{"id":"W4283803298","doi":"10.1177/09500170221103131","title":"Reconceptualising Work and Employment in Complex Productive Configurations","year":2022,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais; Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Control (management); Work (physics); GRASP; Relation (database); Dimension (graph theory); Sociology; Industrial relations; Inequality; Social relation; Value (mathematics); Social control; Public relations; Labour economics; Business; Management; Economics; Social science; Political science; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005763746,0.0002053315,0.0002638061,0.00006008516,0.001003198,0.0002929872,0.000120886,0.00005239739,0.0001879712],"category_scores_gemma":[0.00004464226,0.0002137943,0.0001028379,0.0007877643,0.0002163358,0.00043428,0.0002665362,0.0002586079,0.000002519012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375414,"about_ca_system_score_gemma":0.00003094882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006114437,"about_ca_topic_score_gemma":0.00005454151,"domain_scores_codex":[0.9985548,0.00005406824,0.0002942497,0.0004174694,0.0002787377,0.0004006571],"domain_scores_gemma":[0.999573,0.00004849107,0.0001244331,0.0001579064,0.00006621578,0.00002995576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000158973,0.0007112835,0.8452114,0.0001314495,0.0001815829,0.0000126648,0.06141322,0.0003752575,0.00005310496,0.03204652,0.04696385,0.01274069],"study_design_scores_gemma":[0.001572311,0.00006116507,0.7218798,0.00004028269,0.0001006168,0.000001341028,0.1379652,0.00009848706,0.000003685308,0.00860325,0.1290022,0.0006715759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990417,0.0003561396,0.00001935178,0.005600623,0.0002219422,0.0006875215,0.000008712575,0.0000928094,0.002595893],"genre_scores_gemma":[0.9966993,0.00002906422,0.00008993103,0.002264423,0.0003283396,0.00008140412,0.00006703886,0.00002082891,0.0004196907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1233315,"threshold_uncertainty_score":0.8718278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395209879865224,"score_gpt":0.2736019006905318,"score_spread":0.2296498018918795,"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."}}