{"id":"W4411694444","doi":"10.17275/per.25.57.12.4","title":"A Comparative Investigation of Environmental Literacy Dimensions in Science Curricula of Several Countries","year":2025,"lang":"en","type":"article","venue":"Participatory Educational Research","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Mathematics education; Literacy; Scientific literacy; Science education; Sociology; Engineering ethics; Pedagogy; Psychology; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001732443,0.00008489646,0.0001560488,0.0002695477,0.0001989989,0.00001517179,0.0002727941,0.0000332355,0.002615189],"category_scores_gemma":[0.0003905371,0.0000835798,0.00002933499,0.001066535,0.0044239,0.0003671022,0.0002466376,0.000174733,0.00008648754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00098488,"about_ca_system_score_gemma":0.0005863014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002940804,"about_ca_topic_score_gemma":0.00003171296,"domain_scores_codex":[0.9978902,0.0002921269,0.0003882533,0.0003138468,0.0008022491,0.0003133003],"domain_scores_gemma":[0.9988655,0.0006023157,0.00007723794,0.0002801076,0.00005197257,0.000122799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002493219,0.0005383082,0.9611097,0.0000271574,0.000003620248,1.358449e-7,0.009729589,0.0006275765,0.02366973,0.003719523,0.0004137785,0.0001359798],"study_design_scores_gemma":[0.0001458322,0.00003172841,0.9770843,0.00003511046,0.000003372937,2.970489e-7,0.002929862,0.0008142737,0.01426073,0.004147006,0.0004850963,0.00006238425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957635,0.0001104677,0.000006126472,0.0009119128,0.00007229366,0.0003415238,0.0000117442,0.000002194538,0.002780238],"genre_scores_gemma":[0.9988617,0.00001376505,0.0003081666,0.00007600829,0.000006543738,0.0001223145,0.000007751788,0.000003002719,0.0006006975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597464,"threshold_uncertainty_score":0.9982966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08127864055126381,"score_gpt":0.4479036505406039,"score_spread":0.3666250099893401,"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."}}