{"id":"W4401234033","doi":"10.32388/dpee22","title":"Review of: \"Appraisal of the UN Sustainable Development Goals: A Look Back and a Way Forward\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Process management; Engineering management; Computer science; Business; Political science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001264579,0.0005674571,0.001025685,0.000079496,0.0001212902,0.00002376474,0.0008111884,0.0002067175,0.019365],"category_scores_gemma":[0.0002674136,0.0003656333,0.0002854876,0.0007591486,0.0005345443,0.0001476231,0.002911126,0.0003727943,0.0006462068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005574239,"about_ca_system_score_gemma":0.0002461617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007107659,"about_ca_topic_score_gemma":0.00005590053,"domain_scores_codex":[0.9964955,0.0001192512,0.001115986,0.0006994702,0.0008892215,0.000680575],"domain_scores_gemma":[0.9985352,0.0001175551,0.0004492137,0.0007051394,0.00003371649,0.000159247],"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":[0.000003589411,0.0000553225,0.0002854654,0.09236809,0.00009369114,0.000009222581,0.0001718232,0.000001260367,0.000006844778,0.0001175483,0.8927971,0.01409004],"study_design_scores_gemma":[0.0001512412,0.00003003863,0.00123359,0.02447384,0.0002406099,0.00001934792,0.0002681928,0.000002392384,0.0003352872,0.0002559744,0.9725577,0.0004318398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001318549,0.6594149,0.00003274375,0.04102195,0.0009245909,0.004604586,0.00008545614,0.00005808005,0.2925391],"genre_scores_gemma":[0.000322646,0.1857266,0.001384945,0.007389643,0.00004888941,0.0001938666,0.0001275958,0.00007507174,0.8047308],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5121917,"threshold_uncertainty_score":0.9998795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225868297549855,"score_gpt":0.267287693421656,"score_spread":0.2550290104461574,"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."}}