{"id":"W4391903528","doi":"10.24251/hicss.2023.763","title":"Measuring Workers’ Perceptions of Algorithmic Control: Item Development and Content Validity Assessment","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Knowledge management; Process (computing); Set (abstract data type); Computer science; Scale (ratio); Empirical research; Key (lock); Perspective (graphical); Control (management); Work (physics); Information technology; Process management; Business; Engineering; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006545993,0.0004897252,0.0007481729,0.0008166052,0.001677294,0.0008614838,0.004568779,0.0002186919,0.00005018305],"category_scores_gemma":[0.0001576243,0.0003421912,0.000353879,0.00159041,0.002765493,0.002835811,0.0005588867,0.0004057676,0.00002658091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209933,"about_ca_system_score_gemma":0.0009559484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004949152,"about_ca_topic_score_gemma":0.00006525297,"domain_scores_codex":[0.9925346,0.00008529999,0.001675235,0.0009477051,0.0040539,0.000703301],"domain_scores_gemma":[0.9922032,0.0003152338,0.002092845,0.0001625262,0.004998139,0.0002280336],"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":[0.00008179273,0.0001050329,0.03351094,0.0001854315,0.000103429,3.434266e-7,0.007262655,0.00006425432,0.0003211911,0.9562988,0.0003182595,0.001747832],"study_design_scores_gemma":[0.0007105494,0.0003255543,0.03087536,0.003817427,0.00004306018,0.00001865973,0.9606983,0.0006898484,0.0006175589,0.00117922,0.000597616,0.0004268588],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3052441,0.000008905814,0.00005031914,0.003861311,0.001667889,0.0008444058,0.0003131812,0.0001149332,0.6878949],"genre_scores_gemma":[0.9978361,0.00004508201,0.0003746604,0.00005379032,0.0002106536,0.0001289154,0.000004571649,0.00001832459,0.001327868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9551196,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1423693802691364,"score_gpt":0.3208208820792654,"score_spread":0.178451501810129,"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."}}