{"id":"W2618811077","doi":"10.1177/0741713617709264","title":"Book Review: <i>Youth Unemployment and Job Precariousness: Political Participation in the Austerity Era</i> , by D. Cairns, N. de Almeida Alves, A. Alexandre, and A. Correia, <i>Youth Rising? The Politics of Youth in the Global Economy</i> , by M. Sukarieh and S. Tannock, and <i>The Future of Work: Super-Exploitation and Social Precariousness in the 21st Century</i> , by A. S. Valencia","year":2017,"lang":"en","type":"article","venue":"Adult Education Quarterly","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Austerity; Youth unemployment; Politics; Unemployment; Sociology; Political science; Gender studies; Economic growth; Law; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.002093941,0.0002259542,0.000331686,0.00002818076,0.0009201497,0.000429597,0.0004214664,0.0001683059,0.000002151161],"category_scores_gemma":[0.0001581383,0.0001359838,0.00004913868,0.0002057792,0.001529518,0.0004270966,0.00003469011,0.0003153333,1.538389e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169311,"about_ca_system_score_gemma":0.0003267633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01463831,"about_ca_topic_score_gemma":0.008456937,"domain_scores_codex":[0.9969059,0.001448148,0.0005677756,0.0003226668,0.0003420046,0.0004134616],"domain_scores_gemma":[0.9986332,0.0004073198,0.0003791833,0.0003278789,0.0001596642,0.00009272838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004726867,0.0002777253,0.1592385,0.0001602611,0.00001736269,1.142992e-7,0.8105053,1.571783e-7,0.000001214942,0.01872389,0.008020324,0.003007871],"study_design_scores_gemma":[0.001270866,0.0001108831,0.1390733,0.0002112096,0.0002415117,0.000003417901,0.8511919,0.00002725367,0.00000189801,0.001860577,0.005778513,0.0002287209],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9161616,0.03663464,0.00000979119,0.04468519,0.0002171852,0.001424533,0.0003529945,0.000006283215,0.0005077694],"genre_scores_gemma":[0.9816215,0.008664829,0.000007205662,0.00926036,0.0001319871,0.0001275356,0.0001338218,0.00001019159,0.00004255412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06545991,"threshold_uncertainty_score":0.9919233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009701971246735547,"score_gpt":0.2932241393409653,"score_spread":0.2835221680942298,"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."}}