{"id":"W7162187962","doi":"10.59236/emro.v25i9a8062","title":"Pasang","year":2023,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Sociopolitical Dynamics in Nepal","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Narrative; Summit; Appeal; Set (abstract data type); Shadow (psychology)","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002585714,0.0003401649,0.0006581036,0.00022787,0.0006362293,0.00009291363,0.0008742253,0.0002929799,0.009644343],"category_scores_gemma":[0.01971043,0.0003357965,0.0003887133,0.00273053,0.001087373,0.0002253056,0.0001696644,0.0005924948,0.0168827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000542977,"about_ca_system_score_gemma":0.001868329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001974551,"about_ca_topic_score_gemma":0.0006206274,"domain_scores_codex":[0.9952394,0.0008774127,0.00111109,0.0006367746,0.001127571,0.001007725],"domain_scores_gemma":[0.9932965,0.004810715,0.0003202209,0.0005196399,0.0003059959,0.0007469265],"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":[0.000004540432,0.0007640321,0.00356676,0.0002804031,0.00004936389,0.000004572293,0.02022294,0.000002703121,0.000009576287,0.7006839,0.2238866,0.05052467],"study_design_scores_gemma":[0.0001655474,0.000018832,0.03059709,0.000430029,0.00008153354,0.000001671782,0.00470794,0.0003576255,5.290207e-7,0.1572549,0.8059912,0.000393076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1194932,0.08635043,0.00003425964,0.6779445,0.06474677,0.003459414,0.001667974,0.0004465286,0.04585694],"genre_scores_gemma":[0.1874588,0.6088812,0.01359912,0.01217721,0.09452209,0.0009965122,0.00722707,0.0002363265,0.0749016],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6657673,"threshold_uncertainty_score":0.9999094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1156051678957563,"score_gpt":0.4530842289143087,"score_spread":0.3374790610185524,"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."}}