{"id":"W2785559680","doi":"","title":"Experienced Early Childhood Teachers’ Professional Development through Teacher Performance Assessment: The Case of the National Board for Professional Teaching Standards (NBPTS)","year":2016,"lang":"en","type":"article","venue":"Early childhood education","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Professional development; Professional standards; Pedagogy; Psychology; Early childhood; Mathematics education; Early childhood teacher; Medical education; Early childhood education; Medicine; Developmental psychology; Management; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00357288,0.0002861084,0.0002240135,0.0001034799,0.003571566,0.0000936178,0.0006667745,0.0002284913,0.0002190972],"category_scores_gemma":[0.001032038,0.0001531354,0.000140547,0.0003255773,0.0003375265,0.001227243,0.0001646008,0.0005495927,0.000009023917],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000912189,"about_ca_system_score_gemma":0.01170416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002420448,"about_ca_topic_score_gemma":0.0001056383,"domain_scores_codex":[0.9959974,0.0007900916,0.0006476389,0.0004816866,0.001575232,0.0005078961],"domain_scores_gemma":[0.9979621,0.0003946351,0.0005734082,0.0002655122,0.0006928314,0.0001115362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002714126,0.0012869,0.0694453,0.00001341671,0.00008754899,3.164299e-7,0.7552032,0.000001393859,0.0004681844,0.01817395,0.01323954,0.1420531],"study_design_scores_gemma":[0.0007772001,0.00004675892,0.9357029,0.0004844078,0.00001883286,0.000006036247,0.02222738,0.000001049773,0.000626182,0.00252915,0.03730592,0.0002742459],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796102,0.00004828553,0.0004036202,0.009174544,0.003424721,0.001961213,0.00002792832,0.00007223264,0.005277223],"genre_scores_gemma":[0.9771406,0.000007975849,0.003421624,0.0004233338,0.0009058593,0.0009445795,0.00002422745,0.00003530558,0.01709647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8662575,"threshold_uncertainty_score":0.9977257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02189529239153554,"score_gpt":0.3536112553692191,"score_spread":0.3317159629776835,"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."}}