{"id":"W7018099060","doi":"","title":"Conceptualising and (re)modelling ESE teaching quality","year":2025,"lang":"da","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Situated; Normative; Sustainability; Presentation (obstetrics); Conversation; Quality (philosophy); Empirical research; Field (mathematics); Work (physics)","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":[0.01051877,0.0005396269,0.0004606215,0.003729302,0.001856804,0.01409395,0.002405041,0.002109433,0.004468773],"category_scores_gemma":[0.01788764,0.0003719564,0.0008283921,0.004047068,0.01854059,0.01504865,0.006377878,0.002665572,0.0004730868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01214908,"about_ca_system_score_gemma":0.006929852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385714,"about_ca_topic_score_gemma":0.01201384,"domain_scores_codex":[0.9911569,0.005671129,0.0004652701,0.0006716599,0.001438175,0.0005968371],"domain_scores_gemma":[0.9875952,0.008353637,0.001205349,0.001035626,0.001242474,0.000567696],"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":[0.00001376823,0.00004478938,0.004770841,0.0004499056,0.00002261757,0.0001804592,0.06017919,0.009074833,0.0002262488,0.8861561,0.001133006,0.03774824],"study_design_scores_gemma":[0.00002457398,0.0000812762,0.00517875,0.001959392,0.00004794985,0.0002991595,0.09810395,0.02676967,0.0007331145,0.7189078,0.1478312,0.00006306377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2268614,0.01535609,0.4881435,0.05129092,0.0005464552,0.0004795072,0.0004559116,0.0004044816,0.2164617],"genre_scores_gemma":[0.9306635,0.002794928,0.0615397,0.0004503395,0.00006658449,0.000200018,0.0001756511,0.00008902821,0.00402031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01409395,"threshold_uncertainty_score":0.08814818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714049500330831,"score_gpt":0.2942596295766128,"score_spread":0.2571191345733045,"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."}}