{"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":"33e1e39b00d6","filters":{"venue":"Congress on Modelling and Simulation"}},"results":[{"id":"W2589460910","doi":"","title":"Generating confidence intervals for spatial simulations - Determining the number of replications for spatial terminating simulations","year":2005,"lang":"en","type":"article","venue":"Congress on Modelling and Simulation","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Parks Canada","funders":"","keywords":"Normalization property; Statistics; Confidence interval; Computer science; Mathematics","authors":[{"name":"Robert M. Itami","is_ca":false},{"name":"Darrel Zell","is_ca":true},{"name":"Frank Grigel","is_ca":true},{"name":"Randy Gimblett","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1658878958611377,"gpt":0.4509049711280084,"spread":0.2850170752668707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1400126,0.001470537,0.003598764,0.004416074,0.001906973,0.005445689,0.005260943,0.005411903,0.00358795],"category_scores_gemma":[0.5991469,0.002020229,0.003839973,0.00251723,0.003724661,0.00694514,0.004862968,0.007493283,0.0007500341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00228451,"about_ca_system_score_gemma":0.003281974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002156178,"about_ca_topic_score_gemma":0.001599684,"domain_scores_codex":[0.9094344,0.06812233,0.005795863,0.00669645,0.008774599,0.00117633],"domain_scores_gemma":[0.2388011,0.6741661,0.0134686,0.04644593,0.02496993,0.002148313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00352874,0.0004635754,0.03135519,0.001399893,0.001785063,0.0008520937,0.00261483,0.516506,0.01093274,0.223832,0.003279368,0.2034505],"study_design_scores_gemma":[0.0002903066,0.0002809854,0.00301787,0.0004813698,0.0002518233,0.0002302843,0.0002250082,0.8868776,0.008056773,0.09804356,0.00212878,0.0001156728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02272341,0.0005317956,0.974624,0.0002210065,0.00009716558,0.0003044461,0.0001165678,0.0004227271,0.0009589694],"genre_scores_gemma":[0.324958,0.0003788938,0.6715491,0.0002118657,0.00009571416,0.001203718,0.0006187835,0.0004261637,0.0005577766],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1400126,"threshold_uncertainty_score":0.7404661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W664684","doi":"","title":"Characteristics of outbreak-response databases: Canadian SARS example","year":2009,"lang":"en","type":"article","venue":"Congress on Modelling and Simulation","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"York University; University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Outbreak; Medicine; Epidemiology; Database; Public health; Medical record; Pediatrics; Pathology; Internal medicine","authors":[{"name":"Wilfred R. Cuff","is_ca":true},{"name":"Binhua Liang","is_ca":true},{"name":"Venkata R. Duvvuri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1296129187985664,"gpt":0.3796784373304963,"spread":0.2500655185319299,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004565503,0.000532816,0.0007170431,0.003150382,0.001720479,0.002212443,0.001980285,0.00130715,0.002663934],"category_scores_gemma":[0.02884601,0.0004523227,0.0007061438,0.008375339,0.0007664615,0.001410767,0.0006566891,0.0006845141,0.0003817034],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01414238,"about_ca_system_score_gemma":0.01351113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8867753,"about_ca_topic_score_gemma":0.8656524,"domain_scores_codex":[0.9961149,0.0005508667,0.0003992772,0.0004940488,0.00179423,0.0006467791],"domain_scores_gemma":[0.9771199,0.01038857,0.001219943,0.001782336,0.008662793,0.0008265357],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003246092,0.00096696,0.5046549,0.0006802505,0.0004773114,0.00198498,0.001755279,0.314935,0.003065513,0.02263892,0.08151994,0.0640747],"study_design_scores_gemma":[0.0006377382,0.0002436023,0.3300892,0.00009031243,0.0002059482,0.001005735,0.002899623,0.6200659,0.003686262,0.005575809,0.03535595,0.000143916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.903873,0.0005878299,0.004067691,0.002577221,0.00004334894,0.0004298246,0.07704502,0.0005546135,0.01082153],"genre_scores_gemma":[0.9350586,0.0003943834,0.006334384,0.0001470453,0.00001693318,0.0001173203,0.05566757,0.00005134292,0.002212426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9954345,"threshold_uncertainty_score":0.2277829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2187451558","doi":"","title":"An assessment of DInSAR potential for simulating geological subsurface structure","year":2013,"lang":"en","type":"article","venue":"Congress on Modelling and Simulation","topic":"Synthetic Aperture Radar (SAR) Applications and Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geology; Deformation (meteorology); Remote sensing; Interferometry; Subsidence; Satellite; Deformation monitoring; Geodesy; Interferometric synthetic aperture radar; GNSS augmentation; Geophysics; Seismology; Synthetic aperture radar; Structural basin; Geomorphology","authors":[{"name":"Negin Fouladi Moghaddam","is_ca":false},{"name":"Christoph Rüdiger","is_ca":false},{"name":"Sergey Samsonov","is_ca":true},{"name":"Jeffrey P. Walker","is_ca":false},{"name":"Walter David Michael Hall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01725327971111569,"gpt":0.2960128735713432,"spread":0.2787595938602275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001621534,0.0004708058,0.0002485349,0.0003872619,0.0001507109,0.0006989454,0.0005735286,0.000392443,0.001554442],"category_scores_gemma":[0.0023158,0.0001933894,0.0003098353,0.0004096344,0.0001678612,0.000593855,0.000411472,0.000296971,0.0002390834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003607377,"about_ca_system_score_gemma":0.0003523069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004778146,"about_ca_topic_score_gemma":0.004513402,"domain_scores_codex":[0.9997488,0.0001020885,0.00001896588,0.00003679237,0.00006196868,0.00003136783],"domain_scores_gemma":[0.9991044,0.0004081163,0.00005778673,0.0001469186,0.0002190198,0.00006374235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000490719,0.0001224962,0.01758245,0.0001192617,0.00007278752,0.0001008862,0.00004397143,0.9334507,0.01004468,0.001691011,0.000607257,0.03567376],"study_design_scores_gemma":[0.00001234598,0.00006583704,0.00123404,0.000004957269,0.000008650496,0.00001348698,0.00002030459,0.9957266,0.002272224,0.0002168223,0.0004192986,0.000005501648],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8363862,0.0005261558,0.1447423,0.0003510776,0.0001102133,0.000132471,0.002015577,0.002412756,0.01332328],"genre_scores_gemma":[0.9548835,0.0001393491,0.04339864,0.00003489872,0.000006399644,0.00002712602,0.0008905733,0.00005926596,0.0005602743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004778146,"threshold_uncertainty_score":0.009500682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}