{"id":"W4313448534","doi":"10.1039/d2rp00229a","title":"Developing green chemistry educational principles by exploring the pedagogical content knowledge of secondary and pre-secondary school teachers","year":2022,"lang":"en","type":"article","venue":"Chemistry Education Research and Practice","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Mathematics education; Chemistry education; Perspective (graphical); Science education; Green chemistry; Pedagogy; Sociology; Psychology; Organic chemistry; Physics; Computer science; Quality (philosophy)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001661506,0.0002015027,0.0003150892,0.001013296,0.00301375,0.004550045,0.0005680564,0.0006749459,0.002795036],"category_scores_gemma":[0.002630888,0.0002247524,0.0002384105,0.0007115724,0.002930919,0.001899773,0.002393289,0.001462131,0.0005045314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003248933,"about_ca_system_score_gemma":0.0089892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008459679,"about_ca_topic_score_gemma":0.03009329,"domain_scores_codex":[0.9992949,0.0002065951,0.00003575912,0.0001209797,0.0001837434,0.0001580958],"domain_scores_gemma":[0.9979593,0.001129938,0.0001839837,0.0001202986,0.0003356191,0.0002709104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005210786,0.001242885,0.07179091,0.0006130752,0.0000114734,0.0009806346,0.7444459,0.0004293073,0.02132902,0.02802165,0.003312438,0.1277706],"study_design_scores_gemma":[0.00002896668,0.0004346633,0.1045591,0.0006893451,0.00003488914,0.0008201933,0.7237926,0.0007562697,0.01388576,0.0190269,0.1359352,0.00003604239],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536914,0.0003795858,0.00364505,0.001017231,0.00001375636,0.000169319,0.00004270144,0.00003142134,0.04100952],"genre_scores_gemma":[0.9805979,0.0006090618,0.008817833,0.0002871371,0.000003658707,0.0001086796,0.00006239171,0.0000139372,0.009499323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008459679,"threshold_uncertainty_score":0.02357274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1728531649774259,"score_gpt":0.3852927835931107,"score_spread":0.2124396186156847,"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."}}