{"meta":{"query_hash":"ada073c22405","filters":{"venue":"18th Symposium on Boundary Layers and Turbulence (9–13 June 2008)"},"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/ada073c22405","api":"https://metacan.xera.ac/api/v1/cohort?venue=18th+Symposium+on+Boundary+Layers+and+Turbulence+%289%E2%80%9313+June+2008%29"},"results":[{"id":"W2884573038","doi":"","title":"Drifting and blowing snow field studies in the Canadian North","year":2008,"lang":"en","type":"article","venue":"18th Symposium on Boundary Layers and Turbulence (9–13 June 2008)","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Snow; Field (mathematics); Meteorology; Physical geography; Environmental science; Geography; Climatology; Geology; Mathematics","score_opus":0.03375975470935319,"score_gpt":0.23913332861196415,"score_spread":0.20537357390261096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884573038","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":[0.99347866,0.0003581743,0.00012031722,0.0002562355,0.000015127132,0.00004557985,0.0015212423,0.000015808955,0.00418886],"genre_scores_gemma":[0.9912095,0.00056815037,0.0006017825,0.00014114632,0.000010324599,0.000033279208,0.0017367306,0.000021626012,0.0056775534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99940884,0.000026983196,0.000019076595,0.00008062704,0.00021497959,0.00024951604],"domain_scores_gemma":[0.9982162,0.00009650142,0.00011748877,0.000039731516,0.0011532202,0.00037685107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058694324,0.00036923218,0.0006084191,0.002728172,0.009098496,0.0012409313,0.0012734339,0.0003732085,0.0028184445],"category_scores_gemma":[0.001249056,0.0004628896,0.00036438683,0.006730789,0.0015708624,0.0007857075,0.0010350972,0.00068372843,0.0003018605],"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":[0.00087892235,0.0002991943,0.87457174,0.00026422698,0.00013670578,0.0009690628,0.040748578,0.001139336,0.009818858,0.0022429456,0.008768808,0.06016153],"study_design_scores_gemma":[0.00001471028,0.000031626823,0.9845985,0.000026528096,0.000016476146,0.00007595778,0.00771065,0.00039574198,0.00047875216,0.000060284143,0.006564972,0.000025871126],"about_ca_topic_score_codex":0.9983442,"about_ca_topic_score_gemma":0.99971193,"teacher_disagreement_score":0.038703397,"about_ca_system_score_codex":0.038703397,"about_ca_system_score_gemma":0.04743059,"threshold_uncertainty_score":0.2808141},"labels":[],"label_agreement":null},{"id":"W2949655798","doi":"","title":"Convection velocity and spatial turbulence statistics in the trunk space of a forest","year":2008,"lang":"en","type":"article","venue":"18th Symposium on Boundary Layers and Turbulence (9–13 June 2008)","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"","keywords":"Turbulence; Space (punctuation); Convection; Meteorology; Environmental science; Physics; Atmospheric sciences; Geology; Geography; Computer science","score_opus":0.0063006139554393275,"score_gpt":0.19473223689337196,"score_spread":0.18843162293793264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949655798","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":[0.9988815,0.0000319374,0.00090171554,0.000018229082,0.0000020936402,9.680077e-7,0.000026160958,0.000011956224,0.00012540362],"genre_scores_gemma":[0.99972767,0.000012932913,0.00014629264,0.0000018770988,0.0000031650213,6.044617e-7,0.000032188193,0.0000024342207,0.000072642084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999435,0.0000069622292,0.0000037940517,0.000012130989,0.000006749955,0.000026823018],"domain_scores_gemma":[0.9995047,0.00020743739,0.000065874345,0.000025871712,0.00006807233,0.00012808568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020040594,0.00014556773,0.00025721898,0.00082260615,0.00044727174,0.00061674346,0.00023907654,0.0002420966,0.00061490637],"category_scores_gemma":[0.0009881665,0.00018797281,0.00020658254,0.00037134084,0.0006650786,0.00059146923,0.00036964213,0.00026975575,0.00007800615],"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":[0.0024736295,0.00042750267,0.56516886,0.000072527175,0.00016827264,0.0007772542,0.0011159345,0.25040352,0.13068713,0.015531629,0.0012851827,0.031888604],"study_design_scores_gemma":[0.000051719962,0.000118729404,0.34503368,0.000010738923,0.000031676227,0.00019421686,0.00031628384,0.6446779,0.004324799,0.0050047073,0.00017157712,0.00006395693],"about_ca_topic_score_codex":0.012157977,"about_ca_topic_score_gemma":0.009590293,"teacher_disagreement_score":0.012157977,"about_ca_system_score_codex":0.00038020682,"about_ca_system_score_gemma":0.00033295897,"threshold_uncertainty_score":0.024174392},"labels":[],"label_agreement":null},{"id":"W2951638022","doi":"","title":"Assessment of the Canadian urban modeling system using Joint Urban 2003 observations over Oklahoma City","year":2008,"lang":"en","type":"article","venue":"18th Symposium on Boundary Layers and Turbulence (9–13 June 2008)","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Joint (building); Environmental science; Civil engineering; Engineering","score_opus":0.047724623894558955,"score_gpt":0.24404206141319093,"score_spread":0.19631743751863198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951638022","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":[0.9427076,0.00038282375,0.005962508,0.002073207,0.00016032247,0.00045135312,0.03505843,0.0013732299,0.011830399],"genre_scores_gemma":[0.96856326,0.00020267296,0.011757413,0.00016677783,0.000025376932,0.00015976063,0.017172234,0.0001833853,0.0017690706],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985532,0.0003756859,0.00008053328,0.00029255325,0.00043772097,0.0002602345],"domain_scores_gemma":[0.9943184,0.0006369963,0.00028969016,0.00033822522,0.0039561205,0.00046053206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040212385,0.0011420214,0.0006772401,0.0013897179,0.0037215794,0.0023729198,0.0024762554,0.0009345805,0.0015850277],"category_scores_gemma":[0.006556803,0.0006621444,0.0008482618,0.003227989,0.0004858486,0.00131129,0.0010659868,0.0007594371,0.00050291186],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010968368,0.00062562147,0.42298925,0.00021585454,0.0006872219,0.0002298701,0.000893963,0.47447947,0.0032185246,0.0031219341,0.03120701,0.061234467],"study_design_scores_gemma":[0.0002444354,0.000044872686,0.19648859,0.00008540772,0.00022405531,0.000024538916,0.0009617904,0.7895633,0.0014560578,0.00030254785,0.010452339,0.00015203677],"about_ca_topic_score_codex":0.99171257,"about_ca_topic_score_gemma":0.99368405,"teacher_disagreement_score":0.99171257,"about_ca_system_score_codex":0.02316067,"about_ca_system_score_gemma":0.025652384,"threshold_uncertainty_score":0.1680432},"labels":[],"label_agreement":null},{"id":"W2953855799","doi":"","title":"Higher-order statistics of the turbulent flow in a sparse Lodgepole Pine canopy","year":2008,"lang":"en","type":"article","venue":"18th Symposium on Boundary Layers and Turbulence (9–13 June 2008)","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","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":"University of British Columbia","funders":"","keywords":"Canopy; Environmental science; Turbulence; Flow (mathematics); Mathematics; Statistics; Geography; Meteorology; Geometry","score_opus":0.007641143197762238,"score_gpt":0.19531998337283651,"score_spread":0.18767884017507427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953855799","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":[0.9951468,0.00010599404,0.003950163,0.00005319899,0.000008838461,0.0000035294706,0.00009097001,0.000075354525,0.0005650587],"genre_scores_gemma":[0.9993407,0.00003240815,0.00028589115,0.0000066182865,0.000009635805,0.0000017647374,0.00010960598,0.000010413466,0.000202903],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9998921,0.0000131460065,0.0000039103993,0.000025383128,0.000020872285,0.00004452253],"domain_scores_gemma":[0.99900204,0.00047322182,0.00011042556,0.000053949752,0.00013873841,0.00022164732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035171228,0.00023030683,0.0004982444,0.0008295477,0.00071064837,0.0010853057,0.00032494043,0.0004412929,0.00083578046],"category_scores_gemma":[0.0014402913,0.00034763783,0.00031434745,0.00044295174,0.0006535262,0.00061431504,0.0002820795,0.0006397305,0.00010143165],"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":[0.001390658,0.00069342623,0.13170548,0.00018315707,0.000223341,0.002464764,0.0015475883,0.5335317,0.24514198,0.057015877,0.0038040911,0.022297971],"study_design_scores_gemma":[0.000033473683,0.000056000474,0.1381022,0.0000065226986,0.000022655324,0.00012623008,0.0001511011,0.85383713,0.0027694202,0.004489084,0.00031026534,0.00009600918],"about_ca_topic_score_codex":0.024628038,"about_ca_topic_score_gemma":0.023818951,"teacher_disagreement_score":0.024628038,"about_ca_system_score_codex":0.0009966922,"about_ca_system_score_gemma":0.00058325625,"threshold_uncertainty_score":0.048969388},"labels":[],"label_agreement":null},{"id":"W2964778943","doi":"","title":"Numerical Studies of Thermally Induced Slope Winds","year":2008,"lang":"en","type":"article","venue":"18th Symposium on Boundary Layers and Turbulence (9–13 June 2008)","topic":"Landslides and related hazards","field":"Environmental Science","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":"York University","funders":"","keywords":"Geology; Meteorology; Climatology; Atmospheric sciences; Geography","score_opus":0.01753779171544423,"score_gpt":0.24166580392883527,"score_spread":0.22412801221339104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964778943","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":[0.99098784,0.00017372532,0.002008272,0.00012923239,0.000056601286,0.000014779472,0.00015601906,0.000057758276,0.006415837],"genre_scores_gemma":[0.9988581,0.000050814186,0.0005076423,0.000012025045,0.000011119006,0.000005135924,0.000059843263,0.000012131916,0.00048315988],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998764,0.000029287312,0.000009066644,0.00002016321,0.000026427158,0.000038659735],"domain_scores_gemma":[0.99936193,0.00029493097,0.00008857823,0.00005367605,0.0001177774,0.000083041115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000233937,0.00036469885,0.00041877292,0.00055372575,0.0006873675,0.0007770038,0.00065774296,0.0008576473,0.0020697766],"category_scores_gemma":[0.001988287,0.00036435554,0.00048692725,0.0006110936,0.0009814916,0.00052843685,0.0005406909,0.0007566329,0.00016054031],"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":[0.00028802903,0.00022668474,0.012939176,0.00006197092,0.0000576573,0.00032084284,0.00017704604,0.9665641,0.008777066,0.005916302,0.0006280788,0.004043082],"study_design_scores_gemma":[0.00005727099,0.00006277284,0.0076974435,0.00000939202,0.000012309602,0.00003260347,0.00007963842,0.99028486,0.0008635707,0.0006882347,0.00019380014,0.000018087576],"about_ca_topic_score_codex":0.011174622,"about_ca_topic_score_gemma":0.008594127,"teacher_disagreement_score":0.011174622,"about_ca_system_score_codex":0.0007443729,"about_ca_system_score_gemma":0.00057388237,"threshold_uncertainty_score":0.022219181},"labels":[],"label_agreement":null}]}