{"id":"W4413868529","doi":"10.3389/fenvs.2025.1594740","title":"Silent violence in the just transition: structural barriers, governance design, and the hidden costs of climate policy","year":2025,"lang":"en","type":"article","venue":"Frontiers in Environmental Science","topic":"Mining and Resource Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Climate change; Transition (genetics); Climate policy; Business; Environmental planning; Environmental resource management; Natural resource economics; Economics; Environmental science; Ecology; Chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0005715798,0.00008352334,0.0001013832,0.00006691628,0.0001078736,0.00002219354,0.0003633293,0.00002072741,0.000005470331],"category_scores_gemma":[0.00001344896,0.0000524785,0.0000173821,0.0003260219,0.000797693,0.00007419723,0.00006537326,0.000102921,4.611861e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349439,"about_ca_system_score_gemma":0.00001101879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006268574,"about_ca_topic_score_gemma":0.000003568909,"domain_scores_codex":[0.9992183,0.00005854244,0.0001439988,0.0001514793,0.0002160145,0.0002117014],"domain_scores_gemma":[0.9997612,0.00003244263,0.00002373225,0.0001571995,8.326951e-7,0.00002462561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003345502,0.00006554818,0.07240994,0.000247438,0.00005459068,0.00003305201,0.04731152,0.4724312,0.003964837,0.0191667,0.001683264,0.3822974],"study_design_scores_gemma":[0.002415049,0.0000561382,0.4224379,0.0004948426,0.00002944666,0.000007805595,0.02578943,0.544025,0.002316949,0.001167419,0.0009316067,0.000328438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895621,0.001846169,0.005528851,0.0006949194,0.000230685,0.0003935373,0.0000110123,0.00001079731,0.001721952],"genre_scores_gemma":[0.996348,0.002332986,0.00109878,0.0001773115,0.000009356403,0.00001883291,4.645227e-7,0.00000304727,0.00001122424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3819689,"threshold_uncertainty_score":0.2939133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002801814659820656,"score_gpt":0.1878504288351887,"score_spread":0.185048614175368,"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."}}