{"id":"W4411878159","doi":"10.3126/dsaj.v19i1.80833","title":"Interview with Professor Samira Luitel","year":2025,"lang":"en","type":"article","venue":"Dhaulagiri Journal of Sociology and Anthropology","topic":"Sociopolitical Dynamics in Nepal","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Psychology; Political science; Media studies","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"],"consensus_categories":[],"category_scores_codex":[0.001289533,0.0001238353,0.0004391629,0.0001377748,0.000580171,0.00001592388,0.0002824157,0.0003906326,0.0005519777],"category_scores_gemma":[0.0004391393,0.0000941407,0.00008880442,0.0001363758,0.01199299,0.0001131738,0.00007211745,0.0006197717,0.000006797773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001024596,"about_ca_system_score_gemma":0.0004016556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005882924,"about_ca_topic_score_gemma":0.0001414007,"domain_scores_codex":[0.9980124,0.0009076632,0.000383696,0.0001614354,0.0001272637,0.0004075026],"domain_scores_gemma":[0.998495,0.0007858318,0.0002279967,0.00009907749,0.000282488,0.0001095931],"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":[0.00007922535,0.0001016425,0.02101882,0.0000391896,0.0002082731,0.00006943546,0.01603061,5.814288e-7,0.0000445696,0.9560487,0.002988312,0.003370595],"study_design_scores_gemma":[0.002019742,0.0009443284,0.01803633,0.0002726178,0.0002277387,0.0001713226,0.1736785,0.00001465079,0.00005455557,0.7308221,0.07345714,0.0003009188],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8624414,0.004902771,0.005573679,0.1125972,0.001936328,0.0001773172,0.000005319319,0.00003162843,0.0123344],"genre_scores_gemma":[0.9920933,0.001877709,0.0008126493,0.003990945,0.000268599,0.000003172895,0.000001057924,0.000007696628,0.0009449129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2252266,"threshold_uncertainty_score":0.9906958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02388023668196958,"score_gpt":0.3964888806351955,"score_spread":0.3726086439532259,"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."}}