{"id":"W3005223151","doi":"","title":"The politics of algorithmic management class: composition and everyday struggle in distribution work","year":2018,"lang":"en","type":"dissertation","venue":"Warwick Research Archive Portal (University of Warwick)","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Marxist philosophy; Situated; Realm; Sociology; Critical management studies; Epistemology; Public relations; Political science; Social science; Knowledge management; Computer science; Law; Artificial intelligence","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":[0.001357726,0.0001444868,0.0002703043,0.0003214736,0.00111484,0.00006159216,0.0004802781,0.0001638329,0.00006644979],"category_scores_gemma":[0.0000432577,0.000157409,0.000110479,0.0005873772,0.001499431,0.0004374999,0.00009207928,0.0003997891,0.00001711151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435926,"about_ca_system_score_gemma":0.0003117565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002725995,"about_ca_topic_score_gemma":0.01359899,"domain_scores_codex":[0.9978153,0.0003400905,0.0003193445,0.0002833087,0.0007312531,0.0005106842],"domain_scores_gemma":[0.9988098,0.0003025807,0.0002455177,0.0002077512,0.0002840674,0.0001502791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.002054302,0.0008073124,0.004484362,0.001528162,0.0006035138,0.0001144428,0.1435245,0.00002708883,0.00006389989,0.5488325,0.02276107,0.2751988],"study_design_scores_gemma":[0.002341548,0.0006916245,0.1366345,0.002719898,0.0001793903,0.000003079386,0.6062056,0.0005649625,0.0002520476,0.1004609,0.1490275,0.0009189074],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7704707,0.0003619702,0.0006813294,0.0006241973,0.0002667488,0.00142623,0.0006189099,0.00002980916,0.2255201],"genre_scores_gemma":[0.9898345,0.002116397,0.0004100232,0.000003094233,0.00005789908,0.000003071367,0.002431806,0.00001082996,0.005132412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4626811,"threshold_uncertainty_score":0.8574558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0161996467561827,"score_gpt":0.2791313687268274,"score_spread":0.2629317219706447,"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."}}