{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02853047,0.0002125596,0.000542079,0.003324909,0.007289206,0.008305765,0.00150629,0.001229052,0.003341335],"category_scores_gemma":[0.1542184,0.0005688111,0.0002318446,0.002127426,0.01174901,0.004969787,0.009168461,0.002855076,0.0003981605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004283756,"about_ca_system_score_gemma":0.005302748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01406775,"about_ca_topic_score_gemma":0.01208801,"domain_scores_codex":[0.952562,0.02717322,0.003474049,0.003620693,0.01132061,0.001849362],"domain_scores_gemma":[0.731865,0.1974166,0.03025534,0.01223372,0.02365489,0.004574426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009227582,0.00008222788,0.121333,0.0002006271,0.0000225529,0.0002231901,0.8420501,0.00009879379,0.0006806781,0.00659487,0.0002386428,0.02838293],"study_design_scores_gemma":[0.0000137869,0.000127958,0.1940054,0.0004944482,0.00001938429,0.0004981637,0.7788053,0.0007188336,0.001293715,0.00559262,0.01835411,0.00007628252],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666512,0.0006720371,0.003575688,0.001813665,0.00004081068,0.00003511595,0.00003515622,0.00001995535,0.02715634],"genre_scores_gemma":[0.9988944,0.0001174832,0.000318266,0.00003431047,0.000005657178,0.00001555547,0.000009248059,0.000006854717,0.0005982874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02853047,"threshold_uncertainty_score":0.1508853,"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."}}