{"id":"W6911324376","doi":"10.5255/ukda-sn-7155-7","title":"MQ5: Investment by Insurance Companies, Pension Funds and Trusts, 1997-2021: Secure Access","year":2022,"lang":"en","type":"dataset","venue":"UK Data Archive","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pension; Balance sheet; Investment (military); Quarter (Canadian coin); Unit (ring theory); Unit trust; Life insurance; Survey data collection","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","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.0007464769,0.001144126,0.001264653,0.0005792671,0.0007250964,0.0006965721,0.006786205,0.0002399221,0.01367068],"category_scores_gemma":[0.0003089741,0.001162283,0.00009349806,0.0006894917,0.0006891395,0.0009331698,0.02046987,0.002360016,0.0007504838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002560687,"about_ca_system_score_gemma":0.000440278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005614043,"about_ca_topic_score_gemma":0.005104786,"domain_scores_codex":[0.9929299,0.001020738,0.0008563502,0.002729952,0.001483861,0.0009792021],"domain_scores_gemma":[0.9914418,0.0006140544,0.0008917874,0.006449074,0.00004805039,0.0005552559],"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":[0.0003417542,0.000292582,0.0002072982,0.000383489,0.0003386394,0.0002310269,0.0001676078,0.000008320925,0.00006101409,0.00009550248,0.9975227,0.0003501406],"study_design_scores_gemma":[0.001359295,0.000187373,0.001254359,0.0002198035,0.0003139986,0.0001145719,0.0001180749,0.0001795575,0.000006012302,0.0005255138,0.9945225,0.001198942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004566673,0.004028279,0.000007930616,0.0001219809,0.0006838953,0.001324754,0.9929949,0.0001040558,0.00027754],"genre_scores_gemma":[0.0001205233,0.003768874,0.000326935,0.001422121,0.0002862963,0.0001844006,0.9935986,0.0002070685,0.00008516096],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01368367,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04927103902165083,"score_gpt":0.310620182085456,"score_spread":0.2613491430638052,"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."}}