{"meta":{"query_hash":"3893ac962ea3","filters":{"venue":"CT&F - Ciencia Tecnología y Futuro"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/3893ac962ea3","api":"https://metacan.xera.ac/api/v1/cohort?venue=CT%26F+-+Ciencia+Tecnolog%C3%ADa+y+Futuro"},"results":[{"id":"W1582372353","doi":"10.29047/01225383.515","title":"Feasibility to apply the steam assited gravity drainage (SAGD) technique in the country's heavy crude-oil fields","year":2004,"lang":"en","type":"article","venue":"CT&F - Ciencia Tecnología y Futuro","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ecopetrol; University of Waterloo","keywords":"Steam-assisted gravity drainage; Petroleum engineering; Oil field; Steam injection; Process (computing); Drilling; Crude oil; Oil production; Production (economics); Drainage; Environmental science; Process engineering; Computer science; Engineering; Oil sands; Mechanical engineering","score_opus":0.017585353675420284,"score_gpt":0.2711318857526973,"score_spread":0.253546532077277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582372353","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":[0.9492989,0.0006300121,0.039807167,0.0003503428,0.000032833614,0.00025544484,0.00023682672,0.00013609466,0.009252403],"genre_scores_gemma":[0.96326447,0.00069327484,0.033866532,0.000030098248,0.000005113007,0.000062295585,0.00016142367,0.000016783333,0.0018999871],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994822,0.0001081703,0.000032940814,0.0000951906,0.00018483226,0.00009674174],"domain_scores_gemma":[0.99962175,0.00010851648,0.000043469372,0.00006485608,0.00011766711,0.00004376383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012015324,0.00029070495,0.00027496618,0.0004614266,0.0005174337,0.0012067397,0.0004295961,0.00048829423,0.0021466722],"category_scores_gemma":[0.0011063431,0.0001662777,0.0004444278,0.00053654966,0.00043578033,0.0008085731,0.0006201445,0.00046784192,0.00043536967],"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":[0.0018396124,0.0016767107,0.06756158,0.0010066098,0.00007880405,0.0013227051,0.0012918354,0.0353572,0.48173934,0.008098939,0.0014232637,0.3986035],"study_design_scores_gemma":[0.00017232794,0.009727893,0.08676923,0.00024657545,0.00022700134,0.0017841897,0.004125866,0.08814549,0.7621569,0.003586162,0.04289122,0.0001672378],"about_ca_topic_score_codex":0.005861053,"about_ca_topic_score_gemma":0.008096973,"teacher_disagreement_score":0.005861053,"about_ca_system_score_codex":0.0006451529,"about_ca_system_score_gemma":0.0018294045,"threshold_uncertainty_score":0.011653841},"labels":[],"label_agreement":null},{"id":"W2990718665","doi":"10.29047/01225383.119","title":"Submarine canyon-fill reconstruction from integrated seismic-stratigraphic analysis – application to Banquereau formation, Scotian basin – offshore Canada.","year":2019,"lang":"en","type":"article","venue":"CT&F - Ciencia Tecnología y Futuro","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","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":"Universidad Industrial de Santander; Ecopetrol","keywords":"Geology; Sedimentary depositional environment; Chronostratigraphy; Paleontology; Stratigraphy; Fault block; Canyon; Sedimentary rock; Sedimentary basin analysis; Structural basin; Submarine canyon; Lithostratigraphy; Context (archaeology); Geomorphology; Tectonics","score_opus":0.005381324345408199,"score_gpt":0.1746118892005847,"score_spread":0.1692305648551765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990718665","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":[0.9785459,0.0005779819,0.010701561,0.00016508307,0.000027568107,0.00010306309,0.005174648,0.00094722194,0.0037570458],"genre_scores_gemma":[0.9834751,0.00024573735,0.010661876,0.000012513596,0.00000619123,0.000017925957,0.0031336488,0.00005425771,0.0023927311],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999305,0.000003270803,0.0000026503133,0.000015537811,0.000025788984,0.000022288237],"domain_scores_gemma":[0.99988437,0.000010476832,0.000016376609,0.000009387306,0.000060640483,0.000018804545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011677628,0.0005671803,0.00017734645,0.0018320017,0.00043333106,0.0007926604,0.00051693164,0.0003923594,0.001899003],"category_scores_gemma":[0.0003038351,0.00025057205,0.0003331482,0.0018954336,0.00021721757,0.0001419887,0.00031674054,0.0001846391,0.00036861742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004727069,0.0003822255,0.43422982,0.00043238074,0.00033432033,0.0034012247,0.001377441,0.2003862,0.050536238,0.00152808,0.010578231,0.29634118],"study_design_scores_gemma":[0.000057930698,0.000046654524,0.44839168,0.000061477884,0.00007333344,0.00026020393,0.0010944286,0.53848225,0.004140748,0.0002974171,0.0070463475,0.000047473048],"about_ca_topic_score_codex":0.851119,"about_ca_topic_score_gemma":0.9197382,"teacher_disagreement_score":0.14888102,"about_ca_system_score_codex":0.0020672183,"about_ca_system_score_gemma":0.0039714435,"threshold_uncertainty_score":0.2995156},"labels":[],"label_agreement":null},{"id":"W2993063854","doi":"10.29047/01225383.221","title":"Determination of molecular masses for petroleum distillates by simualted distillation","year":2012,"lang":"en","type":"article","venue":"CT&F - Ciencia Tecnología y Futuro","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates","keywords":"Distillation; Chromatography; Chemistry; Petroleum; Hydrocarbon; Petroleum product; Mass spectrometry; Analytical Chemistry (journal); Calibration; Specific gravity; Mineralogy; Organic chemistry; Mathematics","score_opus":0.010048748796242006,"score_gpt":0.2533230827194109,"score_spread":0.24327433392316888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993063854","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":[0.91026825,0.0044237277,0.0779763,0.00013418627,0.00010206036,0.0001324983,0.001994913,0.00056766183,0.004400329],"genre_scores_gemma":[0.9318672,0.0034940215,0.058753498,0.000086715205,0.0000389088,0.0001389169,0.0016688695,0.00009146504,0.0038605519],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933356,0.00006391794,0.00003106582,0.00014414203,0.00037037503,0.00005688917],"domain_scores_gemma":[0.9995764,0.0000827101,0.00013552721,0.000046511883,0.00012568824,0.00003318717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004193568,0.0007356075,0.00025256307,0.0011662962,0.00029163185,0.0002961544,0.00040993484,0.0003951131,0.0020731476],"category_scores_gemma":[0.0009498178,0.00023537941,0.00031702692,0.00061288255,0.00042874864,0.0004883456,0.00044876733,0.00064372976,0.0007829346],"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":[0.00011302756,0.000015068056,0.0012614266,0.00007611396,0.000017905044,0.000051708124,0.000039392693,0.00013214954,0.990458,0.00020673174,0.00006811233,0.0075602815],"study_design_scores_gemma":[0.000003233625,0.000173838,0.0045332573,0.000008960039,0.000015821059,0.00018142679,0.00003242075,0.0017450199,0.9912533,0.00011463907,0.0019237341,0.0000144114765],"about_ca_topic_score_codex":0.0006936973,"about_ca_topic_score_gemma":0.0015052503,"teacher_disagreement_score":0.0020731476,"about_ca_system_score_codex":0.00034748012,"about_ca_system_score_gemma":0.00031526704,"threshold_uncertainty_score":0.006935358},"labels":[],"label_agreement":null},{"id":"W3118226839","doi":"10.29047/01225383.273","title":"Downhole electric heating of heavy-oil wells","year":2020,"lang":"en","type":"article","venue":"CT&F - Ciencia Tecnología y Futuro","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":8,"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":"Electric heating; Petroleum engineering; Environmental science; Range (aeronautics); Electric field; Greenhouse gas; Fossil fuel; Engineering; Waste management; Geology; Mechanical engineering","score_opus":0.017634579443833356,"score_gpt":0.25225661591868276,"score_spread":0.23462203647484942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118226839","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":[0.9170201,0.000153004,0.066363074,0.00009891605,0.00003815569,0.00015933266,0.0002904525,0.0004799059,0.015397176],"genre_scores_gemma":[0.99467164,0.000054815846,0.0036497978,0.0000052181463,0.000001159396,0.000019780866,0.000044808134,0.000010029216,0.0015426459],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988925,0.000011443952,0.0000036655395,0.000016822003,0.000046102683,0.00003266988],"domain_scores_gemma":[0.99991846,0.000029439205,0.0000133368585,0.000012547257,0.000017112328,0.000009061201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015737789,0.00030752545,0.0002680069,0.00019918484,0.00033193492,0.00041552365,0.00054347044,0.0002676624,0.0021666742],"category_scores_gemma":[0.0002859789,0.000185545,0.00030523803,0.000200168,0.00034591067,0.00037371708,0.00048195466,0.00027760054,0.00020307873],"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":[0.00031048668,0.000111161775,0.0074685374,0.00021343923,0.000015300384,0.00062745967,0.00014386115,0.73234206,0.22829463,0.0030299274,0.0007311741,0.026711851],"study_design_scores_gemma":[0.00007208539,0.0004533348,0.005856973,0.000021756374,0.00001592658,0.00013443148,0.00013805823,0.79847753,0.18825491,0.0013370035,0.0051986985,0.000039271166],"about_ca_topic_score_codex":0.011018615,"about_ca_topic_score_gemma":0.012159994,"teacher_disagreement_score":0.011018615,"about_ca_system_score_codex":0.00090189266,"about_ca_system_score_gemma":0.00076798955,"threshold_uncertainty_score":0.021908939},"labels":[],"label_agreement":null},{"id":"W4399765259","doi":"10.29047/01225383.525","title":"Exhaust emissions evaluation of Colombian commercial diesel fuels","year":2003,"lang":"en","type":"article","venue":"CT&F - Ciencia Tecnología y Futuro","topic":"Vehicle emissions and performance","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Diesel fuel; Environmental science; Diesel exhaust; Exhaust gas recirculation; Waste management; Business; Exhaust gas; Engineering","score_opus":0.035663771343122305,"score_gpt":0.26969664271779986,"score_spread":0.23403287137467754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399765259","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":[0.991856,0.0009067147,0.00031106375,0.00002255555,0.00001044872,0.000043843833,0.00088419503,0.000031658532,0.0059335614],"genre_scores_gemma":[0.9949384,0.0005554678,0.0005846737,0.000017354783,0.0000035111277,0.00003152027,0.0013805428,0.00001525307,0.0024732938],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996488,0.000026074158,0.00002652931,0.00006273049,0.0001824821,0.00005331764],"domain_scores_gemma":[0.99986553,0.000011976291,0.000011410259,0.0000068662443,0.000094393814,0.000009723905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001979355,0.00065369933,0.0003386098,0.0013676311,0.0006319321,0.0005933051,0.00047565027,0.00032810564,0.002235932],"category_scores_gemma":[0.0002931693,0.00018357702,0.00019137983,0.0009271963,0.00020227578,0.00026976218,0.0003630617,0.00019622025,0.00035350042],"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":[0.0034261777,0.00069446734,0.10301803,0.002515771,0.00017888423,0.0012308295,0.000906262,0.008381471,0.7814898,0.00075063045,0.0021131386,0.09529459],"study_design_scores_gemma":[0.00014349316,0.0014817703,0.45112526,0.00011137436,0.00024349932,0.00054908905,0.0017823933,0.008912894,0.5066449,0.0001027474,0.028775673,0.00012686993],"about_ca_topic_score_codex":0.16301452,"about_ca_topic_score_gemma":0.35702756,"teacher_disagreement_score":0.16301452,"about_ca_system_score_codex":0.0021174739,"about_ca_system_score_gemma":0.00043424143,"threshold_uncertainty_score":0.32413137},"labels":[],"label_agreement":null}]}