{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"abccdc1b550f","filters":{"venue":"The Proceedings of the Coastal Sediments 2011"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Mohammad Dibajnia","is_ca":true},{"name":"Rob Nairn","is_ca":true},{"name":"GEOFFRY WIKEL","is_ca":false},{"name":"R. V. Amato","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06017100600232886,"gpt":0.2358051491192324,"spread":0.1756341431169036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001027395,0.0001437335,0.0002049587,0.00002563888,0.0001959503,0.000008309807,0.0008942563,0.00005253556,0.0006435107],"category_scores_gemma":[0.00009851025,0.00007126441,0.00009985619,0.0001677866,0.0006576387,0.00009251853,0.001869833,0.0001265292,0.0001166133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002394789,"about_ca_system_score_gemma":0.000004152051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005439312,"about_ca_topic_score_gemma":0.00001492414,"domain_scores_codex":[0.9987588,0.00003901072,0.0002970353,0.0002152611,0.0004114019,0.0002785226],"domain_scores_gemma":[0.9994784,0.0000452072,0.0002010105,0.0001742951,0.00002980798,0.00007126468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002522134,0.0004746498,0.2712554,0.00004965499,0.0001191885,0.000001958498,0.05253709,0.00006112679,0.656819,0.0002459149,0.0152557,0.0006581038],"study_design_scores_gemma":[0.0003921449,0.0004725816,0.5114143,0.00008740361,0.00006976579,0.00001669789,0.004320649,0.00002705966,0.4792466,0.001671381,0.00205912,0.0002223274],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896907,0.00001558347,0.000005527479,0.001040879,0.00008235977,0.0003521553,0.00001374371,0.00001804641,0.008781023],"genre_scores_gemma":[0.997027,0.000004182483,0.000378282,0.0002649735,0.00001842861,0.00001302206,2.0289e-7,0.00001017665,0.002283721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2401588,"threshold_uncertainty_score":0.7045991,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Ripple; Vortex; Surface (topology); Computer science; Physics; Geometry; Meteorology; Mathematics; Thermodynamics","authors":[{"name":"Stephane Montreuil","is_ca":true},{"name":"Bernard Long","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02358152934286141,"gpt":0.2152267037251753,"spread":0.1916451743823139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002519343,0.0001408318,0.0001507184,0.00003874076,0.0001890913,0.00002535159,0.0002062012,0.00007168793,0.00008351114],"category_scores_gemma":[0.00002417128,0.00009509181,0.00007705113,0.0001445486,0.00008858407,0.0002788469,0.0001963927,0.0001685169,0.00002624922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003778933,"about_ca_system_score_gemma":0.000006200592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000268502,"about_ca_topic_score_gemma":0.00007322806,"domain_scores_codex":[0.9992967,0.000008658881,0.0001857848,0.0001436254,0.0002013334,0.0001638848],"domain_scores_gemma":[0.999589,0.00004365798,0.000113078,0.0001320447,0.00006464796,0.00005752553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000218364,0.00009444613,0.8475425,0.000116679,0.0003222674,2.226752e-7,0.002555006,0.0005489794,0.1444984,0.00189725,0.00179975,0.0004061506],"study_design_scores_gemma":[0.0003201944,0.00006390567,0.9213829,0.00002246153,0.0001900673,0.000003540794,0.0001286039,0.02041931,0.05564487,0.001491316,0.0001276219,0.0002052114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956456,0.00002409836,0.000258272,0.0001172671,0.0001282506,0.000182704,0.00002627791,0.00006458358,0.003552903],"genre_scores_gemma":[0.9982898,0.00001285697,0.0002191596,0.0000134294,0.00002947419,0.000004797518,0.000002355202,0.00002300812,0.001405097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08885351,"threshold_uncertainty_score":0.3877732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Brian Joyner","is_ca":false},{"name":"Paul Knox","is_ca":true},{"name":"Atilla Bayram","is_ca":false},{"name":"Lihwa Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03174751408901296,"gpt":0.2560195759899899,"spread":0.2242720619009769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001246861,0.0001008707,0.0002175719,0.00002879688,0.00005229167,0.000006683251,0.0001946426,0.00002759553,0.00003521227],"category_scores_gemma":[0.00001112016,0.00005675369,0.00004801357,0.00006819787,0.0002363351,0.0001617133,0.0001739595,0.0001181738,0.000001129899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001250972,"about_ca_system_score_gemma":0.000008772466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002475148,"about_ca_topic_score_gemma":0.0001498355,"domain_scores_codex":[0.9993598,0.000007815962,0.0002057152,0.0001249559,0.0001826241,0.0001190499],"domain_scores_gemma":[0.9995612,0.00003616089,0.0002318136,0.0000643765,0.00006176128,0.00004471935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00110027,0.0004885614,0.9060171,0.0002419782,0.0001096081,9.877821e-8,0.01476229,0.0004005091,0.03470233,0.001175457,0.0002482008,0.04075355],"study_design_scores_gemma":[0.0009312277,0.001747746,0.2732396,0.0001162138,0.000195919,0.0000202824,0.003358325,0.6642187,0.04618576,0.009652247,0.00007124227,0.0002627616],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964368,0.0000387699,0.00003620845,0.00003212668,0.00004713591,0.0001954174,0.00004677027,0.000006613875,0.003160191],"genre_scores_gemma":[0.9995938,0.000007528982,0.0002381309,0.000009772931,0.00001338864,0.000001488581,0.00000458215,0.000003125916,0.0001281723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6638182,"threshold_uncertainty_score":0.3741699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}