{"id":"W2582567019","doi":"10.21810/strm.v8i1.149","title":"Contingency and Satisfaction under Digital Capitalism","year":2016,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Precarity; Contingency; Capitalism; Context (archaeology); Restructuring; Flexibility (engineering); Schism; Dream; Division of labour; Capitalist system; Work (physics); Sociology; Labour economics; Business; Economics; Political science; Market economy; Gender studies; Psychology; Management; Engineering; Law; History; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003860533,0.00006250855,0.0001067359,0.00008293993,0.0003246775,0.0001419946,0.0001789993,0.0000494498,0.00003985161],"category_scores_gemma":[0.0000398747,0.00004502486,0.00005921668,0.00006007755,0.0002365358,0.002745844,0.00008230614,0.00008080655,0.0000106569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000921574,"about_ca_system_score_gemma":0.00005113488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002002743,"about_ca_topic_score_gemma":0.0002676843,"domain_scores_codex":[0.9992985,0.00007829836,0.0003370359,0.00005287965,0.0001309858,0.0001023654],"domain_scores_gemma":[0.999196,0.0001802232,0.0002818039,0.0001307545,0.0001384074,0.0000728325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007791793,0.00006250187,0.0129433,0.000005128296,0.00005330998,0.000001057318,0.01533351,0.0000051936,0.00009693866,0.06520469,0.0006773054,0.9055392],"study_design_scores_gemma":[0.002448023,0.0007472287,0.198747,0.001307948,0.00008904942,0.0001330373,0.07935855,0.0000208856,0.0004933277,0.6938378,0.02226645,0.0005507601],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8946742,0.0004174411,0.002980967,0.01157446,0.0001562391,0.00008795546,0.000007704499,0.00001815316,0.09008291],"genre_scores_gemma":[0.9988341,0.0007062904,0.0001198595,0.0000164066,0.00006197123,0.000001533177,0.0000023294,0.000004644979,0.0002528161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9049884,"threshold_uncertainty_score":0.2497189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392663271138941,"score_gpt":0.2976702711273906,"score_spread":0.2837436384160012,"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."}}