{"id":"W4411238237","doi":"10.2218/himalaya.2022.7811","title":"Himalayan Studies Conference 6","year":2022,"lang":"en","type":"article","venue":"HIMALAYA","topic":"South Asian Studies and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science; Computer science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004566063,0.0000925029,0.0001696242,0.00004626162,0.002080449,0.00003362454,0.0002923432,0.00002013417,0.001802948],"category_scores_gemma":[0.0001416242,0.00009511814,0.00006423347,0.0003007681,0.0003711046,0.00006859448,0.0002877388,0.000149975,0.0001164336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001324363,"about_ca_system_score_gemma":0.0001227246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002707327,"about_ca_topic_score_gemma":0.0001970771,"domain_scores_codex":[0.998645,0.0001791314,0.000137075,0.0002219422,0.0004471738,0.0003696988],"domain_scores_gemma":[0.9995013,0.00008664343,0.00006454061,0.0001561575,0.0001050753,0.00008625298],"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":[0.00004807521,0.0001233756,0.0440735,0.00001771345,0.0002037223,0.0000818066,0.3753164,0.00002439369,0.00008892974,0.4952152,0.0657374,0.01906948],"study_design_scores_gemma":[0.0001571693,0.0000485788,0.002152554,0.000003052613,0.00001273707,0.000001296262,0.2706748,0.000004762419,0.000006512269,0.00112317,0.7256896,0.000125813],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.461035,0.003739104,0.00001590046,0.0128468,0.001691831,0.000374543,0.00002617134,0.0003080318,0.5199627],"genre_scores_gemma":[0.9867956,0.000211389,0.00008580644,0.0007883933,0.0002180438,0.0001293913,0.00000169554,0.000009003062,0.01176069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6599522,"threshold_uncertainty_score":0.9992187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.137187079038864,"score_gpt":0.3874404791725757,"score_spread":0.2502534001337117,"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."}}