{"id":"W4415624043","doi":"10.1332/27324176y2025d000000048","title":"Futures of industrial work? Economic restructuring and the ambivalent realities of technological change","year":2025,"lang":"en","type":"article","venue":"Work in the Global Economy","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Restructuring; Technological change; Futures contract; Scholarship; Narrative; Ambivalence; Variety (cybernetics); Economic restructuring","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":[],"consensus_categories":[],"category_scores_codex":[0.001013628,0.0000752436,0.0001974283,0.00004545279,0.0001353862,0.0000637094,0.0003651307,0.0001225768,0.00001734184],"category_scores_gemma":[0.00004644862,0.00004943831,0.00005898622,0.0002481231,0.001037522,0.0002070265,0.00005205302,0.0001145828,0.000001788146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009657,"about_ca_system_score_gemma":0.00006082265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008348484,"about_ca_topic_score_gemma":0.0007668143,"domain_scores_codex":[0.9992238,0.0001425758,0.0003249694,0.0001083917,0.00004349429,0.0001567381],"domain_scores_gemma":[0.9994842,0.0002211939,0.0001254107,0.0001449236,0.000008893897,0.00001535624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001600064,0.000009000801,0.01790547,0.000007340762,0.00001647101,1.617918e-7,0.002519037,0.00002855987,5.099451e-9,0.9203776,0.0001893243,0.05878703],"study_design_scores_gemma":[0.002294545,0.00003925191,0.03954425,0.0003431849,0.00004404835,0.000001222793,0.04360246,0.00001002138,0.00003326403,0.7473245,0.1665453,0.0002179694],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6565209,0.0005492681,0.000007811991,0.008380611,0.0001771989,0.0004953072,0.00001159726,0.00001574374,0.3338416],"genre_scores_gemma":[0.9994826,0.0001834766,0.00001948776,0.0001626766,0.00007469309,0.00004457503,0.00000163822,0.000001189844,0.0000296977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3429617,"threshold_uncertainty_score":0.3822791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893689774141088,"score_gpt":0.2675058595817087,"score_spread":0.2385689618402978,"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."}}