{"id":"W4302089798","doi":"10.46692/9781447316961.006","title":"Unemployment and work: precarious futures","year":2016,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Futures contract; Unemployment; Precarious work; Work (physics); Labour economics; Economics; Engineering; Financial economics; Macroeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007555284,0.0004240442,0.0004309716,0.0007690471,0.003663757,0.004520172,0.0008005716,0.002656578,0.02334641],"category_scores_gemma":[0.001677217,0.0002430277,0.0003162955,0.0008512862,0.002641742,0.002863832,0.002525845,0.003320527,0.002484857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003246479,"about_ca_system_score_gemma":0.002790431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01021586,"about_ca_topic_score_gemma":0.01198094,"domain_scores_codex":[0.9994031,0.0002063381,0.00002812917,0.0001022132,0.0001357535,0.0001244952],"domain_scores_gemma":[0.9994715,0.0002677531,0.00005018272,0.00001683296,0.00009704915,0.00009662941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006695019,0.00009906475,0.005315638,0.001180577,0.00001296303,0.0006006848,0.07144768,0.0005559041,0.0002662394,0.531499,0.2390671,0.1498882],"study_design_scores_gemma":[0.000002635481,0.00003856418,0.004919818,0.003561561,0.000003613217,0.0002700312,0.01976573,0.0001197571,0.00004099455,0.04458059,0.9266803,0.00001623265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03091525,0.3298922,0.00286283,0.1618803,0.01032352,0.0001693464,0.0008462575,0.00006721466,0.463043],"genre_scores_gemma":[0.4499492,0.255117,0.003415604,0.03526901,0.0128952,0.000653195,0.0012515,0.0001549358,0.2412944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02334641,"threshold_uncertainty_score":0.07810158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03886768227851686,"score_gpt":0.3953667253636002,"score_spread":0.3564990430850834,"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."}}