{"id":"W4407703651","doi":"10.1007/s10745-025-00580-2","title":"Exploring Eco-Grief, Transformative Learning, and Action in Environmental Observers","year":2025,"lang":"en","type":"article","venue":"Human Ecology","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Manitoba; NSCAD University; University of Winnipeg; Dalhousie University","funders":"","keywords":"Transformative learning; Grief; Action (physics); Psychology; Environmental ethics; Environmental education; Sociology; Psychotherapist; Social psychology; Developmental psychology; Pedagogy; Philosophy","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":[0.006165064,0.0002791774,0.0002595915,0.0005701708,0.00319911,0.004359744,0.0006738115,0.001175632,0.00190597],"category_scores_gemma":[0.009365924,0.0001540158,0.0002740771,0.0003272103,0.01442035,0.004177927,0.006148821,0.002732087,0.0001599359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001718925,"about_ca_system_score_gemma":0.001529078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002286921,"about_ca_topic_score_gemma":0.004395361,"domain_scores_codex":[0.995737,0.00308933,0.00006349359,0.0003233654,0.0003648257,0.0004220046],"domain_scores_gemma":[0.9953479,0.002769113,0.000629456,0.0003027621,0.0003670772,0.0005836661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003789543,0.0001318658,0.01179203,0.00007224229,0.000007233083,0.0004630352,0.9535202,0.0001215167,0.001565907,0.02131948,0.0003798355,0.01058877],"study_design_scores_gemma":[0.00001408484,0.0001783864,0.01475013,0.0001663883,0.00001345207,0.0005948771,0.9275205,0.0007224579,0.0012687,0.02186807,0.03285801,0.00004491239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649267,0.0005816505,0.009552081,0.002789982,0.00008226515,0.00004322004,0.000009597883,0.00001598586,0.02199849],"genre_scores_gemma":[0.9972474,0.0001864043,0.0008383665,0.0001856275,0.00001007872,0.00001776347,0.000006351847,0.000006138681,0.001501689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006165064,"threshold_uncertainty_score":0.03260434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08128722612069883,"score_gpt":0.3445845528222864,"score_spread":0.2632973267015876,"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."}}