{"id":"W4306685146","doi":"10.1140/epjqt/s40507-022-00146-x","title":"The landscape of the quantum start-up ecosystem","year":2022,"lang":"en","type":"article","venue":"EPJ Quantum Technology","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutscher Akademischer Austauschdienst","keywords":"Quantum technology; Quantum; Computer science; Quantum information science; Business; Data science; Telecommunications; Physics; Quantum mechanics; Open quantum system","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":[],"consensus_categories":[],"category_scores_codex":[0.0006407388,0.0001540692,0.0002180575,0.0002191245,0.001025423,0.00006483035,0.001485968,0.00009696898,0.00024342],"category_scores_gemma":[0.0001700283,0.00009585475,0.0001325294,0.001020265,0.0001663698,0.0001698818,0.001342977,0.0004863436,0.00009674685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003171779,"about_ca_system_score_gemma":0.00003329081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003490097,"about_ca_topic_score_gemma":0.0001242779,"domain_scores_codex":[0.9986746,0.00003476971,0.0003435567,0.0002451061,0.0003218073,0.000380188],"domain_scores_gemma":[0.9987331,0.00007599268,0.000368666,0.0007399516,0.00007618676,0.00000609325],"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":[0.00003821202,0.00005722761,0.00521877,0.00004967886,0.00003711422,0.000006587842,0.00004365003,0.00002382142,0.001048588,0.967557,0.02451161,0.001407731],"study_design_scores_gemma":[0.0005556596,0.00007102556,0.001155526,0.00002182481,0.00004477001,0.0000219288,0.003354948,0.007132778,0.0004940766,0.1338801,0.8530487,0.0002186892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765437,0.0009721909,0.00005851253,0.01736836,0.003065772,0.0003236351,0.00001741302,0.0002589071,0.001391575],"genre_scores_gemma":[0.9989915,0.00002876738,0.000002847151,0.0003911031,0.0002258625,0.00007065935,0.000008238324,0.00002204671,0.0002589367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8336769,"threshold_uncertainty_score":0.7886829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312930159123999,"score_gpt":0.2079892878476535,"score_spread":0.1948599862564135,"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."}}