{"id":"W4408076141","doi":"10.1016/j.horiz.2025.100134","title":"Two-Eyed Seeing and the Synoptic Transfer Framework: Braiding holistic and scientific ways of living in Education for Sustainable Development","year":2025,"lang":"en","type":"article","venue":"Sustainable Horizons","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Canada Research Chairs","keywords":"Sustainable development; Holistic education; Engineering ethics; Architectural engineering; Psychology; Mathematics education; Engineering; Ecology; Pedagogy; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002136959,0.0001720955,0.0002381063,0.0002001834,0.0008498571,0.0001763726,0.0001958218,0.00008543376,0.00006993031],"category_scores_gemma":[0.002169634,0.0001485154,0.0000416037,0.0007320471,0.0009226443,0.0003748887,0.0002797653,0.0002126366,0.000001161839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009134746,"about_ca_system_score_gemma":0.0004162351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007074925,"about_ca_topic_score_gemma":0.00006887148,"domain_scores_codex":[0.9982364,0.0001262109,0.0003759694,0.0004727583,0.0001837164,0.0006049529],"domain_scores_gemma":[0.9985116,0.001006363,0.00005341268,0.0002954312,0.00005729743,0.00007590665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001258443,0.0004411407,0.06367458,0.00173982,0.00002842799,0.00000779012,0.02323964,0.0006730739,0.0003364269,0.8976462,0.0005933755,0.01149367],"study_design_scores_gemma":[0.001794347,0.0001360559,0.1711941,0.0005157143,0.0001326483,0.000008396662,0.5709348,0.00247944,0.001190631,0.2144412,0.03646893,0.0007036782],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9812033,0.0007177757,0.01046574,0.002635153,0.00009567301,0.001670311,7.450593e-7,0.00001968521,0.003191666],"genre_scores_gemma":[0.9879552,0.00001734822,0.002104002,0.0003082902,0.00001199268,0.0003823816,0.000002722251,0.00001300348,0.009205108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6832049,"threshold_uncertainty_score":0.6536499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076536074721363,"score_gpt":0.261687642321895,"score_spread":0.2509222815746814,"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."}}