{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007293257,0.0002565508,0.000314399,0.002005274,0.011024,0.01451534,0.001504566,0.001727576,0.00527885],"category_scores_gemma":[0.0086266,0.0002768882,0.0002266882,0.00114962,0.03900939,0.01112561,0.008908141,0.002718072,0.0003956101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004828592,"about_ca_system_score_gemma":0.001717139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002117771,"about_ca_topic_score_gemma":0.002256516,"domain_scores_codex":[0.9904858,0.005903666,0.0001944992,0.0009817159,0.001270827,0.001163483],"domain_scores_gemma":[0.994859,0.003261715,0.0005883339,0.0005220719,0.00022516,0.0005436546],"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":[0.00004505214,0.000068016,0.007572066,0.00005076776,0.000005320555,0.0001934438,0.4622485,0.0002283956,0.0006578827,0.4977064,0.00222556,0.02899864],"study_design_scores_gemma":[0.00001888467,0.00008030636,0.01154522,0.000237407,0.000006336005,0.0003612827,0.6029809,0.001719728,0.0008419611,0.2271181,0.1550448,0.00004511047],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7694764,0.001364888,0.02641612,0.01534856,0.0002242273,0.00004969458,0.0000305518,0.00007760248,0.187012],"genre_scores_gemma":[0.9955337,0.0001298221,0.0008431536,0.0002391712,0.00004495367,0.00001855436,0.000006430305,0.00002131439,0.003162852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.988976,"threshold_uncertainty_score":0.03857088,"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."}}