{"id":"W4236899564","doi":"10.4324/9781003085843-1","title":"Introduction","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Sociopolitical Dynamics in Nepal","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0001316034,0.0001048912,0.000144317,0.00002731305,0.0001768454,0.00003919192,0.0001746074,0.0003336722,0.01654828],"category_scores_gemma":[0.0002234944,0.0001111502,0.00009467631,0.00001686936,0.0004648657,0.00004173662,0.00004450921,0.0003187806,0.003154597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002346209,"about_ca_system_score_gemma":0.0001364344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001383472,"about_ca_topic_score_gemma":0.0002381678,"domain_scores_codex":[0.9990761,0.00001755641,0.0001258154,0.0002528721,0.000362995,0.0001646061],"domain_scores_gemma":[0.9995283,0.00007940849,0.00004077571,0.0001332322,0.00006711223,0.000151116],"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":[9.441092e-7,0.000001248429,7.662339e-7,0.000002932018,0.00001157049,0.000002391833,0.0003562579,7.611909e-8,3.146035e-7,0.9307325,0.06796067,0.0009302922],"study_design_scores_gemma":[0.00001256257,0.000005504078,6.303168e-7,0.000002071812,0.000009568904,1.318009e-7,0.0001078063,0.0000040154,2.525893e-7,0.4215506,0.5782314,0.00007549478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[8.386003e-7,0.00002622265,0.0001456911,0.03638274,0.001221096,0.000114722,0.000007011028,0.0002083119,0.9618934],"genre_scores_gemma":[0.0006214622,0.00009187649,0.0004842209,0.0008490489,0.01136394,0.000001820187,0.00001675489,0.00002387861,0.986547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5102707,"threshold_uncertainty_score":0.9976215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662508411743518,"score_gpt":0.3004696986180074,"score_spread":0.2738446145005722,"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."}}