{"id":"W2144199041","doi":"10.1080/17425960902830385","title":"Responding to the Challenges Posed by Summative Teacher Candidate Evaluation: A collaborative self-study of practicum supervision by faculty","year":2009,"lang":"en","type":"article","venue":"Studying Teacher Education","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Practicum; Formative assessment; Summative assessment; Medical education; Psychology; Pedagogy; Faculty development; Professional development; Medicine","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":[0.1158001,0.001048088,0.001317926,0.002560085,0.01724958,0.01041916,0.004507719,0.004441725,0.001104668],"category_scores_gemma":[0.2735581,0.001233814,0.0009426043,0.001344095,0.01154719,0.005054895,0.01097208,0.00564468,0.0005107321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005473156,"about_ca_system_score_gemma":0.008175443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061918,"about_ca_topic_score_gemma":0.005031039,"domain_scores_codex":[0.8380441,0.137023,0.004152011,0.004707901,0.01100681,0.005066065],"domain_scores_gemma":[0.6819307,0.2414519,0.02377644,0.01705717,0.02085673,0.01492708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001320157,0.001168338,0.01727336,0.000129153,0.00002962141,0.0006326236,0.9416389,0.0002049642,0.001710968,0.0006709895,0.0007162773,0.0356928],"study_design_scores_gemma":[0.0001360723,0.002880246,0.02112938,0.0002401671,0.00005464229,0.00147226,0.9548262,0.001852705,0.005523638,0.001260068,0.01045092,0.0001737304],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909087,0.0001081982,0.005529873,0.001141995,0.00005766495,0.0002872938,0.000009130918,0.00006317337,0.00189395],"genre_scores_gemma":[0.9915317,0.0001168777,0.006125198,0.0002770078,0.0000579424,0.0005075513,0.00001809359,0.00006123078,0.00130449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158001,"threshold_uncertainty_score":0.6124168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06576449714630696,"score_gpt":0.4328585198866927,"score_spread":0.3670940227403858,"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."}}