{"id":"W3154495506","doi":"10.51593/20200061","title":"AI Hubs: Europe and CANZUK","year":2021,"lang":"en","type":"report","venue":"","topic":"Economic and Technological Innovation","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); China; Investment (military); Private equity; Work (physics); Political science; Business; Regional science; Economy; International trade; Geography; Finance; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004899452,0.0002001554,0.0006136221,0.0002376088,0.00005559815,0.0001169767,0.0001553948,0.0004555914,0.002859274],"category_scores_gemma":[0.0003262958,0.000216004,0.00007120673,0.0002756658,0.00006891986,0.00009827402,0.0001752814,0.0004178497,0.0004841066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407658,"about_ca_system_score_gemma":0.0001184552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000799946,"about_ca_topic_score_gemma":0.000088764,"domain_scores_codex":[0.9983658,0.000004103966,0.0007787565,0.0006137329,0.00002897935,0.0002086468],"domain_scores_gemma":[0.9989693,0.00002138169,0.0004286063,0.0003736523,0.0001614564,0.00004557943],"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":[7.394567e-7,0.0000269053,0.01451204,0.00006352379,0.0000705334,0.00001685565,0.000006204073,4.983862e-7,0.00000169015,0.8663179,0.1143383,0.004644831],"study_design_scores_gemma":[0.00009825727,0.0000228224,0.005478701,0.00002125611,0.000004963276,0.00002456778,0.00000934226,0.00004818421,0.00001933565,0.03808718,0.9558976,0.0002877722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00714289,0.008262835,0.001165626,0.00252776,0.000884823,0.0001332911,0.000157003,0.0001305588,0.9795952],"genre_scores_gemma":[0.501941,0.02667503,0.001937234,0.006158353,0.0009729585,0.0000733466,0.0007108049,0.0001512177,0.4613801],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8415594,"threshold_uncertainty_score":0.9980522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076533148748591,"score_gpt":0.2576713742117245,"score_spread":0.1500180593368654,"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."}}