{"id":"W4390812413","doi":"10.3126/mrj.v1i01.51925","title":"Identity Based Federalism and its Implications: An Analytical Study","year":2020,"lang":"en","type":"article","venue":"Mangal Research Journal","topic":"Post-Soviet Geopolitical Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Secession; Federalism; Constitution; Political science; Politics; Identity (music); Dynamism; Political economy; Law; Economics","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005033298,0.0000844166,0.0001507048,0.0001405111,0.00199315,0.001191854,0.000592285,0.00007469841,0.0003699474],"category_scores_gemma":[0.005549449,0.00007830456,0.00005069438,0.0006359456,0.0003468426,0.0008448827,0.0001746166,0.0009755395,0.00008959635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857457,"about_ca_system_score_gemma":0.0006171484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005995078,"about_ca_topic_score_gemma":0.001623758,"domain_scores_codex":[0.9955012,0.001755218,0.0002437398,0.0002659431,0.001514855,0.0007190978],"domain_scores_gemma":[0.9972259,0.0004176448,0.00003745487,0.0001346785,0.0006834299,0.001500925],"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":[0.0001415418,0.0009434026,0.08493704,0.00002971798,0.00006892128,0.0002844209,0.0106954,0.0000172135,0.0003093571,0.8941056,0.002987959,0.005479395],"study_design_scores_gemma":[0.002866816,0.003081248,0.7016149,0.00005229787,0.00008909556,0.00004539091,0.05896235,0.06124157,0.00002567829,0.1515492,0.01975798,0.0007135802],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9335474,0.0001023681,0.000644927,0.0556205,0.00006144397,0.0004958853,0.00002207329,0.00004566356,0.009459687],"genre_scores_gemma":[0.9982534,0.00004363723,0.0001495572,0.000752053,0.0005664139,0.00001049824,0.000002336928,0.0000108526,0.000211226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7425565,"threshold_uncertainty_score":0.999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3399694136902802,"score_gpt":0.5408420484745533,"score_spread":0.2008726347842731,"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."}}