{"id":"W4245449424","doi":"10.1007/978-3-319-23514-1_336-1","title":"Future of Work: Values and Ethical Issues","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Human Resources and Workforce","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Work (physics); Engineering ethics; Sociology; Psychology; Engineering; Mechanical engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004094874,0.0001282007,0.0002541702,0.00004076547,0.0002205031,0.00004663986,0.0001807488,0.0009363681,0.0134208],"category_scores_gemma":[0.00001724175,0.0001002182,0.0000824,0.00001983918,0.0009762498,0.00001565678,0.00007097732,0.0003815349,0.00009556968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001232366,"about_ca_system_score_gemma":0.0000366261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001535731,"about_ca_topic_score_gemma":0.0004186664,"domain_scores_codex":[0.9990856,0.00003396574,0.0001630622,0.0001936159,0.0003635624,0.00016018],"domain_scores_gemma":[0.9995033,0.00007794012,0.00009243935,0.0001434572,0.0000868331,0.00009600683],"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":[0.000006614944,0.000001655565,0.00002954659,0.00001297173,0.00002145226,0.000001405959,0.01561456,3.081992e-8,1.361241e-7,0.86171,0.1146686,0.007932964],"study_design_scores_gemma":[0.00003466236,0.00002899814,0.00002290266,0.00010759,0.00001793045,1.458975e-7,0.001369692,2.20458e-7,0.000001235123,0.09486615,0.9034337,0.0001167075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004980763,0.002954743,0.000004641933,0.003999744,0.0001817682,0.0001032942,0.000002811701,0.0000421038,0.9922128],"genre_scores_gemma":[0.002362859,0.002414839,0.0003048253,0.00038966,0.002916298,6.623164e-7,0.000002428334,0.00001591501,0.9915925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7887651,"threshold_uncertainty_score":0.9874811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0314361498359619,"score_gpt":0.3264478666553008,"score_spread":0.2950117168193389,"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."}}