{"id":"W4400666355","doi":"10.1080/26395916.2024.2370539","title":"Relational approaches to sustainability transformations: walking together in a world of many worlds","year":2024,"lang":"en","type":"article","venue":"Ecosystems and People","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Vetenskapsrådet","keywords":"Transformative learning; Sociology; Indigenous; Agency (philosophy); Conceptual framework; Traditional knowledge; Sustainability; Anthropocene; Environmental ethics; Epistemology; Ecology; Social science","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":[0.009404249,0.0008920578,0.0006104061,0.002560985,0.01316975,0.01886841,0.002635304,0.003684113,0.007381328],"category_scores_gemma":[0.00661943,0.0004451499,0.000649458,0.003341585,0.08907017,0.02657617,0.0213358,0.006839796,0.0007927321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01031654,"about_ca_system_score_gemma":0.007477703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007230409,"about_ca_topic_score_gemma":0.01135474,"domain_scores_codex":[0.9898899,0.007306287,0.0001818281,0.0008878956,0.000979278,0.0007547209],"domain_scores_gemma":[0.9946715,0.002836763,0.0005736792,0.0007081814,0.0004842778,0.0007255699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000726293,0.00001539182,0.0004223805,0.0000814625,0.000007652179,0.0001757043,0.1160782,0.0002267182,0.0001840335,0.8717568,0.001704009,0.00934027],"study_design_scores_gemma":[0.000006756071,0.00002124432,0.0006413073,0.0002921658,0.00001215923,0.0002887102,0.1757052,0.0003886133,0.0002732601,0.6436428,0.1787036,0.00002423245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0732535,0.02190159,0.1776844,0.1492888,0.001116484,0.0002618262,0.000132438,0.0003031426,0.5760578],"genre_scores_gemma":[0.9411311,0.01069671,0.02495429,0.005739285,0.000325936,0.0002728459,0.00008803682,0.0002132206,0.01657868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01886841,"threshold_uncertainty_score":0.07485205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368125057497136,"score_gpt":0.2365438984059828,"score_spread":0.2128626478310114,"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."}}