{"meta":{"query_hash":"81c6f8505faa","filters":{"venue":"Наука і техніка сьогодні"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/81c6f8505faa","api":"https://metacan.xera.ac/api/v1/cohort?venue=%D0%9D%D0%B0%D1%83%D0%BA%D0%B0+%D1%96+%D1%82%D0%B5%D1%85%D0%BD%D1%96%D0%BA%D0%B0+%D1%81%D1%8C%D0%BE%D0%B3%D0%BE%D0%B4%D0%BD%D1%96"},"results":[{"id":"W4362466542","doi":"10.52058/2786-6025-2023-3(17)-231-240","title":"MAJOR LESSONS LEARNT FROM AN ONLINE TEACHING OF AUTOMATION AND CONTROL COURSES DURING THE PANDEMIC AND THE WAY AHEAD: A CRITICAL INTERPRETATIVE SYNTHESIS","year":2023,"lang":"en","type":"article","venue":"Наука і техніка сьогодні","topic":"Experimental Learning in Engineering","field":"Engineering","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":"Western University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Automation; Control (management); Online teaching; Pedagogy; Mathematics education; Sociology; Computer science; Engineering; Psychology; Medicine; Artificial intelligence","score_opus":0.011308990959290383,"score_gpt":0.2865280988059786,"score_spread":0.27521910784668824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362466542","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":[0.43327504,0.03835093,0.058013335,0.3045155,0.022059646,0.004013912,0.0015249773,0.0004307065,0.13781588],"genre_scores_gemma":[0.894806,0.019621463,0.01886847,0.021530284,0.0025922677,0.0018687908,0.00038325667,0.00035323593,0.03997618],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98883724,0.008345514,0.00026192694,0.0005687402,0.001479209,0.00050734426],"domain_scores_gemma":[0.9436276,0.044186622,0.0017996045,0.0012514148,0.007146048,0.0019886286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015749509,0.001195306,0.00072173914,0.0029082487,0.0054959506,0.0063457103,0.0023772211,0.0023615595,0.0052649966],"category_scores_gemma":[0.051474318,0.00036242403,0.0006175787,0.0013430172,0.006538528,0.00517363,0.0047799265,0.004842226,0.00081025256],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056981563,0.0011016434,0.0042322148,0.0050030784,0.00008241926,0.0024994551,0.6082992,0.00060433825,0.00203373,0.036236115,0.07650852,0.2628295],"study_design_scores_gemma":[0.00006113706,0.00059164537,0.00766922,0.0077277673,0.00010106287,0.00070516526,0.7266719,0.0005110822,0.0030037134,0.011248893,0.24162748,0.00008086803],"about_ca_topic_score_codex":0.0031558403,"about_ca_topic_score_gemma":0.009675804,"teacher_disagreement_score":0.015749509,"about_ca_system_score_codex":0.008188305,"about_ca_system_score_gemma":0.006248536,"threshold_uncertainty_score":0.083292365},"labels":[],"label_agreement":null},{"id":"W4389282071","doi":"10.52058/2786-6025-2023-13(27)-319-328","title":"СТАН ТА ТРАНСФОРМАЦІЙНІ ПРОЦЕСИ, ЩО ВІДБУВАЮТЬСЯ В ЕКОНОМІЦІ УКРАЇНИ","year":2023,"lang":"uk","type":"article","venue":"Наука і техніка сьогодні","topic":"Military Technology and Strategies","field":"Engineering","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":"Transport Canada","funders":"","keywords":"Business","score_opus":0.01352039847755492,"score_gpt":0.21755849137144992,"score_spread":0.204038092893895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389282071","genre_codex":"other","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":[0.022474162,0.007764843,0.055096574,0.015027943,0.0010673051,0.00014933386,0.00035258287,0.0002021653,0.89786506],"genre_scores_gemma":[0.6883897,0.009186484,0.07361108,0.0018789252,0.0006596743,0.0005708368,0.0002939041,0.00042399392,0.2249854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99553007,0.0013315076,0.0002513895,0.00065946724,0.0018072911,0.00042032657],"domain_scores_gemma":[0.9966698,0.0010424817,0.00035364335,0.00055724423,0.0010499622,0.0003269862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032345625,0.00060537655,0.00035500128,0.002002971,0.0029539228,0.008799382,0.00073093374,0.0020752253,0.02195775],"category_scores_gemma":[0.0068321787,0.0005934626,0.0004976585,0.0016437648,0.009091071,0.004950454,0.0028778375,0.002914529,0.007108097],"study_design_candidate":"not_applicable","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":[0.000029188845,0.0000221883,0.0005538322,0.0001358672,0.000010911591,0.00012912777,0.0023412397,0.0002733997,0.0012409099,0.9637242,0.0049052923,0.026633792],"study_design_scores_gemma":[0.000028761368,0.0000579191,0.002192364,0.00029504762,0.000029768966,0.00046696488,0.003726942,0.00044786237,0.0033214563,0.39249632,0.59686583,0.00007071778],"about_ca_topic_score_codex":0.0061381706,"about_ca_topic_score_gemma":0.007932409,"teacher_disagreement_score":0.02195775,"about_ca_system_score_codex":0.004175557,"about_ca_system_score_gemma":0.0069700372,"threshold_uncertainty_score":0.07345599},"labels":[],"label_agreement":null},{"id":"W4391467542","doi":"10.52058/2786-6025-2024-1(29)-311-320","title":"ВИЗНАЧЕННЯ КОНКУРЕНТОСПРОМОЖНОСТІ ТА ІНВЕСТИЦІЙНОЇ ПРИВАБЛИВОСТІ РЕГІОНІВ","year":2024,"lang":"uk","type":"article","venue":"Наука і техніка сьогодні","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Political science","score_opus":0.007532584451943303,"score_gpt":0.21169610042410167,"score_spread":0.20416351597215837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391467542","genre_codex":"other","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":[0.060582463,0.0054742736,0.048458137,0.0074410858,0.0014544936,0.00013625836,0.00024464272,0.00030516394,0.8759035],"genre_scores_gemma":[0.7902294,0.0056439685,0.0384735,0.00060074456,0.0004328652,0.00023775402,0.00016395368,0.0002569709,0.16396095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778795,0.00047298195,0.000108979606,0.00024015596,0.0011727626,0.00021707833],"domain_scores_gemma":[0.99871254,0.00035677032,0.00008743033,0.00020116253,0.000526494,0.00011571596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014038828,0.0003568405,0.00021201449,0.0013317822,0.0020759513,0.0056139748,0.00041717855,0.0012891114,0.014193327],"category_scores_gemma":[0.0033463389,0.00042673352,0.0002881786,0.0013796648,0.0038099503,0.001793429,0.0014403831,0.0018624406,0.006130812],"study_design_candidate":"not_applicable","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":[0.000042748798,0.000025971742,0.0005755539,0.0001310838,0.000009967952,0.00028340146,0.006496086,0.00039168843,0.005275964,0.9233707,0.0047929445,0.05860378],"study_design_scores_gemma":[0.000019427434,0.000063332416,0.0018177241,0.00015313113,0.00003368506,0.00054722157,0.0052852575,0.000376595,0.008012526,0.14890046,0.8347302,0.000060498012],"about_ca_topic_score_codex":0.008329017,"about_ca_topic_score_gemma":0.008546088,"teacher_disagreement_score":0.014193327,"about_ca_system_score_codex":0.0024418484,"about_ca_system_score_gemma":0.0052370625,"threshold_uncertainty_score":0.047481418},"labels":[],"label_agreement":null},{"id":"W4396640278","doi":"10.52058/2786-6025-2024-4(32)-1192-1205","title":"МЕТОД ІНТЕРПОЛЯЦІЇ ДЛЯ ПРОГНОЗУВАННЯ МЕТРИК ВИКОРИСТАННЯ ХМАРНИХ ОБЧИСЛЕНЬ В СТАТИСТИЧНОМУ НАВЧАННІ","year":2024,"lang":"uk","type":"article","venue":"Наука і техніка сьогодні","topic":"Advanced Causal Inference Techniques","field":"Mathematics","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":"Tellabs (Canada)","funders":"","keywords":"Political science","score_opus":0.21565560629080563,"score_gpt":0.47545511865320317,"score_spread":0.2597995123623975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396640278","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":[0.03999963,0.013789739,0.4698777,0.0106839165,0.0019552922,0.00016281211,0.0013914522,0.00061027706,0.46152914],"genre_scores_gemma":[0.60671264,0.013335355,0.28957427,0.0006678355,0.00073017686,0.00040976203,0.0006867219,0.00051116076,0.08737197],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980666,0.0005696639,0.000118838645,0.00033964837,0.000765189,0.0001401286],"domain_scores_gemma":[0.99758875,0.0009733653,0.00020693986,0.0005220937,0.0006027508,0.000106207735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018710403,0.00047126063,0.00043689003,0.0021058626,0.001666327,0.005406564,0.00070093886,0.0009539929,0.02065581],"category_scores_gemma":[0.0075488235,0.00053892867,0.0005313681,0.0019628082,0.003385604,0.0033161903,0.0018450604,0.0021993325,0.0059564],"study_design_candidate":"simulation_or_modeling","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":[0.00005405509,0.000020327729,0.0005361267,0.00018534441,0.000018673318,0.00020001654,0.001223475,0.0010084418,0.0024229705,0.93607324,0.00395297,0.054304466],"study_design_scores_gemma":[0.000029833494,0.000051344043,0.001799721,0.00023460624,0.00005885035,0.0006969872,0.0013526586,0.003431835,0.005353,0.6741535,0.31276813,0.000069530994],"about_ca_topic_score_codex":0.0037423952,"about_ca_topic_score_gemma":0.005852665,"teacher_disagreement_score":0.02065581,"about_ca_system_score_codex":0.001839264,"about_ca_system_score_gemma":0.002657398,"threshold_uncertainty_score":0.06910056},"labels":[],"label_agreement":null},{"id":"W4399292054","doi":"10.52058/2786-6025-2024-5(33)-394-405","title":"ОРГАНІЗАЦІЙНО-ЕКОНОМІЧНИЙ МЕХАНІЗМ ЗАБЕЗПЕЧЕННЯ РОЗВИТКУ БУДІВЕЛЬНИХ ПІДПРИЄМСТВ ДЛЯ ФОРМУВАННЯ Й ВИКОРИСТАННЯ ІНТЕЛЕКТУАЛЬНОЇ ЕКОНОМІЧНОЇ СИСТЕМИ: ТЕОРЕТИЧНІ АСПЕКТИ ТА НАПРЯМИ РОЗРОБКИ","year":2024,"lang":"uk","type":"article","venue":"Наука і техніка сьогодні","topic":"Military Technology and Strategies","field":"Engineering","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":"Transport Canada","funders":"","keywords":"Psychology","score_opus":0.007532584451943303,"score_gpt":0.21169610042410167,"score_spread":0.20416351597215837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399292054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08181559,0.005296622,0.024658922,0.013267184,0.0007030284,0.00013448393,0.00014628083,0.000100893296,0.873877],"genre_scores_gemma":[0.90870094,0.0022337204,0.0098439315,0.0004413444,0.00012689426,0.00012482856,0.00005524842,0.000070902905,0.07840221],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99758375,0.0007624257,0.00011046013,0.00024957422,0.00097416743,0.00031959466],"domain_scores_gemma":[0.9980009,0.0008283041,0.00018565758,0.0002047005,0.00053663226,0.0002437032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019866875,0.0003621156,0.00019442642,0.0013320702,0.0026856305,0.008530942,0.0006030544,0.0014875366,0.011303976],"category_scores_gemma":[0.0044854116,0.00034998168,0.00024681696,0.0015163104,0.008362273,0.0037287502,0.0024477548,0.002020521,0.0025515992],"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":[0.000021100599,0.000019840258,0.00085854024,0.000086974374,0.000005012553,0.00021261438,0.011537237,0.00018780018,0.00070702797,0.9606745,0.0026449389,0.023044439],"study_design_scores_gemma":[0.000024043047,0.00007599108,0.0053592655,0.00034781583,0.000023944927,0.0006590431,0.026656054,0.0006087487,0.0031131795,0.43218675,0.5308799,0.000065128486],"about_ca_topic_score_codex":0.006443479,"about_ca_topic_score_gemma":0.009079913,"teacher_disagreement_score":0.011303976,"about_ca_system_score_codex":0.00443451,"about_ca_system_score_gemma":0.0066159666,"threshold_uncertainty_score":0.03781563},"labels":[],"label_agreement":null},{"id":"W4401242001","doi":"10.52058/2786-6025-2024-7(35)-531-543","title":"TEMPERATURE MEASUREMENT WITH LIQUID GLASS THERMOMETERS","year":2024,"lang":"uk","type":"article","venue":"Наука і техніка сьогодні","topic":"Advanced Sensor Technologies Research","field":"Engineering","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":"123 Certification (Canada)","funders":"","keywords":"Materials science; Thermometer; Environmental science; Engineering physics; Thermodynamics; Physics","score_opus":0.023717055080109996,"score_gpt":0.2507004238149638,"score_spread":0.22698336873485384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401242001","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041071292,0.00747104,0.9202562,0.0010898238,0.001956304,0.0005183542,0.0014496207,0.0054732068,0.020714184],"genre_scores_gemma":[0.41821116,0.0064603677,0.5531026,0.0012635498,0.00082732766,0.0010133616,0.0012948632,0.0009937164,0.01683305],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947208,0.00078285544,0.00028496303,0.0013357089,0.0026788812,0.00019681967],"domain_scores_gemma":[0.9987508,0.00029360596,0.00028152348,0.00027084255,0.0003642542,0.00003891823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014043788,0.0009978414,0.0009448459,0.0020494217,0.000723978,0.001817284,0.0020810596,0.0016232552,0.0037003148],"category_scores_gemma":[0.00352933,0.0006818697,0.0011090888,0.002181096,0.0010515682,0.0026385176,0.002026117,0.0019986313,0.0037846286],"study_design_candidate":"not_applicable","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":[0.0007412326,0.00014917672,0.007519721,0.001628553,0.00012483571,0.0004375158,0.0013701333,0.0049071508,0.7187546,0.02867623,0.0072279973,0.2284628],"study_design_scores_gemma":[0.00006551525,0.0009140535,0.006091546,0.0004396185,0.00026824462,0.0012667106,0.00060617045,0.03825107,0.81941336,0.012745551,0.11961733,0.00032085882],"about_ca_topic_score_codex":0.0007611796,"about_ca_topic_score_gemma":0.0007941679,"teacher_disagreement_score":0.0037003148,"about_ca_system_score_codex":0.001087071,"about_ca_system_score_gemma":0.0008364373,"threshold_uncertainty_score":0.012378812},"labels":[],"label_agreement":null},{"id":"W4404129467","doi":"10.52058/2786-6025-2024-11(39)-720-726","title":"ХАРАКТЕРНІ РИСИ РОЗВИТКУ ЖІНОЧИХ КОЛЕДЖІВ У США","year":2024,"lang":"uk","type":"article","venue":"Наука і техніка сьогодні","topic":"Legal and Regulatory Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Yale University","keywords":"Psychology","score_opus":0.012386934372697398,"score_gpt":0.3256631461867293,"score_spread":0.3132762118140319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404129467","genre_codex":"other","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":[0.051209502,0.006965204,0.088239565,0.023016624,0.0014313296,0.00021504851,0.0005308045,0.0002556742,0.8281362],"genre_scores_gemma":[0.8873078,0.0039135013,0.03370655,0.0015370821,0.00045810244,0.00022888143,0.00021592989,0.00019842296,0.07243371],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99550396,0.0012918263,0.00022704314,0.00061132724,0.0019586317,0.0004072665],"domain_scores_gemma":[0.9956625,0.0012991403,0.00041209452,0.0004806425,0.00179836,0.0003472824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041269283,0.00035728674,0.00027274736,0.001888671,0.0030123976,0.007862634,0.0004945655,0.0012426766,0.010996823],"category_scores_gemma":[0.009116143,0.00039483563,0.00036056785,0.0016350844,0.010275797,0.0042300005,0.0018033199,0.002131225,0.0034382395],"study_design_candidate":"not_applicable","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":[0.000034103607,0.000013071384,0.0013540159,0.0000990425,0.000016692013,0.0001258684,0.0059708804,0.00022369479,0.0009984201,0.94902986,0.006398471,0.035735708],"study_design_scores_gemma":[0.00003282164,0.00005285324,0.0047314437,0.0003265436,0.00006099148,0.0005846045,0.0075440872,0.00085762976,0.0024096295,0.50736505,0.47597086,0.000063480526],"about_ca_topic_score_codex":0.009182042,"about_ca_topic_score_gemma":0.011107579,"teacher_disagreement_score":0.010996823,"about_ca_system_score_codex":0.005091807,"about_ca_system_score_gemma":0.007688517,"threshold_uncertainty_score":0.036943793},"labels":[],"label_agreement":null},{"id":"W4410260480","doi":"10.52058/2786-6025-2025-4(45)-1286-1298","title":"ПІДБІР КРИТЕРІЇВ ОЦІНКИ ТА ПРОВЕДЕННЯ ПОРІВНЯЛЬНОГО АНАЛІЗУ ВЕЛИКИХ МОДЕЛЕЙ ШТУЧНОГО ІНТЕЛЕКТУ DEEPSEEK ТА CHATGPT","year":2025,"lang":"uk","type":"article","venue":"Наука і техніка сьогодні","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute for Catastrophic Loss Reduction","keywords":"Computer science","score_opus":0.004891088753394681,"score_gpt":0.21144765706582005,"score_spread":0.2065565683124254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410260480","genre_codex":"other","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":[0.0573931,0.0035840515,0.08443397,0.007991134,0.001094881,0.00018663437,0.0003260861,0.0004011509,0.8445889],"genre_scores_gemma":[0.78794074,0.003655167,0.049099836,0.0005529885,0.00035344617,0.00037367365,0.00021073958,0.00035576063,0.1574576],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972619,0.0007326722,0.00011689453,0.00027533123,0.0013343927,0.00027893274],"domain_scores_gemma":[0.99813926,0.000625505,0.000120355035,0.0003215052,0.00059879007,0.000194626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018381054,0.0004503879,0.00019372748,0.0013909645,0.0022658394,0.006633759,0.00057068956,0.001301876,0.01774579],"category_scores_gemma":[0.004923835,0.00046546836,0.00029341283,0.0013527322,0.0047399173,0.002352906,0.002317662,0.0023250242,0.006031115],"study_design_candidate":"simulation_or_modeling","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":[0.00005168613,0.000028200648,0.0011162336,0.0001614872,0.000010303103,0.00026862157,0.01075349,0.0005752759,0.0024981722,0.9053949,0.005560544,0.07358111],"study_design_scores_gemma":[0.00003158577,0.00008057621,0.0050222655,0.0003295044,0.00003781425,0.0005650717,0.010889005,0.0009347045,0.005015526,0.24348724,0.733522,0.000084713516],"about_ca_topic_score_codex":0.008172729,"about_ca_topic_score_gemma":0.010552994,"teacher_disagreement_score":0.01774579,"about_ca_system_score_codex":0.0029407009,"about_ca_system_score_gemma":0.0054549477,"threshold_uncertainty_score":0.05936557},"labels":[],"label_agreement":null},{"id":"W4411312929","doi":"10.52058/2786-6025-2025-4(45)-1799-1807","title":"АЛГОРИТМ РУХУ АВТОНОМНОГО МОБІЛЬНОГО РОБОТА В УМОВАХ НЕВИЗНАЧЕНОСТІ РЕЛЬЄФУ ПРИРОДНОГО СЕРЕДОВИЩА","year":2025,"lang":"uk","type":"article","venue":"Наука і техніка сьогодні","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Windsor","keywords":"Chemistry","score_opus":0.004546730391707525,"score_gpt":0.20950035330450323,"score_spread":0.2049536229127957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411312929","genre_codex":"other","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":[0.051796496,0.015730726,0.052947376,0.017528754,0.0012208432,0.00012194728,0.0003640014,0.00018602793,0.86010385],"genre_scores_gemma":[0.8022865,0.00927434,0.041834377,0.0010083661,0.00044506963,0.00018847303,0.00017469717,0.00019809058,0.14459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982498,0.0004964839,0.00008774976,0.00024012625,0.0007605488,0.00016526568],"domain_scores_gemma":[0.99865973,0.0004579089,0.00012539765,0.00019534334,0.0004367316,0.00012502902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018967042,0.0003231098,0.00020544483,0.0010566163,0.002452525,0.0061929165,0.0004582207,0.0012281828,0.010603645],"category_scores_gemma":[0.00456988,0.0004157604,0.00025813584,0.0010208446,0.006611311,0.0029997248,0.0016180644,0.0018764059,0.0035616679],"study_design_candidate":"simulation_or_modeling","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":[0.00004289761,0.000021032332,0.0010256945,0.00018334872,0.000012525069,0.00028672235,0.007773567,0.00032063798,0.0025423982,0.92644805,0.0072140275,0.054129142],"study_design_scores_gemma":[0.000019384523,0.00005435694,0.0040375376,0.0002944523,0.000029667413,0.0008150315,0.0069812844,0.00041450758,0.0035434722,0.3341114,0.6496444,0.00005457317],"about_ca_topic_score_codex":0.0061899796,"about_ca_topic_score_gemma":0.009639736,"teacher_disagreement_score":0.010603645,"about_ca_system_score_codex":0.002515721,"about_ca_system_score_gemma":0.0039638416,"threshold_uncertainty_score":0.03547269},"labels":[],"label_agreement":null},{"id":"W4412395470","doi":"10.52058/2786-6025-2025-6(47)-118-127","title":"МІЖВІДОМЧА ВЗАЄМОДІЯ В ПРАВООХОРОННІЙ ДІЯЛЬНОСТІ З ПИТАНЬ РЕАБІЛІТАЦІЇ ДІТЕЙ-ЖЕРТВ ЗЛОЧИНІВ","year":2025,"lang":"uk","type":"article","venue":"Наука і техніка сьогодні","topic":"Military Technology and Strategies","field":"Engineering","cited_by":0,"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":"UNICEF","keywords":"Philosophy","score_opus":0.004546730391707525,"score_gpt":0.20950035330450323,"score_spread":0.2049536229127957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412395470","genre_codex":"other","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":[0.16345705,0.013771772,0.08525455,0.017800486,0.00083377335,0.00035902063,0.0005528891,0.0002984182,0.71767205],"genre_scores_gemma":[0.92612654,0.006506693,0.028786924,0.00042738338,0.00012968888,0.00021620309,0.00017236162,0.00009124387,0.037542984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.996854,0.0010719785,0.00021196136,0.00035291552,0.0012086648,0.00030044504],"domain_scores_gemma":[0.99741036,0.00092648406,0.00045166447,0.0003819149,0.00059152587,0.00023798186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028295075,0.00033077432,0.00021786368,0.0021400861,0.0034202586,0.0067208153,0.00061420084,0.00092789985,0.010347168],"category_scores_gemma":[0.0053629247,0.00035399452,0.00032541537,0.0019062064,0.0046847677,0.0025823528,0.0028786205,0.0015595825,0.0026537825],"study_design_candidate":"observational","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":[0.00005600679,0.000088904475,0.0084004095,0.00045409714,0.000027057606,0.0011077934,0.020101864,0.0011542751,0.002994169,0.7787663,0.0071686804,0.17968042],"study_design_scores_gemma":[0.00002404347,0.00012402966,0.021933751,0.0009893606,0.00008529549,0.0017827735,0.029977981,0.0014136416,0.006488212,0.24042788,0.69666046,0.00009259577],"about_ca_topic_score_codex":0.009147447,"about_ca_topic_score_gemma":0.017294236,"teacher_disagreement_score":0.010347168,"about_ca_system_score_codex":0.0040182318,"about_ca_system_score_gemma":0.0071462723,"threshold_uncertainty_score":0.034614682},"labels":[],"label_agreement":null}]}