{"id":"W4286666207","doi":"10.5465/ambpp.2022.11173abstract","title":"Imagining the Future of Work When the Present is Disrupted","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Scholarship; Work (physics); Futures contract; Sociology; Public relations; Political science; Engineering ethics; Business; 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":[0.01932098,0.0005172912,0.0005557556,0.001786367,0.01694814,0.02153492,0.0016918,0.00601319,0.005350618],"category_scores_gemma":[0.01982044,0.0006086294,0.0008171768,0.0009970213,0.04837466,0.03769938,0.01581461,0.007696186,0.001124606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006532175,"about_ca_system_score_gemma":0.008087776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002902255,"about_ca_topic_score_gemma":0.004954228,"domain_scores_codex":[0.979936,0.01527382,0.0003379961,0.0008469512,0.001646476,0.00195883],"domain_scores_gemma":[0.9824738,0.006789811,0.001727703,0.001775739,0.001549743,0.005683134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008951195,0.00008905463,0.006379412,0.0001735101,0.00003060284,0.001178632,0.6438513,0.000470588,0.0005739467,0.3165684,0.009378188,0.02121676],"study_design_scores_gemma":[0.00001578623,0.00007958589,0.001958352,0.0003589542,0.00001422274,0.0006907431,0.6861008,0.0003436669,0.0002002476,0.1835459,0.1266421,0.00004959999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3572191,0.0130127,0.02426662,0.2817327,0.002107456,0.0001094651,0.0001291475,0.0001215116,0.3213013],"genre_scores_gemma":[0.9897214,0.002141153,0.001655565,0.002433368,0.0001493406,0.00003287573,0.00003082702,0.00003627616,0.003799304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02153492,"threshold_uncertainty_score":0.1021803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01645021519851376,"score_gpt":0.2645054007467604,"score_spread":0.2480551855482466,"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."}}