{"id":"W4297144030","doi":"10.1016/j.tate.2022.103855","title":"Connecting kindergarten teachers’ play-based learning profiles and their classroom assessment practices","year":2022,"lang":"en","type":"article","venue":"Teaching and Teacher Education","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Popularity; Thematic analysis; Psychology; Mathematics education; Observational study; Qualitative property; Alternative assessment; Assessment for learning; Qualitative research; Pedagogy; Focus group; Sociology; Computer science; Formative assessment; Social science; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009836142,0.0001834369,0.0002305212,0.002781844,0.0006413152,0.00248721,0.0004941904,0.0003331403,0.002599219],"category_scores_gemma":[0.009715369,0.0002255845,0.000178966,0.001486395,0.0003155205,0.001067129,0.00178527,0.000467429,0.0007712359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151552,"about_ca_system_score_gemma":0.0009379945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02641542,"about_ca_topic_score_gemma":0.04938678,"domain_scores_codex":[0.9989531,0.0002090626,0.0001467818,0.0001896164,0.0002978497,0.0002035319],"domain_scores_gemma":[0.9923177,0.002581404,0.001320314,0.000457058,0.002491028,0.0008325403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001605662,0.0001154453,0.9309385,0.00003516205,0.00002121817,0.0001461324,0.02587643,0.0002742188,0.001420145,0.0002748556,0.000424984,0.04031234],"study_design_scores_gemma":[0.000002460735,0.0000498371,0.9688173,0.00003194317,0.00001154554,0.0001205384,0.02818405,0.0006748746,0.000717681,0.0002017148,0.001172062,0.00001612705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963876,0.00003023079,0.0004559528,0.00003410018,0.000003577785,0.00001406462,0.0002177415,0.00002394924,0.002832809],"genre_scores_gemma":[0.9985648,0.00002447011,0.0002505213,0.0000040822,7.205441e-7,0.00001070721,0.0001767531,0.000006029327,0.0009620377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02641542,"threshold_uncertainty_score":0.05252331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03308407933095289,"score_gpt":0.3712555669784628,"score_spread":0.3381714876475099,"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."}}