490852,0.0001958497,0.0008237545,0.0002608972,0.04935985,0.0002744304],"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":[0.0002088167,0.000337099,0.0007681168,0.006029666,0.001231837,0.0005958384,0.001322133,0.002257596,0.0001589083,0.001157976,0.9714081,0.01452386],"study_design_scores_gemma":[0.002440287,0.0001837516,0.001037211,0.0008384222,0.0001427387,0.00001565488,0.0136056,0.0001344911,0.007576812,0.001135978,0.9724606,0.0004284065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.2060834,0.05251947,0.6578348,0.0004761465,0.05015356,0.00745401,0.000005274868,0.0003238403,0.02514946],"genre_scores_gemma":[0.1555238,0.003208686,0.2291098,0.0008146142,0.005381247,0.0005042611,0.00002508811,0.0004167916,0.6050157],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5798662,"threshold_uncertainty_score":0.9998144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335954427366933,"score_gpt":0.2656192448340894,"score_spread":0.2522597005604201,"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."}}