{"id":"W4401824564","doi":"10.1021/acs.jchemed.4c00548","title":"Climate Action Can “Flip the Switch”: Resourcing Climate Empowerment in Chemistry Education","year":2024,"lang":"en","type":"article","venue":"Journal of Chemical Education","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Chemistry education; Curriculum; Empowerment; Science education; Chemistry; Sustainability; Mathematics education; Pedagogy; Psychology; Sociology; Political science; Ecology","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":[0.0003287789,0.0001218776,0.0001187329,0.00002503923,0.00003748732,0.0000659349,0.0001992395,0.00009065324,0.0003910791],"category_scores_gemma":[0.00009581428,0.00009408163,0.00008604787,0.0002744883,0.00004639463,0.0001799658,0.00006137414,0.0004657558,0.00001698226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007137773,"about_ca_system_score_gemma":0.000141251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000020443,"about_ca_topic_score_gemma":0.000001037185,"domain_scores_codex":[0.9989309,0.00001175196,0.0004040159,0.0001670491,0.0002660055,0.0002202704],"domain_scores_gemma":[0.9995328,0.00006050735,0.0001318779,0.0001459991,0.00001839197,0.0001104272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002112344,0.0001599731,0.0006646786,0.0001468159,0.000005688634,0.000001558944,0.0004764117,0.0002651832,0.9663627,0.00001167336,0.002128737,0.02975548],"study_design_scores_gemma":[0.0001267199,0.000009901086,0.001243671,0.0005250421,0.00003513525,0.0001856672,0.0009394352,0.0009747608,0.9773074,0.0004004526,0.01807817,0.0001736879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924771,0.0003748235,0.00001352713,0.002005814,0.0004849847,0.0000595805,0.000001378157,0.00001765097,0.004565205],"genre_scores_gemma":[0.9988505,0.0001423486,0.0001832332,0.0001346677,0.0005306969,0.00001308678,0.00001055941,0.00001421591,0.0001207524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0295818,"threshold_uncertainty_score":0.4282042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00499372307781348,"score_gpt":0.2546099200884716,"score_spread":0.2496161970106581,"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."}}