{"id":"W4414482611","doi":"10.1002/eas2.70029","title":"Emotional turmoil: The psycho‐social uncertainty and sensemaking challenges of climate action","year":2025,"lang":"en","type":"article","venue":"Earth stewardship.","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Community College; Government of British Columbia; Government of Canada; University of British Columbia","funders":"Mitacs","keywords":"Sensemaking; Climate change; Context (archaeology); Agency (philosophy); Action (physics); Feeling; Perception; Identity (music); Cognitive reframing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01000501,0.0004338511,0.0005260825,0.001187884,0.01510361,0.01370055,0.001533093,0.002798396,0.002156277],"category_scores_gemma":[0.01351437,0.0003748914,0.000646401,0.0008905669,0.04131667,0.004850254,0.01122935,0.006505715,0.0001625382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01069562,"about_ca_system_score_gemma":0.008928675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06333677,"about_ca_topic_score_gemma":0.05800678,"domain_scores_codex":[0.9876071,0.007211715,0.0001726752,0.0005647165,0.002188549,0.002255272],"domain_scores_gemma":[0.9884492,0.006200342,0.001717395,0.0004804737,0.001363123,0.001789574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003512331,0.00004625312,0.009760987,0.00008991886,0.00003083465,0.0006919886,0.9476228,0.0002716426,0.0006641675,0.03144508,0.002037331,0.007303857],"study_design_scores_gemma":[0.00000518216,0.0000217455,0.009178558,0.0001134525,0.00001322022,0.0001778419,0.9622608,0.0002944293,0.000161212,0.01127815,0.01645088,0.00004450184],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8766303,0.001905767,0.005627473,0.03977866,0.0004891962,0.00005980299,0.00005203063,0.00003773267,0.07541905],"genre_scores_gemma":[0.9982035,0.0001947297,0.0001388742,0.0008466089,0.00002312764,0.000009179875,0.000005097281,0.000005180781,0.0005737141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06333677,"threshold_uncertainty_score":0.1259363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3451334485880855,"score_gpt":0.4583798298019888,"score_spread":0.1132463812139033,"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."}}