{"id":"W4392009308","doi":"10.7202/1109478ar","title":"Job Standardization and Employee Voice","year":2024,"lang":"en","type":"article","venue":"Relations industrielles","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Standardization; Employee voice; Business; Public relations; Computer science; Political science","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":[0.0004271056,0.00005797811,0.00005465419,0.0001131988,0.0008137128,0.0001281358,0.00006803508,0.0001950289,0.0003905367],"category_scores_gemma":[0.0005598116,0.00005609654,0.00002074968,0.000637834,0.0001781961,0.0003123238,0.00002892402,0.000265076,0.0001449415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009574329,"about_ca_system_score_gemma":0.0004731464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001583418,"about_ca_topic_score_gemma":0.0002236071,"domain_scores_codex":[0.9991885,0.0001336774,0.0001339772,0.0001524289,0.0002585915,0.0001328325],"domain_scores_gemma":[0.9992802,0.0004531517,0.00001909887,0.00008137844,0.00009268992,0.00007352806],"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":[0.000001327844,0.00000745453,0.02806557,0.000001931889,0.00002086462,0.000003243439,0.006183347,0.000110894,0.00001921871,0.9198037,0.03461535,0.01116713],"study_design_scores_gemma":[0.00006593093,0.000009724595,0.01356398,0.0001218941,0.00002924928,0.000001420236,0.003997426,0.0001393537,0.00002316312,0.02706405,0.9548727,0.0001110832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4322593,0.005498521,0.01304202,0.04147743,0.002194474,0.0005942553,0.0001557437,0.0008746099,0.5039037],"genre_scores_gemma":[0.9717561,0.0003206746,0.0005914302,0.00004455344,0.0002793145,0.00001026073,0.00001475121,0.00001085464,0.02697207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9202574,"threshold_uncertainty_score":0.6258503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03389342418605712,"score_gpt":0.3407737654711452,"score_spread":0.3068803412850881,"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."}}