{"id":"W3173371982","doi":"10.15173/glj.v12i2.3892","title":"Varieties of Digital Work","year":2021,"lang":"en","type":"article","venue":"Global Labour Journal","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Typology; Work (physics); Relation (database); Workspace; Process (computing); Globalization; Perspective (graphical); Computer science; Knowledge management; Sociology; Engineering; Political science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002096181,0.00004494139,0.00008948522,0.00001229107,0.0002129611,0.0004182589,0.0001112434,0.00004582511,0.0003920263],"category_scores_gemma":[0.0001094667,0.00004405068,0.00007676333,0.0003216611,0.0001009088,0.0008877166,0.00001318349,0.00007925949,0.00004671625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006358585,"about_ca_system_score_gemma":0.0003314326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000137148,"about_ca_topic_score_gemma":0.00003992839,"domain_scores_codex":[0.9993526,0.00003522367,0.0001899314,0.00005094513,0.0002029005,0.0001684359],"domain_scores_gemma":[0.9995688,0.00002168005,0.00007672274,0.00004527068,0.0001853399,0.0001022498],"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":[0.0000228545,0.000063464,0.03284336,0.00000614355,0.0000357686,0.00002398328,0.001569213,0.00003859778,9.445063e-7,0.8717577,0.001727515,0.09191041],"study_design_scores_gemma":[0.0003489038,0.0000314383,0.01901103,0.00005217873,0.00001339366,0.00006410107,0.006586228,8.110502e-7,0.00006424657,0.2816582,0.6920214,0.0001480717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3587704,0.000494506,0.001312854,0.002470506,0.000599407,0.00002924467,0.0000477883,0.00001931214,0.636256],"genre_scores_gemma":[0.9980096,0.0001060647,0.0002121579,0.00009128351,0.0001701386,2.868431e-7,0.000002965639,0.000001609241,0.001405945],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6902939,"threshold_uncertainty_score":0.4292413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092642263079755,"score_gpt":0.253498046932247,"score_spread":0.2425716243014495,"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."}}