{"id":"W7005882628","doi":"","title":"Scottish Labour Market Trends [March 2018]","year":2018,"lang":"en","type":"other","venue":"Strathprints: The University of Strathclyde institutional repository (University of Strathclyde)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unemployment; Quarter (Canadian coin); Productivity; Labour supply; Fell; Volatility (finance); Full employment","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001004346,0.001258163,0.001618228,0.001408501,0.002054604,0.0000947884,0.004489536,0.001499677,0.02082619],"category_scores_gemma":[0.00005999195,0.001492582,0.00120192,0.001760668,0.01065408,0.0008527649,0.0009418688,0.001378547,0.001447975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008525423,"about_ca_system_score_gemma":0.002792746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221575,"about_ca_topic_score_gemma":0.006992443,"domain_scores_codex":[0.9931948,0.0007084508,0.0007865609,0.001841336,0.002329994,0.001138915],"domain_scores_gemma":[0.9936511,0.0002045285,0.002296019,0.002327718,0.0008991559,0.0006214647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002059026,0.001805423,0.001588523,0.001049894,0.003482099,0.002596927,0.001456464,0.0001663072,0.009019343,0.05004829,0.924277,0.002450695],"study_design_scores_gemma":[0.004849615,0.001033061,0.04203731,0.002582349,0.001649533,0.0006143553,0.01393608,0.0002352596,0.0006644123,0.000771102,0.9291075,0.002519457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02689355,0.0006829173,0.0008086999,0.0002564155,0.001144002,0.0009284673,0.004492948,0.0005811946,0.9642118],"genre_scores_gemma":[0.2313982,0.0006350097,0.003929798,0.0000154564,0.0006148318,4.756045e-7,0.0002653812,0.0003560544,0.7627848],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2045047,"threshold_uncertainty_score":0.9997966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256637023823323,"score_gpt":0.2023145091149535,"score_spread":0.1897481388767203,"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."}}