{"id":"W7106845579","doi":"10.1080/21598282.2025.2579900","title":"DeepSeek Upends Silicon Valley’s Sci-Fin-Fi Business Model","year":2025,"lang":"en","type":"article","venue":"International Critical Thought","topic":"Big Data and Digital Economy","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Business model; Silicon valley; Process (computing); Production (economics); Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001652836,0.0001533556,0.0001598735,0.0001799072,0.00009371479,0.0006071218,0.001536623,0.00008187399,0.00008739802],"category_scores_gemma":[0.0005416826,0.0001507439,0.0000813962,0.000307654,0.0001278722,0.001614307,0.000713625,0.0001308747,0.000201092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007813733,"about_ca_system_score_gemma":0.0001561449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001351629,"about_ca_topic_score_gemma":0.000008398684,"domain_scores_codex":[0.9986106,0.00002199453,0.0003030898,0.0004904664,0.0002913039,0.0002825759],"domain_scores_gemma":[0.9987615,0.0002893452,0.00002531916,0.0004389089,0.0003720684,0.0001128474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000957364,0.0001107007,0.00009887281,0.00001378668,0.00001914961,0.00001833375,0.00001516824,0.0003397633,0.00008205004,0.9769428,0.006889195,0.01546057],"study_design_scores_gemma":[0.0004582092,0.0000167607,0.001426254,0.00008827095,0.000009642283,0.00002641312,0.000008585524,0.442218,0.001267463,0.4545611,0.0996194,0.0002999163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001173608,0.0001096428,0.7036699,0.01838814,0.001373761,0.00005463785,0.00003839112,0.0001323427,0.2750596],"genre_scores_gemma":[0.9538409,0.00002054247,0.03475071,0.005497187,0.0002056718,0.00003268455,0.00003678722,0.00001024473,0.00560532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9526672,"threshold_uncertainty_score":0.6147159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090565157694173,"score_gpt":0.3144980483041405,"score_spread":0.2835923967271987,"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."}}