{"meta":{"query_hash":"bc53a2dc81ec","filters":{"venue":"Ukrainian Journal of Physics"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/bc53a2dc81ec","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ukrainian+Journal+of+Physics"},"results":[{"id":"W2527826679","doi":"10.15407/ujpe60.06.0497","title":"Determining the Running Coupling from the Effective Action","year":2015,"lang":"en","type":"article","venue":"Ukrainian Journal of Physics","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algoma University","funders":"","keywords":"Coupling (piping); Action (physics); Coupling constant; Constant (computer programming); Anomaly (physics); Conformal map; Gauge (firearms); Physics; Field (mathematics); Effective action; Computer science; Theoretical physics; Mathematics; Quantum mechanics; Mathematical analysis; Materials science; Engineering; Pure mathematics; Mechanical engineering","score_opus":0.0300752899233341,"score_gpt":0.27949644423674497,"score_spread":0.24942115431341086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527826679","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37511927,0.001798346,0.48699066,0.0013677768,0.00049538445,0.00014332093,0.00022136145,0.0012497295,0.1326141],"genre_scores_gemma":[0.89638436,0.0019347547,0.07573719,0.00044902827,0.0004002611,0.00017670634,0.00024794354,0.0010279071,0.023641773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99966335,0.00008812469,0.000022434888,0.00006490829,0.00011633624,0.00004489578],"domain_scores_gemma":[0.99962866,0.00014101833,0.00005340338,0.000057904836,0.00006364759,0.000055340617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006180839,0.0011306992,0.0007559396,0.0015324397,0.00046131047,0.0010328975,0.0012508252,0.0007934137,0.0045045465],"category_scores_gemma":[0.001888733,0.00034967987,0.00078311487,0.0005097579,0.0012609024,0.0021077874,0.0013051336,0.0017447701,0.000788846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032838096,0.00007464767,0.0005567746,0.0002618003,0.000035817095,0.0006108005,0.00030470148,0.016682241,0.04436539,0.9240819,0.00070314674,0.012289775],"study_design_scores_gemma":[0.000044147873,0.00006805021,0.0017744834,0.00012589664,0.00006166438,0.0006178072,0.00011222665,0.35385427,0.017278474,0.61944604,0.006522353,0.00009455463],"about_ca_topic_score_codex":0.00089313154,"about_ca_topic_score_gemma":0.001298614,"teacher_disagreement_score":0.0045045465,"about_ca_system_score_codex":0.0010163728,"about_ca_system_score_gemma":0.00068842625,"threshold_uncertainty_score":0.015069187},"labels":[],"label_agreement":null},{"id":"W2975152209","doi":"10.15407/ujpe64.8.683","title":"Black Hole Torsion Effect and Its Relation to Information","year":2019,"lang":"en","type":"article","venue":"Ukrainian Journal of Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Physics; Schwarzschild radius; Spins; Black hole (networking); Gravitation; Mathematical physics; Theoretical physics; Quantum mechanics; Classical mechanics; Condensed matter physics; Computer science","score_opus":0.004266837872251772,"score_gpt":0.2317842834704909,"score_spread":0.22751744559823914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975152209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89823467,0.002552443,0.044145454,0.0011389138,0.00020064553,0.000025232086,0.00017084359,0.00021665967,0.053315014],"genre_scores_gemma":[0.9964049,0.0003491975,0.0012635095,0.000028965245,0.00006312043,0.0000064433634,0.000017661223,0.000023696135,0.001842659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998011,0.000062943815,0.00000724907,0.000031338972,0.000055586832,0.000041777384],"domain_scores_gemma":[0.99905807,0.0004314175,0.0001935871,0.000121292265,0.000084892345,0.000110721965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046587293,0.0004383405,0.00038321118,0.0012036109,0.00034413132,0.0007273198,0.00042645438,0.00042272123,0.005569138],"category_scores_gemma":[0.0030607574,0.0001375515,0.0003399312,0.00057621644,0.0013671377,0.0016341419,0.0010002475,0.0006178937,0.00027818687],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027159095,0.000072410956,0.0048195384,0.0002561469,0.000053506268,0.0016246735,0.0006530783,0.028033784,0.033075523,0.91454726,0.0008079464,0.015784623],"study_design_scores_gemma":[0.00013518204,0.00030614316,0.021156736,0.00011509385,0.000112213806,0.0021738852,0.00035608796,0.18168317,0.017123707,0.77298164,0.003701728,0.0001543627],"about_ca_topic_score_codex":0.00048284765,"about_ca_topic_score_gemma":0.00024786283,"teacher_disagreement_score":0.005569138,"about_ca_system_score_codex":0.00036547935,"about_ca_system_score_gemma":0.00026780358,"threshold_uncertainty_score":0.018630624},"labels":[],"label_agreement":null},{"id":"W3046431635","doi":"10.15407/ujpe65.8.670","title":"Morphology of the Micelles Formed by a Comb-Like PEG-Containing Copolymer Loaded with Antitumor Substances with Different Water Solubilities","year":2020,"lang":"en","type":"article","venue":"Ukrainian Journal of Physics","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Micelle; PEG ratio; Polymer; Aqueous solution; Solubility; Amphiphile; Copolymer; Materials science; Drug delivery; Chemical engineering; Supramolecular chemistry; Polymer chemistry; Combinatorial chemistry; Molecule; Chemistry; Nanotechnology; Organic chemistry","score_opus":0.014398297984826027,"score_gpt":0.2054522162140617,"score_spread":0.19105391822923568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046431635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99367946,0.00055441447,0.0035631766,0.000049820588,0.00001699722,0.000026489457,0.00016303231,0.0000661904,0.0018804811],"genre_scores_gemma":[0.99525875,0.00021574623,0.0027600196,0.00002961139,0.0000043971113,0.000024560813,0.0001323742,0.000018074636,0.001556464],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999683,0.000003023157,0.0000024673443,0.000009939055,0.000010043917,0.000006241956],"domain_scores_gemma":[0.99994206,0.0000098315895,0.000019912663,0.000003330756,0.0000127836765,0.000012129143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005697856,0.00012886967,0.00007411482,0.00012906175,0.00005524963,0.00012655384,0.000075126176,0.00019006433,0.0006372386],"category_scores_gemma":[0.00009997254,0.00008195347,0.00008542418,0.00006409667,0.00013788478,0.00016367494,0.000058086564,0.0001966441,0.00013939927],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040735318,0.0000061667815,0.00014173755,0.000014287229,0.0000019991494,0.000036054196,0.000017217328,0.00008600883,0.9988417,0.00007593041,0.000016255612,0.00072193274],"study_design_scores_gemma":[0.000016688236,0.00016281015,0.007169706,0.0000048223087,0.00001102595,0.00022232698,0.000023047607,0.0029686785,0.98797405,0.00004889967,0.001391791,0.0000061070778],"about_ca_topic_score_codex":0.00039493613,"about_ca_topic_score_gemma":0.00036446494,"teacher_disagreement_score":0.0006372386,"about_ca_system_score_codex":0.00011984197,"about_ca_system_score_gemma":0.00007912061,"threshold_uncertainty_score":0.0021317601},"labels":[],"label_agreement":null},{"id":"W4210841662","doi":"10.15407/ujpe56.8.845","title":"Critical Phenomena and Phase Transitions in Large Lattices within Monte-Carlo Based Non-perturbative Approaches","year":2022,"lang":"en","type":"article","venue":"Ukrainian Journal of Physics","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Critical exponent; Statistical physics; Scaling; Ising model; Physics; Monte Carlo method; Exponent; Gravitational singularity; Renormalization group; Quantum Monte Carlo; Critical phenomena; Feynman diagram; Phase transition; Mathematical physics; Quantum mechanics; Mathematics; Geometry","score_opus":0.023012627580574,"score_gpt":0.2656826590918158,"score_spread":0.24267003151124183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210841662","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17640674,0.0031158447,0.79234606,0.0008752952,0.00021208076,0.00019792022,0.0001773834,0.001008353,0.02566039],"genre_scores_gemma":[0.8510844,0.0018257021,0.14130044,0.00014580296,0.00025928064,0.00047170965,0.00017315058,0.0004124008,0.0043270495],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995516,0.00022413745,0.000015796477,0.000034651464,0.00013366665,0.000040017014],"domain_scores_gemma":[0.99793303,0.0014676983,0.00016227548,0.00017688486,0.00016964144,0.000090488895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010106282,0.000624057,0.0010021873,0.001543775,0.0009805771,0.0010950722,0.0018060824,0.0009354959,0.001968463],"category_scores_gemma":[0.00371896,0.0004444185,0.00075327925,0.0007875316,0.002115626,0.0016087949,0.0008600189,0.0012256661,0.0002280907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034233257,0.00008027201,0.0007552427,0.00018004727,0.00005466021,0.00019755379,0.00013334182,0.64649725,0.0018247677,0.3439333,0.0004919982,0.005817318],"study_design_scores_gemma":[0.0000046591813,0.000006573407,0.00010222504,0.000011655292,0.000005317371,0.000017452223,0.0000084238645,0.9457601,0.0002631675,0.053425144,0.00038862505,0.0000066866533],"about_ca_topic_score_codex":0.0035173078,"about_ca_topic_score_gemma":0.003480102,"teacher_disagreement_score":0.0035173078,"about_ca_system_score_codex":0.001299761,"about_ca_system_score_gemma":0.0008997181,"threshold_uncertainty_score":0.0094304085},"labels":[],"label_agreement":null},{"id":"W4389877937","doi":"10.15407/ujpe68.11.717","title":"Chirality Production during Axion Inflation","year":2023,"lang":"en","type":"article","venue":"Ukrainian Journal of Physics","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Particle Physics","funders":"","keywords":"Inflaton; Physics; Axion; Pseudoscalar; Chiral anomaly; Electromagnetic field; Quantum electrodynamics; Chirality (physics); Particle physics; Asymmetry; Fermion; Inflation (cosmology); Quantum mechanics; Quark; Dark matter","score_opus":0.014126841664420693,"score_gpt":0.2661943238817226,"score_spread":0.2520674822173019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389877937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98602194,0.00035708497,0.0054569123,0.0001641173,0.00003091095,0.00001375291,0.000060223734,0.00013628698,0.0077587655],"genre_scores_gemma":[0.99840945,0.00010023322,0.0005126831,0.000009820518,0.000013112651,0.0000064064,0.00004558574,0.000021803302,0.0008808503],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99986804,0.000033261527,0.0000053089693,0.000019240479,0.000021708789,0.000052430936],"domain_scores_gemma":[0.9996159,0.00009218434,0.00013742868,0.000027516893,0.00004518797,0.000081824226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035398183,0.0003451183,0.00042891706,0.0005130329,0.000462996,0.00081459293,0.00030020362,0.00042894727,0.0011638729],"category_scores_gemma":[0.0011635575,0.00025995707,0.00039913072,0.00037940318,0.0006613665,0.0007457162,0.00071420876,0.00046825712,0.00019225426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018197865,0.0006891211,0.0752031,0.0005308823,0.00022673562,0.014231934,0.0022697512,0.19368139,0.43895063,0.24587004,0.0022456013,0.024281058],"study_design_scores_gemma":[0.00016284213,0.0005266589,0.063423745,0.00004813026,0.00009821663,0.0014855317,0.00044865097,0.83146423,0.05944003,0.040860396,0.001895935,0.00014551611],"about_ca_topic_score_codex":0.0016216588,"about_ca_topic_score_gemma":0.00055483385,"teacher_disagreement_score":0.0016216588,"about_ca_system_score_codex":0.0005578806,"about_ca_system_score_gemma":0.00031974574,"threshold_uncertainty_score":0.0040477514},"labels":[],"label_agreement":null},{"id":"W4405377943","doi":"10.15407/ujpe69.12.905","title":"Desalination of Seawater. Osmotic Process for “Blue Energy” and Estimation for Desalination","year":2024,"lang":"en","type":"article","venue":"Ukrainian Journal of Physics","topic":"Membrane Separation Technologies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Water scarcity; Water resources; Desalination; Environmental science; Water security; Population; Resource (disambiguation); Water resource management; Freshwater ecosystem; Scarcity; Ecology; Ecosystem","score_opus":0.022374891248600974,"score_gpt":0.2974168822895061,"score_spread":0.2750419910409051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405377943","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064124815,0.1376917,0.43024608,0.02197232,0.030946216,0.0015369134,0.008069331,0.014650985,0.29076162],"genre_scores_gemma":[0.43375114,0.072515205,0.23307814,0.008178244,0.0031093743,0.0009996074,0.0046737236,0.0026034706,0.24109107],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990773,0.00006260042,0.000054663105,0.00020434245,0.000533035,0.000067989255],"domain_scores_gemma":[0.9996792,0.000051589028,0.00005628345,0.000037365466,0.00014647192,0.00002914633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005210708,0.00092494715,0.00072620576,0.00121179,0.00075524725,0.0013954405,0.00095353264,0.0011289417,0.018120449],"category_scores_gemma":[0.0010374582,0.00039538534,0.0009985361,0.001320035,0.0008236482,0.0027994092,0.0011991148,0.0023243122,0.011576348],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035032266,0.00015770594,0.0021338928,0.0052996674,0.00007480085,0.0007198918,0.00035076696,0.0019728828,0.24675441,0.044707246,0.13811709,0.55936134],"study_design_scores_gemma":[0.00004008011,0.0002509385,0.0016158633,0.00032308497,0.000060991377,0.0013014025,0.00018391333,0.0068916213,0.294853,0.010417765,0.6839427,0.000118626114],"about_ca_topic_score_codex":0.0008767896,"about_ca_topic_score_gemma":0.0015264258,"teacher_disagreement_score":0.018120449,"about_ca_system_score_codex":0.0007985728,"about_ca_system_score_gemma":0.0006598941,"threshold_uncertainty_score":0.060618877},"labels":[],"label_agreement":null}]}