{"id":"W4408962325","doi":"10.1007/s44202-025-00338-3","title":"Emotion regulation, climate distress, and climate action in climate activist and student samples","year":2025,"lang":"en","type":"article","venue":"Discover Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Distress; Action (physics); Climate change; Psychology; Climate science; Social psychology; Environmental science; Climatology; Oceanography; Psychotherapist; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006692053,0.0001158454,0.0001712558,0.0001628679,0.0005116983,0.0001378688,0.0001265748,0.0001297153,0.000179966],"category_scores_gemma":[0.00004466807,0.0001200338,0.00002734057,0.0002549606,0.0003149381,0.0003402574,0.000131379,0.0001340419,0.00001250908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009065393,"about_ca_system_score_gemma":0.00001394269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004351574,"about_ca_topic_score_gemma":0.01402205,"domain_scores_codex":[0.9986204,0.0003610697,0.0002581764,0.0003258986,0.0001168177,0.0003176602],"domain_scores_gemma":[0.9994297,0.0001141724,0.0001103286,0.0002615184,0.00003572485,0.00004853873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002055096,0.0002475922,0.8563277,0.0001064278,0.00001404794,9.677794e-7,0.01194901,0.000004960572,0.001069309,0.05180424,0.0003464767,0.07792377],"study_design_scores_gemma":[0.0005698751,0.00002297301,0.9755329,0.00006827254,0.00001377361,0.000001172465,0.007160537,0.00004045201,0.000005896944,0.001929045,0.01454462,0.0001105058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710736,0.0003057836,0.0001293953,0.005966777,0.0003978587,0.0002959997,0.00006671963,0.00005534281,0.02170852],"genre_scores_gemma":[0.9412715,0.05792353,0.00005943913,0.000436742,0.00005132241,0.00003275989,0.0001547782,0.000007611326,0.00006233481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1192052,"threshold_uncertainty_score":0.7824634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2763043493952368,"score_gpt":0.5223304021875624,"score_spread":0.2460260527923256,"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."}}