{"id":"W2579919630","doi":"10.26522/brocked.v25i2.499","title":"How Early Childhood Learning Influences Beginning Literacy Teachers’ Professional Learning","year":2016,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Professional learning community; Pedagogy; Professional development; Early childhood; Literacy; Early childhood education; School teachers; Mathematics education; Developmental psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001489271,0.0001444589,0.0002205187,0.000771212,0.003282523,0.003919321,0.0004761817,0.0004796078,0.002063514],"category_scores_gemma":[0.008598289,0.0002381456,0.0001579082,0.0006089354,0.00261454,0.0007786156,0.001467719,0.0008629836,0.0001676213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007213646,"about_ca_system_score_gemma":0.009149689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4082326,"about_ca_topic_score_gemma":0.6721192,"domain_scores_codex":[0.9981231,0.0005002856,0.00005050398,0.0001271894,0.0005320472,0.0006668361],"domain_scores_gemma":[0.9947944,0.002124512,0.0007272621,0.0001004669,0.001059273,0.001194088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001802529,0.0002583034,0.284317,0.0001133799,0.00002024678,0.002171084,0.6647624,0.0001514007,0.002942123,0.001464287,0.0008246425,0.04279478],"study_design_scores_gemma":[0.00001304141,0.0001257157,0.4432037,0.0001508852,0.00003101333,0.0007128758,0.5416281,0.0001308854,0.0012287,0.0005093156,0.01223337,0.00003247722],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929132,0.0002213734,0.00008280093,0.0002357211,0.000004624721,0.000006799229,0.00001420584,0.000004052848,0.006517258],"genre_scores_gemma":[0.9985437,0.0001936889,0.00008922233,0.00002198009,0.000001257477,0.00000238831,0.000008533711,0.000002322943,0.001136941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4082326,"threshold_uncertainty_score":0.8117128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096861509007644,"score_gpt":0.3052326862455567,"score_spread":0.2942640711554802,"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."}}