{"id":"W160143986","doi":"10.1007/978-1-4614-3549-5_2","title":"Introducing Lesson Play","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Affordance; Construct (python library); Lesson study; Mathematics education; Psychology; Computer science; Human–computer interaction; Pedagogy; Professional development; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002779146,0.0007354295,0.0003155876,0.000634425,0.001395702,0.002771574,0.001055342,0.001175334,0.1572144],"category_scores_gemma":[0.0008833674,0.0002662267,0.0003712525,0.0003398299,0.0008473481,0.002468243,0.002896171,0.003257883,0.04281881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001188568,"about_ca_system_score_gemma":0.001280599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00220228,"about_ca_topic_score_gemma":0.008699056,"domain_scores_codex":[0.9997537,0.00005513896,0.000005471093,0.00004151507,0.00008900688,0.00005516715],"domain_scores_gemma":[0.9998273,0.000041928,0.000005874203,0.00002002935,0.00004342067,0.00006147908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005217613,0.0002198943,0.0002088292,0.0002168249,0.000003355484,0.0001797715,0.003454343,0.0003038259,0.001314979,0.1758281,0.49046,0.3277578],"study_design_scores_gemma":[0.000005163742,0.00001518584,0.0001566754,0.0001552489,0.00000160358,0.00007225695,0.0008624548,0.0001068145,0.0002506445,0.01154539,0.9868241,0.000004457499],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001542631,0.001096264,0.009990569,0.00232678,0.001032308,0.00009572277,0.0001182907,0.0006889693,0.9831086],"genre_scores_gemma":[0.01012796,0.0007282361,0.005584349,0.0007119859,0.00009253765,0.00009719936,0.0001368816,0.0002411756,0.9822797],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1572144,"threshold_uncertainty_score":0.5259347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1876806708805865,"score_gpt":0.3868956790931723,"score_spread":0.1992150082125858,"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."}}