{"id":"W4416284805","doi":"10.64628/aam.pmc6rm4m7","title":"Will AI automation really kill jobs? A new survey finds Canadian workers are split on the answer","year":2025,"lang":"","type":"article","venue":"","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Automation; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001445226,0.0002286544,0.0002965118,0.001599728,0.00722636,0.003356708,0.00095775,0.001034077,0.01174632],"category_scores_gemma":[0.004749557,0.0002141692,0.0003276842,0.004660077,0.002197454,0.00149537,0.00127368,0.001569747,0.001260851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01340454,"about_ca_system_score_gemma":0.03098511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9829395,"about_ca_topic_score_gemma":0.9908006,"domain_scores_codex":[0.9982157,0.00009744076,0.00004023689,0.0001164653,0.000774145,0.0007560295],"domain_scores_gemma":[0.9938461,0.0008546486,0.0007455267,0.0001761218,0.003129878,0.001247651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002949733,0.000164201,0.7090915,0.000328904,0.00007625636,0.0002464199,0.06057643,0.0001888899,0.00136463,0.004567105,0.0990296,0.1240711],"study_design_scores_gemma":[0.00001435463,0.00004561713,0.7610775,0.0002444961,0.00003151864,0.00004665359,0.1654481,0.0001379732,0.0001869615,0.000510433,0.07220754,0.00004893196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8780732,0.001897719,0.0003327953,0.02546611,0.0001928003,0.00006300947,0.00220076,0.00003581096,0.09173785],"genre_scores_gemma":[0.9630096,0.002724695,0.0002607759,0.007131206,0.00004559575,0.00003200367,0.001115852,0.00002477864,0.02565541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01706052,"threshold_uncertainty_score":0.0972572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01774012392998268,"score_gpt":0.2600220429811799,"score_spread":0.2422819190511973,"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."}}