{"id":"W2312739671","doi":"10.5840/symposium200610241","title":"The Fragmentary Demand","year":2006,"lang":"en","type":"article","venue":"Symposium","topic":"Sociopolitical Dynamics in Nepal","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004014299,0.00005037984,0.00004743637,0.000009922979,0.001086281,0.00008938617,0.0002293947,0.00005841032,0.00008011125],"category_scores_gemma":[0.00004024099,0.00003761348,0.00004455148,0.0000849381,0.0005526527,0.00005663629,0.00003391216,0.00008687696,0.0001226316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001189494,"about_ca_system_score_gemma":0.00005641727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00402907,"about_ca_topic_score_gemma":0.002624862,"domain_scores_codex":[0.9990783,0.0001128057,0.0001014163,0.000103508,0.0002715903,0.0003323593],"domain_scores_gemma":[0.9994039,0.000358857,0.00002125426,0.0001295557,0.00003057924,0.00005586023],"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":[0.000001905548,0.00001438367,0.00566001,9.553645e-7,0.000004313658,0.000002120014,0.0006269116,0.000008428373,0.0001189748,0.9841678,0.009290689,0.0001035558],"study_design_scores_gemma":[0.0001788339,0.00001706821,0.007026474,0.000005447543,0.00001540373,8.323857e-7,0.002866704,0.0001671815,0.0001306966,0.4509928,0.5384396,0.0001590314],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1488733,0.0001799853,0.000132733,0.01906021,0.001083662,0.0001556322,0.000004812026,0.00009997415,0.8304097],"genre_scores_gemma":[0.984754,0.00006180783,0.0001211197,0.0003541292,0.0009087668,0.00001266691,0.000002971699,0.000007226423,0.01377736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8358807,"threshold_uncertainty_score":0.8354907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006432399083651071,"score_gpt":0.2760194472534407,"score_spread":0.2695870481697896,"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."}}