{"id":"W4391099072","doi":"10.1332/policypress/9781529222944.003.0004","title":"Social Media in Recruitment, Hiring and Firing Decisions","year":2023,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Freedom of Expression and Defamation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Employment discrimination; Public relations; Political science; Business; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001322782,0.0002155524,0.0001500366,0.0006834627,0.001911395,0.00328438,0.0005169959,0.001422716,0.02599246],"category_scores_gemma":[0.002492794,0.0002208977,0.0001441045,0.0008336139,0.001267802,0.002341117,0.001132229,0.001106869,0.005426889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001590924,"about_ca_system_score_gemma":0.001668749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298829,"about_ca_topic_score_gemma":0.01165674,"domain_scores_codex":[0.9989729,0.0005152655,0.00002221704,0.00006426349,0.0002799717,0.000145357],"domain_scores_gemma":[0.9981557,0.001530162,0.00008588299,0.00003479082,0.00008128648,0.0001121565],"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":[0.0001205935,0.0004651851,0.005534585,0.0001827855,0.000009960585,0.0007464974,0.01005054,0.002147314,0.0007623987,0.4168356,0.1215824,0.4415621],"study_design_scores_gemma":[0.00002275936,0.0001013351,0.01056104,0.0008556083,0.00000808108,0.0002613239,0.01358437,0.003486654,0.0008487318,0.1374383,0.8327991,0.00003264418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03125697,0.004942777,0.002148721,0.0122511,0.0004594843,0.00005682632,0.00007323903,0.00002352942,0.9487875],"genre_scores_gemma":[0.3673951,0.009047529,0.001915442,0.002650403,0.0008800692,0.0001156742,0.0001089857,0.00003761874,0.6178491],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02599246,"threshold_uncertainty_score":0.0869534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3945079673432912,"score_gpt":0.42445347315905,"score_spread":0.02994550581575872,"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."}}