{"id":"W6962804509","doi":"10.17722/ijme.v14i2.636","title":"Problems in Recruitment","year":2020,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Employer Branding and e-HRM","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003884084,0.0001100006,0.0001428079,0.0003240325,0.00002632186,0.0001798739,0.0006914255,0.00002301641,0.0002247679],"category_scores_gemma":[0.00004847068,0.00009842298,0.00008264929,0.0002324235,0.00002133722,0.000736744,0.0002150933,0.0001475719,0.000206637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000529094,"about_ca_system_score_gemma":0.000007595729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000338492,"about_ca_topic_score_gemma":0.00000665403,"domain_scores_codex":[0.9986534,0.000008448053,0.0004592306,0.0001528515,0.0005750221,0.0001510163],"domain_scores_gemma":[0.9993852,0.00002023298,0.0003423998,0.00007220284,0.0001610434,0.0000189054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001348216,0.001686415,0.3898638,0.001382237,0.001324479,0.004215418,0.002670333,0.03816889,0.001352116,0.08330276,0.1981022,0.2765831],"study_design_scores_gemma":[0.004446373,0.00009291316,0.03626326,0.001013905,0.00008750928,0.0000238273,0.001157244,0.004807931,0.0001128057,0.01182045,0.9396959,0.0004778613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5660436,0.001167721,0.01678114,0.1233259,0.008022038,0.001516791,0.000004074315,0.0002013887,0.2829374],"genre_scores_gemma":[0.9936079,0.0002619779,0.0004496581,0.004224577,0.00116487,0.00000947179,0.000002461335,0.00001268528,0.000266331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7415937,"threshold_uncertainty_score":0.4013572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08049858488792647,"score_gpt":0.2752375444084722,"score_spread":0.1947389595205457,"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."}}