{"id":"W4415176956","doi":"10.1080/00958964.2025.2567389","title":"Thinking with the refrain: What is sustained in sustainability?","year":2025,"lang":"en","type":"article","venue":"The Journal of Environmental Education","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina; University of Manitoba","funders":"","keywords":"Environmental education; Qualitative research; Critical thinking; Research methodology; Teaching method","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001860753,0.0001760935,0.0001638856,0.0001030996,0.0003170898,0.00009322502,0.0006713274,0.00005778354,0.001204636],"category_scores_gemma":[0.00007047894,0.00009678872,0.00007064733,0.0004784979,0.0007010464,0.0008412602,0.0002019869,0.0004142067,0.0000198646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002680587,"about_ca_system_score_gemma":0.000232836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001097742,"about_ca_topic_score_gemma":0.00004641734,"domain_scores_codex":[0.9982489,0.0003512036,0.0004228939,0.0001915251,0.0005147386,0.0002706878],"domain_scores_gemma":[0.9989266,0.0002112807,0.0002863946,0.0004942438,0.00001350723,0.00006795782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001085596,0.004452016,0.5934002,0.0001124422,0.0001111944,0.00001032772,0.09791434,0.005935348,0.002580896,0.001712015,0.02434074,0.2683448],"study_design_scores_gemma":[0.0005220338,0.0001602712,0.595912,0.00006309803,0.00006536004,0.00003913246,0.349362,0.000045131,0.0005781054,0.0115141,0.04157131,0.0001675463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315067,0.0009068767,0.0001448723,0.0646515,0.0002167025,0.0005521519,6.418162e-7,0.00000454352,0.002016019],"genre_scores_gemma":[0.9897505,0.0005108853,0.0001233146,0.005499557,0.00003693314,0.00002069486,0.000001762991,0.00001146809,0.004044882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2681773,"threshold_uncertainty_score":0.9997084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002744920739914478,"score_gpt":0.2424523087005297,"score_spread":0.2397073879606152,"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."}}