{"id":"W4404730210","doi":"10.3389/frsus.2024.1371737","title":"Workplace eco-anxiety: a scoping review of what we know and how to mitigate the consequences","year":2024,"lang":"en","type":"review","venue":"Frontiers in Sustainability","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Anxiety; Psychology; Engineering ethics; Applied psychology; Engineering; Psychiatry","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":[0.009896035,0.001741668,0.004149302,0.0169695,0.001467336,0.004989795,0.002388788,0.003756704,0.004694126],"category_scores_gemma":[0.05625723,0.001203168,0.005168043,0.01344379,0.001984667,0.004903553,0.0029005,0.00307625,0.0007572317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003918723,"about_ca_system_score_gemma":0.01898819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01045181,"about_ca_topic_score_gemma":0.02330892,"domain_scores_codex":[0.9932474,0.001937646,0.002433377,0.0005559937,0.001556761,0.0002688397],"domain_scores_gemma":[0.9380597,0.04996361,0.005133636,0.0009088695,0.0053839,0.0005501999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007275418,0.00006023376,0.0006042305,0.6667818,0.001107125,0.0001572171,0.001450439,0.0002861099,0.0002232335,0.002264714,0.00926325,0.317729],"study_design_scores_gemma":[0.00001351435,0.0000472738,0.00123737,0.9274397,0.002689076,0.0002494426,0.0007967977,0.00007259002,0.0001200332,0.001266242,0.06604065,0.00002724816],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002466597,0.998023,0.0001726323,0.0008131856,0.0002098509,0.00005302522,0.00005533394,0.000006754567,0.0004195178],"genre_scores_gemma":[0.002383454,0.9964765,0.0003149963,0.0004729174,0.00008889652,0.0001155809,0.00006088874,0.000004923804,0.00008179688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0169695,"threshold_uncertainty_score":0.05233586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01317223749310141,"score_gpt":0.3152471632238303,"score_spread":0.3020749257307289,"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."}}