{"id":"W4391731495","doi":"10.1016/j.tate.2024.104518","title":"Evidence of teacher assessment work and its relationship to their assessment identity","year":2024,"lang":"en","type":"article","venue":"Teaching and Teacher Education","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Australian Research Council; University of Western Australia; Department of Education and Training, Queensland Government; Australian Catholic University","keywords":"Identity (music); Psychology; Work (physics); Pedagogy; Mathematics education; Social psychology; Engineering; Philosophy; Aesthetics","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":[0.004111527,0.0001425033,0.0001644689,0.0001777497,0.0005822184,0.0004021241,0.0001755627,0.00009423719,0.0001228389],"category_scores_gemma":[0.0003748434,0.0001292224,0.00004568989,0.0003362682,0.00006822232,0.0009180116,0.00008664792,0.0005592668,0.00000946019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449339,"about_ca_system_score_gemma":0.0004672535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058704,"about_ca_topic_score_gemma":0.0001828666,"domain_scores_codex":[0.9980709,0.0007062689,0.0002575842,0.0003473275,0.0004071716,0.0002107453],"domain_scores_gemma":[0.9990462,0.000514848,0.00007735469,0.0001554516,0.00006068384,0.0001454845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007361673,0.0002820712,0.6216629,0.00009827359,0.00004141605,3.557905e-7,0.07098041,0.000002040613,0.0003264784,0.2257349,0.002577005,0.07828674],"study_design_scores_gemma":[0.00006673577,0.00004876863,0.9711759,0.0005730992,0.00006636546,6.313633e-7,0.01609938,0.00008716182,0.000005224517,0.003139029,0.008554916,0.0001828065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638005,0.003790517,0.001066485,0.008904476,0.0006307235,0.0004208948,0.000001047805,0.0001155072,0.02126983],"genre_scores_gemma":[0.9890286,0.0001538045,0.002202016,0.00008789853,0.0003827284,0.00006199743,0.000005078616,0.00001548156,0.008062338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.349513,"threshold_uncertainty_score":0.5269538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09114490559044283,"score_gpt":0.4525132888131091,"score_spread":0.3613683832226663,"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."}}