{"id":"W2949956130","doi":"10.1108/9781787145832","title":"Generational Career Shifts","year":2018,"lang":"en","type":"book","venue":"","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; University of Guelph; Dalhousie University","funders":"","keywords":"Psychology; Sociology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001663331,0.0003145706,0.0002369291,0.0003661425,0.0001852358,0.0005129378,0.0003810275,0.0001770249,0.02715087],"category_scores_gemma":[0.00001222916,0.0002812597,0.0001612461,0.00007138483,0.00007179627,0.0003444162,0.0003968134,0.0001512108,0.02614772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006791006,"about_ca_system_score_gemma":0.00004565778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003966257,"about_ca_topic_score_gemma":0.0002107746,"domain_scores_codex":[0.9985085,0.00000269161,0.0002699304,0.0004208991,0.0005247477,0.0002732306],"domain_scores_gemma":[0.9992481,0.00001136197,0.0001859776,0.0003726574,0.0001704747,0.00001136422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002784965,0.00001275748,0.0000365092,0.0001008272,0.00005460249,0.00001193025,0.000004699624,0.00000521845,6.801421e-7,0.226406,0.7725844,0.0007795689],"study_design_scores_gemma":[0.0001692045,0.000004833671,0.0001955152,0.00004564541,0.00009982143,2.556209e-7,0.000006394388,0.0002432748,5.183568e-7,0.01617216,0.982706,0.0003563871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002205794,0.0001201483,0.0001451332,0.0003575825,0.0006146425,0.0002877066,0.000004241438,0.0002151757,0.9980348],"genre_scores_gemma":[0.0006290754,0.000004989652,0.00007905796,0.007709184,0.01711182,0.00002135753,0.0007968069,0.00006930734,0.9735784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2102339,"threshold_uncertainty_score":0.9999639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03139967732415681,"score_gpt":0.2049518274745182,"score_spread":0.1735521501503614,"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."}}