{"id":"W4411748749","doi":"10.5430/jct.v14n3p45","title":"Reflective Group-Based Peer Teaching for Up-Scaling Student Teachers’ Pedagogical Literacy","year":2025,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Literacy; Group (periodic table); Psychology; Pedagogy; Scaling; Physics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.008966091,0.0005074232,0.0004818102,0.0009951845,0.001160115,0.002278958,0.001696862,0.0006478414,0.003995423],"category_scores_gemma":[0.02859609,0.0002704237,0.0006308823,0.0004696764,0.001167796,0.002279254,0.003744216,0.00125508,0.001243305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006197108,"about_ca_system_score_gemma":0.002427248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003157423,"about_ca_topic_score_gemma":0.0005831809,"domain_scores_codex":[0.9857895,0.01016181,0.0003970437,0.0011253,0.002018222,0.0005080982],"domain_scores_gemma":[0.9788637,0.01191836,0.001664007,0.003971669,0.002046939,0.001535362],"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":[0.0003607962,0.005719102,0.008383637,0.00115855,0.0000804063,0.0006434266,0.05129101,0.0009524671,0.02235929,0.005393511,0.002490047,0.9011679],"study_design_scores_gemma":[0.002290145,0.03644084,0.1320679,0.00462317,0.001430209,0.009427501,0.1692984,0.02805428,0.168456,0.04823797,0.398967,0.0007065433],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7262498,0.001069392,0.2174505,0.001770512,0.0005145175,0.005338165,0.00005791774,0.001432395,0.04611686],"genre_scores_gemma":[0.8489994,0.000435159,0.142488,0.0002290934,0.0001157374,0.001640568,0.00003702945,0.0001323641,0.005922498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008966091,"threshold_uncertainty_score":0.04741776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05047996795493984,"score_gpt":0.4986688160119889,"score_spread":0.448188848057049,"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."}}