{"id":"W3165885226","doi":"10.5430/jct.v10n2p14","title":"Processes of Reflection in the Teaching and Learning Research Lab: Effects of Reflecting on Classroom Actions","year":2021,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Professionalization; Mathematics education; Competence (human resources); Psychology; Relevance (law); Pedagogy; Teaching method; Teacher education; Sociology; Computer science; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01271483,0.00006759133,0.0001798922,0.0002982315,0.001198809,0.0001107061,0.000120026,0.00006964478,0.000001871677],"category_scores_gemma":[0.03609273,0.00005027175,0.00003490052,0.0004454423,0.0001114594,0.000639206,0.00003175552,0.002528389,1.388429e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000118126,"about_ca_system_score_gemma":0.0002983361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009222,"about_ca_topic_score_gemma":0.0004803055,"domain_scores_codex":[0.9935224,0.005265291,0.0003360691,0.0001278737,0.0005740981,0.0001742602],"domain_scores_gemma":[0.993523,0.005381959,0.0005452523,0.00006911758,0.0004385277,0.00004216402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008981199,0.001401886,0.231018,0.0008457599,0.0001052498,0.00002917373,0.4145097,0.0002293452,0.05326165,0.03756788,0.0001510684,0.2607905],"study_design_scores_gemma":[0.001352811,0.002209225,0.08373118,0.004433237,0.0001959911,0.0003293197,0.8399668,0.0001841037,0.01207522,0.01738767,0.03778551,0.0003489635],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9578589,0.0008084374,0.0001981524,0.001278103,0.0002400006,0.0000993964,7.962958e-8,0.000004527491,0.03951246],"genre_scores_gemma":[0.9969131,0.0005312707,0.002142819,0.00002142497,0.0002913086,0.000003273426,1.948534e-7,0.000006313173,0.00009033617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4254571,"threshold_uncertainty_score":0.9997728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09916681457664198,"score_gpt":0.5112906382483207,"score_spread":0.4121238236716787,"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."}}