{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2020,"total_is_capped":false,"direct_labels_cover":3,"predictions_cover":2020,"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":"5982c73a7590","filters":{"venue":"Summit (Simon Fraser University)"}},"results":[{"id":"W2163415258","doi":"","title":"Beyond Actions: Discriminative Models for Contextual Group Activities","year":2010,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Human Pose and Action Recognition","field":"Computer Science","cited_by":146,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Discriminative model; Latent variable; Inference; Computer science; Machine learning; Artificial intelligence; Latent variable model; Group (periodic table); Tree structure; Tree (set theory); Data structure; Mathematics","authors":[{"name":"Tian Lan","is_ca":true},{"name":"Yang Wang","is_ca":false},{"name":"Weilong Yang","is_ca":true},{"name":"Greg Mori","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02761959028687077,"gpt":0.236080191441148,"spread":0.2084606011542773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005783,0.0009372981,0.001068787,0.0007541541,0.0003624829,0.0009051338,0.001621445,0.0009925772,0.00249611],"category_scores_gemma":[0.002755858,0.0004868163,0.0009653405,0.001160827,0.0008755612,0.002060913,0.001122392,0.002199733,0.0009420378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005973032,"about_ca_system_score_gemma":0.0005709385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005967481,"about_ca_topic_score_gemma":0.008339007,"domain_scores_codex":[0.9992852,0.0002029959,0.00002277164,0.0002874481,0.00008990199,0.0001117532],"domain_scores_gemma":[0.9989392,0.0004889469,0.0001309044,0.00027394,0.00008577672,0.00008128508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006280327,0.0004912986,0.01630756,0.0002394404,0.00023716,0.0003109868,0.0005424777,0.4164505,0.01114004,0.04446905,0.009377713,0.4998057],"study_design_scores_gemma":[0.00001095058,0.0000660134,0.001899018,0.00001730919,0.00002647307,0.00006798825,0.00003978546,0.9725281,0.0008230094,0.02288126,0.001628161,0.00001188107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04510659,0.0007297245,0.9499398,0.0004097613,0.00006144605,0.00006185691,0.0003883018,0.0009769049,0.002325661],"genre_scores_gemma":[0.8864335,0.0006530907,0.1059425,0.0003025062,0.0001556202,0.0001380424,0.001697946,0.0001837064,0.004492922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005967481,"threshold_uncertainty_score":0.0118655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2397711071","doi":"10.5446/31094","title":"The Rehabilitation of MaxRGB","year":2011,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Artificial intelligence; Computer vision; Computer science; Preprocessor; Color constancy; Set (abstract data type); Color balance; Range (aeronautics); Tone mapping; Color image; Image processing; High dynamic range; Image (mathematics); Pattern recognition (psychology); Mathematics; Dynamic range","authors":[{"name":"Brian Funt","is_ca":true},{"name":"Lilong Shi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01264617713349814,"gpt":0.2070612536904027,"spread":0.1944150765569046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008313325,0.00221493,0.001595183,0.001914196,0.001178719,0.002895378,0.00451375,0.002197924,0.00996858],"category_scores_gemma":[0.01725458,0.0009009156,0.001104004,0.002303683,0.001393591,0.004340477,0.003479573,0.002032069,0.011817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117677,"about_ca_system_score_gemma":0.001378924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003388319,"about_ca_topic_score_gemma":0.003349145,"domain_scores_codex":[0.9945057,0.001920805,0.0002408188,0.001554351,0.001503362,0.0002749377],"domain_scores_gemma":[0.9919022,0.002458906,0.0004348913,0.003640863,0.001350855,0.0002122725],"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":[0.0008260496,0.0001637371,0.002905914,0.0004328696,0.0001493578,0.000171977,0.0002543057,0.01639393,0.03862318,0.01221652,0.03050275,0.8973593],"study_design_scores_gemma":[0.0001704945,0.0008054375,0.01112771,0.0002752931,0.0001466648,0.001924652,0.0002791682,0.6506601,0.1698703,0.02980051,0.1347163,0.0002234225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05041079,0.004214398,0.8953275,0.002575672,0.0005976615,0.0001842345,0.001118431,0.03172258,0.0138488],"genre_scores_gemma":[0.1979464,0.0009891035,0.7782174,0.001985782,0.0003417657,0.0002095397,0.003303571,0.006247817,0.01075859],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00996858,"threshold_uncertainty_score":0.04396558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1843871604","doi":"","title":"Modeling and Characterization of Traffic in Public Safety Wireless Networks","year":2006,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Weibull distribution; Computer network; Erlang (programming language); Uncorrelated; Autocorrelation; Log-normal distribution; Computer science; Engineering; Telecommunications; Statistics; Mathematics","authors":[{"name":"B. Vujicic","is_ca":true},{"name":"N. Cackov","is_ca":false},{"name":"Svetlana Vujičić","is_ca":false},{"name":"Ljiljana Trajković","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01700713796398249,"gpt":0.2102118052051963,"spread":0.1932046672412138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008303093,0.0005938148,0.0003182419,0.001013756,0.000323287,0.0007860411,0.0007093513,0.0006687422,0.0002772157],"category_scores_gemma":[0.004410698,0.0002536425,0.0002310806,0.001176569,0.0006212777,0.001357601,0.0002417578,0.0005525919,0.0001410667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022552,"about_ca_system_score_gemma":0.0006039031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006256431,"about_ca_topic_score_gemma":0.003386864,"domain_scores_codex":[0.9994156,0.0001855403,0.00002611745,0.00007721765,0.0001941431,0.0001013314],"domain_scores_gemma":[0.9983317,0.0009744406,0.0002883002,0.0001162866,0.0002507999,0.00003859386],"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":[0.00004453255,0.0000586836,0.01002215,0.0000270234,0.00001579683,0.0001080086,0.00008150373,0.9621006,0.007349491,0.00827035,0.0003013661,0.01162042],"study_design_scores_gemma":[0.000001148173,0.00001002536,0.002134698,0.000002667086,0.000002819015,0.00003444947,0.00002654582,0.9942035,0.0005723897,0.002816,0.0001914098,0.000004377153],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6356584,0.0005640734,0.3603195,0.0003126771,0.0000326462,0.00004743141,0.0004206262,0.0003339909,0.002310512],"genre_scores_gemma":[0.9912612,0.000298125,0.00762041,0.00001981588,0.00004058827,0.00003314569,0.0002772461,0.00002363912,0.0004258218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006256431,"threshold_uncertainty_score":0.01244003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1859724315","doi":"","title":"Witnessing the Colonialscape: lighting the intimate fires of Indigenous legal pluralism","year":2014,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Pluralism (philosophy); Legal pluralism; Environmental ethics; Political science; Architectural engineering; Law; Epistemology; Engineering; Philosophy; Ecology; Legal research; Biology; Legal realism","authors":[{"name":"Sarah E. Hunt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009717233732345803,"gpt":0.2571640451384504,"spread":0.2474468114061046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005153188,0.0004180175,0.000474533,0.001599575,0.04466217,0.01488367,0.001509157,0.002786235,0.003732662],"category_scores_gemma":[0.008685063,0.0005549909,0.0002803569,0.001733735,0.07846515,0.009234478,0.01522154,0.009151682,0.0002288833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02477528,"about_ca_system_score_gemma":0.01650673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.391977,"about_ca_topic_score_gemma":0.5945351,"domain_scores_codex":[0.9945297,0.003179035,0.00007274578,0.0003602574,0.0007398596,0.001118294],"domain_scores_gemma":[0.9942621,0.003557057,0.0004462732,0.0003899887,0.0005561847,0.0007883714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005835459,0.000005274347,0.0008130022,0.00003153061,0.000002600973,0.0003216736,0.9740285,0.00002067241,0.0001855283,0.02024946,0.001187511,0.003148458],"study_design_scores_gemma":[0.0000019024,0.00000948769,0.001894746,0.0001721785,0.00000619934,0.0002759683,0.931877,0.00007057888,0.0001826344,0.006620189,0.05887434,0.00001479113],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7681134,0.01063424,0.003024682,0.0697344,0.0007975564,0.00004538923,0.0000538865,0.0000414464,0.147555],"genre_scores_gemma":[0.9900334,0.002365281,0.0004342297,0.001710574,0.0001061003,0.00001012334,0.000008484657,0.0000326745,0.005299021],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.391977,"threshold_uncertainty_score":0.7793909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W371941821","doi":"","title":"Public attitudes toward geological disposal of carbon dioxide in Canada","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public opinion; Nuclear power; Coal; Climate change; Public support; Business; Fossil fuel; Focus group; Political science; Public relations; Environmental planning; Engineering; Waste management; Environmental science; Marketing; Politics","authors":[{"name":"Jacqueline Sharp","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01012355060877161,"gpt":0.1835050767862338,"spread":0.1733815261774622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001438587,0.0001626708,0.000191791,0.001010552,0.005890778,0.00233353,0.0005513724,0.0007635858,0.003552492],"category_scores_gemma":[0.0042477,0.0001912428,0.0002570557,0.001564168,0.002886388,0.0005387902,0.001065023,0.001343921,0.000147599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0307829,"about_ca_system_score_gemma":0.02727872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9783013,"about_ca_topic_score_gemma":0.9823198,"domain_scores_codex":[0.9982345,0.0001565055,0.00003583345,0.0000913375,0.0009265681,0.0005552708],"domain_scores_gemma":[0.9943247,0.0009077285,0.0008915312,0.00007962064,0.002569005,0.001227432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003480821,0.000348613,0.7680174,0.0002109699,0.00008328968,0.001139135,0.1715468,0.0006541234,0.003268515,0.003180216,0.01395507,0.03724775],"study_design_scores_gemma":[0.00002171674,0.0001299649,0.7157931,0.0001600972,0.00004236793,0.0001378173,0.2596523,0.0005811117,0.0006271044,0.0003027318,0.02247572,0.00007606507],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984485,0.0002081717,0.00003750968,0.004012762,0.00001820301,0.00001567934,0.0001192491,0.00000496078,0.01109839],"genre_scores_gemma":[0.9975469,0.0003000921,0.00002551349,0.0004932987,0.000005685489,0.000004070345,0.00005115691,0.000001896337,0.001571423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0307829,"threshold_uncertainty_score":0.2233467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1884755788","doi":"","title":"A Markov Game model for valuing player actions in ice hockey","year":2015,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Ice hockey; Computer science; Context (archaeology); League; Action (physics); Markov chain; Markov process; Ranking (information retrieval); Machine learning; Operations research; Econometrics; Artificial intelligence; Statistics; Mathematics; Geography","authors":[{"name":"Kurt Routley","is_ca":true},{"name":"Oliver Schulte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06787166049624396,"gpt":0.2300053667371378,"spread":0.1621337062408938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003398937,0.001106475,0.001268256,0.001256156,0.0006953696,0.002212976,0.002097159,0.001737767,0.006773294],"category_scores_gemma":[0.01159942,0.0006613453,0.001210624,0.001003636,0.001203305,0.002911331,0.001175065,0.003078766,0.0009143444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004367627,"about_ca_system_score_gemma":0.00213738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04451284,"about_ca_topic_score_gemma":0.07057699,"domain_scores_codex":[0.9983206,0.000690047,0.00007307986,0.0005177971,0.0001637254,0.0002347021],"domain_scores_gemma":[0.9931089,0.005522137,0.0005478967,0.0001695156,0.0003114662,0.0003400377],"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":[0.0005659733,0.0003426316,0.02311446,0.0001222873,0.0001334758,0.0002124429,0.0003296942,0.8539519,0.0006962042,0.07949461,0.007976773,0.03305961],"study_design_scores_gemma":[0.00004135186,0.00005927386,0.002439992,0.00001937016,0.00001664914,0.00002142687,0.00004701396,0.963129,0.0001034072,0.03323712,0.000862169,0.00002327933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3949523,0.001072646,0.5735458,0.003994944,0.0002245561,0.000699359,0.01202867,0.0006792164,0.01280259],"genre_scores_gemma":[0.9248134,0.0005040618,0.06007184,0.0003870474,0.00007761653,0.0006532852,0.005281643,0.00006472981,0.008146278],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04451284,"threshold_uncertainty_score":0.08850747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W80243497","doi":"","title":"Implementation of BGP in a network simulator","year":2004,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Network Traffic and Congestion Control","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Border Gateway Protocol; The Internet; Scalability; Computer science; Network mapping; Computer network; Default-free zone; Routing protocol; Internet Protocol; Internet layer; Protocol (science); Network simulation; Distributed computing; Routing (electronic design automation); World Wide Web; Operating system; Routing table; Link-state routing protocol","authors":[{"name":"Tony Dongliang Feng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007430006571144596,"gpt":0.2259260651806265,"spread":0.2184960586094819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001260786,0.0009553286,0.0006209674,0.0006353302,0.0004804937,0.0009865208,0.002566664,0.0009172134,0.01375798],"category_scores_gemma":[0.003004477,0.0006304808,0.0006895258,0.000696516,0.0003552447,0.0009539638,0.0006658098,0.002252279,0.003431745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009655359,"about_ca_system_score_gemma":0.002175835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007204633,"about_ca_topic_score_gemma":0.006524996,"domain_scores_codex":[0.9993764,0.000175949,0.00006361139,0.00007983481,0.0002107531,0.00009352704],"domain_scores_gemma":[0.998204,0.0006786691,0.0000736754,0.0003490063,0.0005736536,0.0001210316],"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":[0.000734316,0.0008006121,0.005992572,0.0006457477,0.0003614512,0.0003531207,0.0002730177,0.8084089,0.01621108,0.03182371,0.07631135,0.05808405],"study_design_scores_gemma":[0.0002056398,0.00009981917,0.0005806324,0.00002346491,0.00004765838,0.00005854064,0.00002640902,0.9367742,0.009524249,0.004359274,0.04827041,0.00002967417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1371367,0.0006375403,0.6246881,0.001421904,0.00182629,0.00240748,0.03835325,0.1082906,0.08523811],"genre_scores_gemma":[0.3992569,0.0008865173,0.5150681,0.0008589266,0.0001282811,0.003196163,0.05127376,0.006912779,0.02241866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01375798,"threshold_uncertainty_score":0.04602498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157227941","doi":"","title":"HOME ENERGY PREFERENCES & POLICY: APPLYING STATED CHOICE MODELING TO A HYBRID ENERGY ECONOMY MODEL","year":2003,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Economics; Energy policy; Public economics; Econometrics; Engineering; Mathematics; Statistics; Renewable energy","authors":[{"name":"Margo Sadler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01506477390015084,"gpt":0.2152424081394151,"spread":0.2001776342392643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00514456,0.001133969,0.001299391,0.000810043,0.0005846978,0.002552086,0.002287345,0.002113175,0.008137172],"category_scores_gemma":[0.01059325,0.0007154653,0.001431606,0.001136191,0.001087838,0.00200421,0.001316636,0.002267133,0.0005364096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003625693,"about_ca_system_score_gemma":0.002114598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03834821,"about_ca_topic_score_gemma":0.02038514,"domain_scores_codex":[0.9967611,0.00249654,0.00005636454,0.000286001,0.0001432222,0.0002568045],"domain_scores_gemma":[0.9899375,0.008745482,0.0005339864,0.0002295514,0.0003193162,0.0002340779],"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":[0.000234009,0.0002617647,0.005136931,0.00006715342,0.0001111697,0.0001218031,0.0002567786,0.9336696,0.0001320752,0.0525076,0.0005827431,0.00691823],"study_design_scores_gemma":[0.00004499469,0.00006617716,0.0004159912,0.000007207882,0.00001446277,0.000006969782,0.00009197528,0.9866287,0.0000342408,0.01224073,0.0004369684,0.0000116667],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.438273,0.0005235089,0.5318239,0.002928789,0.0001757012,0.000625245,0.001641159,0.0003275561,0.02368116],"genre_scores_gemma":[0.9419423,0.0002635853,0.04791476,0.0002322287,0.00004202798,0.0006319265,0.0004218047,0.00002828175,0.008523123],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03834821,"threshold_uncertainty_score":0.07624996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W203424199","doi":"","title":"Aboriginal Mental Health - What Works Best","year":2001,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Psychiatry","authors":[{"name":"Vicki Smye","is_ca":false},{"name":"Bill Mussell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01369528006227288,"gpt":0.2774668525471652,"spread":0.2637715724848923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03842297,0.001129581,0.003539983,0.003418683,0.01247311,0.01149251,0.003265391,0.006689286,0.0116998],"category_scores_gemma":[0.05559546,0.0009625147,0.00162397,0.003703612,0.007767917,0.01016341,0.00618079,0.009999762,0.002747046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02344448,"about_ca_system_score_gemma":0.06914872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1881977,"about_ca_topic_score_gemma":0.4602209,"domain_scores_codex":[0.9812248,0.01137367,0.0008213703,0.0007850396,0.002700188,0.00309496],"domain_scores_gemma":[0.9723034,0.008257668,0.001310611,0.001123627,0.006116499,0.01088833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001993569,0.00050996,0.01153666,0.01250159,0.0004586964,0.0005995695,0.0385749,0.0001540016,0.0001249256,0.01081016,0.3692032,0.555327],"study_design_scores_gemma":[0.0003223148,0.0008263795,0.06476373,0.1500693,0.00101209,0.0009697181,0.2166457,0.0002126836,0.0003333414,0.03519618,0.529353,0.0002954711],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004132344,0.2625648,0.0001603537,0.7148002,0.005648004,0.00008801528,0.0001550357,0.00007686096,0.01237446],"genre_scores_gemma":[0.1856755,0.6025088,0.004514041,0.1812261,0.01229147,0.001041594,0.0005746527,0.0002030415,0.01196489],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8118023,"threshold_uncertainty_score":0.3742046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2118858476","doi":"","title":"Grounding for model expansion in k-guarded formulas with inductive definitions","year":2007,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Logic, Reasoning, and Knowledge","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Solver; Constraint satisfaction problem; Computer science; Constraint programming; Constraint (computer-aided design); Theoretical computer science; Algorithm; Mathematics; Mathematical optimization; Artificial intelligence","authors":[{"name":"Murray Patterson","is_ca":true},{"name":"Yongmei Liu","is_ca":true},{"name":"Eugenia Ternovska","is_ca":true},{"name":"Arvind Gupta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.036582873890549,"gpt":0.2307817107230248,"spread":0.1941988368324758,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002397963,0.0006324289,0.0009276771,0.001048644,0.0007505407,0.001966431,0.002127681,0.0008485823,0.004587051],"category_scores_gemma":[0.00769867,0.0006614695,0.001983496,0.001558295,0.002524519,0.005724246,0.004480304,0.00262483,0.0005244369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001444796,"about_ca_system_score_gemma":0.001434087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002916439,"about_ca_topic_score_gemma":0.00462796,"domain_scores_codex":[0.9982968,0.0004818283,0.0001060371,0.0002970777,0.0004979426,0.0003203066],"domain_scores_gemma":[0.9973696,0.001770716,0.0001158543,0.0004670319,0.0001999928,0.00007674172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002484049,0.0001860542,0.002580091,0.0003591852,0.00008731592,0.00064052,0.0008899399,0.07198602,0.009749867,0.7129375,0.003175817,0.1971592],"study_design_scores_gemma":[0.00007009911,0.00006318527,0.0003914919,0.00009364576,0.00006810334,0.0002075081,0.0002557366,0.3717466,0.01334612,0.6075369,0.006185966,0.00003463159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04161227,0.0001837386,0.95169,0.0003842711,0.00002603138,0.0001083059,0.0001203478,0.0009368472,0.00493815],"genre_scores_gemma":[0.3887758,0.0002151475,0.6079644,0.0001999748,0.00003215488,0.0001055825,0.0004505043,0.0002369261,0.002019419],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004587051,"threshold_uncertainty_score":0.01534522,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1849067290","doi":"","title":"The Three I's for Ethics as an Everyday Activity: Integration, Intrinsic Valuing, and Intersubjectivity.","year":2004,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Ethics in medical practice","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Intersubjectivity; Ethics of technology; Everyday life; Sociology; Environmental ethics; Redress; Value (mathematics); Normative ethics; Harm; Meta-ethics; Information ethics; Subject (documents); Nursing ethics; Epistemology; Applied ethics; Engineering ethics; Psychology; Social psychology; Social science; Law; Political science; Philosophy","authors":[{"name":"Heesoon Bai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06894552799366065,"gpt":0.3867576172493551,"spread":0.3178120892556945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008779083,0.0007947542,0.0004988417,0.001483559,0.007168735,0.0173341,0.001337846,0.005519952,0.003858222],"category_scores_gemma":[0.01101386,0.0004342224,0.0006852056,0.0009702668,0.06007906,0.01554931,0.008401736,0.01293645,0.0007904021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00495016,"about_ca_system_score_gemma":0.006470588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738488,"about_ca_topic_score_gemma":0.003324541,"domain_scores_codex":[0.9861098,0.01029309,0.0003164024,0.0005815697,0.00175848,0.0009406414],"domain_scores_gemma":[0.9916047,0.004675089,0.0008150834,0.0008814346,0.0007167017,0.001306975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006307587,0.00002509608,0.0003429428,0.0000721744,0.000003850981,0.00006342214,0.02039462,0.00002911563,0.00005307827,0.9662647,0.005667528,0.007077103],"study_design_scores_gemma":[0.0000144093,0.00003991564,0.001122958,0.0008223163,0.00001012585,0.0004116211,0.02951105,0.0004072028,0.0002329657,0.7657095,0.2016903,0.0000277931],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02057058,0.0297647,0.05363228,0.2036851,0.003511783,0.00015011,0.00004481382,0.0001535526,0.6884872],"genre_scores_gemma":[0.8627385,0.00983231,0.025342,0.03101666,0.002386468,0.0007851956,0.00004698068,0.0001797282,0.0676721],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0173341,"threshold_uncertainty_score":0.04642874,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151853110","doi":"","title":"STRATEGIC ANALYSIS OF A PELLET FUEL OPPORTUNITY IN NORTHWEST BRITISH COLUMBIA","year":2005,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Simon Fraser University","keywords":"Corporation; Business; Natural resource; Market analysis; Attractiveness; Position (finance); Process (computing); Business opportunity; Strategic planning; Environmental economics; Marketing; Finance; Economics; Computer science","authors":[{"name":"Ernie Urbanowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01670154592177855,"gpt":0.1875455995481502,"spread":0.1708440536263716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004132316,0.0002018365,0.0001872137,0.001566699,0.006571283,0.004578993,0.0006237838,0.0007944449,0.007381455],"category_scores_gemma":[0.001110179,0.0002184767,0.0001696903,0.002619657,0.001005727,0.0007331218,0.00106497,0.001029256,0.0004417217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03525617,"about_ca_system_score_gemma":0.03221908,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9050425,"about_ca_topic_score_gemma":0.9825865,"domain_scores_codex":[0.9992527,0.0001346232,0.00001321486,0.00003893126,0.0001989805,0.0003615729],"domain_scores_gemma":[0.9991009,0.0001542025,0.00006139745,0.00001359422,0.0003077382,0.0003620914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001355284,0.001154681,0.3097717,0.0007191486,0.0002515779,0.03325792,0.06837226,0.03916271,0.009297025,0.2162936,0.08804408,0.23232],"study_design_scores_gemma":[0.00004808744,0.0003599885,0.227178,0.0003412325,0.00008780375,0.0008220591,0.4909494,0.02571051,0.002190207,0.01042253,0.2416884,0.0002018306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8825265,0.0004315522,0.0008131923,0.002362623,0.00002293866,0.0001570838,0.0004367066,0.00001378321,0.1132357],"genre_scores_gemma":[0.9555085,0.0005204966,0.00076969,0.0002264542,0.000003003859,0.00003018123,0.0002887298,0.0000104506,0.04264255],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09495753,"threshold_uncertainty_score":0.2558026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767728816","doi":"","title":"Extending a relative methodological perspective to sentencing outcome analysis","year":2017,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Outcome (game theory); Criminology; Political science; Psychology; Epistemology; Computer science; Mathematics; Mathematical economics; Philosophy; Artificial intelligence","authors":[{"name":"Andrew A. Reid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08978898183045453,"gpt":0.3831505598373819,"spread":0.2933615780069274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4156251,0.001950478,0.002937097,0.01519721,0.004190871,0.01205853,0.006491584,0.00267715,0.003364138],"category_scores_gemma":[0.5318144,0.001216455,0.002776451,0.01418114,0.01996725,0.01363986,0.01124671,0.007014332,0.0005431352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01116884,"about_ca_system_score_gemma":0.01716143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007843032,"about_ca_topic_score_gemma":0.006067961,"domain_scores_codex":[0.3930146,0.5487584,0.01873906,0.01419162,0.02359945,0.001696879],"domain_scores_gemma":[0.4207567,0.490135,0.02120229,0.03939892,0.02746921,0.001037818],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001470097,0.0001273537,0.008496469,0.00430294,0.0009576502,0.0001519827,0.02881172,0.002376188,0.0007570513,0.8595194,0.002040179,0.09231213],"study_design_scores_gemma":[0.000255665,0.001094943,0.01132211,0.005354788,0.0009688939,0.0003762297,0.02151007,0.01955018,0.002194477,0.8865328,0.05065767,0.0001822078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01017225,0.00284467,0.9661041,0.005850967,0.0007097066,0.003126082,0.0004159539,0.000132306,0.01064384],"genre_scores_gemma":[0.1781073,0.00168805,0.7997773,0.002392159,0.0006412245,0.01581816,0.0002999602,0.0001284198,0.001147419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4156251,"threshold_uncertainty_score":0.7206383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099596552","doi":"","title":"Bootstrapping via Graph Propagation","year":2012,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Machine Learning and Algorithms","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Bootstrapping (finance); Computer science; Graph; Classifier (UML); Artificial intelligence; Theoretical computer science; Machine learning; Algorithm; Mathematics","authors":[{"name":"Max Whitney","is_ca":true},{"name":"Anoop Sarkar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01139237205410802,"gpt":0.2080648294632566,"spread":0.1966724574091486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002765988,0.001168503,0.001524302,0.002509436,0.001021234,0.001431795,0.002644984,0.001995239,0.002480772],"category_scores_gemma":[0.01966723,0.000577756,0.001264598,0.002165645,0.001734081,0.002899744,0.00216033,0.002354933,0.001990848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007202348,"about_ca_system_score_gemma":0.00107979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00198294,"about_ca_topic_score_gemma":0.00239009,"domain_scores_codex":[0.9967948,0.001222419,0.0001215013,0.0007745987,0.0009160873,0.0001706226],"domain_scores_gemma":[0.9900648,0.005759719,0.0004943982,0.002235286,0.00124945,0.0001963745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002970873,0.0002611458,0.003112253,0.0002894101,0.0001925942,0.0004191874,0.0002733356,0.2425213,0.0145215,0.06299314,0.01403428,0.6610849],"study_design_scores_gemma":[0.00003364495,0.00005627456,0.000327926,0.00001947298,0.00002709834,0.0001385874,0.00002668903,0.9230855,0.005744276,0.06704281,0.003478339,0.0000193669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006891456,0.0001013039,0.9905819,0.0001192014,0.00003685851,0.000103565,0.00008878535,0.001276227,0.0008006743],"genre_scores_gemma":[0.2452538,0.0002400476,0.7493166,0.0003268008,0.0001458572,0.0004505803,0.001114654,0.0004213493,0.002730278],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002765988,"threshold_uncertainty_score":0.01462811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W586437534","doi":"","title":"Cardinality constrained facility location problems in trees","year":2004,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Facility Location and Emergency Management","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Tree (set theory); Facility location problem; Cardinality (data modeling); Simple (philosophy); Bounded function; Object (grammar); Mathematics; Variety (cybernetics); Class (philosophy); Computer science; Mathematical optimization; Theoretical computer science; Algorithm; Combinatorics; Artificial intelligence; Data mining","authors":[{"name":"Robert Benkoczi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01893547953954269,"gpt":0.2125569292649662,"spread":0.1936214497254235,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00198982,0.0008113458,0.001597067,0.0008945696,0.001257989,0.003391362,0.002130649,0.002774948,0.00868324],"category_scores_gemma":[0.008623787,0.0007252168,0.001730606,0.003356746,0.001377485,0.004819307,0.002132258,0.003244788,0.001009652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172266,"about_ca_system_score_gemma":0.001457792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002972669,"about_ca_topic_score_gemma":0.002929706,"domain_scores_codex":[0.9978872,0.0007872528,0.000141305,0.0004388556,0.0004361647,0.0003091034],"domain_scores_gemma":[0.9947276,0.004174385,0.0003673438,0.0003036293,0.0002670264,0.0001600519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001665639,0.00009325948,0.0005016778,0.0004390191,0.00006664293,0.0002246188,0.0002959509,0.4424953,0.001513601,0.5016762,0.01076241,0.04176476],"study_design_scores_gemma":[0.00005775504,0.00004829602,0.0003595882,0.00007233991,0.00002433651,0.0002115305,0.0001839965,0.4777596,0.0008724141,0.5080976,0.01228596,0.00002654636],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02849036,0.001226567,0.9531098,0.00170935,0.000112651,0.0001930278,0.001037615,0.0002577975,0.01386284],"genre_scores_gemma":[0.3728041,0.004117151,0.598969,0.0006829228,0.0006269165,0.0009448096,0.002491192,0.0002913462,0.01907257],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00868324,"threshold_uncertainty_score":0.02904832,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947209081","doi":"","title":"Exploring the link between the Conceptual Model of Avalanche Hazard and the North American Public Avalanche Danger Scale","year":2019,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Parks Canada","keywords":"Hazard; Scale (ratio); Environmental science; Geography; Cartography","authors":[{"name":"Taylor Clark","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02559324918560757,"gpt":0.1898925122147863,"spread":0.1642992630291787,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01280164,0.0004588044,0.0003493878,0.002692119,0.001147859,0.004248008,0.001461916,0.0007387031,0.004125886],"category_scores_gemma":[0.05336732,0.0003978497,0.0006528763,0.003192368,0.004352675,0.005400534,0.00204286,0.003606271,0.0002891038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005591335,"about_ca_system_score_gemma":0.003677032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02400876,"about_ca_topic_score_gemma":0.03103294,"domain_scores_codex":[0.9928397,0.004323374,0.0003270799,0.0008422878,0.001437011,0.0002305317],"domain_scores_gemma":[0.930407,0.05473213,0.00646103,0.002494243,0.005036492,0.0008691255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002664359,0.0004076451,0.2558337,0.0004860432,0.0002795272,0.0002135436,0.02577594,0.03874691,0.0009503349,0.569676,0.005899919,0.101464],"study_design_scores_gemma":[0.000057002,0.0002170411,0.1738824,0.0006100292,0.0001475359,0.0002333037,0.02234193,0.2352868,0.0007062284,0.5451254,0.02117991,0.0002122534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5700552,0.0009596516,0.3681743,0.011966,0.0001552967,0.0004757121,0.000943199,0.0001431214,0.04712747],"genre_scores_gemma":[0.9610112,0.0001730808,0.03767084,0.0002003821,0.00002044275,0.000190513,0.0003167762,0.00001509611,0.0004016658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9759912,"threshold_uncertainty_score":0.06770229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2102500990","doi":"10.1109/iv.2004.59","title":"EzMail: using information visualization techniques to help manage email","year":2004,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; World Wide Web; Visualization; Focus (optics); User interface; Thread (computing); Annotation; Data visualization; Information visualization; Human–computer interaction; Data mining","authors":[{"name":"M. Samiei","is_ca":true},{"name":"John C. Dill","is_ca":true},{"name":"Arthur E. Kirkpatrick","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09433184250482544,"gpt":0.3467795763540212,"spread":0.2524477338491957,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00268832,0.001076791,0.0003996933,0.002619766,0.0005118767,0.002493985,0.001063652,0.0007622321,0.005420261],"category_scores_gemma":[0.007295757,0.000460433,0.0003983701,0.001221804,0.0004673947,0.003618629,0.001836218,0.0008955879,0.001371934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285846,"about_ca_system_score_gemma":0.000435296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097181,"about_ca_topic_score_gemma":0.002268827,"domain_scores_codex":[0.9990236,0.0004625185,0.00007241626,0.0001466833,0.0002393563,0.00005545828],"domain_scores_gemma":[0.9945845,0.003652632,0.0004687081,0.0005537224,0.0005031421,0.0002373481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007622176,0.0003374261,0.008102896,0.0009120766,0.0001284108,0.0005643827,0.00921536,0.003704215,0.04059603,0.009552873,0.03116076,0.8949634],"study_design_scores_gemma":[0.000810453,0.001922989,0.0526779,0.001149399,0.0006675808,0.004198676,0.007083318,0.257628,0.1360051,0.06962716,0.4675332,0.0006963356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09082245,0.001398569,0.8293117,0.001693714,0.0001083941,0.0004037396,0.001042105,0.06461301,0.0106063],"genre_scores_gemma":[0.2034416,0.000965148,0.7875624,0.0001468646,0.00008046318,0.0002844275,0.00111892,0.001462798,0.004937368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005420261,"threshold_uncertainty_score":0.01813263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149516323","doi":"","title":"The Role of Participatory Workshops in Investigating Narrative and Sound Ecologies in the Design of an Ambient Intelligence Audio Display","year":2006,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sound design; Narrative; Participatory design; Sound (geography); Citizen journalism; Human–computer interaction; Computer science; Process (computing); Multimedia; Engineering; World Wide Web; Art; Acoustics","authors":[{"name":"Milena Droumeva","is_ca":true},{"name":"Ron Wakkary","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03186751246341004,"gpt":0.2552647083066308,"spread":0.2233971958432208,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02020305,0.0005737279,0.0002623468,0.0007831596,0.004160555,0.005226144,0.001305393,0.001339987,0.004065947],"category_scores_gemma":[0.031218,0.0004985625,0.0003088341,0.0003681705,0.004215172,0.00341232,0.006047556,0.001062811,0.0002627356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154579,"about_ca_system_score_gemma":0.002303633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423053,"about_ca_topic_score_gemma":0.00431597,"domain_scores_codex":[0.9859666,0.01226743,0.0001673281,0.0005910498,0.0005304764,0.0004770526],"domain_scores_gemma":[0.9646077,0.03032117,0.001345506,0.001182229,0.00112885,0.00141467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001703288,0.001501256,0.01983504,0.001028652,0.0001027423,0.002049355,0.7586645,0.006599152,0.02618615,0.03372968,0.002027492,0.1465725],"study_design_scores_gemma":[0.0007302203,0.005722864,0.03899624,0.001399074,0.0003930308,0.001576916,0.7401422,0.02925159,0.01935352,0.06502699,0.09715915,0.0002482334],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.839718,0.0003579771,0.1025794,0.002288544,0.0001142758,0.0009054011,0.00005044146,0.0001509791,0.05383494],"genre_scores_gemma":[0.9782073,0.00008048684,0.01958888,0.00008724158,0.00000689043,0.0002327075,0.00001062054,0.00001713528,0.001768738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02020305,"threshold_uncertainty_score":0.1068453,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W185977203","doi":"","title":"ENGAGING DIASPORA COMMUNITIES IN' DEVELOPMENT: AN INVESTIGATION OF FILIPINO HOMETOWN ASSOCIATIONS IN CANADA","year":2006,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"United Nations Population Fund; United States Agency for International Development","keywords":"Outreach; Diaspora; Transaction cost; Business; Database transaction; Public relations; Focus group; Economic growth; Political science; Marketing; Finance; Economics","authors":[{"name":"Jon Silva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02245413860989219,"gpt":0.2380339981094497,"spread":0.2155798594995575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002287094,0.0004458599,0.0004458956,0.002115471,0.0387118,0.0061995,0.002042265,0.001336515,0.003877836],"category_scores_gemma":[0.00508867,0.0004908396,0.0002287971,0.003346506,0.006925947,0.001612329,0.006933377,0.002006288,0.000211832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04093749,"about_ca_system_score_gemma":0.0863272,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9484818,"about_ca_topic_score_gemma":0.9834041,"domain_scores_codex":[0.9968913,0.0006859548,0.00005335887,0.0001636148,0.0003901453,0.001815675],"domain_scores_gemma":[0.9951264,0.001076222,0.0004554923,0.0001404753,0.001196861,0.00200449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006873269,0.0002193244,0.04858723,0.00009929747,0.00001229439,0.003308197,0.9266353,0.00006459943,0.0005758172,0.00241235,0.001357419,0.01665948],"study_design_scores_gemma":[0.000002948446,0.00002202388,0.01525142,0.00002814066,0.000004090401,0.0001241108,0.9761548,0.00004654019,0.00008906104,0.00006531828,0.008202869,0.000008674116],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927684,0.0001978189,0.00008717676,0.0007104853,0.0000104149,0.00007270052,0.0000314124,0.000004262965,0.00611737],"genre_scores_gemma":[0.9960841,0.0004594255,0.0001577449,0.0002768296,0.000003504086,0.00004091949,0.00002381286,0.000004776873,0.002948822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0515182,"threshold_uncertainty_score":0.2970237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2286256919","doi":"","title":"Natural convective heat transfer from interrupted rectangular fins","year":2012,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Simon Fraser University","keywords":"Heat transfer; Fin; Mechanics; Natural convection; Convective heat transfer; Materials science; Physics; Composite material","authors":[{"name":"Golnoosh Mostafavi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007803996366962432,"gpt":0.1932209805823048,"spread":0.1854169842153424,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001478268,0.0002540183,0.0001929819,0.0001363457,0.0001362572,0.0002869566,0.000339998,0.000165583,0.0009432601],"category_scores_gemma":[0.0002794765,0.0001105673,0.0001972236,0.0001236541,0.0002884351,0.0002703242,0.0002712451,0.0001748814,0.000149342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003278987,"about_ca_system_score_gemma":0.0001568085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007179456,"about_ca_topic_score_gemma":0.0007185308,"domain_scores_codex":[0.9999039,0.000005040014,0.000003231921,0.00003151958,0.00003176741,0.00002445672],"domain_scores_gemma":[0.9998974,0.0000358705,0.00001977671,0.00001674585,0.00002221018,0.000008097248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000136072,0.00002665908,0.0008315761,0.0001329719,0.000007809364,0.0001601729,0.0001219288,0.02022173,0.9686753,0.001124063,0.0001853712,0.008376251],"study_design_scores_gemma":[0.00002660827,0.000599063,0.003148257,0.00001470378,0.00001281184,0.0001503519,0.00006803426,0.08003351,0.9124262,0.0004198785,0.003081165,0.0000193824],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750107,0.0003188192,0.02032266,0.00002633737,0.00004092445,0.00001975345,0.00009998642,0.0001590496,0.004001771],"genre_scores_gemma":[0.9943106,0.0000983211,0.003503536,0.000005959391,0.000003534019,0.000009284584,0.00005139176,0.00001048305,0.002006784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009432601,"threshold_uncertainty_score":0.003155589,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W66270814","doi":"","title":"The megalithic tradition of West Sumba, Indonesia: an ethnoarchaeological investigation of megalith construction","year":2007,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Lembaga Ilmu Pengetahuan Indonesia; Simon Fraser University","keywords":"Megalith; Archaeology; Ancient history; Geology; Geography; History","authors":[{"name":"Ronald L. Adams","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02921923882232692,"gpt":0.2762549418461801,"spread":0.2470357030238532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005285416,0.0002517327,0.0002578392,0.00100976,0.00355488,0.001755811,0.0004803604,0.0003119361,0.001561404],"category_scores_gemma":[0.0006007219,0.0003680879,0.00007097661,0.001667176,0.002777701,0.001835893,0.00126945,0.0006811786,0.0001502467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000937671,"about_ca_system_score_gemma":0.0006919859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009550645,"about_ca_topic_score_gemma":0.05078726,"domain_scores_codex":[0.9997677,0.0001117279,0.00001474384,0.00003305636,0.0000274183,0.00004535606],"domain_scores_gemma":[0.9996952,0.000148972,0.00006447644,0.00002447271,0.00001964046,0.00004724801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003039221,0.00008281582,0.04028998,0.0001730551,0.000006325452,0.001150294,0.9344585,0.00004362892,0.004001697,0.001701316,0.0001774952,0.01788444],"study_design_scores_gemma":[0.000003279549,0.00007249058,0.1248339,0.0001594056,0.00001207967,0.001304518,0.8643911,0.0001371994,0.0007508408,0.0003239672,0.007999862,0.0000113018],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959152,0.0002802139,0.0001293423,0.00006568518,0.000003371548,0.00001283234,0.00001548357,0.000001183166,0.003576618],"genre_scores_gemma":[0.9980423,0.0007420785,0.0002393265,0.00003906981,0.000003376188,0.0000192607,0.00001518761,0.000002926395,0.0008964921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009550645,"threshold_uncertainty_score":0.0189901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W80214320","doi":"","title":"Digital self-determination: Aboriginal peoples and the network society in Canada","year":2013,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Bioscience Database Center; Social Sciences and Humanities Research Council of Canada; Aboriginal Affairs and Northern Development Canada; Health Canada; Central European University; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Indigenous and Northern Affairs Canada; Australian Government; University of Pennsylvania","keywords":"Geography; Political science; Data science; Computer science","authors":[{"name":"Rob McMahon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007716374783617886,"gpt":0.211387777606805,"spread":0.2036714028231872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002771053,0.000341365,0.0005016766,0.001921588,0.0400304,0.009417553,0.001905947,0.001209011,0.003969292],"category_scores_gemma":[0.004862608,0.0003974927,0.0002921879,0.003935392,0.01406613,0.002604038,0.005980594,0.002907934,0.0001994869],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1623878,"about_ca_system_score_gemma":0.2382302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981403,"about_ca_topic_score_gemma":0.999161,"domain_scores_codex":[0.9966383,0.0004172516,0.00007748268,0.0003284613,0.0009220126,0.001616505],"domain_scores_gemma":[0.9955406,0.0006261146,0.000334081,0.0001668236,0.001629571,0.001702821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003240951,0.00004351272,0.03286342,0.0000924417,0.00001326316,0.0008626335,0.9191725,0.0001791316,0.0003359295,0.02466836,0.004061642,0.0176747],"study_design_scores_gemma":[0.000004189442,0.00001484292,0.03422376,0.0001177074,0.00001480155,0.0001595083,0.9099646,0.0002422447,0.0001187295,0.001545629,0.05355363,0.0000403546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9273399,0.002035545,0.0003653431,0.01012709,0.0001032628,0.00009243235,0.000208941,0.00001591035,0.05971156],"genre_scores_gemma":[0.9870837,0.001404903,0.0002789343,0.0004767439,0.000008900915,0.00001933153,0.00005869463,0.00001083833,0.01065804],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1623878,"threshold_uncertainty_score":0.9715114,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166365381","doi":"","title":"Efficient k-Coverage algorithms for wireless sensor networks and their applications to early detection of forest fires","year":2007,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wireless sensor network; Key (lock); Computer science; Algorithm; Logarithm; Wireless; Fire detection; Distributed algorithm; Wireless network; Energy (signal processing); Distributed computing; Real-time computing; Engineering; Computer network; Mathematics; Telecommunications; Computer security","authors":[{"name":"Majid Bagheri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00923571387027422,"gpt":0.2200587307395794,"spread":0.2108230168693052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001077337,0.0009319524,0.001072095,0.0009867991,0.0007132273,0.000974924,0.001337114,0.001243813,0.001771289],"category_scores_gemma":[0.006749438,0.0004727235,0.0007543424,0.001970388,0.0009685059,0.002447519,0.001343232,0.0009472557,0.0004374672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054797,"about_ca_system_score_gemma":0.0007871284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002377355,"about_ca_topic_score_gemma":0.002423195,"domain_scores_codex":[0.9989373,0.0003824045,0.00007290614,0.0001995206,0.0003045675,0.0001032789],"domain_scores_gemma":[0.9969006,0.0021976,0.0003127404,0.0002715666,0.0002596933,0.00005781624],"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":[0.0001722538,0.00009240741,0.0007236148,0.0002170654,0.00006960433,0.00007851855,0.0001882269,0.7543974,0.005131993,0.02551371,0.002991915,0.2104234],"study_design_scores_gemma":[0.00003437487,0.00004358302,0.0003042904,0.00002170512,0.00001333363,0.0000917958,0.00003605342,0.9700028,0.002337252,0.02542375,0.001674747,0.00001620221],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01216247,0.0008462828,0.9849487,0.0002244996,0.0000266793,0.00005720906,0.0000462904,0.0002798628,0.001408044],"genre_scores_gemma":[0.3879689,0.001999325,0.60624,0.0001415828,0.00008126378,0.0002881107,0.0002614826,0.0001390438,0.002880293],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002377355,"threshold_uncertainty_score":0.007653117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2788731613","doi":"10.13140/rg.2.2.26344.32002","title":"The Role of the Socio-Physical Environment on Aging in Place for Older Adults in Cohousing and Naturally Occurring Retirement Communities","year":2017,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Aging in place; Gerontology; Built environment; Sociology; Psychology; Engineering; Civil engineering; Medicine","authors":[{"name":"Catherine Bigonnesse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009743245572317528,"gpt":0.244904691298695,"spread":0.2351614457263774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00126854,0.0002695388,0.0003155106,0.0007675476,0.004048178,0.002409808,0.0008298612,0.0003989538,0.001132055],"category_scores_gemma":[0.001701424,0.0001614653,0.0003771646,0.0007138573,0.002973581,0.0009516585,0.003633752,0.0007359336,0.0000650958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005275888,"about_ca_system_score_gemma":0.007793707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3904209,"about_ca_topic_score_gemma":0.7445835,"domain_scores_codex":[0.9992152,0.0002335462,0.0000363697,0.00005878588,0.0001358432,0.0003202884],"domain_scores_gemma":[0.9989029,0.0001547568,0.0002010164,0.00003260558,0.0002032599,0.0005054511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001068966,0.0002622492,0.6215603,0.0002493276,0.00005976864,0.001161043,0.3238806,0.000147034,0.0007807618,0.001736548,0.001099534,0.04895583],"study_design_scores_gemma":[0.000003574793,0.0001042781,0.6768539,0.0001414591,0.00003100967,0.0002115355,0.3197507,0.0001557927,0.00008387452,0.0003235973,0.002320305,0.00001997062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996605,0.0006053278,0.0001123453,0.0004318543,0.000009440737,0.00002120167,0.00003788613,0.000002163905,0.002174719],"genre_scores_gemma":[0.9993161,0.0002989758,0.0001276296,0.00004201994,0.000001790987,0.000005369465,0.00001964492,7.27008e-7,0.0001877399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3904209,"threshold_uncertainty_score":0.7762967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W577433938","doi":"","title":"Movement Patterns and Population Structure of Harlequin Ducks Wintering in the Strait of Georgia, British Columbia","year":2003,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Geography; Movement (music); Population; Fishery; Archaeology; Cartography; Biology; Demography; Art; Sociology","authors":[{"name":"Heidi M. Regehr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005283970996746925,"gpt":0.1908017131869062,"spread":0.1855177421901593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001723392,0.000210108,0.0001838833,0.001153084,0.0006356112,0.0006040498,0.0004157935,0.0002753206,0.000783752],"category_scores_gemma":[0.0004633489,0.0001630934,0.000159303,0.001101838,0.0004815538,0.000160432,0.0002980423,0.0001940419,0.0002140202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003573187,"about_ca_system_score_gemma":0.00113952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8344843,"about_ca_topic_score_gemma":0.9530846,"domain_scores_codex":[0.9998164,0.00002187066,0.00001333228,0.00006398433,0.00003632972,0.00004814155],"domain_scores_gemma":[0.9994685,0.00004761269,0.0001193735,0.00002429211,0.0001792082,0.0001610239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003661936,0.00001639754,0.9937388,0.00001309752,0.00003444453,0.00006226663,0.0006633431,0.0001497197,0.001296131,0.00001929274,0.0002262972,0.003743666],"study_design_scores_gemma":[0.00000133495,0.000007094711,0.9993997,0.000003932506,0.00000346516,0.00001889053,0.0003193047,0.0000999265,0.0000148361,0.00000229656,0.0001273508,0.000001901795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993659,0.0001094318,0.00002949843,0.00001646092,0.000001270543,0.000004527818,0.0002232019,0.000003554474,0.0002461446],"genre_scores_gemma":[0.9989838,0.00009370059,0.00008653211,0.00001583958,9.878338e-7,0.000005577513,0.0004278341,0.000001776062,0.0003839534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1655157,"threshold_uncertainty_score":0.3329809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796544120","doi":"","title":"Empirical Modeling of Fuel Cell Durability: Cathode Catalyst Layer Degradation","year":2017,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"SFU Community Trust Endowment Fund; Natural Sciences and Engineering Research Council of Canada; British Columbia Knowledge Development Fund; Simon Fraser University","keywords":"Durability; Degradation (telecommunications); Cathode; Fuel cells; Catalysis; Layer (electronics); Materials science; Chemical engineering; Environmental science; Engineering; Nanotechnology; Chemistry; Composite material; Electrical engineering; Organic chemistry","authors":[{"name":"Marvin Messing","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02129593187553578,"gpt":0.2304609995012415,"spread":0.2091650676257058,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008365896,0.0006958436,0.0005665905,0.0005353721,0.000225305,0.0006700043,0.001282183,0.001532648,0.001271121],"category_scores_gemma":[0.003318368,0.00031934,0.0006544131,0.0004693278,0.0004089115,0.001224225,0.0003199357,0.0009179915,0.0004463719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072767,"about_ca_system_score_gemma":0.0004563165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006075037,"about_ca_topic_score_gemma":0.004073218,"domain_scores_codex":[0.999665,0.00005900155,0.00002078046,0.00008203131,0.0001233425,0.00004988321],"domain_scores_gemma":[0.9988432,0.0006355869,0.000133233,0.0001366507,0.0002352004,0.00001619294],"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":[0.00008203373,0.0002221515,0.01062768,0.0002274232,0.00005189042,0.0001915161,0.0001131766,0.9517061,0.01862146,0.002882893,0.0007455589,0.01452808],"study_design_scores_gemma":[0.000005778105,0.00006226895,0.002571337,0.00001008028,0.00001355534,0.00006978109,0.00001885311,0.9891598,0.006689744,0.0008264174,0.0005642222,0.000008237319],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8574336,0.001811766,0.1239254,0.0006969189,0.00005678877,0.0001642959,0.001635836,0.0003934424,0.01388188],"genre_scores_gemma":[0.9898248,0.0007272825,0.005077675,0.00004203566,0.000009828576,0.00008337592,0.0004077457,0.00003682128,0.003790384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006075037,"threshold_uncertainty_score":0.0120793,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2309943004","doi":"","title":"Working With the Client Who is Suicidal: A Tool for Adult Mental Health and Addiction Services","year":2007,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mental health; Addiction; Psychology; Psychiatry","authors":[{"name":"Joti Samra","is_ca":false},{"name":"Lynda Monk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01886309948502365,"gpt":0.2566996859087638,"spread":0.2378365864237401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009456301,0.0009404639,0.001096605,0.006144381,0.001443394,0.002982452,0.001608713,0.001780118,0.009525499],"category_scores_gemma":[0.02989972,0.0007273635,0.001314758,0.002616125,0.0007419865,0.004336148,0.004308643,0.0023538,0.005382346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001354943,"about_ca_system_score_gemma":0.00606437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002676783,"about_ca_topic_score_gemma":0.01037329,"domain_scores_codex":[0.9947655,0.001936313,0.0009814452,0.0001186156,0.001915224,0.0002828914],"domain_scores_gemma":[0.9847076,0.007593144,0.002005555,0.0006443025,0.003111596,0.001937813],"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":[0.0002053651,0.001005728,0.0223178,0.001094107,0.00005210548,0.0005189209,0.005504564,0.0001371042,0.0006944072,0.001594333,0.3712985,0.5955772],"study_design_scores_gemma":[0.001092484,0.002088196,0.2494163,0.008686659,0.0004941152,0.01108501,0.0250428,0.003483446,0.003231837,0.01135162,0.6833526,0.0006748565],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4101561,0.01511661,0.08808259,0.1229157,0.005607666,0.03125771,0.0230272,0.02903726,0.2747993],"genre_scores_gemma":[0.24218,0.02117847,0.6180864,0.01355893,0.0009327926,0.03126249,0.01353621,0.001556584,0.05770816],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009525499,"threshold_uncertainty_score":0.05001032,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1569610630","doi":"","title":"Face as multimedia object","year":2004,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Face recognition and analysis","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Animation; Variety (cybernetics); Multimedia; Object (grammar); Face (sociological concept); Human–computer interaction; World Wide Web; Computer graphics (images); Artificial intelligence; Linguistics","authors":[{"name":"Steve DiPaola","is_ca":true},{"name":"Ali Arya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01133139504360015,"gpt":0.2084944524655496,"spread":0.1971630574219495,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005292701,0.0005361468,0.000497501,0.0009308165,0.000652489,0.003552538,0.001847019,0.00122106,0.01633001],"category_scores_gemma":[0.001073649,0.0002337281,0.0004950721,0.000490809,0.0006968646,0.003633726,0.001928686,0.0007473646,0.006757617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008394503,"about_ca_system_score_gemma":0.0005715191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372611,"about_ca_topic_score_gemma":0.001515773,"domain_scores_codex":[0.9995196,0.0000465351,0.00002256518,0.0001018054,0.0002348935,0.00007467016],"domain_scores_gemma":[0.9996847,0.00006728123,0.00002032027,0.00008687845,0.00007990286,0.00006091364],"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":[0.0002973598,0.0000822225,0.0006005162,0.0003824238,0.00002843895,0.0005122545,0.0003830679,0.002568982,0.02955738,0.2859058,0.03995627,0.6397253],"study_design_scores_gemma":[0.00003647376,0.0001858864,0.0008413336,0.0002136923,0.00005751627,0.001658777,0.0001819996,0.02941012,0.04550051,0.04512694,0.8766791,0.0001078315],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01647707,0.004293885,0.8007553,0.001410922,0.001185258,0.0005441621,0.001263261,0.01413321,0.1599369],"genre_scores_gemma":[0.1827477,0.004946381,0.6706712,0.00163332,0.0008166053,0.0005331524,0.002792277,0.001576131,0.1342833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01633001,"threshold_uncertainty_score":0.05462933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1512827236","doi":"10.5555/2043468.2043526","title":"Collection of BCNET BGP traffic","year":2011,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Interconnection Networks and Systems","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Testbed; Computer science; Border Gateway Protocol; Computer network; Data collection; Software; Visualization; Protocol (science); Routing protocol; Operating system; Data mining; Routing (electronic design automation)","authors":[{"name":"Tanjila Farah","is_ca":true},{"name":"Sukhchandan Lally","is_ca":true},{"name":"Rajvir Gill","is_ca":true},{"name":"Nabil Al-Rousan","is_ca":true},{"name":"Ravinder Paul","is_ca":true},{"name":"Don Xu","is_ca":true},{"name":"Ljiljana Trajković","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02094341310216092,"gpt":0.1907918984436072,"spread":0.1698484853414463,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009090027,0.000584993,0.0005348527,0.002717279,0.001358585,0.001017399,0.0005911328,0.0003194194,0.008074111],"category_scores_gemma":[0.001483812,0.0002500196,0.0001715683,0.003689378,0.0003376751,0.000692638,0.0008004046,0.0007425337,0.003325869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001052848,"about_ca_system_score_gemma":0.001379229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005971442,"about_ca_topic_score_gemma":0.004592364,"domain_scores_codex":[0.998794,0.0001602084,0.00008130147,0.0002463195,0.0005664015,0.0001518114],"domain_scores_gemma":[0.9982914,0.0001700512,0.00006708586,0.0003091888,0.0009420015,0.0002201144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002331664,0.002090089,0.04129099,0.0007779662,0.0001487406,0.0009679707,0.00125427,0.0316908,0.3629359,0.01387105,0.2193074,0.3233331],"study_design_scores_gemma":[0.0003008788,0.001451993,0.08398703,0.0001508616,0.00008751541,0.0009195582,0.0009490295,0.1696687,0.4990175,0.007380575,0.2358634,0.0002230668],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.6602932,0.0003286163,0.1093091,0.0007996861,0.0006888697,0.003701065,0.1143409,0.03172983,0.07880871],"genre_scores_gemma":[0.6580482,0.0004747598,0.09517296,0.0002447953,0.0001566406,0.002612945,0.218078,0.001668443,0.0235431],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.008074111,"threshold_uncertainty_score":0.02701056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W186592612","doi":"","title":"Ancient DNA analysis of northeast Pacific humpback whale (Megaptera novaeangliae)","year":2011,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humpback whale; Fishery; Whale; Oceanography; Geography; Ancient DNA; Biology; Geology; Population","authors":[{"name":"Ursula Arndt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01458202886269816,"gpt":0.204178896059564,"spread":0.1895968671968659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009600184,0.0001339077,0.0001570446,0.001375491,0.0004124691,0.000299901,0.000160291,0.0001627676,0.0004059095],"category_scores_gemma":[0.0003560302,0.0001061213,0.0001046377,0.0009990009,0.0002082992,0.0001010109,0.0002440734,0.0001451252,0.0001497657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965719,"about_ca_system_score_gemma":0.0002194353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0186689,"about_ca_topic_score_gemma":0.04809009,"domain_scores_codex":[0.9999187,0.000006061317,0.000005947573,0.00002851031,0.00002738682,0.00001331795],"domain_scores_gemma":[0.9998512,0.00001942341,0.00003829077,0.00001199482,0.00005163409,0.00002748411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001813739,0.00004628288,0.4866668,0.0001823114,0.000091862,0.0009248453,0.002543444,0.0004084202,0.4605481,0.0001712474,0.00008226427,0.04815296],"study_design_scores_gemma":[0.00000254579,0.00006141559,0.9910753,0.000009682049,0.00002198024,0.0004464095,0.0006076921,0.0003139739,0.005919176,0.00003233289,0.001504671,0.000004754398],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989743,0.0001714814,0.000331505,0.000004949218,0.000001385578,0.000005429124,0.0001346294,0.000002925293,0.0003733922],"genre_scores_gemma":[0.9961346,0.0002876627,0.001588621,0.00001699838,0.000003892329,0.00001331295,0.0008694631,0.000004336268,0.001081059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0186689,"threshold_uncertainty_score":0.03712046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W111239625","doi":"","title":"Someone to Talk To: Care and Control of the Homeless","year":2000,"lang":"en","type":"book","venue":"Summit (Simon Fraser University)","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Simon Fraser University","keywords":"Control (management); Psychology; Sociology; Computer science; Artificial intelligence","authors":[{"name":"Thomas Allen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0175829968900416,"gpt":0.2517180304362209,"spread":0.2341350335461793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007738195,0.0002953688,0.0002276288,0.0003881179,0.003467633,0.003151697,0.0006387125,0.001239269,0.006008093],"category_scores_gemma":[0.001798726,0.0001103664,0.0001294753,0.0004452942,0.005118212,0.002925392,0.001593883,0.003255727,0.0007933609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001966588,"about_ca_system_score_gemma":0.003653118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01590336,"about_ca_topic_score_gemma":0.03547676,"domain_scores_codex":[0.9994279,0.0003218727,0.00001185977,0.00002662639,0.0001029892,0.0001087662],"domain_scores_gemma":[0.9992955,0.0002715069,0.00004779815,0.00001990861,0.00005775132,0.0003075634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002383972,0.0001174652,0.001063409,0.0002022018,0.000006738414,0.0004224596,0.0972544,0.0000795767,0.0001155496,0.1367595,0.6430064,0.1209484],"study_design_scores_gemma":[0.00002283872,0.000056984,0.00398111,0.001092693,0.000008265264,0.0004887289,0.1594998,0.0001275062,0.0001156187,0.05833335,0.7762555,0.00001753647],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01721955,0.1086316,0.0008647938,0.3411106,0.0080085,0.00004849405,0.00004999993,0.00005952197,0.5240068],"genre_scores_gemma":[0.4412684,0.08782298,0.0008861361,0.06296743,0.002959449,0.0001321575,0.00006705855,0.00008302592,0.4038134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01590336,"threshold_uncertainty_score":0.03162158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2283580868","doi":"","title":"Marijuana Cultivation in British Columbia: Using spatial and social network analysis techniques to inform evidence-based policy and planning","year":2006,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Social network analysis; Policy analysis; Political science; Environmental planning; Geography; Regional science; Public administration; Law; Social media","authors":[{"name":"Aili Malm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03643144167982635,"gpt":0.3435915489993528,"spread":0.3071601073195265,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001808951,0.0002527806,0.0003505168,0.004381113,0.002686682,0.002981814,0.001119209,0.0004521225,0.001978999],"category_scores_gemma":[0.01009853,0.0003606672,0.0001833297,0.01119843,0.001025867,0.0008599489,0.00129539,0.0008004913,0.0001654722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02724185,"about_ca_system_score_gemma":0.03558999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9895262,"about_ca_topic_score_gemma":0.9951189,"domain_scores_codex":[0.9987997,0.0004515532,0.0000738623,0.0001358869,0.0003211117,0.0002179046],"domain_scores_gemma":[0.9929889,0.002955925,0.0004886074,0.0002226402,0.002776554,0.0005672572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001289591,0.0001708553,0.7269285,0.001139872,0.0002983756,0.0008698604,0.01501362,0.007193572,0.0005450933,0.007056443,0.02058068,0.2200741],"study_design_scores_gemma":[0.0000291767,0.00007065736,0.8531958,0.001193634,0.0002316638,0.0001183029,0.08812946,0.0152426,0.0003461152,0.002875257,0.03849261,0.00007478514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376006,0.006565343,0.003126055,0.008339024,0.00005651443,0.0003823901,0.006507588,0.00006274266,0.03735975],"genre_scores_gemma":[0.9814759,0.006370653,0.005513874,0.0003122704,0.000009287804,0.0002196135,0.001633556,0.00001513845,0.004449705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02724185,"threshold_uncertainty_score":0.1976544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W135796216","doi":"","title":"Evaluating Collaborative Planning: A Case Study of the Morice Land and Resource Management Plan","year":2009,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Environmental planning; Business; Environmental resource management; Process management; Geography; Environmental science; Archaeology","authors":[{"name":"Cedar Morton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02398491615453708,"gpt":0.255438013095157,"spread":0.2314530969406199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02657043,0.0006515787,0.0006007227,0.001676626,0.01597947,0.007125493,0.00323311,0.003914684,0.00365244],"category_scores_gemma":[0.04014821,0.0005167949,0.0008101977,0.002702397,0.005494869,0.00339634,0.00510644,0.003510509,0.0004265121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01694585,"about_ca_system_score_gemma":0.0176839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07477267,"about_ca_topic_score_gemma":0.1686392,"domain_scores_codex":[0.9646332,0.02762915,0.0006351832,0.0009723966,0.003573315,0.002556703],"domain_scores_gemma":[0.9636995,0.0270182,0.00126038,0.001901097,0.003343704,0.002777093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009367217,0.006276557,0.02038792,0.001026656,0.000155647,0.03341439,0.5440608,0.03401413,0.004207609,0.09168971,0.01379347,0.2500364],"study_design_scores_gemma":[0.0003840547,0.003304034,0.01054449,0.0007376769,0.0001243247,0.003210144,0.762697,0.03918634,0.005684124,0.02056569,0.1533321,0.0002300495],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.881813,0.0004409923,0.02595797,0.005142674,0.00007212607,0.002605891,0.0001308448,0.00008075064,0.08375564],"genre_scores_gemma":[0.9491705,0.0004820146,0.04269664,0.0004173801,0.00001937939,0.0008454685,0.0001038122,0.00005537201,0.006209464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9252273,"threshold_uncertainty_score":0.1486748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2274938348","doi":"","title":"High resolution fire and vegetation history of Garry oak ecosystems in British Columbia","year":2006,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University; Parks Canada","keywords":"Vegetation (pathology); Charcoal; Fire regime; Ecosystem; Climate change; Pollen; Ecology; Boreal; Geography; Physical geography; Environmental science; Disturbance (geology); Fire history; Oceanography; Archaeology; Geology","authors":[{"name":"Marian Melissa McCoy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004033045145525472,"gpt":0.1602917011649755,"spread":0.15625865601945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001814224,0.000151185,0.0001835517,0.001350537,0.001261845,0.0008304723,0.0003484481,0.0001986911,0.001170406],"category_scores_gemma":[0.0005287363,0.0001751016,0.0001131441,0.002144503,0.0003125652,0.0001943942,0.0004809205,0.0002316621,0.0001667062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004126805,"about_ca_system_score_gemma":0.001677608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.913781,"about_ca_topic_score_gemma":0.9862569,"domain_scores_codex":[0.9998477,0.00001317813,0.000008703031,0.0000409911,0.00003405653,0.00005533421],"domain_scores_gemma":[0.9996207,0.00004860428,0.00006830029,0.00002695913,0.0001475133,0.00008791704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000084359,0.00002580909,0.9765382,0.00003372454,0.00004078946,0.0002351517,0.001820405,0.0003219883,0.004546704,0.00004597674,0.0004049719,0.01590179],"study_design_scores_gemma":[8.897675e-7,0.000002056473,0.9991867,0.00000426088,0.000002877738,0.00001442502,0.0003515654,0.00006740027,0.00006600982,0.000003774503,0.0002980091,0.00000191383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998736,0.000146146,0.00002571581,0.00001661717,5.70799e-7,0.000003557957,0.0003411761,0.000003368159,0.0007268414],"genre_scores_gemma":[0.998256,0.0001735573,0.0001362047,0.00001717086,7.842389e-7,0.00000560167,0.0007433669,0.000002700439,0.0006644939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08621901,"threshold_uncertainty_score":0.1734535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805486795","doi":"","title":"Game of Cops and Robbers on Eulerian Digraphs","year":2018,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Artificial Intelligence in Games","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Simon Fraser University","keywords":"Eulerian path; Computer science; Mathematics; Pure mathematics","authors":[{"name":"Seyyed Aliasghar Hosseini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0153020046747411,"gpt":0.2347197992454331,"spread":0.219417794570692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007564736,0.000878406,0.001016485,0.0004888654,0.001088791,0.001796787,0.001075857,0.001198353,0.006268771],"category_scores_gemma":[0.004694311,0.0004092613,0.0006490945,0.0005370585,0.001980314,0.003070075,0.001659566,0.001493557,0.0004794368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002161328,"about_ca_system_score_gemma":0.001266528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003619176,"about_ca_topic_score_gemma":0.004304993,"domain_scores_codex":[0.9988877,0.0004167679,0.00007145504,0.0002577201,0.0001377926,0.000228534],"domain_scores_gemma":[0.9977142,0.001301222,0.0001675925,0.0001347008,0.0001034907,0.0005789064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003946425,0.0001627579,0.00156989,0.0002052361,0.00006559015,0.0004662256,0.0006947851,0.08459684,0.00413626,0.8875914,0.004350695,0.01576576],"study_design_scores_gemma":[0.0001980304,0.0002259815,0.001188232,0.00006112912,0.0000536113,0.0003381337,0.0008552923,0.3195954,0.001980719,0.6583571,0.01709393,0.00005251118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5834994,0.0004053731,0.3280359,0.002519756,0.0001842142,0.0004454282,0.0009071439,0.000218071,0.08378477],"genre_scores_gemma":[0.9083921,0.0005499536,0.06799212,0.0002935705,0.00005888423,0.0002430837,0.0005928059,0.00004987128,0.0218276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006268771,"threshold_uncertainty_score":0.02097112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2152362622","doi":"10.13140/rg.2.2.14344.01289","title":"Symbolic Convex Analysis","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Advanced Optimization Algorithms Research","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Convex analysis; Proper convex function; Conic optimization; Convex optimization; Mathematical optimization; Regular polygon; Computer science; Ellipsoid method; Dimension (graph theory); Optimization problem; Theoretical computer science; Visualization; Mathematics; Artificial intelligence; Pure mathematics","authors":[{"name":"Christopher Howard Hamilton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02342506958919623,"gpt":0.2974570233452823,"spread":0.2740319537560861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287596,0.00147488,0.001146794,0.00151322,0.000729383,0.003430456,0.0008984926,0.0009166608,0.01521624],"category_scores_gemma":[0.005755786,0.0004020676,0.001256853,0.001924615,0.002524096,0.002082487,0.002381353,0.003236338,0.006549009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001836825,"about_ca_system_score_gemma":0.001307788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650573,"about_ca_topic_score_gemma":0.001299829,"domain_scores_codex":[0.9984428,0.0004821921,0.0000835778,0.0002710797,0.0006340058,0.00008631807],"domain_scores_gemma":[0.9981633,0.0009338287,0.0001430392,0.0002894667,0.000401884,0.0000686282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001010559,0.00000741876,0.0001348286,0.0001443958,0.00003099694,0.00005815075,0.000102137,0.02086831,0.0007567908,0.906857,0.02216157,0.04886821],"study_design_scores_gemma":[0.000007546564,0.00001227363,0.0001721752,0.00007644959,0.00001158888,0.00009341475,0.00004200874,0.07718536,0.0008101035,0.8371904,0.08438396,0.00001475473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.002313486,0.005001263,0.9145763,0.002320784,0.0004599363,0.00004686239,0.0005754849,0.0003285011,0.07437743],"genre_scores_gemma":[0.3057422,0.02538076,0.5166329,0.002052547,0.003473888,0.0006226598,0.003294063,0.001649555,0.1411514],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01521624,"threshold_uncertainty_score":0.05090338,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W104397320","doi":"","title":"Exploring 10,000 years of human history on Ebey’s Prairie, Whidbey Island, Washington","year":2006,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Archaeology and ancient environmental studies","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Park Service; Simon Fraser University","keywords":"Geography; Environmental ethics; Archaeology; Cartography; Philosophy","authors":[{"name":"Andrea L Weiser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02739799767200848,"gpt":0.1912170602864754,"spread":0.1638190626144669,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000256309,0.000122047,0.0001227635,0.001009554,0.001619478,0.0006533712,0.0002032608,0.0002637204,0.002066797],"category_scores_gemma":[0.0004447167,0.0001785304,0.00006329689,0.001540104,0.0005289269,0.0005337808,0.0006080777,0.0004551543,0.0001834059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009624069,"about_ca_system_score_gemma":0.0007005068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1982961,"about_ca_topic_score_gemma":0.6720985,"domain_scores_codex":[0.9999515,0.00001400149,0.000002402589,0.00001338238,0.000008100444,0.00001068901],"domain_scores_gemma":[0.9998317,0.00007006038,0.00002834415,0.00001080246,0.00003339031,0.00002569347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021972,0.0001359885,0.4295756,0.0002608407,0.0000891997,0.001406415,0.4228093,0.0003218334,0.004932177,0.001113662,0.008918069,0.1303346],"study_design_scores_gemma":[0.000002283545,0.00003796164,0.7752779,0.0001520244,0.00001999324,0.0002760502,0.1926082,0.0001048507,0.0004943029,0.0002113139,0.03080596,0.000009176107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944701,0.0006422881,0.0001413603,0.0002496497,0.000005208001,0.000007977187,0.0003537726,0.000002765326,0.004126813],"genre_scores_gemma":[0.989141,0.002243096,0.0006962685,0.0001496644,0.000008421474,0.00002794127,0.0008230292,0.000007483032,0.0069031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1982961,"threshold_uncertainty_score":0.3942837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W190339995","doi":"","title":"Design of stone tool technology during the Early Period (CA. 10,000-5,000 B.P.) at Namu, central coast of British Columbia","year":2006,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Pleistocene-Era Hominins and Archaeology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Simon Fraser University","keywords":"Period (music); Ancient history; Archaeology; Engineering; History; Art","authors":[{"name":"Farid Rahemtulla","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007742947465254086,"gpt":0.2068947387159712,"spread":0.1991517912507171,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006291892,0.0002303556,0.0002514096,0.002393238,0.003609913,0.002712275,0.000969364,0.0004207428,0.002950756],"category_scores_gemma":[0.002054821,0.0004083521,0.0001526232,0.004086026,0.002071365,0.0005182808,0.000971298,0.0003868524,0.0004215325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02375348,"about_ca_system_score_gemma":0.01790204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7538069,"about_ca_topic_score_gemma":0.9553094,"domain_scores_codex":[0.9990507,0.000137594,0.0000383682,0.0001359552,0.0003387863,0.0002985553],"domain_scores_gemma":[0.9989067,0.0001988341,0.0001267705,0.00006071764,0.0004809814,0.0002259349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003846626,0.0001160255,0.4909242,0.0005331279,0.00007363306,0.004486652,0.08275609,0.003056892,0.02971099,0.009701919,0.00412937,0.3741265],"study_design_scores_gemma":[0.000006989923,0.0001143804,0.8989577,0.0001333971,0.00002036885,0.0003635463,0.0546385,0.0008689702,0.002513813,0.0004585923,0.04188991,0.00003376573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710903,0.000508499,0.001064622,0.0001536626,0.00000765717,0.00008706563,0.000313611,0.00002982604,0.02674478],"genre_scores_gemma":[0.9756881,0.0005707815,0.002842042,0.00003392822,0.000001619505,0.00008644717,0.0002746735,0.0000306038,0.02047195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2461931,"threshold_uncertainty_score":0.4952859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3105207807","doi":"","title":"Swarm equilibria in domains with boundaries","year":2018,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Advanced Mathematical Modeling in Engineering","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Swarm behaviour; Computer science; Artificial intelligence","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01149150327119248,"gpt":0.2113989381332146,"spread":0.1999074348620221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003108345,0.0003300873,0.0004311237,0.0005194556,0.0008333431,0.001624022,0.0006087581,0.000960491,0.002199354],"category_scores_gemma":[0.001902191,0.0002693148,0.0005333654,0.0001951305,0.001590946,0.001722237,0.001978246,0.0006585753,0.0002139126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000744568,"about_ca_system_score_gemma":0.0003596108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576286,"about_ca_topic_score_gemma":0.0006777149,"domain_scores_codex":[0.9998178,0.00004986867,0.00001094567,0.00003963902,0.00004455855,0.00003714778],"domain_scores_gemma":[0.9995382,0.0001893482,0.00010236,0.00004824267,0.00004822699,0.00007359413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007163222,0.0000748222,0.003183172,0.000121388,0.00004315827,0.0005680581,0.0007021539,0.3507125,0.01213449,0.6233984,0.001697362,0.007292884],"study_design_scores_gemma":[0.00003843251,0.00006912728,0.001034527,0.00004494467,0.00001144256,0.0001231182,0.0003417377,0.7890851,0.001935856,0.2025276,0.004762087,0.00002594083],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7692338,0.001061847,0.1823556,0.001471208,0.0001528449,0.00007332474,0.0001017773,0.0001945824,0.04535504],"genre_scores_gemma":[0.9812806,0.0002712727,0.01273245,0.0001287846,0.00004018642,0.00007552176,0.0000729426,0.00003491017,0.005363192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002199354,"threshold_uncertainty_score":0.007357538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W200903985","doi":"","title":"Serious feast: Vancouver foodies in globalized consumer society","year":2003,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Taste; Consumption (sociology); Context (archaeology); Favourite; Subculture (biology); Advertising; Sociology; Reading (process); Consumerism; Media studies; Aesthetics; Social science; Psychology; Art; Political science; Geography; Business; Law","authors":[{"name":"Diana Ambrozas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01124261668060298,"gpt":0.2028289460908665,"spread":0.1915863294102635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004645041,0.000328167,0.00023808,0.001197833,0.01756776,0.008749801,0.0006063149,0.001024444,0.005467561],"category_scores_gemma":[0.0009265697,0.0002563621,0.0001131833,0.003578015,0.007220794,0.001951502,0.004413965,0.001653823,0.0003054142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01368827,"about_ca_system_score_gemma":0.007136998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5073986,"about_ca_topic_score_gemma":0.8400555,"domain_scores_codex":[0.9993266,0.0002335126,0.00001067898,0.00009209124,0.0001500181,0.0001870744],"domain_scores_gemma":[0.9994001,0.0001293997,0.00006907223,0.00002810229,0.0001275819,0.0002457008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005065289,0.00005937803,0.02018459,0.0001429299,0.00001036372,0.001882902,0.9158857,0.00006251816,0.0005193716,0.01907886,0.01357082,0.02855188],"study_design_scores_gemma":[0.000004676376,0.00002829688,0.03321195,0.00009301509,0.000005252419,0.0001990704,0.8409917,0.0000323483,0.00008459691,0.0008458421,0.1244893,0.0000138562],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8675728,0.002870749,0.0001409058,0.005338326,0.0001175988,0.00004251769,0.0001261593,0.00001320548,0.1237777],"genre_scores_gemma":[0.9630806,0.002601297,0.00018145,0.0008607992,0.0000294202,0.00002643278,0.00009578785,0.00001426318,0.03310993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4926014,"threshold_uncertainty_score":0.9910048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060658636","doi":"","title":"Complexity of generalized colourings of chordal graphs","year":2008,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Advanced Graph Theory Research","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Chordal graph; Combinatorics; Mathematics; Split graph; Treewidth; Pathwidth; Indifference graph; Discrete mathematics; Interval graph; Time complexity; Graph; 1-planar graph; Line graph","authors":[{"name":"Juraj Stacho","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02899952163028764,"gpt":0.2599973221002231,"spread":0.2309978004699355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001192529,0.00103111,0.001503587,0.0006912164,0.001215172,0.004820071,0.002720927,0.002231043,0.005598578],"category_scores_gemma":[0.01212286,0.0007090803,0.001675915,0.001708487,0.002481626,0.006676311,0.002714175,0.002366811,0.0004015813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003199871,"about_ca_system_score_gemma":0.00166727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005677179,"about_ca_topic_score_gemma":0.004468486,"domain_scores_codex":[0.9973091,0.0006296536,0.0001844295,0.0008737798,0.0004698088,0.0005332783],"domain_scores_gemma":[0.9847997,0.01094181,0.001265619,0.001624554,0.0005159948,0.0008523173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002221771,0.000513562,0.01496188,0.001496635,0.0003757153,0.001109511,0.002036585,0.6537659,0.02168975,0.2095001,0.01560104,0.07672761],"study_design_scores_gemma":[0.0003380135,0.0001225947,0.002895823,0.00004476753,0.00009520026,0.0004940995,0.0005801402,0.4746315,0.004595381,0.5131038,0.003051516,0.00004717813],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9178916,0.0006398187,0.06724285,0.002334515,0.00008383567,0.0002926278,0.002369588,0.0006728889,0.008472333],"genre_scores_gemma":[0.9567543,0.0004883084,0.03470742,0.0002487773,0.0001072847,0.0001833778,0.003323403,0.0001869528,0.004000052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005677179,"threshold_uncertainty_score":0.02321684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2941539574","doi":"","title":"An Updated List of the Mosquitoes of British Columbia with Distribution Notes","year":2019,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Distribution (mathematics); Geography; Mathematics","authors":[{"name":"Daniel A.H. Peach","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003539092533335309,"gpt":0.1633032403059123,"spread":0.159764147772577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003860708,0.001577764,0.0008365167,0.006156527,0.002086492,0.001641425,0.001002284,0.0006782693,0.08522522],"category_scores_gemma":[0.00111764,0.0004688241,0.000425481,0.01090713,0.0005038811,0.001064261,0.0007178225,0.001578692,0.02636409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003700542,"about_ca_system_score_gemma":0.01745853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7588067,"about_ca_topic_score_gemma":0.8942136,"domain_scores_codex":[0.9995939,0.00002100668,0.00004671937,0.00004709828,0.0001866442,0.0001046933],"domain_scores_gemma":[0.9982451,0.00006863342,0.0001210269,0.00004886204,0.001212929,0.000303362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003503768,0.00001239666,0.0009395824,0.000375269,0.000004084525,0.00007528812,0.00004011707,0.00005057508,0.0002882194,0.000217255,0.946671,0.05129112],"study_design_scores_gemma":[0.000009680955,0.00001220456,0.01740655,0.0002123286,0.00001074097,0.0001278113,0.00009064755,0.00003331454,0.00008867953,0.00006835881,0.9819209,0.00001893199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01096179,0.1074967,0.00335268,0.01382571,0.04473988,0.00123665,0.4491036,0.002653104,0.36663],"genre_scores_gemma":[0.01398643,0.05507076,0.008236716,0.005163068,0.002959871,0.0005459898,0.2282866,0.0004426585,0.6853079],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2411933,"threshold_uncertainty_score":0.4852274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W635276009","doi":"","title":"Interactive Audio Content: An Approach to Audio Content for a Dynamic Museum Experience through Augmented Audio Reality and Adaptive Information Retrieval","year":2004,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"Canarie","keywords":"Exhibition; Augmented reality; Computer science; Multimedia; Soundscape; Process (computing); Human–computer interaction; Interface (matter); World Wide Web; Sound (geography); Art; Visual arts","authors":[{"name":"Ron Wakkary","is_ca":true},{"name":"Kenneth Newby","is_ca":false},{"name":"Marek Hatala","is_ca":false},{"name":"Dale Evernden","is_ca":false},{"name":"Milena Droumeva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04458043152750493,"gpt":0.2462369202403674,"spread":0.2016564887128624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007900925,0.0005866865,0.0003999542,0.002083491,0.001293116,0.007078741,0.001966209,0.00178782,0.006728746],"category_scores_gemma":[0.001568676,0.0004566321,0.0007049375,0.00152081,0.003739031,0.00463878,0.003145217,0.001012902,0.001320683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001697199,"about_ca_system_score_gemma":0.001758802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004911507,"about_ca_topic_score_gemma":0.008118171,"domain_scores_codex":[0.9992979,0.0002007023,0.00004110871,0.0001311567,0.0002534561,0.00007571447],"domain_scores_gemma":[0.9993999,0.000232186,0.00004312798,0.0001291649,0.000109551,0.00008603377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001440945,0.0001780412,0.0007947813,0.001070503,0.00005865188,0.001355767,0.02133767,0.009191492,0.04522052,0.6397168,0.01009829,0.2708334],"study_design_scores_gemma":[0.00008838452,0.0003155229,0.00213287,0.0004827931,0.0002559135,0.00366763,0.01288002,0.06570035,0.02756232,0.1260466,0.7606874,0.0001801886],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02014447,0.002191035,0.863781,0.001867365,0.0002010606,0.0003859416,0.0001206521,0.001842347,0.1094662],"genre_scores_gemma":[0.2658551,0.002672902,0.6650642,0.0005403107,0.0002307383,0.0005463585,0.00025588,0.0004158585,0.06441874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007078741,"threshold_uncertainty_score":0.02250987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2113596327","doi":"","title":"Born to do it? The social construction of motherhood","year":2006,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ideology; Gender studies; Institution; Resistance (ecology); Sociology; Variety (cybernetics); Social psychology; Psychology; Political science; Social science; Politics; Law","authors":[{"name":"Caitlin Holmes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05440888224256868,"gpt":0.392751619053558,"spread":0.3383427368109893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002439328,0.0001969271,0.0002437659,0.0005224267,0.00903002,0.006028463,0.00048559,0.000780752,0.002781226],"category_scores_gemma":[0.002858439,0.0001813572,0.00008828103,0.0005093854,0.03177151,0.002664152,0.003673111,0.001494938,0.0003551436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004323384,"about_ca_system_score_gemma":0.003911959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02835294,"about_ca_topic_score_gemma":0.04055746,"domain_scores_codex":[0.9969408,0.002323077,0.00003081429,0.0001508893,0.0002069382,0.0003475154],"domain_scores_gemma":[0.9990731,0.0003718641,0.000107465,0.00007558217,0.0001466537,0.0002253003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001585068,0.00001424183,0.005621622,0.00003989573,0.000008570405,0.0005393485,0.5741305,0.00005226405,0.00040464,0.3890016,0.004051509,0.02611988],"study_design_scores_gemma":[0.000007721144,0.00004846091,0.008642817,0.0003672997,0.00001450672,0.0006289767,0.5649302,0.00011115,0.0003075162,0.09591072,0.3290106,0.00002005396],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4726632,0.01496382,0.004742753,0.06786802,0.0006594355,0.00002769265,0.00004932306,0.00004420489,0.4389815],"genre_scores_gemma":[0.9877424,0.001788654,0.0003575368,0.0006825959,0.00002494552,0.000008705242,0.000007986963,0.000009260251,0.009377978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.99097,"threshold_uncertainty_score":0.0563758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2310937389","doi":"","title":"Bimetallic Thermal Resists for Photomask, Micromachining and Microfabrication","year":2004,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Advancements in Photolithography Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Simon Fraser University","keywords":"Microfabrication; Resist; Photomask; Surface micromachining; Bimetallic strip; Materials science; Nanotechnology; Metallurgy; Fabrication; Metal","authors":[{"name":"Richard Tu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007313167035394571,"gpt":0.2198707062704373,"spread":0.2125575392350427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001490019,0.0003101022,0.0002050266,0.0002370426,0.0002513773,0.0004037974,0.000373082,0.0003692837,0.003972509],"category_scores_gemma":[0.0001778828,0.0002350141,0.000221673,0.0002248715,0.0001262946,0.0003697158,0.0002468708,0.0004647317,0.001848474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000323533,"about_ca_system_score_gemma":0.0001911389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001948055,"about_ca_topic_score_gemma":0.0005731155,"domain_scores_codex":[0.9997546,0.00001923837,0.000008454317,0.00004046853,0.0001541678,0.00002304579],"domain_scores_gemma":[0.9999179,0.00001566462,0.00002763035,0.00001703481,0.00001566237,0.000006109899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002189194,0.00001762327,0.0001886362,0.0002369688,0.00001100051,0.00006954529,0.00002853798,0.000524406,0.9722781,0.003086668,0.0009881962,0.02254836],"study_design_scores_gemma":[0.000009871951,0.000197983,0.001205105,0.00003231786,0.00001815671,0.0005666634,0.00002690907,0.00364954,0.935129,0.0009548959,0.05818751,0.00002195693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5764934,0.04229211,0.3023371,0.001212739,0.00106462,0.0002878634,0.001388457,0.002962872,0.07196087],"genre_scores_gemma":[0.7717221,0.008225529,0.1846041,0.0002127489,0.0001249311,0.0001888992,0.0009363246,0.0004141769,0.03357117],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003972509,"threshold_uncertainty_score":0.01328933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3187867196","doi":"","title":"COVID-19 and the Impact on Children's Mental Health","year":2020,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Simon Fraser University","keywords":"Coronavirus disease 2019 (COVID-19); Mental health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Pandemic; Medicine; Psychiatry; Virology; Outbreak; Disease","authors":[{"name":"Candice Waddell-Henowitch","is_ca":false},{"name":"Carolyn E. Schwartz","is_ca":false},{"name":"J. Barican","is_ca":false},{"name":"Dennis Choon Yung Ten","is_ca":false},{"name":"D. Gray-Grant","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03083007737609202,"gpt":0.3276580391639729,"spread":0.2968279617878809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002787679,0.0003772898,0.0007399642,0.002059308,0.0009545329,0.002833397,0.0008305867,0.0008743902,0.005476708],"category_scores_gemma":[0.01385116,0.0002575969,0.001466712,0.002955104,0.001055151,0.001177691,0.002164474,0.002003608,0.0002119856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009500218,"about_ca_system_score_gemma":0.02003624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3899399,"about_ca_topic_score_gemma":0.5504889,"domain_scores_codex":[0.9974332,0.0009340076,0.0003597558,0.000178053,0.0006622142,0.0004326928],"domain_scores_gemma":[0.9938571,0.00306072,0.001122352,0.0001265936,0.001384118,0.000449131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005196508,0.00009396148,0.0756621,0.2607183,0.004344099,0.001069105,0.007890942,0.0006129658,0.0003827233,0.01065887,0.1069157,0.5311316],"study_design_scores_gemma":[0.0001275466,0.0001492681,0.1821276,0.4728649,0.004051252,0.001400406,0.01068473,0.0001805708,0.0002815851,0.002439338,0.3255917,0.0001010969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01205654,0.9649002,0.00007839788,0.01180344,0.0007727144,0.00008082441,0.002314195,0.00001444528,0.007979219],"genre_scores_gemma":[0.1776338,0.8109781,0.0007508288,0.007274566,0.0003970328,0.0002233025,0.001390102,0.00001754857,0.001334712],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3899399,"threshold_uncertainty_score":0.7753404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1029193262","doi":"","title":"The role of peer drug users’ social networks and harm reduction programs in changing the dynamics of life for people who use drugs in the downtown eastside of Vancouver, Canada","year":2015,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Harm reduction; Heroin; Downtown; Government (linguistics); Medicine; Psychology; Drug; Internet privacy; Public relations; Public health; Psychiatry; Nursing; Political science","authors":[{"name":"Ehsan Jozaghi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01674988846181344,"gpt":0.2475421730019866,"spread":0.2307922845401732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001973004,0.0002729602,0.000333295,0.0009372106,0.01378385,0.004528212,0.001353476,0.0006652004,0.002863221],"category_scores_gemma":[0.005565751,0.000207527,0.0001681696,0.0007281667,0.005271513,0.001511042,0.004152129,0.001060552,0.0001329689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571061,"about_ca_system_score_gemma":0.02256679,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.751087,"about_ca_topic_score_gemma":0.9068148,"domain_scores_codex":[0.9969049,0.001576235,0.0000560429,0.0001772334,0.00044391,0.000841666],"domain_scores_gemma":[0.9953293,0.0009658996,0.0003664372,0.0001013993,0.001010077,0.00222694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006808698,0.0001902398,0.09346805,0.0001242606,0.00002978094,0.001146584,0.8658507,0.00008151588,0.0005053039,0.002829561,0.003582033,0.03212381],"study_design_scores_gemma":[0.00000673186,0.00005562647,0.05086841,0.00009799354,0.00001825146,0.0001268313,0.9337938,0.00009320329,0.00007309104,0.0001987533,0.01465025,0.00001699187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802476,0.0006393507,0.0001112884,0.00273653,0.00005475174,0.00006679673,0.00003226248,0.000006644984,0.01610478],"genre_scores_gemma":[0.9967907,0.0005948677,0.0001128984,0.0002431332,0.00001050671,0.00001915823,0.00001704389,0.000004685259,0.002206955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.248913,"threshold_uncertainty_score":0.5007579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996872686","doi":"","title":"Sorption thermal energy storage for sustainable heating and cooling","year":2019,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sorption; Thermal energy storage; Sustainable energy; Thermal; Environmental science; Materials science; Nuclear engineering; Waste management; Thermodynamics; Mechanical engineering; Architectural engineering; Engineering; Chemistry; Physics; Electrical engineering; Renewable energy; Organic chemistry; Adsorption","authors":[{"name":"Mina Rouhani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006671340736606937,"gpt":0.1913402523163858,"spread":0.1846689115797788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000219526,0.0002853693,0.0003052927,0.000327294,0.0004654355,0.0007493896,0.0003595224,0.0004415584,0.008909127],"category_scores_gemma":[0.0002060551,0.0001824604,0.0003811961,0.000528854,0.0002756607,0.0008705283,0.0005859394,0.0006068685,0.002748813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007374135,"about_ca_system_score_gemma":0.0007196232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001202516,"about_ca_topic_score_gemma":0.003028357,"domain_scores_codex":[0.9998392,0.00002165847,0.000006707427,0.00002770359,0.00008235965,0.00002238517],"domain_scores_gemma":[0.9999229,0.00001869309,0.00001038516,0.00001203285,0.00003055778,0.000005520462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002645683,0.0002210309,0.001854306,0.002350411,0.00005552703,0.0002579427,0.0002348125,0.03649307,0.4661042,0.06350768,0.02892237,0.3997341],"study_design_scores_gemma":[0.00004776639,0.0005336248,0.003493175,0.0003269216,0.00008589518,0.0005435342,0.0003130687,0.1791501,0.3875883,0.02514267,0.4026737,0.0001011343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3552727,0.09305347,0.287881,0.005710549,0.002331033,0.0004936371,0.003646024,0.00370069,0.247911],"genre_scores_gemma":[0.9148274,0.01792918,0.02835581,0.0002816356,0.0001605494,0.0001426076,0.0009887835,0.0001712583,0.03714284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008909127,"threshold_uncertainty_score":0.02980405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2268713075","doi":"","title":"The role of shared practice in the origins of joint attention and pointing","year":2005,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Michael Smith Health Research BC","keywords":"Joint attention; Psychology; Meaning (existential); Gaze; Theory of mind; Empirical research; Focus (optics); Cognitive psychology; Epistemology; Social psychology; Cognitive science; Developmental psychology; Cognition; Psychoanalysis; Psychotherapist; Autism","authors":[{"name":"Timothy P. Racine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01006608968604047,"gpt":0.2465381059211544,"spread":0.2364720162351139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003891515,0.0004028077,0.0004478398,0.001677562,0.001409407,0.003753345,0.001824805,0.002854488,0.002944033],"category_scores_gemma":[0.01502279,0.0004743442,0.0006204108,0.001134517,0.01712351,0.005684106,0.005841927,0.002683454,0.0004714938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001837613,"about_ca_system_score_gemma":0.001766832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004520391,"about_ca_topic_score_gemma":0.003938687,"domain_scores_codex":[0.9971098,0.0008666911,0.0001667801,0.0008653415,0.0006080633,0.0003833322],"domain_scores_gemma":[0.9851135,0.008759018,0.002437311,0.002165732,0.00101442,0.000510007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001807334,0.0001639886,0.04327006,0.0006006703,0.00005096833,0.004792966,0.1975295,0.001223195,0.01777522,0.5876085,0.0006167516,0.1461875],"study_design_scores_gemma":[0.00007344181,0.0008132443,0.3226323,0.001713416,0.0001697902,0.0148708,0.08499531,0.005118349,0.02372149,0.4844284,0.06109614,0.0003673397],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7757426,0.007963328,0.07273186,0.004433734,0.0001446384,0.0001222496,0.00009313109,0.0001916076,0.1385769],"genre_scores_gemma":[0.9828325,0.001611196,0.01168691,0.0001526813,0.00003060643,0.000092627,0.00003159829,0.00002632689,0.003535646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004520391,"threshold_uncertainty_score":0.02058053,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W841140882","doi":"","title":"Unselfconscious interaction: a conceptual construct. Interacting with Computers","year":2015,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Construct (python library); Computer science; Human–computer interaction; Cognitive science; Psychology; Programming language","authors":[{"name":"Ron Wakkary","is_ca":false},{"name":"Audrey Desjardins","is_ca":false},{"name":"Sabrina Hauser","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0517165069789217,"gpt":0.309538531837989,"spread":0.2578220248590673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006841121,0.0009347439,0.0002750086,0.004268405,0.0038814,0.00802951,0.001756849,0.003341541,0.003223094],"category_scores_gemma":[0.008808631,0.0004494335,0.0006698141,0.002911061,0.04041548,0.01335508,0.008127733,0.003760732,0.000358868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003937337,"about_ca_system_score_gemma":0.00247595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002455277,"about_ca_topic_score_gemma":0.002168963,"domain_scores_codex":[0.9902157,0.006728734,0.0003491587,0.0007527718,0.001515726,0.000438006],"domain_scores_gemma":[0.9928735,0.003996355,0.0007767816,0.0009387663,0.0006191254,0.0007954133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001450101,0.00003890127,0.001697292,0.0001479156,0.00001020374,0.0001108795,0.0748042,0.0002928353,0.0003716909,0.9044767,0.00123803,0.01679681],"study_design_scores_gemma":[0.00002784084,0.0001307468,0.003848035,0.0007781459,0.00002318336,0.001201799,0.08204544,0.003293496,0.0007693649,0.6418824,0.265911,0.0000885947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1288039,0.0120691,0.5469256,0.0256383,0.000715694,0.0006402158,0.0002098157,0.0004948853,0.2845024],"genre_scores_gemma":[0.9287536,0.00178787,0.06051723,0.00166179,0.00009522409,0.0007989125,0.0001646772,0.00008296726,0.006137798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00802951,"threshold_uncertainty_score":0.03617972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}