{"id":"W4205326039","doi":"10.5539/jsd.v15n1p82","title":"Reviewer Acknowledgements for Journal of Sustainable Development, Vol. 15, No. 1","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; 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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01643471,0.0003073899,0.0007271805,0.001064153,0.002531549,0.0002346185,0.001333626,0.0001161355,0.002374795],"category_scores_gemma":[0.04181905,0.0003024336,0.0002920927,0.001453563,0.0001723865,0.001209138,0.0004453892,0.0006125439,0.00003271623],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01103357,"about_ca_system_score_gemma":0.02291826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002922637,"about_ca_topic_score_gemma":0.00001287851,"domain_scores_codex":[0.9935262,0.0006651386,0.002247018,0.0002846346,0.001946644,0.001330357],"domain_scores_gemma":[0.8986352,0.000423758,0.002485421,0.0002643277,0.09777023,0.0004210304],"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":[0.0004159414,0.001268934,0.0077941,0.001288643,0.0004192813,0.0002822475,0.1069932,0.0002608431,0.00000989301,0.003297261,0.8718116,0.006158021],"study_design_scores_gemma":[0.0009243403,0.0002436186,0.002377852,0.00005692828,0.00005690394,0.000008309276,0.2694525,0.000001108921,0.0001507464,0.001872917,0.7246075,0.0002472898],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9197755,0.01111947,0.004832386,0.003888425,0.04597722,0.006909326,0.000004936107,0.00007653722,0.007416231],"genre_scores_gemma":[0.2733996,0.0006479373,0.05527667,0.001149482,0.01064634,0.0009760284,0.00002731797,0.0001973722,0.6576792],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.650263,"threshold_uncertainty_score":0.9999428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197139804429954,"score_gpt":0.3198827110864401,"score_spread":0.2979113130421405,"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."}}