{"id":"W1965305554","doi":"10.2202/1548-923x.1366","title":"\"Failure to Assign Failing Grades\": Issues with Grading the Unsafe Student","year":2008,"lang":"en","type":"article","venue":"International Journal of Nursing Education Scholarship","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Laurentian University","funders":"","keywords":"Grading (engineering); Accountability; Grounded theory; Medical education; Psychology; Qualitative research; Medicine; Political science; Sociology; Engineering","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":[0.001515306,0.0001196861,0.0001460206,0.0003183726,0.0006195019,0.0003359626,0.0008252996,0.00005334615,0.00008418219],"category_scores_gemma":[0.0008087062,0.00008671021,0.00008406443,0.0003941269,0.0002934338,0.0006858073,0.0000132371,0.0004688725,0.00003307868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006997548,"about_ca_system_score_gemma":0.00114737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000730691,"about_ca_topic_score_gemma":0.00007726391,"domain_scores_codex":[0.9975396,0.0004244126,0.0003591201,0.0001513296,0.00131236,0.0002131561],"domain_scores_gemma":[0.9976738,0.0002443331,0.0003409765,0.000129043,0.001422816,0.000188994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008288637,0.000973157,0.1489946,0.000002647826,0.0002046762,0.00001020301,0.7811744,0.00007871071,0.0001919021,0.008626902,0.03490517,0.02475475],"study_design_scores_gemma":[0.0003476125,0.0001031245,0.2763688,0.0006057002,0.0000542109,0.0002633865,0.6026444,4.81346e-7,0.0002226504,0.001841678,0.1173293,0.0002185513],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5929406,0.0007385744,0.0004481379,0.4005421,0.003611108,0.0001548262,9.17166e-7,0.00002511063,0.001538544],"genre_scores_gemma":[0.9922307,0.0000965999,0.002815891,0.001479083,0.002232295,0.000009445211,0.000001815475,0.00001154164,0.00112263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3992901,"threshold_uncertainty_score":0.4764771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2476802094733107,"score_gpt":0.5119766681094006,"score_spread":0.2642964586360899,"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."}}