{"id":"W3154698993","doi":"10.1177/00018392211010118","title":"The Invisible Cage: Workers’ Reactivity to Opaque Algorithmic Evaluations","year":2021,"lang":"en","type":"article","venue":"Administrative Science Quarterly","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":317,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Control (management); Third party; Work (physics); Computer science; Psychology; Business; Internet privacy; Public relations; Artificial intelligence; Political science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02200858,0.0007180952,0.0006297439,0.001421741,0.005541186,0.007696882,0.00182917,0.00224224,0.003356964],"category_scores_gemma":[0.08044069,0.0007963322,0.0007841928,0.0006758181,0.01061861,0.003364631,0.0089236,0.004169112,0.0007312807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00320942,"about_ca_system_score_gemma":0.002443878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006513187,"about_ca_topic_score_gemma":0.005748328,"domain_scores_codex":[0.9630755,0.0226126,0.0011601,0.00291261,0.007655961,0.002583198],"domain_scores_gemma":[0.928125,0.03467818,0.01398215,0.01156509,0.007215963,0.00443361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005843113,0.000250029,0.1417496,0.0002884932,0.0001285442,0.001603199,0.7610025,0.0008754374,0.008425751,0.008582806,0.009183062,0.06732618],"study_design_scores_gemma":[0.0001089043,0.001110875,0.1288456,0.0005384388,0.00008334831,0.001007594,0.7724636,0.005621566,0.003459079,0.01524295,0.07096078,0.0005573162],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664268,0.000317901,0.009761993,0.002219971,0.0001177067,0.00008558351,0.00003757322,0.0002441265,0.02078827],"genre_scores_gemma":[0.9962445,0.00005826952,0.001182001,0.0005762901,0.00002432524,0.00004937942,0.0000230882,0.00007456915,0.001767546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02200858,"threshold_uncertainty_score":0.1163939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04394486010557001,"score_gpt":0.3843965281236131,"score_spread":0.3404516680180431,"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."}}