{"id":"W4392861468","doi":"10.1145/3626253.3631664","title":"Interviewing the Teaching Faculty Hiring Process","year":2024,"lang":"en","type":"article","venue":"","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Scrutiny; Interview; Process (computing); Medical education; Computer science; Engineering ethics; Pedagogy; Sociology; Mathematics education; Psychology; Engineering; Political science; Medicine; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.006251735,0.00005920436,0.00005359051,0.00003972727,0.001011287,0.000667163,0.0003474408,0.0000309964,0.0005178274],"category_scores_gemma":[0.001731016,0.00003609318,0.00004837338,0.0001379645,0.00006459859,0.0009498096,0.00004863025,0.0003897867,0.0002622849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007348689,"about_ca_system_score_gemma":0.0001174898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001648965,"about_ca_topic_score_gemma":0.0006856602,"domain_scores_codex":[0.9986483,0.0004525836,0.000130214,0.0001600316,0.0004430859,0.0001657103],"domain_scores_gemma":[0.9992958,0.0004975839,0.00003635386,0.00009793361,0.00003597101,0.00003633355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000016055,0.00002042889,0.000804738,0.00005757197,0.00004537456,0.000003513154,0.2843448,0.0001141125,0.00005874195,0.3415724,0.01076811,0.3622087],"study_design_scores_gemma":[0.00002903494,0.000007111794,0.0003449274,0.0001280581,0.00002506294,0.000001688225,0.04363438,0.003197562,0.00004675058,0.004697236,0.9477892,0.0000990023],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1379374,0.0006669069,0.004280632,0.1267313,0.00103006,0.0002425538,9.566771e-7,0.0008657521,0.7282444],"genre_scores_gemma":[0.9853836,0.00001153004,0.0007971983,0.0005104248,0.0003321235,0.00001317514,0.000001138977,0.000008155577,0.01294265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9370211,"threshold_uncertainty_score":0.7778101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3132711343542311,"score_gpt":0.5554041435175653,"score_spread":0.2421330091633342,"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."}}