{"id":"W2062122049","doi":"10.1016/j.ecresq.2006.12.001","title":"Toward formative assessment: The use of pedagogical documentation in early elementary classrooms","year":2007,"lang":"en","type":"article","venue":"Early Childhood Research Quarterly","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Formative assessment; Documentation; Literacy; Mathematics education; Psychology; Primary education; Pedagogy; Emergent literacy; Medical education; Medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00559186,0.0001249641,0.000178875,0.00033942,0.0004962838,0.0002788822,0.0004256786,0.00009566763,0.0002875023],"category_scores_gemma":[0.0001957222,0.00009393218,0.00008444477,0.000927642,0.0007033056,0.001147318,0.00003443191,0.0008583672,0.00005343371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002723359,"about_ca_system_score_gemma":0.0003383353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479411,"about_ca_topic_score_gemma":0.008210337,"domain_scores_codex":[0.9955193,0.001514714,0.0004721933,0.0002536499,0.001470026,0.0007700821],"domain_scores_gemma":[0.9980494,0.001192525,0.0001254559,0.0002234131,0.0002573348,0.0001518189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002266379,0.0002932957,0.06131994,0.000005699921,0.0000334264,0.000003096928,0.9049631,4.819319e-7,0.00002695397,0.005824821,0.000844621,0.02666189],"study_design_scores_gemma":[0.0002933272,0.0003736778,0.538272,0.00001840847,0.000003446834,1.985298e-7,0.4562513,7.471768e-7,0.00001261607,0.00120868,0.003501551,0.00006404649],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693482,0.00008338479,0.0003775574,0.02612034,0.0001692952,0.0008271424,0.00000691257,0.00003285092,0.00303434],"genre_scores_gemma":[0.9983342,0.00003364237,0.0004736618,0.0001766042,0.0002345387,0.00005064215,0.000008562631,0.00001096673,0.0006771403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.476952,"threshold_uncertainty_score":0.9917665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3857619346586091,"score_gpt":0.5072141613295362,"score_spread":0.1214522266709271,"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."}}