{"meta":{"query_hash":"b788350e5e34","filters":{"venue":"Science and innovation"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/b788350e5e34","api":"https://metacan.xera.ac/api/v1/cohort?venue=Science+and+innovation"},"results":[{"id":"W2744128276","doi":"10.15407/scine11.02.019","title":"Topical Issues of the National and Regional Innovation System Development","year":2015,"lang":"en","type":"article","venue":"Science and innovation","topic":"Innovation Policy and R&D","field":"Economics, Econometrics and Finance","cited_by":1,"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":"Brock University","keywords":"Regional science; Political science; Economic geography; Environmental planning; Engineering ethics; Engineering; Geography","score_opus":0.16181644466813982,"score_gpt":0.30319966627188427,"score_spread":0.14138322160374445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744128276","genre_codex":"commentary","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":[0.008917296,0.16008909,0.0045324494,0.46308976,0.03298202,0.00005058082,0.000544926,0.000059047226,0.32973486],"genre_scores_gemma":[0.3958027,0.21504045,0.0062019113,0.050318982,0.10399217,0.00026202266,0.00082697737,0.0002272226,0.22732756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988939,0.00041155043,0.000049540915,0.00014852731,0.000270673,0.00022584603],"domain_scores_gemma":[0.9973028,0.0014297838,0.00021353395,0.00020735875,0.00046641106,0.00038015482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036187046,0.000362342,0.0005606474,0.0020605342,0.0029645183,0.011879936,0.0009241765,0.004472223,0.022147078],"category_scores_gemma":[0.0068658455,0.0002718232,0.0004867442,0.0031641736,0.0040517836,0.006912537,0.0022905043,0.00486897,0.0017364268],"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":[0.000014764356,0.000025907702,0.00046628912,0.00022637275,0.000010394334,0.000052969586,0.0003757491,0.0003137448,0.00017978846,0.809127,0.1475591,0.041647848],"study_design_scores_gemma":[0.0000046756472,0.000010891118,0.0015503224,0.00033116937,0.000010151996,0.00005767063,0.0007039514,0.00031084905,0.00013505564,0.17556794,0.8213099,0.000007329307],"about_ca_topic_score_codex":0.003301683,"about_ca_topic_score_gemma":0.0054796124,"teacher_disagreement_score":0.022147078,"about_ca_system_score_codex":0.0042479257,"about_ca_system_score_gemma":0.006927965,"threshold_uncertainty_score":0.07408941},"labels":[],"label_agreement":null},{"id":"W2893802012","doi":"10.15407/scine14.05.071","title":"Startups and Spinoffs as Factors of the Academic Business Development: the Foreign Experience and the Ukrainian Prospects","year":2018,"lang":"en","type":"article","venue":"Science and innovation","topic":"Economic Issues in Ukraine","field":"Economics, Econometrics and Finance","cited_by":3,"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":"Tel Aviv University; University of Oxford; Harvard University; University of Pennsylvania; Brigham Young University; University of Waterloo; University of Southern California","keywords":"Ukrainian; Business; Business administration","score_opus":0.045297747234336674,"score_gpt":0.260384719567483,"score_spread":0.21508697233314633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893802012","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":[0.9810946,0.0036046389,0.0001988755,0.0026978813,0.000025492382,0.0000053777767,0.00008657706,0.000004073723,0.012282455],"genre_scores_gemma":[0.99662054,0.0017581306,0.000042896536,0.000071169154,0.000019196523,0.0000016280484,0.00003689497,0.0000021438002,0.0014473046],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9995365,0.00015049014,0.00003088091,0.00005479332,0.00009697858,0.0001303416],"domain_scores_gemma":[0.99743,0.0010290181,0.00077866786,0.00006687046,0.0002532554,0.00044216824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011530591,0.00010381402,0.00019998582,0.0010213115,0.0008569501,0.0026197794,0.00020137535,0.00026597455,0.002936437],"category_scores_gemma":[0.0023285334,0.00006332532,0.00013190192,0.0017732253,0.001373231,0.0015776197,0.0013948838,0.00056371535,0.00020695281],"study_design_candidate":"qualitative","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":[0.00030122633,0.00022692038,0.8299181,0.00033574243,0.000057419285,0.0024407455,0.034014337,0.0014988547,0.0006260249,0.05270192,0.0037258829,0.074152835],"study_design_scores_gemma":[0.000012099251,0.00015188813,0.8537658,0.00034693663,0.000073315336,0.0011705646,0.086239286,0.0012053646,0.0008346207,0.009547361,0.046620194,0.00003264151],"about_ca_topic_score_codex":0.012908043,"about_ca_topic_score_gemma":0.011020138,"teacher_disagreement_score":0.012908043,"about_ca_system_score_codex":0.0013382082,"about_ca_system_score_gemma":0.0027704546,"threshold_uncertainty_score":0.02566582},"labels":[],"label_agreement":null},{"id":"W4385810328","doi":"10.15407/scine19.04.079","title":"STUDYING THE POSSIBILITY OF USING COHERENT TYPE NOZZLES FOR BOF BLOWING AT THE GAS DYNAMIC SIMULATION STAND","year":2023,"lang":"en","type":"article","venue":"Science and innovation","topic":"Environmental and Industrial Safety","field":"Environmental Science","cited_by":4,"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":"Nozzle; Jet (fluid); Mechanical engineering; Tuyere; Mechanics; Combustion; Materials science; Engineering; Chemistry; Metallurgy; Physics","score_opus":0.089639087718285,"score_gpt":0.3400855055415167,"score_spread":0.2504464178232317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385810328","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":[0.86364377,0.00068098697,0.12872782,0.00008588027,0.0000640133,0.00008681954,0.00041058176,0.00043843797,0.0058616553],"genre_scores_gemma":[0.97078407,0.00016035022,0.02787555,0.000011393572,0.0000045846236,0.000033879467,0.00016344845,0.000028085191,0.00093861495],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985385,0.000018057477,0.000006754746,0.000032056414,0.00007336135,0.00001587878],"domain_scores_gemma":[0.999813,0.00008118272,0.000022745977,0.000022695449,0.000049419945,0.000010950776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002935088,0.00020055658,0.00020564708,0.00017078563,0.00021917274,0.00028438153,0.00035310164,0.00041627497,0.0017380823],"category_scores_gemma":[0.00061979465,0.000107717584,0.0003244807,0.00014501454,0.00017116319,0.00030557494,0.00016641871,0.00016702568,0.00012391881],"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":[0.00038024934,0.00018358,0.020387795,0.000591639,0.00010275862,0.0004301574,0.00023720795,0.28176433,0.6342875,0.0056198225,0.00094422733,0.05507075],"study_design_scores_gemma":[0.000057225494,0.00065812556,0.015068509,0.00003691417,0.000055090248,0.00027503676,0.000113425296,0.75020486,0.22735737,0.0006525613,0.0054831086,0.00003779313],"about_ca_topic_score_codex":0.0010847936,"about_ca_topic_score_gemma":0.0008527556,"teacher_disagreement_score":0.0017380823,"about_ca_system_score_codex":0.00024162617,"about_ca_system_score_gemma":0.00020921597,"threshold_uncertainty_score":0.005814433},"labels":[],"label_agreement":null},{"id":"W4411508502","doi":"10.15407/scine21.03.099","title":"Epidemiological Monitoring of Tuberculosis Among Military Personnel in Ukraine: the Impact of the War and Key Priorities for the Development of the National Tuberculosis Prevention Program","year":2025,"lang":"en","type":"article","venue":"Science and innovation","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Tuberculosis; Epidemiology; Medicine; Incidence (geometry); Pandemic; Environmental health; Peacetime; Public health; Economic growth; Political science; Disease; Coronavirus disease 2019 (COVID-19); Pathology; Infectious disease (medical specialty); Law","score_opus":0.06363858026068607,"score_gpt":0.4062248661682088,"score_spread":0.3425862859075227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411508502","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":[0.9546624,0.029785203,0.003932551,0.004038445,0.00015404697,0.00021665511,0.0021899678,0.00011407421,0.004906584],"genre_scores_gemma":[0.98667985,0.008343347,0.0032359324,0.00028831253,0.00008310752,0.00006674827,0.0008620216,0.0000053850054,0.0004352723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921083,0.00034553357,0.00009256103,0.00008441863,0.00014613521,0.00012049585],"domain_scores_gemma":[0.99889475,0.00015271349,0.0003571815,0.0000452806,0.00038764733,0.00016244088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014288424,0.0002962583,0.00043409577,0.0014450599,0.0003628214,0.00092401216,0.00044763365,0.00029791016,0.00066678046],"category_scores_gemma":[0.0017970667,0.0001326017,0.0003784625,0.0010636608,0.00021450229,0.00053156517,0.0005594552,0.00037267356,0.00011364295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006147295,0.00007124598,0.93567,0.0006164459,0.00006808668,0.00033551897,0.001012346,0.0005526755,0.0014584102,0.000253981,0.0012521155,0.058647636],"study_design_scores_gemma":[0.0000030103693,0.00016823744,0.9891416,0.0006535366,0.00007705388,0.0005016548,0.003162374,0.0010930701,0.00057936204,0.0002205822,0.004386899,0.000012752962],"about_ca_topic_score_codex":0.017787253,"about_ca_topic_score_gemma":0.019130599,"teacher_disagreement_score":0.017787253,"about_ca_system_score_codex":0.0009386149,"about_ca_system_score_gemma":0.0032309145,"threshold_uncertainty_score":0.03536743},"labels":[],"label_agreement":null}]}