{"id":"W4391037845","doi":"10.25035/pad.2024.01.002","title":"Does Background Type and Blurring Affect Performance Ratings in Video Interviews?","year":2024,"lang":"en","type":"article","venue":"Personnel Assessment and Decisions","topic":"Communication in Education and Healthcare","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Flexibility (engineering); Psychology; Affect (linguistics); Quality (philosophy); Bedroom; Social psychology; Applied psychology; Communication","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005044441,0.0001072464,0.0001453595,0.0001972804,0.0001925671,0.0001637959,0.0001161665,0.00006027359,0.00104919],"category_scores_gemma":[0.00003209022,0.00007179566,0.00002442699,0.0003290801,0.00004920383,0.0001615225,0.00007904322,0.0002860662,0.00006877354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006052582,"about_ca_system_score_gemma":0.00005807562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094715,"about_ca_topic_score_gemma":0.0002881446,"domain_scores_codex":[0.999098,0.0001138699,0.00024114,0.000285187,0.00009785393,0.0001639186],"domain_scores_gemma":[0.9987847,0.0007660049,0.00003391151,0.0002814604,0.00004810175,0.00008578788],"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":[0.00005177573,0.0002291827,0.3294024,0.0002364929,0.00006183411,0.00001217078,0.1011747,0.000002551945,0.0001818189,0.02745757,0.008749134,0.5324404],"study_design_scores_gemma":[0.000481034,0.0001672339,0.8740805,0.0007849297,0.00002227185,0.00003015279,0.07061402,0.005967569,0.000003143702,0.001216915,0.04638688,0.000245335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842441,0.003806831,0.0002438569,0.003435823,0.001225042,0.000181895,0.00000351975,0.00004844968,0.006810451],"genre_scores_gemma":[0.9939339,0.002420726,0.001672546,0.0002968387,0.00008852978,0.00006554677,0.000008793862,0.00001266084,0.001500499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5446781,"threshold_uncertainty_score":0.999864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.129127578074751,"score_gpt":0.482716289885629,"score_spread":0.3535887118108779,"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."}}