{"id":"W7061209901","doi":"","title":"Public Sector Investment in Higher Education R&D and Knowledge Transfer Activity from the Higher Education Sector in Northern Ireland, Department of Employment and Learning, Northern Ireland,","year":2007,"lang":"en","type":"other","venue":"Research Portal (Queen's University Belfast)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Higher education; Public sector; Investment (military); Knowledge transfer; Technology transfer; Further education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013431,0.0003814717,0.0003415506,0.001690641,0.0006589903,0.002333078,0.0007275707,0.0009241553,0.04808201],"category_scores_gemma":[0.004234162,0.000389465,0.0003504632,0.003878697,0.0003881442,0.001357976,0.001282391,0.001005494,0.006009093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01143879,"about_ca_system_score_gemma":0.0234743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3262013,"about_ca_topic_score_gemma":0.4879076,"domain_scores_codex":[0.998725,0.0001083635,0.00006351418,0.00009241452,0.0004275905,0.0005832323],"domain_scores_gemma":[0.9957195,0.0007204054,0.0004435824,0.0001795797,0.001375718,0.001561286],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007659603,0.0003758204,0.07211751,0.001185907,0.00003954859,0.00030574,0.0009749015,0.001306918,0.0003788193,0.005140488,0.793092,0.1243164],"study_design_scores_gemma":[0.0001138104,0.0001357276,0.6871962,0.000247265,0.00002834378,0.0001706032,0.003093449,0.00084069,0.0007013616,0.0004573342,0.3069864,0.00002885608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2102219,0.00621595,0.000597452,0.03155981,0.001053184,0.0004299538,0.2644933,0.0008831255,0.4845454],"genre_scores_gemma":[0.2502963,0.004119695,0.0006479679,0.001011062,0.0001669288,0.0002264322,0.0759173,0.0001659923,0.6674483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9986569,"threshold_uncertainty_score":0.6486052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0358961237925846,"score_gpt":0.2822992329014836,"score_spread":0.246403109108899,"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."}}