{"id":"W3157457396","doi":"10.13140/rg.2.2.15093.09441","title":"Shanghai Rankings of Global Universities (2020) and Status of Indian Universities","year":2021,"lang":"en","type":"article","venue":"","topic":"Economic Sanctions and International Relations","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ranking (information retrieval); China; Position (finance); Status quo; Political science; Higher education; Geography; Subject (documents); Economic growth; Library science; Business; Computer science; Economics; Law","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":[0.00004525039,0.00004474217,0.0001461515,0.00006914701,0.00003572675,0.00001058931,0.00004708932,0.00003733472,0.001850865],"category_scores_gemma":[0.00001040028,0.00005916671,0.00004877975,0.0001321537,0.00007592804,0.0002001286,0.00003669573,0.000028825,0.0000169697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807462,"about_ca_system_score_gemma":0.0001090199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00140273,"about_ca_topic_score_gemma":0.000172124,"domain_scores_codex":[0.9995742,0.000003798085,0.0002046871,0.0001140221,0.00001443281,0.00008888771],"domain_scores_gemma":[0.9996639,0.00003242395,0.0001346092,0.00007840496,0.00005725421,0.00003341143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000004530393,0.00001567176,0.119216,0.0000115639,0.00005979034,0.000001637179,0.000490543,0.0000796571,0.000003590483,0.8797857,0.0002261041,0.0001051944],"study_design_scores_gemma":[0.001870073,0.0001205627,0.7666033,0.00005548519,0.00002805595,0.00002679708,0.06252973,0.00181467,0.0006692405,0.1107992,0.05512145,0.0003614626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7658346,0.0008945611,0.0004276119,0.0001563829,0.00009086525,0.00001796934,0.0003127102,0.000004834325,0.2322605],"genre_scores_gemma":[0.9936457,0.0004900896,0.0005981039,0.00003968606,0.00001076975,2.832018e-7,0.00001502723,0.000002545965,0.00519776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7689865,"threshold_uncertainty_score":0.9990616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299444324720477,"score_gpt":0.208285692500527,"score_spread":0.1952912492533223,"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."}}