{"id":"W7164894146","doi":"10.1080/17153379.2022.12558123","title":"Shaping the Futures of Work: Proactive Governance and Millennials.","year":2022,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Educational Leadership and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Futures contract; Corporate governance; Perspective (graphical); Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00822981,0.0002755188,0.0001836155,0.0007724219,0.008608318,0.01127542,0.000947346,0.002706003,0.009322864],"category_scores_gemma":[0.009287868,0.000214756,0.0002029701,0.0006608111,0.01973704,0.009042338,0.01358031,0.004573504,0.0007790427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002931847,"about_ca_system_score_gemma":0.01190849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003238745,"about_ca_topic_score_gemma":0.008802946,"domain_scores_codex":[0.9965683,0.002255689,0.00005851977,0.0002365462,0.000271594,0.0006093284],"domain_scores_gemma":[0.9937616,0.001718102,0.0005296263,0.0004636807,0.0004716587,0.003055319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003070587,0.0001068729,0.004620073,0.0001072231,0.00001348819,0.0002949011,0.06265644,0.0004222197,0.0003486942,0.8253242,0.02270033,0.08337487],"study_design_scores_gemma":[0.00001308722,0.00005779551,0.004652918,0.0005982929,0.000009843398,0.0001255591,0.1033124,0.0004041985,0.0003696076,0.5537096,0.3367164,0.0000303774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1188025,0.009623594,0.01466085,0.2424389,0.001156415,0.00009009759,0.00007995711,0.0001195048,0.613028],"genre_scores_gemma":[0.9728253,0.003151784,0.002798727,0.004939415,0.0001066845,0.00004829692,0.00002677663,0.00003409971,0.0160689],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01127542,"threshold_uncertainty_score":0.04352391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04468283702336452,"score_gpt":0.2858280493388752,"score_spread":0.2411452123155107,"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."}}