{"meta":{"query_hash":"af48fcd88542","filters":{"venue":"GRAPP/IVAPP"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/af48fcd88542","api":"https://metacan.xera.ac/api/v1/cohort?venue=GRAPP%2FIVAPP"},"results":[{"id":"W2667060791","doi":"","title":"Sketching Fluid Flows - Combining Sketch-based Techniques and Gradient Vector Flow for Lattice-Boltzmann Initialization.","year":2012,"lang":"en","type":"article","venue":"GRAPP/IVAPP","topic":"Lattice Boltzmann Simulation Studies","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":"University of Calgary","funders":"","keywords":"Sketch; Lattice Boltzmann methods; Initialization; Computer science; Vector flow; Flow (mathematics); Computational science; Algorithm; Mechanics; Mathematics; Geometry; Applied mathematics; Physics; Artificial intelligence; Image (mathematics)","score_opus":0.025766581706074914,"score_gpt":0.26129701975075614,"score_spread":0.23553043804468124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2667060791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63253254,0.011084711,0.33584836,0.00059347996,0.0033144492,0.003628879,0.00025535157,0.005396093,0.0073461495],"genre_scores_gemma":[0.96410465,0.00009681581,0.03453895,0.00016301106,0.0005278282,0.00029909716,0.0000965827,0.00012278148,0.000050258688],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99830526,0.000051613806,0.0004654909,0.0002904479,0.00026254647,0.0006246631],"domain_scores_gemma":[0.998914,0.00036550328,0.00007903806,0.00032612158,0.00012548458,0.00018985194],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043769387,0.00036995858,0.00040365287,0.00025960614,0.00034443647,0.000100782636,0.00014988544,0.00014888722,0.000025662344],"category_scores_gemma":[0.00009702741,0.0003766005,0.0001193085,0.00030722955,0.000075188196,0.00048755435,0.000066934655,0.0001715518,0.000018770783],"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":[0.0011150932,0.002530612,0.10092557,0.01261065,0.005289493,0.00013578276,0.07128856,0.26993772,0.046574034,0.18518107,0.09925342,0.205158],"study_design_scores_gemma":[0.0038083221,0.00024455137,0.0071280105,0.00040396155,0.00042957612,0.000033076303,0.0006012491,0.76776373,0.015343809,0.003235461,0.1991002,0.0019080278],"about_ca_topic_score_codex":0.000008406315,"about_ca_topic_score_gemma":0.000008532891,"teacher_disagreement_score":0.49782604,"about_ca_system_score_codex":0.00008169437,"about_ca_system_score_gemma":0.000018021725,"threshold_uncertainty_score":0.9998686},"labels":[],"label_agreement":null},{"id":"W2674999091","doi":"","title":"Surface-based Segmentation of 3D Point Cloud Data in the Vector Field Representation.","year":2012,"lang":"en","type":"article","venue":"GRAPP/IVAPP","topic":"3D Shape Modeling and Analysis","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":"Université Laval","funders":"","keywords":"Point cloud; Representation (politics); Segmentation; Computer vision; Artificial intelligence; Computer science; Field (mathematics); Surface (topology); Cloud computing; Point (geometry); Remote sensing; Geography; Mathematics; Geometry","score_opus":0.04727568803454709,"score_gpt":0.28297663233631093,"score_spread":0.23570094430176383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2674999091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8916023,0.0005808111,0.10611229,0.000590773,0.00023768847,0.00014697539,0.00003534225,0.00007413076,0.0006197211],"genre_scores_gemma":[0.997109,0.000030664327,0.0024926679,0.000098491604,0.000087670036,0.0000060073908,0.00014821255,0.000010812377,0.000016449054],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992891,0.00005483229,0.00021345155,0.000111808586,0.00017645682,0.00015432847],"domain_scores_gemma":[0.9992553,0.00014341371,0.00003495601,0.00052338553,0.00001682143,0.000026131076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038512424,0.00008113325,0.00011830379,0.000060081395,0.000031274714,0.000015969828,0.000246128,0.000040126404,0.00006377409],"category_scores_gemma":[0.000039977345,0.00006477494,0.00003949713,0.00029793568,0.000011965021,0.00014219762,0.000023562472,0.000099152036,0.000014746737],"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":[0.000047964157,0.00032014094,0.10573787,0.00028339637,0.0002411512,0.000005567303,0.007216614,0.8205638,0.022849927,0.00030693068,0.03092889,0.011497775],"study_design_scores_gemma":[0.0007858076,0.00003466675,0.008468786,0.000060668426,0.0001346226,0.0000019111376,0.0014943186,0.9615118,0.026450522,0.00022532587,0.00053055765,0.00030101626],"about_ca_topic_score_codex":0.00019823399,"about_ca_topic_score_gemma":0.000033864617,"teacher_disagreement_score":0.14094803,"about_ca_system_score_codex":0.000015834803,"about_ca_system_score_gemma":0.000007698628,"threshold_uncertainty_score":0.26414454},"labels":[],"label_agreement":null}]}