{"id":"W4386421015","doi":"10.3389/fenvs.2023.1279567","title":"Editorial: Socioeconomic transition and environmental footprints","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Environmental Science","topic":"Environmental Impact and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Socioeconomic status; Environmental science; Environmental resource management; Environmental planning; Sociology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004771061,0.005243282,0.00369661,0.004081798,0.002799193,0.006782662,0.003460114,0.01191782,0.03123237],"category_scores_gemma":[0.02184111,0.0009434592,0.003049345,0.001977152,0.00175317,0.004312439,0.001601788,0.01342925,0.01683978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002932463,"about_ca_system_score_gemma":0.002934197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353905,"about_ca_topic_score_gemma":0.005488171,"domain_scores_codex":[0.9968284,0.0005235858,0.0003829701,0.00043719,0.001562607,0.0002651921],"domain_scores_gemma":[0.985801,0.005058615,0.0007877187,0.0003719802,0.006178511,0.001802133],"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":[0.00001564718,0.000005154009,0.00001379703,0.00007841038,0.000008796284,0.00004272464,0.000004238456,0.00001489707,0.00001425313,0.0001444366,0.9976928,0.001964834],"study_design_scores_gemma":[0.00007072855,0.00002019188,0.0003504994,0.0005560711,0.00005591141,0.000203653,0.00004921274,0.0001436876,0.00009245306,0.001806537,0.9966272,0.00002398326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002552553,0.002903576,0.00005965056,0.02726374,0.9681597,0.00001232098,0.000106697,0.00003333579,0.001435473],"genre_scores_gemma":[0.0005004607,0.003884028,0.00005790066,0.01276852,0.9730461,0.00002177288,0.00007242215,0.00003088194,0.009617839],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.03123237,"threshold_uncertainty_score":0.1044827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002536361815012365,"score_gpt":0.20618372166145,"score_spread":0.2036473598464376,"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."}}