{"id":"W4312747810","doi":"10.2139/ssrn.4264988","title":"Responding to Job Hunting among Higher ED Employees","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Human Resources Professionals Association","funders":"","keywords":"Psychology; Business; Applied 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002120613,0.0001852879,0.0002588777,0.001003094,0.003323224,0.002156762,0.0009553146,0.002202861,0.006578531],"category_scores_gemma":[0.01046538,0.0003563525,0.000279578,0.0006029825,0.0009986921,0.0009968755,0.002281632,0.00253114,0.0006090376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126194,"about_ca_system_score_gemma":0.001985876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01323508,"about_ca_topic_score_gemma":0.02323819,"domain_scores_codex":[0.9983112,0.0005674185,0.0001189045,0.0001051109,0.0002195037,0.0006780251],"domain_scores_gemma":[0.9870319,0.004264603,0.003324727,0.0004412096,0.001202463,0.003735169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002517314,0.0007732739,0.9169585,0.0001000793,0.00004422515,0.0009426295,0.05461432,0.00009452486,0.0008606172,0.0004250055,0.003167917,0.02176717],"study_design_scores_gemma":[0.00001661331,0.0002101094,0.6762882,0.0001308736,0.00001721949,0.0005421789,0.3169017,0.0003408598,0.0002034445,0.0004031363,0.004918121,0.00002758429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965288,0.0000773818,0.00004155841,0.00114865,0.00003978175,0.0000134454,0.00003111996,0.000003571164,0.002115584],"genre_scores_gemma":[0.9972377,0.0001054487,0.00007934067,0.0008004287,0.00002468086,0.00001517144,0.00003660761,0.000003338421,0.001697216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01323508,"threshold_uncertainty_score":0.02631611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009476171941226899,"score_gpt":0.2580390273671534,"score_spread":0.2485628554259265,"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."}}