{"id":"W2621164467","doi":"10.32920/ryerson.14636181.v1","title":"You're hired: examining acceptance of social media screening of job applicants","year":2021,"lang":"en","type":"article","venue":"","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":10,"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; Internet privacy; 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":[0.0006266563,0.00007267606,0.0002047383,0.00004415746,0.0002679003,0.00002595767,0.0003569246,0.0001145661,0.0009485376],"category_scores_gemma":[0.001032926,0.00007715355,0.00005194574,0.0004417691,0.0002265531,0.0002657667,0.0002359067,0.0001080321,0.000005256348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002744788,"about_ca_system_score_gemma":0.0001564974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454452,"about_ca_topic_score_gemma":0.006597162,"domain_scores_codex":[0.9987401,0.000140808,0.0002478967,0.0002141001,0.0004422705,0.0002147762],"domain_scores_gemma":[0.9992818,0.0001521607,0.0001519712,0.0001944791,0.0001595487,0.00005999226],"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":[0.0001213078,0.0003168969,0.04936924,0.000209486,0.0001419172,0.00001842591,0.1737836,0.000004484893,0.03827868,0.1183695,0.01156921,0.6078172],"study_design_scores_gemma":[0.002457859,0.0001151227,0.3669159,0.0001992102,0.000132597,0.000003407386,0.4152347,0.0002244281,0.1219576,0.02617058,0.06553478,0.001053864],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.837797,0.0004258127,0.01496117,0.001283012,0.0005445539,0.0003023031,0.0001003934,0.0001378299,0.144448],"genre_scores_gemma":[0.9955245,0.00007345816,0.00374706,0.00004696829,0.0003539363,0.000008332099,0.00001372269,0.000006751492,0.0002252908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6067634,"threshold_uncertainty_score":0.9999647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07990514486895522,"score_gpt":0.3299163339270073,"score_spread":0.250011189058052,"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."}}