{"id":"W4210889728","doi":"10.3386/w29724","title":"Quantum Economic Advantage","year":2022,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Intellectual Capital and Performance Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Waterloo","funders":"Institut Périmètre de physique théorique; Natural Sciences and Engineering Research Council of Canada; Government of Canada; Ministry of Colleges and Universities; Innovation, Science and Economic Development Canada","keywords":"Quantum; Physics; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005112748,0.0002660655,0.0005855478,0.002366898,0.0003712889,0.0002166049,0.0008788639,0.0002105626,0.05391846],"category_scores_gemma":[0.0005030967,0.0002744266,0.0003987049,0.0003082101,0.000185221,0.0008176284,0.0006993423,0.0009078338,0.005489021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002174628,"about_ca_system_score_gemma":0.002077839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00800875,"about_ca_topic_score_gemma":0.0007544532,"domain_scores_codex":[0.9965398,0.00003306605,0.0008292941,0.0005741558,0.001539145,0.0004845895],"domain_scores_gemma":[0.9976102,0.0003919279,0.0005444109,0.0003430654,0.001089294,0.00002116921],"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":[0.0001026869,0.00006808336,0.001233435,0.0004254201,0.0002906281,0.000006139694,0.0000264998,0.001889719,0.00001682508,0.3922739,0.6023778,0.001288832],"study_design_scores_gemma":[0.0002391287,0.00004158333,0.0001749592,0.00003634968,0.00004622231,0.00000732,0.000255118,0.01120134,0.00002035921,0.1595497,0.8280741,0.0003537851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01178769,0.0005939897,9.89929e-7,0.0005033138,0.001309041,0.0003053349,0.000104576,0.00002878969,0.9853663],"genre_scores_gemma":[0.9398403,0.002018603,0.00001293423,0.000203406,0.008864123,0.0001912135,0.003337105,0.0001025728,0.04542976],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9399365,"threshold_uncertainty_score":0.9999708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2636738553468661,"score_gpt":0.4609775251242222,"score_spread":0.1973036697773561,"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."}}