{"id":"W4403326415","doi":"10.15215/aupress/9781771994255.01","title":"The Practice of Human Resource Management in Canada","year":2024,"lang":"en","type":"book","venue":"Athabasca University Press eBooks","topic":"Organizational Downsizing and Restructuring","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human resource management; Business; Environmental resource management; Knowledge management; Computer science; Environmental science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001547898,0.0001943578,0.0001869844,0.0001856394,0.0002484037,0.0001087519,0.0005685657,0.00008311096,0.000008008958],"category_scores_gemma":[0.00001740193,0.0001736565,0.00006233228,0.00006297524,0.00007286201,0.0001482362,0.0007662505,0.0003405498,0.00000663736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005192105,"about_ca_system_score_gemma":0.00027146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5648988,"about_ca_topic_score_gemma":0.3204547,"domain_scores_codex":[0.9988852,0.00001717225,0.0002032355,0.0002842089,0.0004066889,0.0002035041],"domain_scores_gemma":[0.9991941,0.0001161116,0.0002663455,0.000315053,0.00009715861,0.00001116576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003592081,0.00000784632,0.00003909165,0.0008017606,0.0002536683,0.0005808929,0.00005849792,0.00006645144,0.000002977454,0.8666219,0.1298891,0.001641863],"study_design_scores_gemma":[0.0001843063,0.000002357809,0.000193482,0.0003086616,0.0002278961,0.000002135381,0.0006099584,0.00003777638,0.000007484395,0.0006915272,0.9975476,0.0001868531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005042995,0.0001974113,0.000001647662,0.0001401348,0.000247298,0.0002346898,0.00001143507,0.00004111268,0.998622],"genre_scores_gemma":[0.01456797,0.00003506434,0.00002086289,0.0001520457,0.0003022724,5.664751e-7,0.00003407335,0.00004375642,0.9848434],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8676584,"threshold_uncertainty_score":0.7081508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007578157793849461,"score_gpt":0.1775238508883771,"score_spread":0.1699456930945276,"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."}}