{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000838045,0.000409263,0.0002194651,0.0008815898,0.004273927,0.005302119,0.0004696533,0.001427013,0.09367013],"category_scores_gemma":[0.0008242759,0.000185224,0.000256068,0.001517655,0.0007992389,0.001249924,0.002027129,0.001637078,0.008907742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003388022,"about_ca_system_score_gemma":0.003402286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01985326,"about_ca_topic_score_gemma":0.06036567,"domain_scores_codex":[0.9996363,0.00009907054,0.0000127808,0.00002723983,0.0001042282,0.000120393],"domain_scores_gemma":[0.9996753,0.00006495103,0.00001415031,0.00003279082,0.0000907158,0.000122179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001322309,0.0001306634,0.002884309,0.0002919551,0.00002189174,0.0006592074,0.003734565,0.0002214875,0.0009474143,0.07525579,0.8637539,0.0519667],"study_design_scores_gemma":[0.000006521903,0.0000101664,0.004693971,0.00007747792,0.000003481919,0.00004686415,0.001490923,0.00002985223,0.0002345309,0.001493682,0.9919091,0.000003420524],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02898283,0.03289624,0.0002260801,0.0604049,0.02089631,0.00006896816,0.0008986128,0.0000900346,0.855536],"genre_scores_gemma":[0.09002878,0.01037971,0.0002382484,0.003264187,0.005104623,0.00003734869,0.0004496213,0.00003877362,0.8904588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09367013,"threshold_uncertainty_score":0.3133578,"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."}}