{"id":"W3100219762","doi":"10.46692/9781529208689.002","title":"The Age of Increased Precarious Employment: Origins and Implications","year":2020,"lang":"en","type":"other","venue":"","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographic economics; Precarious work; Labour economics; Political science; Economics; Work (physics); Engineering; Mechanical engineering","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":[0.001460056,0.0002782047,0.00029262,0.001144613,0.004690922,0.005579092,0.000981832,0.002805541,0.01301443],"category_scores_gemma":[0.003003191,0.0002450006,0.0002113305,0.001728442,0.01659622,0.005587493,0.004225219,0.006591526,0.001339008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004902715,"about_ca_system_score_gemma":0.002524519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007184194,"about_ca_topic_score_gemma":0.008545523,"domain_scores_codex":[0.9988365,0.0004077959,0.00003674737,0.000249982,0.0002689715,0.0002000274],"domain_scores_gemma":[0.9976863,0.001295514,0.0003120933,0.00009694975,0.000347049,0.0002620898],"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":[0.00004661027,0.00005043517,0.005574695,0.000444457,0.000007594027,0.0007264282,0.07938555,0.000181414,0.0002693494,0.8030847,0.03737955,0.07284927],"study_design_scores_gemma":[0.000006667963,0.00004460982,0.01863283,0.003165374,0.000008103105,0.00123803,0.05911558,0.0001876235,0.0003351922,0.2291114,0.6881036,0.00005099457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0964369,0.1779811,0.003672329,0.3843012,0.003490749,0.00005650763,0.0005728274,0.00008301323,0.3334053],"genre_scores_gemma":[0.8447428,0.0958693,0.001458453,0.02234319,0.00500683,0.0000812725,0.0001752955,0.0001266998,0.03019605],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01301443,"threshold_uncertainty_score":0.04353762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04706311252893405,"score_gpt":0.3853540510100056,"score_spread":0.3382909384810716,"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."}}