{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"89b9fc800518","filters":{"venue":"ePrints@IISc (Indian Institute of Science)"}},"results":[{"id":"W7074000537","doi":"","title":"Genetic analysis of the glucocerebrosidase gene in South Indian patients with Parkinson's disease","year":2018,"lang":"en","type":"article","venue":"ePrints@IISc (Indian Institute of Science)","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Glucocerebrosidase; Exon; Gene; Genetic analysis; Mutation; Polymerase chain reaction; Sequence analysis; Mutation testing; Coding region; Primer (cosmetics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009160404916467866,"gpt":0.1947565434437646,"spread":0.1855961385272968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004889179,0.0001756334,0.0003399717,0.0008056881,0.0003461046,0.00005104469,0.00103107,0.00005443922,0.0006483311],"category_scores_gemma":[0.0001733035,0.0001055069,0.0001559971,0.004915027,0.00329128,0.0002683253,0.00008176047,0.0001327537,0.00006071255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001469369,"about_ca_system_score_gemma":0.0003296479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002498658,"about_ca_topic_score_gemma":0.01060344,"domain_scores_codex":[0.9977005,0.00005684578,0.0004115049,0.0005796406,0.0008055957,0.000445872],"domain_scores_gemma":[0.9985475,0.00001958906,0.0002762973,0.0006407864,0.0001970589,0.0003187931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003269062,0.00005409833,0.9565979,0.000008987246,0.00004565998,0.000006284908,0.001360419,0.03733565,0.00001705078,0.00001133103,0.000001330106,0.004528652],"study_design_scores_gemma":[0.0002873441,0.0000701828,0.9878547,0.00003082162,0.0001638391,3.454101e-7,0.0001451403,0.01082125,0.0002913577,0.00009700571,0.00008327843,0.0001547569],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987575,0.0000265528,0.0001884572,0.00008721753,0.0002023955,0.0001749747,0.0001491899,0.00001010025,0.0004036079],"genre_scores_gemma":[0.9985298,0.000005678337,0.001272082,0.00009731519,0.0000357226,0.000001380673,0.00002407864,0.000002418245,0.00003155478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03125683,"threshold_uncertainty_score":0.9994212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3049195129","doi":"","title":"Evaluation of Flat Plate Solar Collector With Integral Fin Extruded Aluminium Tubes","year":2019,"lang":"en","type":"article","venue":"ePrints@IISc (Indian Institute of Science)","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Aluminium; Fin; Materials science; Brazing; Extrusion; Tube (container); Composite material; Copper; Welding; Metallurgy","authors":[{"name":"Suyog Wani","is_ca":false},{"name":"K. Srinivasan","is_ca":false},{"name":"Pradip Dutta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02515342269605957,"gpt":0.25559083644093,"spread":0.2304374137448704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002949014,0.0002410132,0.0004336911,0.0004314051,0.0001935996,0.00005585218,0.0007998609,0.0001242061,0.001305272],"category_scores_gemma":[0.0002706725,0.0001867776,0.0001035766,0.001252245,0.001348115,0.0007027207,0.0001289667,0.0001886925,0.0003353753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310915,"about_ca_system_score_gemma":0.001375725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004442515,"about_ca_topic_score_gemma":0.001524975,"domain_scores_codex":[0.996573,0.0001223811,0.0005387208,0.000544909,0.001784303,0.000436707],"domain_scores_gemma":[0.998109,0.00004613625,0.0003042334,0.0006905762,0.0006790126,0.0001709838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003305904,0.0001902176,0.04263886,0.0002069336,0.0001904986,0.00001654814,0.01462011,0.008120831,0.9096622,0.005215403,0.0001020182,0.0187058],"study_design_scores_gemma":[0.00286221,0.000412553,0.05081697,0.000489737,0.0001127624,0.00005792835,0.002240888,0.008202056,0.927775,0.0008388833,0.005667821,0.0005231773],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698473,0.00004947202,0.00007236589,0.00003354014,0.001598689,0.0006808852,0.00001697679,0.00003643622,0.02766433],"genre_scores_gemma":[0.998161,0.000004293061,0.0007187678,0.00002689779,0.0000807854,0.0000305202,0.000008933867,0.00001947882,0.0009493331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02831368,"threshold_uncertainty_score":0.9996077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7051573757","doi":"","title":"Overview of the HASOC Subtrack at FIRE 2023: Hate-Speech Identification in Sinhala and Gujarati","year":2023,"lang":"en","type":"article","venue":"ePrints@IISc (Indian Institute of Science)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"International Development Research Centre","keywords":"Offensive; Gujarati; Identification (biology); Task (project management); Benchmark (surveying); Matching (statistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03564712695911439,"gpt":0.3049874793582836,"spread":0.2693403523991692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001023008,0.0001044701,0.0001652732,0.0002215579,0.0002545929,0.00006463311,0.0006374201,0.00002990846,0.008259577],"category_scores_gemma":[0.00005993914,0.00008443694,0.00005489532,0.001818574,0.001408108,0.0001410922,0.0006032926,0.0001252401,0.000147639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002432515,"about_ca_system_score_gemma":0.0002778128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001758484,"about_ca_topic_score_gemma":0.0007875581,"domain_scores_codex":[0.9984004,0.00003387307,0.0003893862,0.0003494531,0.000542017,0.0002848457],"domain_scores_gemma":[0.9991077,0.00003404674,0.0001698675,0.0004950525,0.0001099841,0.00008341223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001709484,0.0002383908,0.2190658,0.0002973301,0.00001929794,0.000009009145,0.003582842,0.0001452879,0.1485677,0.02147962,0.003418865,0.6031587],"study_design_scores_gemma":[0.0005118404,0.0000238534,0.8993239,0.0001852195,0.000007903083,0.000001410944,0.0009564395,0.001904918,0.08192992,0.0009481148,0.0140406,0.000165811],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979081,0.00003924691,0.000008306764,0.001414621,0.000271257,0.0004518873,0.00002658809,0.000007552635,0.01869953],"genre_scores_gemma":[0.9911484,0.00004785721,0.00007409087,0.00001165406,0.00002221605,0.00002091299,0.000008105578,0.000004243639,0.008662578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6802581,"threshold_uncertainty_score":0.992647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7094361396","doi":"","title":"Root rank: A relational operator for KWS result ranking","year":2019,"lang":"en","type":"article","venue":"ePrints@IISc (Indian Institute of Science)","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ranking (information retrieval); Rank (graph theory); Operator (biology); Relevance (law); Set (abstract data type); Result set; Function (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02299471733418212,"gpt":0.2743854156113691,"spread":0.251390698277187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002144206,0.0001615908,0.0002300343,0.0005445738,0.0005722265,0.0002957543,0.001878835,0.00008369332,0.0001179147],"category_scores_gemma":[0.0002583103,0.0001411197,0.0001218983,0.001455142,0.0007561502,0.00400789,0.0004108032,0.0001993806,0.0005039587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000146223,"about_ca_system_score_gemma":0.001258648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003423128,"about_ca_topic_score_gemma":0.00001159775,"domain_scores_codex":[0.9972674,0.00002230457,0.0005494885,0.0005209957,0.001116765,0.0005230482],"domain_scores_gemma":[0.9982697,0.0000615831,0.0002041251,0.0006842205,0.0005621914,0.0002182204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001006216,0.0001533544,0.01725617,0.0001324197,0.00002012625,0.00001222741,0.01026514,0.00234397,0.0213416,0.9046084,0.0003811701,0.04338485],"study_design_scores_gemma":[0.0132714,0.001009554,0.4465413,0.000629292,0.0000382351,0.0001763849,0.001010598,0.1225941,0.2133233,0.01052361,0.1883817,0.002500427],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8843985,0.00001087984,0.1027724,0.0009105983,0.00203376,0.0009266098,0.00002165468,0.00007705425,0.008848516],"genre_scores_gemma":[0.9616841,0.000002269827,0.03704081,0.0001689996,0.00006292344,0.0000268112,0.000007813412,0.000005934291,0.001000304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8940848,"threshold_uncertainty_score":0.6477538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7112228510","doi":"","title":"IMPLEMENTASI PROTOKOL MONTREAL PASCAAMANDEMEN KIGALI DALAM UPAYAMENGURANGI EFEK GAS RUMAH KACADI INDONESIA","year":2025,"lang":"en","type":"other","venue":"ePrints@IISc (Indian Institute of Science)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01189449184105107,"gpt":0.282405410017736,"spread":0.2705109181766849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.003109053,0.001611567,0.001887882,0.005035445,0.0009517707,0.0004723676,0.005402856,0.0008127177,0.005592239],"category_scores_gemma":[0.0002929329,0.001579629,0.0005814111,0.004031575,0.00850212,0.00126768,0.001793665,0.001298377,0.004338977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241815,"about_ca_system_score_gemma":0.005610351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01052254,"about_ca_topic_score_gemma":0.008805123,"domain_scores_codex":[0.9888328,0.0002172009,0.001919465,0.003093346,0.003309873,0.002627318],"domain_scores_gemma":[0.9935221,0.00005576839,0.00192526,0.003085237,0.0003803431,0.0010313],"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":[0.0006464242,0.003055069,0.1776613,0.004417262,0.002691707,0.001497183,0.01247651,0.0002402806,0.01338658,0.0584128,0.5614977,0.1640172],"study_design_scores_gemma":[0.007078649,0.0002870479,0.08745841,0.00319094,0.0005000899,0.00009416595,0.001157397,0.00005711048,0.01141538,0.001320025,0.8842568,0.003184011],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04655804,0.0003205197,0.0002134551,0.0004272137,0.003385742,0.01068068,0.001849639,0.001092597,0.9354721],"genre_scores_gemma":[0.5536486,0.0004518573,0.007285598,0.0003616847,0.001737475,0.002700686,0.0008504801,0.002250659,0.430713],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5070906,"threshold_uncertainty_score":0.9999784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}