{"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":"b6abe5305b63","filters":{"venue":"2012 IEEE/AIAA 31st Digital Avionics Systems Conference (DASC)"}},"results":[{"id":"W2093748878","doi":"10.1109/dasc.2012.6382290","title":"Review of visual clutter and its effects on pilot performance: A new look at past research","year":2012,"lang":"en","type":"article","venue":"2012 IEEE/AIAA 31st Digital Avionics Systems Conference (DASC)","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bombardier (Canada); Polytechnique Montréal","funders":"","keywords":"Clutter; Computer science; Task (project management); Empirical research; Artificial intelligence; Human–computer interaction; Computer vision; Radar; Engineering; Telecommunications; Systems engineering","authors":[{"name":"Philippe Doyon-Poulin","is_ca":true},{"name":"Jean‐Marc Robert","is_ca":true},{"name":"B. Ouellette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.113092589945789,"gpt":0.4041643554594856,"spread":0.2910717655136966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004268697,0.001336329,0.003462151,0.004823409,0.0007027558,0.003188446,0.001797625,0.002060679,0.0039303],"category_scores_gemma":[0.01490956,0.0009631045,0.001413818,0.005316369,0.00165875,0.002865496,0.001063559,0.002128736,0.001275052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002302296,"about_ca_system_score_gemma":0.003184266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006678993,"about_ca_topic_score_gemma":0.009673925,"domain_scores_codex":[0.9981724,0.0005452827,0.0003797006,0.0004262269,0.000405441,0.00007102382],"domain_scores_gemma":[0.967677,0.0257067,0.001597631,0.0004564241,0.004137168,0.00042508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005838796,0.0002939787,0.003053848,0.1131079,0.0008566195,0.0001423398,0.0005794773,0.0006623708,0.001203625,0.004208684,0.02335307,0.8519542],"study_design_scores_gemma":[0.00012757,0.002319077,0.06493797,0.199316,0.005037776,0.001826405,0.002180471,0.0007884933,0.002142095,0.01426483,0.7066864,0.0003729902],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004804448,0.998022,0.000166615,0.000598527,0.0001826423,0.000006725166,0.00003662522,0.000005349691,0.0005010022],"genre_scores_gemma":[0.003201388,0.9951201,0.0003454027,0.0005837099,0.0004718399,0.00001895367,0.0000489419,0.000008165529,0.0002014464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006678993,"threshold_uncertainty_score":0.02257526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082911481","doi":"10.1109/dasc.2012.6382420","title":"Optimizing an incremental Modular Open System Approach (MOSA) in avionics systems for balanced architecture decisions","year":2012,"lang":"en","type":"article","venue":"2012 IEEE/AIAA 31st Digital Avionics Systems Conference (DASC)","topic":"Safety Systems Engineering in Autonomy","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"Naval Air Systems Command; Binghamton University","keywords":"Modular design; Procurement; Key (lock); Systems engineering; Avionics; Software engineering; Reuse; Computer science; Engineering; Embedded system; Operating system","authors":[{"name":"Thomas Gaska","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04465756303437932,"gpt":0.2507641115803232,"spread":0.2061065485459439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006383843,0.0008004756,0.0003900008,0.00139364,0.0009287379,0.002468981,0.001290308,0.0007421803,0.002956578],"category_scores_gemma":[0.009152707,0.0005802318,0.0008829193,0.0006638539,0.001365388,0.002869793,0.002906479,0.001607251,0.0005668276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002417966,"about_ca_system_score_gemma":0.004718456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00288121,"about_ca_topic_score_gemma":0.007344919,"domain_scores_codex":[0.9950877,0.002357399,0.0002249078,0.000387478,0.001578498,0.0003640205],"domain_scores_gemma":[0.995899,0.001602256,0.0005272755,0.0006525894,0.001102672,0.0002162421],"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":[0.0001510899,0.0002885837,0.006233681,0.0004800151,0.000112799,0.0003200293,0.001922246,0.4998855,0.02594175,0.1317956,0.002666523,0.3302022],"study_design_scores_gemma":[0.0001137435,0.0008600528,0.003980008,0.0003257389,0.0001454623,0.0002781098,0.001826011,0.796976,0.02195564,0.1305542,0.04286678,0.00011819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04988592,0.0001842356,0.9337266,0.0006553226,0.00002893785,0.0005095309,0.00006355691,0.001005545,0.01394041],"genre_scores_gemma":[0.2519399,0.0001609046,0.7447144,0.0001237016,0.00001133795,0.0002955055,0.0001323896,0.0002111806,0.002410695],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006383843,"threshold_uncertainty_score":0.03376138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230710800","doi":"10.1109/dasc.2012.6382963","title":"Review of visual clutter and its effects on pilot performance: New look at past research","year":2012,"lang":"en","type":"article","venue":"2012 IEEE/AIAA 31st Digital Avionics Systems Conference (DASC)","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bombardier (Canada); Polytechnique Montréal","funders":"","keywords":"Clutter; Computer science; Context (archaeology); Task (project management); Interference (communication); Visual search; Artificial intelligence; Engineering; Telecommunications; Radar; Geography; Systems engineering","authors":[{"name":"Philippe Doyon-Poulin","is_ca":true},{"name":"B. Ouellette","is_ca":true},{"name":"Jean‐Marc Robert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1133196679611556,"gpt":0.4041203411642064,"spread":0.2908006732030508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002222125,0.0009337025,0.002682798,0.004057277,0.0004271037,0.001975266,0.001166879,0.001233341,0.002869049],"category_scores_gemma":[0.006069468,0.0005781551,0.0007791233,0.004387864,0.0009730194,0.002144698,0.0007086314,0.00165499,0.001167639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009345769,"about_ca_system_score_gemma":0.001893218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003233337,"about_ca_topic_score_gemma":0.006949348,"domain_scores_codex":[0.9992774,0.0001547395,0.0001829322,0.0001788888,0.0001746217,0.00003132677],"domain_scores_gemma":[0.9895611,0.007736893,0.0006592991,0.0001503082,0.001719957,0.0001724517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003147691,0.0001677227,0.001460951,0.06407622,0.0004579243,0.0001802764,0.0002614559,0.0002217004,0.002146764,0.001465576,0.02466409,0.9045825],"study_design_scores_gemma":[0.00007206634,0.001726779,0.03750291,0.06779395,0.002587409,0.003007314,0.001213716,0.0002963409,0.002712752,0.004891418,0.8779601,0.0002351914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002416861,0.9988151,0.00008907219,0.0003375499,0.000189605,0.000003847285,0.00002610098,0.00000328986,0.0002938204],"genre_scores_gemma":[0.001294152,0.997305,0.0002047654,0.0004210481,0.000527926,0.00001142011,0.00003671721,0.00000422641,0.0001946652],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004057277,"threshold_uncertainty_score":0.01175183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}