{"id":"W7113514532","doi":"","title":"Labour Market Enforcement Strategy 2025 to 2026: call for evidence. WIP response","year":2024,"lang":"en","type":"other","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arts and Humanities Research Council; Trent University; Nottingham Trent University","keywords":"Work (physics); Enforcement; Order (exchange); Labor relations; Market analysis","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.03069211,0.002048211,0.002537267,0.003348938,0.004659721,0.01277473,0.007780948,0.06296802,0.1955171],"category_scores_gemma":[0.104667,0.001485648,0.003211123,0.003010811,0.004226656,0.01081245,0.01698408,0.02897801,0.1188283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009093279,"about_ca_system_score_gemma":0.06905214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04193801,"about_ca_topic_score_gemma":0.05728672,"domain_scores_codex":[0.9675173,0.006107573,0.002730129,0.001735098,0.01619125,0.005718655],"domain_scores_gemma":[0.9204516,0.02800071,0.00312759,0.003317869,0.02840072,0.01670156],"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":[0.00002591716,0.00002278471,0.00004853864,0.0002390197,0.000003459173,0.00005012367,0.00006329437,0.00001603626,0.00005087131,0.002068345,0.9929554,0.004456164],"study_design_scores_gemma":[0.00005123651,0.00003085671,0.0008052156,0.001315165,0.00001191153,0.00004608413,0.0006048071,0.00005067427,0.0001177604,0.003189233,0.9937338,0.00004335161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002938349,0.004121483,0.0006296999,0.9081756,0.04459475,0.0004409845,0.005055961,0.0005446517,0.03614304],"genre_scores_gemma":[0.001986054,0.001730145,0.001094977,0.8651877,0.003583419,0.001007179,0.001818887,0.0003706231,0.1232211],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1955171,"threshold_uncertainty_score":0.6540698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02632106129173897,"score_gpt":0.2767951902188374,"score_spread":0.2504741289270984,"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."}}