{"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"},"query_hash":"81fd056a328d","filters":{"venue":"Path of Science"}},"results":[{"id":"W4292133411","doi":"10.22178/pos.83-4","title":"Organisational Aspects of Financial Support for the Agro-Industry: The Experience of Developed Countries","year":2022,"lang":"en","type":"article","venue":"Path of Science","topic":"Agriculture Market Analysis Ukraine","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agriculture; State (computer science); Business; Production (economics); Developing country; Developed country; Economic policy; Economics; Finance; Economic growth; Macroeconomics","retraction":null,"screen_n_in":null,"score":{"opus":0.01734471904847998,"gpt":0.2311755246005969,"spread":0.2138308055521169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001639507,0.00007217713,0.0001521803,0.00001226518,0.0007181336,0.00001110725,0.000996929,0.00002697628,0.0007042256],"category_scores_gemma":[0.0007671724,0.00001974533,0.0000667577,0.001347223,0.001282307,0.00009444762,0.0002418619,0.00009473276,5.026416e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002827474,"about_ca_system_score_gemma":0.000203409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001222258,"about_ca_topic_score_gemma":0.00006525869,"domain_scores_codex":[0.99861,0.00004640068,0.0002906384,0.0001875563,0.0006832916,0.0001821496],"domain_scores_gemma":[0.998543,0.0006992816,0.000332596,0.00007756444,0.0003181848,0.00002941274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001639537,0.0003012293,0.0645359,0.0000289949,0.00003343286,0.000001554117,0.01568719,0.0003298598,0.8107328,0.08373436,0.003808294,0.0206424],"study_design_scores_gemma":[0.0001204386,0.0003281129,0.8880833,0.000007805618,0.000027813,0.000007585732,0.009571104,0.0002364638,0.07178362,0.001327399,0.02836945,0.0001368632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966911,0.00005905399,0.00003029086,0.0020357,0.00009978392,0.0002342373,0.00009176543,0.000005364329,0.0007526689],"genre_scores_gemma":[0.9994009,0.000006812075,0.0001423596,0.0001804229,0.0000515695,0.00004006864,0.000007019833,3.336087e-7,0.0001705883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8235474,"threshold_uncertainty_score":0.7710776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401536676","doi":"10.22178/pos.106-19","title":"Comparative Analysis of Digital Technology in Architectural, Engineering Construction Industries Across Six Continents of the World: A Global Perspective","year":2024,"lang":"en","type":"article","venue":"Path of Science","topic":"BIM and Construction Integration","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Economic geography; Regional science; Engineering; Sociology; Geography; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.0099140800811458,"gpt":0.2721274676303608,"spread":0.262213387549215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007437065,0.00006353333,0.0001718566,0.0004339827,0.00002250732,0.00002332216,0.0001530536,0.00003067105,0.000003504603],"category_scores_gemma":[0.00005680595,0.00004799177,0.0000448278,0.006890075,0.001162394,0.0001811749,0.00003506632,0.0001106443,2.428162e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070698,"about_ca_system_score_gemma":0.0000511948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003987148,"about_ca_topic_score_gemma":0.00009658928,"domain_scores_codex":[0.9994214,0.000003823112,0.0002014013,0.0001133452,0.0001567007,0.0001032883],"domain_scores_gemma":[0.999703,0.00002601934,0.00004503162,0.00009231975,0.0001207173,0.00001290289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002301396,0.00004024182,0.351034,0.0001131873,0.0004938276,0.000001637384,0.009853449,0.2167859,0.1136022,0.283252,0.00001228403,0.02478828],"study_design_scores_gemma":[0.0002899975,0.00006166011,0.2771734,0.0004494959,0.0001430352,0.00003349212,0.02722039,0.3758935,0.3153921,0.003022994,0.00006874402,0.0002511703],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972292,0.0001674532,0.001449266,0.00005428787,0.0002246043,0.0000623088,0.00008463526,0.00003411383,0.0006940961],"genre_scores_gemma":[0.9997357,0.000001767589,0.0002472517,3.952305e-7,0.000004638114,0.000003437483,5.867149e-7,0.000001333558,0.00000489862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.280229,"threshold_uncertainty_score":0.4282888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410339909","doi":"10.22178/pos.116-18","title":"Environmental Policy and Governance of Emerging Contaminants in Drinking Water: A Comparative Analysis of Global Regulations and Remediation Strategies","year":2025,"lang":"en","type":"article","venue":"Path of Science","topic":"Water resources management and optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Environmental remediation; Corporate governance; Business; Water contamination; Environmental planning; Environmental policy; Environmental science; Political science; Contamination; Environmental protection; Environmental resource management; Finance; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.006614196119101462,"gpt":0.2341425999282352,"spread":0.2275284038091337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001097322,0.00003570806,0.0001066511,0.0001531135,0.00002316461,0.000009691183,0.00005241758,0.000008744145,0.000001022327],"category_scores_gemma":[0.000005667546,0.000031818,0.000008616546,0.0006362074,0.0002001209,0.000202995,0.00003947967,0.00001161693,2.216088e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003893576,"about_ca_system_score_gemma":0.000006752185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001054836,"about_ca_topic_score_gemma":0.0001221408,"domain_scores_codex":[0.9996142,0.000005797107,0.0001417333,0.00007309156,0.0001006434,0.00006446955],"domain_scores_gemma":[0.9998844,0.000008321493,0.00004361418,0.0000469876,0.000008417781,0.000008230602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000006900686,0.00001602073,0.4130983,0.00006288467,0.00004371208,1.825307e-7,0.006262153,0.5285081,0.04148698,0.008034903,6.552664e-7,0.002479147],"study_design_scores_gemma":[0.00008287009,0.000006764194,0.6879879,0.00002662425,0.00002212053,2.515725e-8,0.0008956961,0.3044992,0.006321443,0.0001326028,0.000002525298,0.00002220017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960033,0.00009370575,0.002960874,0.00001083141,0.00001041827,0.00005186125,0.000005800462,0.000003478722,0.0008596775],"genre_scores_gemma":[0.9995243,0.00007410697,0.000389848,9.62386e-7,0.000001378776,0.00000101503,0.000002333429,5.8069e-7,0.000005479781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2748896,"threshold_uncertainty_score":0.12975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415259064","doi":"10.22178/pos.122-7","title":"A Study on the Screening for Lactic Acid Bacteria from Fura Da Nono with Antibacterial and Bio Preservative Properties","year":2025,"lang":"en","type":"article","venue":"Path of Science","topic":"Pharmacological Effects of Natural Compounds","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services","funders":"","keywords":"Bacteriocin; Preservative; Lactobacillus plantarum; Lactic acid; Nisin; Bacteria; Antibacterial activity; Biopreservation; Lactobacillus casei; Shelf life","retraction":null,"screen_n_in":null,"score":{"opus":0.2191874770608553,"gpt":0.4420094144161216,"spread":0.2228219373552663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001320343,0.0001774261,0.0002505084,0.00009412802,0.0006006864,0.00008906241,0.0006302973,0.00007213507,0.00005151411],"category_scores_gemma":[0.0005078111,0.00009432637,0.00002954996,0.0004760068,0.001681113,0.0003147979,0.0002762333,0.0003823836,0.000001887516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003309724,"about_ca_system_score_gemma":0.000133105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002302904,"about_ca_topic_score_gemma":0.000005429892,"domain_scores_codex":[0.9985415,0.0003230692,0.0002034498,0.0004087892,0.0002057178,0.0003174466],"domain_scores_gemma":[0.9981917,0.001209276,0.0001457492,0.0001786815,0.0001909773,0.00008368711],"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":[0.003589209,0.0003445404,0.01129468,0.00002783747,0.0001142363,0.000005700951,0.001132489,0.000009106927,0.9791051,0.0002513556,0.0001962134,0.003929579],"study_design_scores_gemma":[0.003242364,0.002481973,0.2261123,0.0001073652,0.0001866917,0.000001931553,0.001381798,0.002595477,0.7621014,0.0002505861,0.001310999,0.0002271466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956517,0.0001736262,0.00008224546,0.001530613,0.0006239722,0.001467468,0.00006597664,0.00003245275,0.0003720015],"genre_scores_gemma":[0.9981432,0.000007055289,0.0004986867,0.001081674,0.00008060408,0.0001240277,0.000002101035,0.000005743784,0.00005689957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2170037,"threshold_uncertainty_score":0.6194132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391061986","doi":"10.22178/pos.99-6","title":"The Prevalence of Depressive Symptoms in Schizophrenia: A Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"Path of Science","topic":"Schizophrenia research and treatment","field":"Medicine","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":"Cross-sectional study; Depressive symptoms; Schizophrenia (object-oriented programming); Psychology; Psychiatry; Clinical psychology; Schizophrenia spectrum; Medicine; Psychosis; Anxiety","retraction":null,"screen_n_in":null,"score":{"opus":0.02871258517680835,"gpt":0.3523598539804031,"spread":0.3236472688035948,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178797,0.00006748592,0.0001273464,0.0002262492,0.000183947,0.00002274062,0.0003360191,0.00001874954,0.0000170913],"category_scores_gemma":[0.0007808734,0.00004043218,0.00004115241,0.001501799,0.00134436,0.0001096298,0.0001642189,0.0001125127,0.00001872035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005842057,"about_ca_system_score_gemma":0.0005640269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008468753,"about_ca_topic_score_gemma":0.00003577182,"domain_scores_codex":[0.998125,0.00003490891,0.0002575419,0.0002716164,0.00103497,0.0002759716],"domain_scores_gemma":[0.9990303,0.0002378715,0.00008085573,0.0003236384,0.0002306802,0.00009665023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001040102,0.0002278983,0.9928098,0.00004878123,0.00001402951,0.00003212932,0.0002279651,0.00002394736,0.003081332,0.0003098129,0.000003930283,0.002180268],"study_design_scores_gemma":[0.002226081,0.000567865,0.9915262,0.00005046199,0.000008403579,0.000009204361,0.0001109256,0.0005240073,0.004555385,0.0003890451,0.000001012774,0.0000313761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989349,0.0002341515,0.000002296448,0.00005501469,0.0000858254,0.0005026931,0.00001323699,0.0000162967,0.000155577],"genre_scores_gemma":[0.9995397,0.00007255557,0.00008916895,0.000002683213,0.00001787081,0.00006557578,5.952118e-7,0.00000370019,0.000208098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002148892,"threshold_uncertainty_score":0.4953351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411750428","doi":"10.22178/pos.111-40","title":"Clinical and Research Perspectives of the Use of Cannabinoids In the Treatment of Mental Disorders: Systematic Review","year":2024,"lang":"en","type":"article","venue":"Path of Science","topic":"Cannabis and Cannabinoid Research","field":"Medicine","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":"Psychology; Psychiatry; Systematic review; Psychotherapist; Clinical psychology; MEDLINE; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1064038964593257,"gpt":0.4470869831994356,"spread":0.3406830867401099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004032291,0.00006245195,0.0004040135,0.0001630055,0.00004971003,0.00001224738,0.0002651986,0.00002201041,0.000009917771],"category_scores_gemma":[0.001168327,0.00002699647,0.0001236191,0.001377112,0.004304805,0.00007292312,0.0000790811,0.0001304325,3.062077e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006705351,"about_ca_system_score_gemma":0.0005450782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005379142,"about_ca_topic_score_gemma":0.00005495674,"domain_scores_codex":[0.9977189,0.0003316285,0.0004940198,0.0002114329,0.001076631,0.0001673313],"domain_scores_gemma":[0.9990206,0.0001472791,0.00008178127,0.0004308741,0.0002720321,0.00004748252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0003296082,0.006994291,0.1308312,0.6154431,0.0002445805,0.00003126403,0.1666952,0.000005123082,0.03118896,0.0132615,0.01267578,0.02229945],"study_design_scores_gemma":[0.003095348,0.01558567,0.5115173,0.3241198,0.000764216,0.000113413,0.1196479,0.003319395,0.01504364,0.0007629702,0.00567803,0.0003523512],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9262172,0.0652223,0.000001055696,0.006570539,0.00004523368,0.001738097,0.00001978754,0.00000171469,0.0001840916],"genre_scores_gemma":[0.9742793,0.02511871,0.00002683935,0.00001702446,0.00000863471,0.00005331745,2.461327e-7,0.00000353624,0.0004923214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3806861,"threshold_uncertainty_score":0.9984049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416113538","doi":"10.22178/pos.122-98","title":"Deepfake Detection and Authentication Using Hybrid Artificial Intelligence Models: A Case Study","year":2025,"lang":"en","type":"article","venue":"Path of Science","topic":"Digital Media Forensic Detection","field":"Computer Science","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 Waterloo","funders":"","keywords":"Robustness (evolution); Digital watermarking; Artificial neural network; Authentication (law); Watermark; Convolutional neural network; Deep learning; Classifier (UML)","retraction":null,"screen_n_in":null,"score":{"opus":0.04870831055417567,"gpt":0.2961727402354092,"spread":0.2474644296812336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008186704,0.00008330771,0.0001001616,0.0003839714,0.0002541879,0.0001991964,0.000365809,0.00001566317,2.940463e-7],"category_scores_gemma":[0.0002095682,0.00008129123,0.00001818441,0.001454865,0.0005369669,0.00147548,0.0002722552,0.00006346748,0.000001342511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007162962,"about_ca_system_score_gemma":0.0001325807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001892018,"about_ca_topic_score_gemma":0.00005066073,"domain_scores_codex":[0.9987563,0.00002844403,0.0002629887,0.0004282778,0.0003426601,0.000181348],"domain_scores_gemma":[0.9992239,0.00005463193,0.0001031735,0.0003534274,0.0002031659,0.0000617016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000067265,0.0001635572,0.00009858016,0.0000170933,0.000004423454,0.00006663777,0.003268829,0.0009603395,0.02893563,0.01448295,2.849809e-7,0.951995],"study_design_scores_gemma":[0.00003184777,0.0001178835,0.0001441174,0.00002171946,0.000008158487,0.0002763409,0.001619688,0.8796012,0.07391648,0.04419274,8.202505e-7,0.00006902467],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5108721,0.00001229462,0.4884882,0.00001113826,0.0003441252,0.000147116,3.784312e-7,0.00002987819,0.00009483471],"genre_scores_gemma":[0.9898703,0.000001311346,0.01009176,0.000011262,0.000009717987,0.000008940729,4.413965e-8,0.000002232573,0.000004436077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9519259,"threshold_uncertainty_score":0.331496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7126020313","doi":"10.22178/pos.125-15","title":"Global Adoption of Digital Tools and Innovation in Construction: A Comparative Analysis of the UK, US, Canada, Africa, China, and Europe","year":2025,"lang":"en","type":"article","venue":"Path of Science","topic":"BIM and Construction Integration","field":"Engineering","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":"Pace; Digital transformation; Investment (military); Certification; Government (linguistics); Key (lock); Information technology; Private sector","retraction":null,"screen_n_in":null,"score":{"opus":0.01154922770928236,"gpt":0.2213806699953722,"spread":0.2098314422860899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008198025,0.00003407444,0.00009449125,0.0001760608,0.00002638163,0.00001458576,0.00005232757,0.00001127089,0.000001686685],"category_scores_gemma":[0.00003901372,0.00002684652,0.000007287152,0.004463257,0.0004283403,0.0001546941,0.00001757398,0.00002527738,1.107998e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003418038,"about_ca_system_score_gemma":0.0001156896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001876176,"about_ca_topic_score_gemma":0.007373829,"domain_scores_codex":[0.9995891,0.000005911636,0.000185726,0.00006634006,0.0001121084,0.00004080576],"domain_scores_gemma":[0.9997399,0.00001140579,0.00006268326,0.00005728369,0.0001213552,0.000007345902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006210802,0.000006084553,0.8781137,0.00002510869,0.00003020283,7.38112e-8,0.0003097709,0.008589006,0.00476576,0.09858067,0.00002354187,0.009549883],"study_design_scores_gemma":[0.00005951425,0.00000611609,0.9812881,0.00002363789,0.00001866284,0.000001104014,0.0004150409,0.01632379,0.001580826,0.0002260977,0.00003301795,0.00002404846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921737,0.00005979748,0.001618608,0.00001751037,0.0000798193,0.00004232944,0.0000765905,0.000002545323,0.005929053],"genre_scores_gemma":[0.9997678,0.000006012066,0.0002138314,0.000002080765,0.00000133132,9.487453e-7,0.000001751046,3.259607e-7,0.000005951367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1031745,"threshold_uncertainty_score":0.411477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800839870","doi":"10.22178/pos.33-2","title":"Economic Dimension of Canada-EU International Relations at the Turn of XX-XXI Centuries","year":2018,"lang":"en","type":"article","venue":"Path of Science","topic":"Regional Development and Policy","field":"Social Sciences","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":"Dimension (graph theory); Economic history; Economics; Economy; Political science; Sociology; Economic geography; Economic system; Classical economics; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.01513171069962231,"gpt":0.2825958771554609,"spread":0.2674641664558386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005752257,0.00003061779,0.00005564852,0.00004613618,0.0003629194,0.000007374044,0.0003560383,0.00001386011,0.0003114901],"category_scores_gemma":[0.0001510016,0.00002186973,0.00001770084,0.000176425,0.002725612,0.000145451,0.00008299336,0.00002025241,0.000008694112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551233,"about_ca_system_score_gemma":0.002015933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.131217,"about_ca_topic_score_gemma":0.2353804,"domain_scores_codex":[0.9992374,0.00002014738,0.0001545451,0.00008253867,0.0003928177,0.0001125659],"domain_scores_gemma":[0.9994664,0.00009639339,0.0001572239,0.00008188234,0.0001605972,0.00003752624],"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":[0.00004544775,0.00004183409,0.1960329,0.00001037848,0.0000256347,4.9287e-7,0.06232656,0.0001366008,0.0139869,0.6572222,0.06715369,0.003017382],"study_design_scores_gemma":[0.0001730221,0.00004366494,0.7467291,0.00006297156,0.00000718909,9.350668e-7,0.003947072,0.0002800383,0.03403222,0.006308745,0.2082768,0.0001382516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9119662,0.00002675664,0.000003771861,0.003875197,0.000565221,0.00004977362,0.00001348703,0.000002068602,0.08349753],"genre_scores_gemma":[0.996635,0.00002713736,0.0001355056,0.00006515397,0.00006050085,7.74736e-7,9.10749e-7,0.00000103731,0.003073971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6509134,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}