{"id":"W4386119738","doi":"10.5430/jct.v12n4p62","title":"An Activity for Building Teaching Potential Designed on Community of Practice Cooperated with Lesson Study","year":2023,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Mahasarakham University","keywords":"Documentation; Lesson study; Class (philosophy); Computer science; Mathematics education; Focus group; Teaching method; Learning community; Community of practice; Pedagogy; Psychology; Professional development; Artificial intelligence","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":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02359101,0.0002161721,0.0005060637,0.0004260827,0.001150227,0.00009327778,0.0002734898,0.00009810648,0.000005767348],"category_scores_gemma":[0.002720341,0.0001574126,0.00006891527,0.0002631827,0.00005873391,0.0004762103,0.00003966145,0.003079222,7.439206e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004743226,"about_ca_system_score_gemma":0.00005293841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007844007,"about_ca_topic_score_gemma":0.000006594372,"domain_scores_codex":[0.9866686,0.01202172,0.0004813013,0.0002017328,0.0003320559,0.0002945755],"domain_scores_gemma":[0.9963499,0.001859351,0.00100618,0.0002718601,0.0004202698,0.00009246813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007806598,0.01968897,0.07717937,0.0001887092,0.002354357,0.0003656773,0.2178922,0.008870179,0.1917889,0.01984672,0.001098204,0.4529202],"study_design_scores_gemma":[0.02092423,0.06896332,0.562984,0.001519617,0.001641313,0.001476091,0.3249229,0.009541117,0.002518724,0.0004845889,0.003483295,0.001540791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920841,0.00001705581,0.1063492,0.0001896779,0.0003468215,0.0002826246,0.000003110254,0.00005755563,0.0006698947],"genre_scores_gemma":[0.9820384,0.000001078286,0.01757543,0.00005827155,0.00022738,0.000007528314,0.00000314329,0.00003759028,0.00005116973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4858046,"threshold_uncertainty_score":0.9992207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05094015323893711,"score_gpt":0.4467401576621171,"score_spread":0.39580000442318,"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."}}