{"id":"W2902925857","doi":"10.5539/ies.v11n12p78","title":"Making Use of the Lesson Study Approach to Secondary Education in Greece—The Contribution to the Professional Development of Teachers","year":2018,"lang":"en","type":"article","venue":"International Education Studies","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Professional development; Pedagogy; Faculty development; Futures studies; Psychology; Teaching method; Mathematics education; Lesson study; Medical education; Sociology; Medicine","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":[0.002561786,0.0002034514,0.0001832877,0.001100393,0.001929938,0.00276037,0.0007535876,0.0009123511,0.002266514],"category_scores_gemma":[0.007240955,0.00024292,0.0001911686,0.0004349117,0.003158927,0.001097346,0.003255445,0.0009809793,0.0003935868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001907205,"about_ca_system_score_gemma":0.005704747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697223,"about_ca_topic_score_gemma":0.007116221,"domain_scores_codex":[0.9972191,0.001908526,0.00009737913,0.0002318062,0.0002595022,0.0002837219],"domain_scores_gemma":[0.9947649,0.002313474,0.0006536883,0.0006088479,0.000461193,0.001197965],"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":[0.0001234159,0.001309051,0.1180038,0.0008832102,0.0000274517,0.002706092,0.4109522,0.0004378395,0.009454314,0.0105882,0.003248845,0.4422656],"study_design_scores_gemma":[0.00006165319,0.00146735,0.2616696,0.001151352,0.00004460406,0.003251232,0.4983086,0.0007379114,0.006211518,0.009508867,0.2175122,0.00007510219],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537097,0.0009940971,0.004549621,0.002565408,0.0001100557,0.000229673,0.00002431812,0.0000596477,0.03775762],"genre_scores_gemma":[0.9937546,0.0002964076,0.002334501,0.0001517189,0.00001412002,0.00004920661,0.000009965062,0.000008106746,0.003381405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00276037,"threshold_uncertainty_score":0.01383775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2117791842893234,"score_gpt":0.5227497828075828,"score_spread":0.3109705985182594,"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."}}