{"id":"W2890265408","doi":"10.1080/10476210.2018.1505842","title":"Assessment in the clinical experience: student teaching and the edTPA","year":2018,"lang":"en","type":"article","venue":"Teaching Education","topic":"Teacher Education and Assessments","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mathematics education; Psychology; Student teaching; Pedagogy; Teaching method; Medical education; Student teacher; Teacher education; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01402889,0.00008443619,0.00011033,0.000051204,0.001667392,0.0003359528,0.0004652812,0.00005323574,0.00006364259],"category_scores_gemma":[0.0008417692,0.00005055149,0.00003803166,0.0001047629,0.0005610583,0.0002388948,0.00004738393,0.0008689562,0.00001353532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001408932,"about_ca_system_score_gemma":0.0006389102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004725878,"about_ca_topic_score_gemma":0.0007644357,"domain_scores_codex":[0.9943351,0.004524653,0.0003022425,0.0002256062,0.0004123633,0.0002001091],"domain_scores_gemma":[0.9987177,0.0007773314,0.0001336207,0.0002720323,0.00003955007,0.00005979001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000003312872,0.0004894758,0.2191368,0.000001246865,0.000004947837,5.949109e-8,0.4769729,6.256987e-8,0.000003620778,0.2144589,0.003368936,0.08555972],"study_design_scores_gemma":[0.0002370588,0.00001749402,0.5524232,0.00001538134,0.000008014504,6.628006e-7,0.3337141,0.00001116699,2.484832e-7,0.001721907,0.1117937,0.00005713653],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8648131,0.00004992201,0.0001638449,0.02480502,0.001725077,0.0004074876,1.843285e-7,0.00003002573,0.1080053],"genre_scores_gemma":[0.9917083,0.0000224474,0.001444793,0.002999772,0.00163191,0.0001289891,0.00000282103,0.000006139576,0.002054845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3332864,"threshold_uncertainty_score":0.9996323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0742313335640016,"score_gpt":0.5665557386880911,"score_spread":0.4923244051240895,"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."}}