{"id":"W2121022550","doi":"10.1108/shr-02-2015-0017","title":"College recruiting using social media: how to increase applicant reach and reduce recruiting costs","year":2015,"lang":"en","type":"article","venue":"Strategic HR Review","topic":"Employer Branding and e-HRM","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Social media; Originality; Business; Public relations; Position (finance); Marketing; Psychology; Political science; Social psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002127443,0.0003229598,0.0006617413,0.0001511159,0.0003990359,0.0003961423,0.0002554954,0.0001003973,0.00003432369],"category_scores_gemma":[0.0007709406,0.0002940347,0.00009189754,0.0008967483,0.00007119089,0.0005476381,0.0002213995,0.0002713244,0.00007996791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001413586,"about_ca_system_score_gemma":0.0001215797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006475928,"about_ca_topic_score_gemma":0.0001265019,"domain_scores_codex":[0.9979805,0.000078606,0.0004709386,0.0005314458,0.0003996721,0.000538776],"domain_scores_gemma":[0.9989211,0.0001050463,0.0003479042,0.0002466503,0.0002595643,0.0001197478],"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":[0.0004339567,0.0004652192,0.004297218,0.03472002,0.0003846383,0.0008619048,0.002498452,0.00001516801,0.00613635,0.3235831,0.2533838,0.3732202],"study_design_scores_gemma":[0.006726823,0.0001450877,0.0009913358,0.0511112,0.002397353,0.0005003224,0.0361395,0.002189654,0.000163909,0.03802857,0.8559093,0.00569689],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8296895,0.02474187,0.00007357643,0.01123088,0.0006865819,0.00251286,0.00003907073,0.0004606883,0.1305649],"genre_scores_gemma":[0.9909301,0.001313021,0.0008653716,0.002936179,0.003566146,0.0001198561,0.00006220968,0.0000743597,0.0001327032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6025256,"threshold_uncertainty_score":0.9999512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2196813240532218,"score_gpt":0.3329103230342083,"score_spread":0.1132289989809865,"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."}}