{"id":"W2085625958","doi":"10.1007/s10956-012-9394-8","title":"Eliciting Metacognitive Experiences and Reflection in a Year 11 Chemistry Classroom: An Activity Theory Perspective","year":2012,"lang":"en","type":"article","venue":"Journal of Science Education and Technology","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Metacognition; Science education; Mathematics education; Context (archaeology); Chemistry education; Psychology; Perspective (graphical); Chemistry; Conceptual change; Learning theory; Reflection (computer programming); Pedagogy; Cognition; Computer science; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003793239,0.00006465444,0.0001199267,0.0005588266,0.0001644713,0.00002416404,0.0001066369,0.00008879374,0.00005684237],"category_scores_gemma":[0.001198825,0.00005429178,0.00001013196,0.0009111717,0.0009793058,0.0004693578,0.00002370066,0.0004537341,8.215513e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009666409,"about_ca_system_score_gemma":0.0002062046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003018514,"about_ca_topic_score_gemma":0.000002084781,"domain_scores_codex":[0.9991659,0.0002519634,0.0001425662,0.0001533676,0.0001013732,0.0001848556],"domain_scores_gemma":[0.9992531,0.00009414249,0.0002409485,0.00007341562,0.0002810593,0.0000573546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007666928,0.0006638761,0.1699509,0.000005665581,0.00001682331,0.000001433764,0.212271,1.551784e-7,0.1590692,0.08227994,0.0000238237,0.3756406],"study_design_scores_gemma":[0.0002406076,0.000178509,0.1468569,0.00003000525,0.00001039528,0.0003742798,0.8230424,0.000006864392,0.01698423,0.01176468,0.0004121046,0.00009899915],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922034,0.0003349509,0.0008626805,0.000752103,0.0004578407,0.00003723937,1.121023e-7,0.00001494428,0.005336685],"genre_scores_gemma":[0.9964514,0.000007062002,0.003228969,0.00004118864,0.0001214482,0.000007044573,5.954299e-8,0.000003635875,0.000139172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6107714,"threshold_uncertainty_score":0.3608293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03950051630652049,"score_gpt":0.4429917305573391,"score_spread":0.4034912142508186,"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."}}