{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"999a296cd5f6","filters":{"venue":"Dyuthi Digital Repository (Cochin University of Science and Technology)"}},"results":[{"id":"W1609867776","doi":"","title":"Implication of Trade Livelihood and Employment Exclusion among Workers in Plantation Sector in Kerala","year":2015,"lang":"en","type":"dissertation","venue":"Dyuthi Digital Repository (Cochin University of Science and Technology)","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Cochin University of Science and Technology; International Labour Organization; United States Agency for International Development; International Development Research Centre; Department for International Development; United Nations Development Programme","keywords":"Livelihood; Business; Social exclusion; Geography; Socioeconomics; Agricultural economics; Economics; Labour economics; Development economics; Economic growth; Agriculture; Archaeology","authors":[{"name":"R. Rajesh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009742926914267836,"gpt":0.1894853188878022,"spread":0.1797423919735344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002633917,0.0001233288,0.0001604058,0.0007769006,0.0008645333,0.0010141,0.0003668315,0.0002679254,0.002688122],"category_scores_gemma":[0.0005678959,0.0001401462,0.0002016238,0.0009571221,0.0006344966,0.0003987137,0.0006898984,0.0003962009,0.0002744319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006779168,"about_ca_system_score_gemma":0.0009481735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04688211,"about_ca_topic_score_gemma":0.09457053,"domain_scores_codex":[0.9997051,0.00004452197,0.00001918809,0.00003403272,0.00004507382,0.0001520093],"domain_scores_gemma":[0.9994445,0.0001247676,0.0002118919,0.00001709163,0.00007241031,0.0001293557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003645977,0.00006050274,0.9916495,0.00002665661,0.00001471671,0.0004705458,0.003766201,0.00007651203,0.0003397633,0.0002099922,0.0001414695,0.003207643],"study_design_scores_gemma":[9.018394e-7,0.00006342486,0.9769828,0.00002453834,0.000008169665,0.0002470429,0.02165478,0.0001448057,0.00009497593,0.00009404963,0.000679009,0.000005564744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993414,0.00006089887,0.000007894955,0.00007175634,0.000001127076,0.000001103288,0.00003680163,4.582592e-7,0.000478499],"genre_scores_gemma":[0.999454,0.00009396478,0.00001080073,0.00001578266,0.000002602552,0.000001335083,0.00003558863,4.091057e-7,0.0003855614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04688211,"threshold_uncertainty_score":0.09321851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1850477481","doi":"","title":"Sedimentological and Geotechnical Studies of Coastal Sediments of Central Kerala","year":2012,"lang":"en","type":"dissertation","venue":"Dyuthi Digital Repository (Cochin University of Science and Technology)","topic":"Groundwater and Watershed Analysis","field":"Environmental 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":"Central Marine Fisheries Research Institute","keywords":"Geology; Geotechnical engineering; Mining engineering","authors":[{"name":"Prakash Vinu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008433240951853509,"gpt":0.2115985502279499,"spread":0.2031653092760964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001610464,0.0003930792,0.0001891212,0.002485313,0.0006329299,0.0008057706,0.0003112932,0.0001138258,0.001064866],"category_scores_gemma":[0.0003468681,0.0001790186,0.000221128,0.002225672,0.0003843565,0.0002967457,0.000514991,0.000137685,0.0002931682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001088146,"about_ca_system_score_gemma":0.001080244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05262014,"about_ca_topic_score_gemma":0.1059079,"domain_scores_codex":[0.999873,0.00001102401,0.00001926501,0.00002938934,0.00003570131,0.00003151525],"domain_scores_gemma":[0.9998099,0.00001647715,0.00006291112,0.00001567398,0.00007406071,0.00002095095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008637485,0.0001448521,0.9238566,0.0003399662,0.0002259664,0.003563,0.005850527,0.0006503512,0.007762342,0.001045004,0.001126682,0.05534827],"study_design_scores_gemma":[0.000002449813,0.00002489706,0.9904412,0.00002871513,0.00003467163,0.0007963071,0.00290067,0.0001370325,0.0007523551,0.00005247991,0.004818357,0.00001092773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943523,0.0006670111,0.0001331236,0.00007601043,0.000006735721,0.00001200747,0.0004791861,0.000009210222,0.004264316],"genre_scores_gemma":[0.9964973,0.0009722114,0.0004128564,0.0000483016,0.00001577511,0.00001020834,0.0005070127,0.000004882142,0.001531376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05262014,"threshold_uncertainty_score":0.1046277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6987956529","doi":"","title":"Vocational Higher Secondary Education in Kerala: A Status Study of Students, Pass Outs and Training Components","year":2014,"lang":"en","type":"dissertation","venue":"Dyuthi Digital Repository (Cochin University of Science and Technology)","topic":"Social and Economic Development in India","field":"Social Sciences","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":"All India Council for Technical Education; Centre in Green Chemistry and Catalysis","keywords":"Vocational education; Apprenticeship; Training (meteorology); Secondary education; Quality (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01199865357786863,"gpt":0.2557205906219876,"spread":0.243721937044119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004632571,0.0002577763,0.0003477219,0.002241586,0.002575706,0.001878259,0.000493379,0.0003161776,0.002623024],"category_scores_gemma":[0.0009970289,0.000327426,0.000253746,0.002389724,0.000652776,0.0006958297,0.001391186,0.0005935616,0.0008717693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034176,"about_ca_system_score_gemma":0.001928152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04047472,"about_ca_topic_score_gemma":0.06625694,"domain_scores_codex":[0.9994967,0.00004920414,0.00002999348,0.00004016071,0.000114761,0.0002691247],"domain_scores_gemma":[0.9990441,0.00007612426,0.0002224224,0.0000268414,0.0001875329,0.0004428815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004477527,0.0003292192,0.9689639,0.00003310223,0.00000932289,0.0003113517,0.02164981,0.00001740384,0.0005243414,0.0002596065,0.0002819642,0.007575229],"study_design_scores_gemma":[0.000001346669,0.0001353577,0.9669652,0.00001180947,0.000005921238,0.0001656032,0.03140406,0.00002582955,0.000110342,0.0000202759,0.001149304,0.000005023114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991888,0.00002728217,0.000008236847,0.00002322249,0.000001376678,0.000004742562,0.0000425908,9.790377e-7,0.0007026427],"genre_scores_gemma":[0.9977283,0.0001128993,0.000024428,0.00003254212,0.000004318943,0.00001037553,0.0001046627,0.000001648565,0.0019809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04047472,"threshold_uncertainty_score":0.08047825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6992724742","doi":"","title":"Measurement Of The Top Quark Mass Using The Template Methodin The Lepton Plus Jets Channel With In Situ W - Jj Calibration At Cdf-Ii","year":2008,"lang":"en","type":"preprint","venue":"Dyuthi Digital Repository (Cochin University of Science and Technology)","topic":"Particle physics theoretical and experimental studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Istituto Nazionale di Fisica Nucleare; National Science Council; Alfred P. Sloan Foundation; Fermilab; U.S. Department of Energy; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Russian Foundation for Basic Research; Ministry of Education, Culture, Sports, Science and Technology; National Science Foundation","keywords":"Calibration; Channel (broadcasting); Tracking (education); Top quark; In situ","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02113134137844779,"gpt":0.2246194143014477,"spread":0.2034880729229999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002754872,0.0013046,0.0009855302,0.001148635,0.0009955515,0.002696302,0.002055202,0.001638112,0.005532014],"category_scores_gemma":[0.002048492,0.0008112987,0.0009548723,0.00194048,0.0005598912,0.001135409,0.001597867,0.0009171234,0.001822131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200838,"about_ca_system_score_gemma":0.001463461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005461486,"about_ca_topic_score_gemma":0.009529094,"domain_scores_codex":[0.9979172,0.0004215033,0.0000621252,0.0006383079,0.0006366677,0.000324237],"domain_scores_gemma":[0.9981396,0.0002052903,0.0004230447,0.0007380839,0.0002721802,0.0002218229],"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":[0.005799372,0.0009594032,0.1469692,0.0005761491,0.001092021,0.001056988,0.0006602427,0.01815275,0.705136,0.01630056,0.008578422,0.09471899],"study_design_scores_gemma":[0.0006904163,0.0005990731,0.09762727,0.00006744244,0.0006329033,0.0009859109,0.0001233003,0.1667306,0.7168361,0.00430886,0.01113768,0.0002605692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6968022,0.001010237,0.259025,0.0005042657,0.0004838006,0.0002456133,0.01120797,0.006533863,0.02418702],"genre_scores_gemma":[0.9582604,0.0001088632,0.03563577,0.000112865,0.00005561376,0.00005463805,0.002624058,0.0004543747,0.002693355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005532014,"threshold_uncertainty_score":0.01850647,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7007925451","doi":"","title":"Alternatives to Intellectual Property Rights based Pharma Innovation Model: A Study on Open Source Drug Development","year":2019,"lang":"en","type":"dissertation","venue":"Dyuthi Digital Repository (Cochin University of Science and Technology)","topic":"Intellectual Property and Patents","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Intellectual property; Drug development; Legislation; Property rights; Property (philosophy); Open source","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05205576185701493,"gpt":0.236729786417248,"spread":0.184674024560233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.004950983,0.0005122449,0.0008706536,0.002109385,0.002295341,0.009094826,0.001985226,0.003853879,0.01863891],"category_scores_gemma":[0.01283673,0.0002641273,0.001698169,0.001909655,0.003891254,0.007857628,0.002824953,0.003473398,0.001249181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005139031,"about_ca_system_score_gemma":0.004602399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003125868,"about_ca_topic_score_gemma":0.002472488,"domain_scores_codex":[0.9945544,0.00275117,0.0001764098,0.0005905965,0.001122103,0.0008053696],"domain_scores_gemma":[0.9828526,0.01216114,0.001499185,0.001206837,0.001138186,0.001142055],"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":[0.0003836649,0.0008103187,0.004484616,0.0001426422,0.00004828509,0.0003782832,0.0007798941,0.008638097,0.0004995034,0.9656592,0.001361094,0.01681441],"study_design_scores_gemma":[0.0006413555,0.001291701,0.008855189,0.000203476,0.0003204664,0.0005156873,0.007318607,0.1857165,0.001596179,0.7708722,0.02255236,0.0001161229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6103068,0.001073388,0.04498243,0.005889638,0.0001339138,0.0005909831,0.000321387,0.0001423975,0.336559],"genre_scores_gemma":[0.9876628,0.0002079372,0.002792207,0.0001201333,0.00002021579,0.00007960758,0.00005619686,0.00001783343,0.009043034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9980147,"threshold_uncertainty_score":0.06235337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7037716587","doi":"","title":"Enhancement Of High Affinity Y-Aminobutyric Acid Receptor Binding In Cerebellum Of Pyridoxine-Deficient Rat","year":2008,"lang":"en","type":"report","venue":"Dyuthi Digital Repository (Cochin University of Science and Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Nucleofection; TSG101; Gestational period; Dysgeusia; Diafiltration; Triacetin; Liquation; Fusible alloy; Proteogenomics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01412213994470296,"gpt":0.2125502869510777,"spread":0.1984281470063747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001000631,0.0004196009,0.0004376197,0.0006655272,0.0002021352,0.0003405016,0.0002352522,0.0002393381,0.002534858],"category_scores_gemma":[0.0001107191,0.0002314085,0.0001874132,0.0001391953,0.000339144,0.0002730836,0.0002218357,0.0004502091,0.0006724435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000415017,"about_ca_system_score_gemma":0.0002324433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006341198,"about_ca_topic_score_gemma":0.008318752,"domain_scores_codex":[0.999913,0.000005066246,0.000007240996,0.00002682322,0.00002562367,0.00002223356],"domain_scores_gemma":[0.9997923,0.00002024785,0.00006483795,0.00002348221,0.000037047,0.00006211847],"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":[0.0001943222,0.0000192569,0.0004609808,0.00002816723,0.000008643032,0.00008856137,0.00001944141,0.00001452458,0.9981279,0.00004586466,0.00002726339,0.0009650839],"study_design_scores_gemma":[0.00004170273,0.0004297458,0.02852982,0.00001073183,0.00006608264,0.0005434341,0.0001138344,0.0003217628,0.9683378,0.00005195936,0.001541761,0.00001137623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963005,0.001080802,0.0009040861,0.00006204456,0.00001344663,0.000008047502,0.0004491129,0.00007629412,0.00110566],"genre_scores_gemma":[0.9851591,0.001739821,0.002283236,0.00004075233,0.000005198207,0.00002944238,0.001190625,0.00005125835,0.009500564],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006341198,"threshold_uncertainty_score":0.01260859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7043581156","doi":"","title":"Suitability of Indigenous Aluminium Cans as an Alternative to Tin Cans for Fish Canning and Process Time Evaluation","year":2004,"lang":"en","type":"dissertation","venue":"Dyuthi Digital Repository (Cochin University of Science and Technology)","topic":"Food Science and Nutritional Studies","field":"Nursing","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":"Fish <Actinopterygii>; Aluminium; Container (type theory); Marine fish; Raw material; Dried fish","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01126541998922532,"gpt":0.2750014734589343,"spread":0.263736053469709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003828855,0.0003010425,0.0002702026,0.0007950353,0.0002420894,0.0005728662,0.00031067,0.0002619819,0.002958969],"category_scores_gemma":[0.0006057238,0.000137568,0.000441819,0.0007800232,0.000147249,0.0003435983,0.000187021,0.0001923973,0.0005357895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004027771,"about_ca_system_score_gemma":0.000218384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716999,"about_ca_topic_score_gemma":0.005281291,"domain_scores_codex":[0.9996749,0.00003786482,0.000026833,0.00005111203,0.0001817777,0.00002753427],"domain_scores_gemma":[0.9996118,0.00005600184,0.0000942782,0.00002214158,0.0001831607,0.00003264525],"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":[0.001981013,0.0002135794,0.003868434,0.0009801126,0.00003902269,0.0003290793,0.0001171792,0.001599711,0.959406,0.0002144223,0.0004109629,0.03084053],"study_design_scores_gemma":[0.00002587856,0.00579714,0.02316502,0.00009666733,0.0002249978,0.0002963034,0.000429452,0.004791746,0.9566396,0.00008640152,0.008395284,0.00005141519],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895284,0.00287786,0.001796682,0.00005961461,0.00006103973,0.0001237567,0.0005660148,0.0000994401,0.004887391],"genre_scores_gemma":[0.9764313,0.002651739,0.01033682,0.00003767559,0.00001449829,0.00009495156,0.0007031758,0.00005752725,0.009672206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002958969,"threshold_uncertainty_score":0.009898782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6989359184","doi":"","title":"Applications of Some non-Gaussian Time Series in Modelling Stochastic Volatility and Conditional Durations","year":2017,"lang":"en","type":"dissertation","venue":"Dyuthi Digital Repository (Cochin University of Science and Technology)","topic":"Financial Risk and Volatility Modeling","field":"Economics, Econometrics and Finance","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":"Cochin University of Science and Technology; McMaster University","keywords":"Series (stratigraphy); Time series; Volatility (finance); Stochastic volatility","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008374596431265412,"gpt":0.1932839839973884,"spread":0.184909387566123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004041997,0.0009262017,0.0009248979,0.001208175,0.000650367,0.001458272,0.001211632,0.001889915,0.002310571],"category_scores_gemma":[0.01500973,0.0006793173,0.00206717,0.001802873,0.001487769,0.002415335,0.001409854,0.00294654,0.0002554659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109361,"about_ca_system_score_gemma":0.0006588757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00516192,"about_ca_topic_score_gemma":0.003574731,"domain_scores_codex":[0.999335,0.0003465769,0.00005677451,0.0001137681,0.0001116687,0.00003613826],"domain_scores_gemma":[0.993003,0.005706231,0.0003425048,0.0002544893,0.0004375842,0.0002562804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002231591,0.00004372423,0.001162896,0.0001180497,0.00007440296,0.0002324229,0.0003840516,0.2703676,0.0009845475,0.7074925,0.00165907,0.01745839],"study_design_scores_gemma":[0.00000530979,0.0000106356,0.0002044192,0.00001845996,0.00001896532,0.00004206,0.00002872661,0.8317294,0.0002027859,0.1656172,0.002108009,0.00001420322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02611614,0.002377622,0.9643136,0.001949848,0.0003626493,0.00002970893,0.00007387261,0.00006166122,0.004714907],"genre_scores_gemma":[0.6709272,0.01205114,0.2893806,0.0009165419,0.001843613,0.0003367576,0.000324595,0.0002479025,0.02397162],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00516192,"threshold_uncertainty_score":0.02137637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7000673066","doi":"","title":"Gamma stochastic volatility models","year":2006,"lang":"en","type":"report","venue":"Dyuthi Digital Repository (Cochin University of Science and Technology)","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":"Stochastic volatility; Volatility (finance); Estimator; Autoregressive model; Autoregressive conditional heteroskedasticity; Financial models with long-tailed distributions and volatility clustering; Autocorrelation; Kurtosis; Forward volatility","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0166903643714463,"gpt":0.2141961860102295,"spread":0.1975058216387832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001780237,0.00121197,0.001228491,0.0014127,0.0005310418,0.002913261,0.00217032,0.001421949,0.005684392],"category_scores_gemma":[0.006289449,0.0004694025,0.001497212,0.002023324,0.0009435689,0.002600381,0.001444223,0.001891882,0.00152568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405903,"about_ca_system_score_gemma":0.001086803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005574456,"about_ca_topic_score_gemma":0.003654163,"domain_scores_codex":[0.9988355,0.0003603595,0.0000503807,0.0002171206,0.0003422592,0.00019449],"domain_scores_gemma":[0.9986271,0.0006686514,0.0002416257,0.0001793486,0.000216772,0.00006647907],"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":[0.00004541334,0.00004000809,0.002973623,0.00009135369,0.0001019822,0.0003336525,0.0002240274,0.2198951,0.0008487254,0.7390277,0.005230712,0.03118769],"study_design_scores_gemma":[0.000030019,0.00005338619,0.001240386,0.00007305146,0.00006760538,0.0004956102,0.00009032927,0.4907055,0.0006683927,0.4806353,0.02587468,0.00006576528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.06103249,0.005433185,0.8803936,0.001591632,0.0003766412,0.0001734877,0.001461088,0.0007496222,0.04878821],"genre_scores_gemma":[0.8602065,0.008875377,0.08116903,0.0006427707,0.0005153528,0.000287058,0.001985555,0.0002501745,0.04606805],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005684392,"threshold_uncertainty_score":0.01901621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}