{"id":"W4235994633","doi":"10.32920/ryerson.14636181","title":"You're hired: examining acceptance of social media screening of job applicants","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Toronto Metropolitan University","funders":"","keywords":"Social media; Perception; Context (archaeology); Psychology; Job attitude; Public relations; Social psychology; Job performance; Job satisfaction; Political science; World Wide Web; Computer science","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":[0.001369221,0.0002108937,0.000598818,0.0001273844,0.0003253713,0.00009222599,0.001185864,0.0005608064,0.001043372],"category_scores_gemma":[0.001443955,0.0002333528,0.0001646095,0.000380529,0.0004387433,0.0002545228,0.00200807,0.0005481926,0.000003114493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008739535,"about_ca_system_score_gemma":0.000487151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008758053,"about_ca_topic_score_gemma":0.0129048,"domain_scores_codex":[0.9973312,0.0003166857,0.0005625885,0.0005624536,0.0008775418,0.0003495273],"domain_scores_gemma":[0.9982517,0.0002230638,0.0006000315,0.0005246074,0.0002989444,0.0001017057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000197697,0.0004696072,0.02650626,0.001619427,0.0005439433,0.00002278114,0.388577,0.00004950378,0.005867021,0.02762655,0.007991686,0.5405286],"study_design_scores_gemma":[0.002580461,0.0001376125,0.2842252,0.001795535,0.0005437504,0.000002812267,0.6234264,0.0006201919,0.02648822,0.03534614,0.02169065,0.003143013],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8467575,0.001196,0.03782095,0.001044711,0.002266563,0.00124294,0.0004347345,0.0003001928,0.1089364],"genre_scores_gemma":[0.9909906,0.0003206689,0.00745423,0.00003441321,0.000883345,0.00004781676,0.0001084557,0.00001942727,0.0001409876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5373856,"threshold_uncertainty_score":0.9998698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09657175915571845,"score_gpt":0.3409960166288156,"score_spread":0.2444242574730971,"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."}}