{"meta":{"query_hash":"abccdc1b550f","filters":{"venue":"The Proceedings of the Coastal Sediments 2011"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/abccdc1b550f","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Proceedings+of+the+Coastal+Sediments+2011"},"results":[{"id":"W1995716249","doi":"10.1142/9789814355537_0196","title":"COMPARISON OF A PHYSICAL AND NUMERICAL MOBILE-BED MODEL OF BEACH AND T-HEAD GROIN INTERACTION","year":2011,"lang":"en","type":"article","venue":"The Proceedings of the Coastal Sediments 2011","topic":"Coastal and Marine Dynamics","field":"Earth and Planetary Sciences","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":"National Research Council Canada","funders":"","keywords":"Groin; Head (geology); Numerical models; Computer science; Simulation; Geology; Computer simulation; Medicine; Surgery; Geomorphology","score_opus":0.03174751408901296,"score_gpt":0.25601957598998987,"score_spread":0.2242720619009769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995716249","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":[0.9964368,0.000038769904,0.000036208447,0.00003212668,0.00004713591,0.00019541741,0.000046770267,0.000006613875,0.003160191],"genre_scores_gemma":[0.9995938,0.000007528982,0.0002381309,0.000009772931,0.000013388641,0.0000014885806,0.00000458215,0.0000031259162,0.00012817225],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99935985,0.000007815962,0.00020571525,0.00012495588,0.00018262415,0.000119049924],"domain_scores_gemma":[0.9995612,0.00003616089,0.00023181357,0.0000643765,0.00006176128,0.000044719345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012468606,0.00010087068,0.00021757187,0.000028796876,0.000052291674,0.0000066832513,0.00019464263,0.000027595528,0.000035212273],"category_scores_gemma":[0.000011120159,0.000056753688,0.000048013568,0.00006819787,0.00023633512,0.00016171334,0.00017395952,0.00011817378,0.0000011298991],"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":[0.0011002702,0.0004885614,0.9060171,0.00024197824,0.00010960812,9.877821e-8,0.014762287,0.00040050913,0.034702327,0.0011754574,0.00024820075,0.04075355],"study_design_scores_gemma":[0.0009312277,0.0017477463,0.2732396,0.000116213756,0.00019591898,0.000020282398,0.0033583252,0.66421866,0.046185758,0.009652247,0.00007124227,0.00026276163],"about_ca_topic_score_codex":0.0024751478,"about_ca_topic_score_gemma":0.00014983554,"teacher_disagreement_score":0.6638182,"about_ca_system_score_codex":0.0000012509716,"about_ca_system_score_gemma":0.000008772466,"threshold_uncertainty_score":0.37416995},"labels":[],"label_agreement":null},{"id":"W2319003748","doi":"10.1142/9789814355537_0085","title":"RELATIONSHIP BETWEEN VORTEX ACTIVITY AND PSEUDO LIQUIFACTION AT A LOWER STOSS-SIDE RIPPLE SURFACE","year":2011,"lang":"en","type":"article","venue":"The Proceedings of the Coastal Sediments 2011","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Ripple; Vortex; Surface (topology); Computer science; Physics; Geometry; Meteorology; Mathematics; Thermodynamics","score_opus":0.023581529342861406,"score_gpt":0.21522670372517533,"score_spread":0.19164517438231393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319003748","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":[0.99564564,0.00002409836,0.00025827205,0.000117267125,0.00012825061,0.00018270404,0.000026277912,0.000064583575,0.0035529032],"genre_scores_gemma":[0.9982898,0.000012856973,0.00021915963,0.000013429395,0.00002947419,0.000004797518,0.0000023552016,0.000023008124,0.0014050966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992967,0.000008658881,0.00018578481,0.00014362535,0.00020133345,0.00016388476],"domain_scores_gemma":[0.999589,0.000043657983,0.000113078015,0.00013204469,0.00006464796,0.00005752553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025193428,0.00014083179,0.00015071845,0.000038740764,0.00018909128,0.000025351588,0.00020620122,0.00007168793,0.000083511135],"category_scores_gemma":[0.000024171282,0.00009509181,0.000077051125,0.00014454861,0.00008858407,0.00027884688,0.00019639275,0.00016851687,0.000026249216],"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":[0.00021836397,0.00009444613,0.8475425,0.00011667896,0.00032226738,2.2267517e-7,0.0025550062,0.00054897944,0.14449838,0.0018972498,0.0017997498,0.00040615056],"study_design_scores_gemma":[0.00032019443,0.00006390567,0.9213829,0.000022461527,0.00019006728,0.000003540794,0.00012860393,0.020419307,0.055644874,0.0014913159,0.00012762185,0.00020521139],"about_ca_topic_score_codex":0.00026850202,"about_ca_topic_score_gemma":0.00007322806,"teacher_disagreement_score":0.08885351,"about_ca_system_score_codex":0.00003778933,"about_ca_system_score_gemma":0.000006200592,"threshold_uncertainty_score":0.38777316},"labels":[],"label_agreement":null},{"id":"W2331676129","doi":"10.1142/9789814355537_0051","title":"MORPHOLOGICAL RESPONSE OF OFFSHORE SHOALS TO DREDGING SCENARIOS","year":2011,"lang":"en","type":"article","venue":"The Proceedings of the Coastal Sediments 2011","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"W.F. Baird & Associates Coastal Engineers (Canada)","funders":"","keywords":"Shoal; Dredging; Submarine pipeline; Marine engineering; Computer science; Environmental science; Oceanography; Geology; Engineering","score_opus":0.06017100600232886,"score_gpt":0.23580514911923242,"score_spread":0.17563414311690356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331676129","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":[0.98969066,0.000015583466,0.000005527479,0.0010408789,0.00008235977,0.00035215527,0.000013743708,0.000018046409,0.008781023],"genre_scores_gemma":[0.99702704,0.0000041824833,0.000378282,0.00026497347,0.000018428615,0.0000130220615,2.0288999e-7,0.000010176646,0.0022837215],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987588,0.00003901072,0.00029703532,0.00021526111,0.0004114019,0.00027852255],"domain_scores_gemma":[0.9994784,0.000045207198,0.0002010105,0.0001742951,0.000029807985,0.00007126468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010273946,0.0001437335,0.0002049587,0.000025638876,0.00019595026,0.000008309807,0.0008942563,0.000052535557,0.0006435107],"category_scores_gemma":[0.00009851025,0.00007126441,0.00009985619,0.00016778655,0.0006576387,0.00009251853,0.001869833,0.00012652915,0.000116613344],"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":[0.0025221335,0.00047464977,0.27125543,0.000049654995,0.00011918847,0.000001958498,0.052537095,0.00006112679,0.65681905,0.00024591494,0.015255702,0.00065810385],"study_design_scores_gemma":[0.0003921449,0.00047258157,0.5114143,0.00008740361,0.00006976579,0.000016697893,0.0043206494,0.00002705966,0.47924662,0.0016713808,0.0020591195,0.00022232738],"about_ca_topic_score_codex":0.0005439312,"about_ca_topic_score_gemma":0.000014924139,"teacher_disagreement_score":0.24015883,"about_ca_system_score_codex":0.000023947889,"about_ca_system_score_gemma":0.0000041520507,"threshold_uncertainty_score":0.7045991},"labels":[],"label_agreement":null}]}