{"meta":{"query_hash":"7e042841a44c","filters":{"venue":"International Symposium on Algorithms and Computation"},"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/7e042841a44c","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Symposium+on+Algorithms+and+Computation"},"results":[{"id":"W2134477988","doi":"10.22059/jac.2013.7802","title":"Numerical Modeling of Launching Offshore Jackets from Transportation Barge & the Significance of Water Entry Forces on Horizontal Jacket Members","year":2013,"lang":"en","type":"article","venue":"International Symposium on Algorithms and Computation","topic":"Fluid Dynamics Simulations and Interactions","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":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"BARGE; Submarine pipeline; Marine engineering; Trajectory; Engineering; Impact; Structural engineering; Fictitious force; Geotechnical engineering; Geology; Mechanics; Physics","score_opus":0.007515103890187844,"score_gpt":0.2238476563637881,"score_spread":0.21633255247360025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134477988","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3815405,0.000631868,0.561107,0.00051539904,0.00021634217,0.00016621701,0.0004702362,0.00061392214,0.054738514],"genre_scores_gemma":[0.9508497,0.0005203624,0.028236786,0.00005101159,0.000037624817,0.00017370698,0.0002167148,0.00010575141,0.019808436],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998467,0.00002892742,0.000009080169,0.000022761498,0.000053688,0.000038857033],"domain_scores_gemma":[0.9998155,0.00006414104,0.00004228481,0.000016390135,0.000033400116,0.00002831057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019789096,0.0004979045,0.00053186115,0.00035399923,0.00085726613,0.0011184243,0.0007965352,0.0013872471,0.002606399],"category_scores_gemma":[0.0005980643,0.0003640571,0.0006380149,0.0003663019,0.0007833264,0.0005676724,0.0007170061,0.0005802825,0.0005904337],"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":[0.000012846758,0.000012811265,0.0007398509,0.000018908107,0.000004698201,0.00012786104,0.00003295577,0.9926796,0.0024694847,0.001861654,0.00014473348,0.0018945673],"study_design_scores_gemma":[0.0000029786765,0.00001359658,0.00029356894,0.000003679143,0.0000022878287,0.000028527405,0.000027048409,0.99823546,0.00044950825,0.00040722813,0.0005314339,0.0000046056043],"about_ca_topic_score_codex":0.01360328,"about_ca_topic_score_gemma":0.006151548,"teacher_disagreement_score":0.01360328,"about_ca_system_score_codex":0.00068788655,"about_ca_system_score_gemma":0.0012171778,"threshold_uncertainty_score":0.02704817},"labels":[],"label_agreement":null},{"id":"W2523890437","doi":"","title":"Algorithms and Computation, 20th International ymposium, ISAAC","year":2009,"lang":"en","type":"article","venue":"International Symposium on Algorithms and Computation","topic":"Computability, Logic, AI Algorithms","field":"Computer 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 Waterloo","funders":"","keywords":"Computer science; Computation; Algorithm; Theoretical computer science","score_opus":0.015489794918029135,"score_gpt":0.2824291897814106,"score_spread":0.2669393948633814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523890437","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009657363,0.35922483,0.2989316,0.02846978,0.13462718,0.0002778354,0.0020339964,0.0034512326,0.16332622],"genre_scores_gemma":[0.101635166,0.22955601,0.17662564,0.0039365855,0.06547329,0.0008401381,0.0062602316,0.004705313,0.4109676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978054,0.0005874312,0.00016456832,0.0006009965,0.00062380556,0.0002178044],"domain_scores_gemma":[0.9968792,0.0009136938,0.00009724305,0.0006630233,0.0010692367,0.00037772383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046750214,0.003043814,0.0025719714,0.0033966093,0.0017410698,0.0055356342,0.0019498253,0.0017403516,0.025289468],"category_scores_gemma":[0.0061955615,0.0009923257,0.0015708033,0.0039784512,0.0028790613,0.005729239,0.003797833,0.0053838296,0.008949776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029738282,0.0001433848,0.0007417231,0.00081328826,0.00013177407,0.00014181234,0.0002013458,0.00413962,0.0014241368,0.06691379,0.6282907,0.29676107],"study_design_scores_gemma":[0.00010438932,0.00021432825,0.002834148,0.00074748223,0.00015994605,0.00052227976,0.0001933805,0.030972403,0.002683417,0.08139188,0.88011175,0.00006464137],"about_ca_topic_score_codex":0.006434852,"about_ca_topic_score_gemma":0.008247304,"teacher_disagreement_score":0.025289468,"about_ca_system_score_codex":0.004368759,"about_ca_system_score_gemma":0.0031746693,"threshold_uncertainty_score":0.0846017},"labels":[],"label_agreement":null},{"id":"W438426033","doi":"10.22059/jac.2013.7732","title":"شناسایی سیستم و طراحی کنترل بهینه با استفاده از الگوریتم ژنتیک برای کنترل ارتعاشات یک بال هوشمند","year":2013,"lang":"fa","type":"article","venue":"International Symposium on Algorithms and Computation","topic":"Engineering Applied Research","field":"Engineering","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":"Concordia University","funders":"","keywords":"Transfer function; Actuator; Control theory (sociology); System identification; MATLAB; Controller (irrigation); Computer science; PID controller; Genetic algorithm; Identification (biology); Fin; Vibration; Control engineering; Engineering; Data modeling; Artificial intelligence; Temperature control; Control (management); Acoustics; Physics","score_opus":0.010025998179933009,"score_gpt":0.25488040274125945,"score_spread":0.24485440456132643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W438426033","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019900186,0.00058180187,0.9731942,0.00022398184,0.00010312754,0.000039361374,0.000026828639,0.00020597782,0.0057246545],"genre_scores_gemma":[0.41262785,0.002249028,0.5662682,0.00018024733,0.000117719486,0.00016204115,0.00013170623,0.0001227862,0.018140504],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997464,0.00002883781,0.000016703561,0.000066276094,0.00012364211,0.000018229211],"domain_scores_gemma":[0.999814,0.000048885937,0.00005158895,0.00003082615,0.00004651557,0.000008237395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002893498,0.0003671595,0.0003932838,0.00030718933,0.00031278247,0.00060772075,0.00042302534,0.00061760755,0.0029030296],"category_scores_gemma":[0.000513051,0.00028522272,0.00026059186,0.0003192456,0.000523155,0.0005872278,0.0005601374,0.0006927642,0.0013889365],"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":[0.00020987599,0.00009550181,0.0011374704,0.00069560827,0.000047692036,0.0008484591,0.0003242092,0.09464606,0.31278598,0.037462216,0.0019980322,0.54974884],"study_design_scores_gemma":[0.00006080579,0.00076881156,0.0037390692,0.00015849959,0.000076700744,0.0029490679,0.0006165644,0.6380615,0.22452503,0.03841391,0.090514526,0.000115521354],"about_ca_topic_score_codex":0.0007457002,"about_ca_topic_score_gemma":0.0009948119,"teacher_disagreement_score":0.0029030296,"about_ca_system_score_codex":0.00024355613,"about_ca_system_score_gemma":0.00052317244,"threshold_uncertainty_score":0.009711623},"labels":[],"label_agreement":null}]}