{"id":"W1597531263","doi":"10.1096/fasebj.28.1_supplement.531.18","title":"On being examined: Do students and faculty agree? (531.18)","year":2014,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Grading (engineering); Creativity; Psychology; Ethos; Medical education; Likert scale; Mathematics education; Pedagogy; Medicine; Social psychology; Developmental psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.008281613,0.00007719057,0.00009176915,0.00005171668,0.001572313,0.0005669782,0.0004581688,0.00004063444,0.0003485238],"category_scores_gemma":[0.002396653,0.00005004552,0.00003557457,0.00007765958,0.000131041,0.000347827,0.00005925216,0.0004156361,0.0000901968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006208377,"about_ca_system_score_gemma":0.00004397811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001924939,"about_ca_topic_score_gemma":0.0001046638,"domain_scores_codex":[0.9972652,0.00125434,0.0001593758,0.0001088897,0.001015609,0.0001966222],"domain_scores_gemma":[0.9985941,0.0008545537,0.0002315744,0.0001201178,0.0000718017,0.0001278223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000297043,0.0005503812,0.2874343,0.00001919648,0.0004021497,0.00003791054,0.2154993,0.0007064831,0.005404757,0.1621448,0.03055463,0.296949],"study_design_scores_gemma":[0.004490088,0.001057229,0.6233016,0.0004279918,0.0004067368,0.0001582839,0.04339217,0.000730796,0.00156099,0.1228717,0.200617,0.000985379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555736,0.0000389731,0.0002270748,0.006378197,0.0003389723,0.00008231539,9.573986e-7,0.00002261464,0.03733728],"genre_scores_gemma":[0.9960049,0.00006077343,0.000234175,0.0005398931,0.0005058498,0.00000128591,6.068751e-7,0.000006502682,0.002645968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3358673,"threshold_uncertainty_score":0.9997275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482819512024514,"score_gpt":0.4536312993764029,"score_spread":0.3053493481739515,"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."}}