{"id":"W4405662119","doi":"10.1038/s44168-024-00204-3","title":"Shifting and sharing power in urban climate justice work: experiments in transformative learning in Vancouver, Canada","year":2024,"lang":"en","type":"article","venue":"npj Climate Action","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emily Carr University of Art and Design; University of British Columbia","funders":"City of Vancouver; Real Estate Foundation of British Columbia; Mitacs","keywords":"Transformative learning; Work (physics); Economic Justice; Power (physics); Climate justice; Sociology; Power sharing; Environmental justice; Political science; Climate change; Pedagogy; Engineering; Law; Oceanography; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001201698,0.00009078097,0.0001177104,0.0001563105,0.0003829075,0.0001312376,0.00006276942,0.00008550033,0.0002271325],"category_scores_gemma":[0.0002254875,0.0001061875,0.00001807087,0.001018071,0.00002831714,0.0008932375,0.00002149507,0.0004544396,0.00001024773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008747106,"about_ca_system_score_gemma":0.0002309668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1675702,"about_ca_topic_score_gemma":0.7869683,"domain_scores_codex":[0.9987116,0.0002185559,0.0002578785,0.0002134127,0.0002074951,0.0003910601],"domain_scores_gemma":[0.9994519,0.000370176,0.00005922478,0.00004298449,0.00001809944,0.00005766315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002168427,0.0001183895,0.4434648,0.0003239792,0.00001800731,0.00005139094,0.5306167,0.0003186085,0.0001136943,0.007277961,0.002146855,0.01533279],"study_design_scores_gemma":[0.0006128363,0.00002711059,0.114167,0.0004902671,0.00002805444,8.62559e-7,0.7118257,0.001331271,0.00006595283,0.0001815375,0.1708926,0.0003767346],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334565,0.0004442692,0.00000746491,0.001376939,0.002539159,0.0002122239,0.000001643801,0.00007794677,0.06188385],"genre_scores_gemma":[0.9986304,0.000712569,0.00004415356,0.0001300998,0.00006797491,0.00002737835,0.000003652701,0.00001140064,0.0003723699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6193981,"threshold_uncertainty_score":0.837973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0402223844337322,"score_gpt":0.3724515742901241,"score_spread":0.3322291898563919,"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."}}