{"id":"W3173882469","doi":"10.1177/07308884211024711","title":"Über-Alienated: Powerless and Alone in the Gig Economy","year":2021,"lang":"en","type":"article","venue":"Work and Occupations","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Toronto; McMaster University","funders":"","keywords":"Alienation; Loneliness; Isolation (microbiology); Autonomy; Gig economy; Social isolation; Sociology; Social psychology; Work (physics); Gossip; Psychology; Political science; Gender studies; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028919,0.00003986877,0.0000617302,0.00002806425,0.0002980988,0.0002179935,0.00004991108,0.00003518403,0.00007273437],"category_scores_gemma":[0.00002683016,0.0000329485,0.00001562524,0.0002463136,0.00009007189,0.0003467463,0.000008138624,0.00005607372,0.00001090801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008966415,"about_ca_system_score_gemma":0.00004898627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001225838,"about_ca_topic_score_gemma":0.003066993,"domain_scores_codex":[0.9995788,0.00006644522,0.000119848,0.00008843926,0.00004395284,0.0001025481],"domain_scores_gemma":[0.9997608,0.00009507764,0.00002276957,0.00006467437,0.00002320527,0.00003345959],"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":[0.00001613105,0.0001256768,0.1771541,0.00001199451,0.0000180288,0.000008551511,0.0774661,0.00003852064,6.520469e-7,0.6013317,0.003217033,0.1406116],"study_design_scores_gemma":[0.0004645706,0.00001443218,0.3738549,0.00003289091,0.00001517238,0.000003111985,0.02583864,0.00002883598,0.00001350986,0.0230021,0.5765442,0.000187652],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6612823,0.0002869331,0.0001732921,0.007833343,0.00006184511,0.0001146445,0.000005427415,0.00001249847,0.3302297],"genre_scores_gemma":[0.9988039,0.0001002194,0.00005971639,0.0005340245,0.00002854216,0.0000124269,0.0000177426,0.000001601029,0.0004418702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5783296,"threshold_uncertainty_score":0.2292765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573423199233668,"score_gpt":0.2684046011375469,"score_spread":0.2526703691452102,"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."}}