{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2466,"total_is_capped":false,"direct_labels_cover":4,"predictions_cover":2466,"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":"d596665230c6","filters":{"venue":"oURspace (University of Regina)"}},"results":[{"id":"W3202375536","doi":"","title":"Development of a fuzzy multi-criteria decision support system for municipal solid waste management.","year":2001,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":30,"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","keywords":"Solid waste management; Fuzzy logic; Decision support system; Municipal solid waste; Waste management; Engineering; Computer science; Business; Environmental planning; Operations research; Environmental science; Risk analysis (engineering); Data mining; Artificial intelligence","authors":[{"name":"Steven KwokYam Cheng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08642081273625737,"gpt":0.3670503618942422,"spread":0.2806295491579848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007747089,0.0003437111,0.0004620177,0.0003724459,0.0004813089,0.001045635,0.0008290629,0.0007962456,0.004211926],"category_scores_gemma":[0.001503862,0.0003216042,0.0004688578,0.0002493392,0.0001346323,0.0008206227,0.000491735,0.0006733346,0.001190651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003866405,"about_ca_system_score_gemma":0.0009891918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00321587,"about_ca_topic_score_gemma":0.003726063,"domain_scores_codex":[0.9997575,0.00004528817,0.00002358184,0.00004041099,0.0001144244,0.00001887065],"domain_scores_gemma":[0.9997072,0.00007377488,0.00002021164,0.00001884719,0.0001458315,0.00003400527],"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":[0.0006119717,0.0004180726,0.002941532,0.0008069338,0.0002534394,0.0009118052,0.0005708111,0.1048949,0.07060879,0.008883255,0.01290158,0.7961969],"study_design_scores_gemma":[0.0002047458,0.0004368994,0.002208686,0.0001533566,0.0001502737,0.0003496062,0.0002090989,0.9115241,0.04330228,0.00415331,0.03724799,0.0000595896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05404903,0.0008054891,0.9296313,0.0009957325,0.0002437717,0.0009266969,0.0005055876,0.006989847,0.005852622],"genre_scores_gemma":[0.2435572,0.0005219103,0.7471485,0.0002254564,0.00004186353,0.0005610543,0.0006448612,0.0001146172,0.007184444],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004211926,"threshold_uncertainty_score":0.0140903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7052526284","doi":"","title":"Self-determination, Citizenship, and Federalism: Indigenous and Canadian Palimpsest","year":2003,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Variety (cybernetics); Palimpsest; Public policy; Work (physics); Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00771334892345485,"gpt":0.1984038445735682,"spread":0.1906904956501133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002846604,0.0001623737,0.0002964072,0.001472752,0.01543637,0.004407116,0.0009522362,0.0009368678,0.009373226],"category_scores_gemma":[0.005535587,0.0001208574,0.0002042987,0.003603411,0.01356769,0.001801713,0.00260909,0.002010485,0.0001723129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06867687,"about_ca_system_score_gemma":0.09689061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908223,"about_ca_topic_score_gemma":0.9939237,"domain_scores_codex":[0.9972282,0.0003679866,0.00004841236,0.0002022992,0.0007733829,0.001379693],"domain_scores_gemma":[0.9972804,0.0006523476,0.0002681836,0.0001172777,0.0008068626,0.0008749345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006812072,0.00007912578,0.0514429,0.0001910263,0.00002835781,0.000384977,0.1832861,0.0003904726,0.0001660891,0.6800053,0.02263621,0.06132133],"study_design_scores_gemma":[0.00002299372,0.00004670324,0.3094214,0.000882542,0.0000481983,0.0003092621,0.3097553,0.0007532199,0.0002739953,0.05577455,0.3225957,0.0001161721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5607156,0.009495065,0.0005574106,0.06727204,0.0002088823,0.00005979018,0.0005314515,0.00002129186,0.3611385],"genre_scores_gemma":[0.9842145,0.002170363,0.0001534755,0.00105678,0.00002563774,0.00001006359,0.00005722865,0.000006779825,0.01230509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06867687,"threshold_uncertainty_score":0.4982879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2249208421","doi":"","title":"Mass Transfer Studies of Carbon Dioxide Absorption into Aqueous Solutions of 4-(Diethylamine)-2-Butanol, Blended Monoethanolamine with 4-(Diethylamine)-2-Butanol, and Blended Monoethanolamine with Methyldiethanolamine","year":2013,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Faculty of Graduate Studies and Research, University of Alberta; Natural Sciences and Engineering Research Council of Canada; Canadian Bureau for International Education","keywords":"Diethylamine; Butanol; Carbon dioxide; Aqueous solution; Chemistry; Absorption (acoustics); Organic chemistry; Materials science; Ethanol","authors":[{"name":"Abdulaziz Naami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01102030706872776,"gpt":0.2007547130517284,"spread":0.1897344059830006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002095661,0.0004358773,0.0002449151,0.0002330621,0.0002962552,0.0003316629,0.0004272356,0.0005488074,0.002135235],"category_scores_gemma":[0.0002794368,0.0001707166,0.0003096103,0.0003005023,0.0002613109,0.0003445931,0.000185883,0.0005729708,0.0004813922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003509561,"about_ca_system_score_gemma":0.0002100897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791751,"about_ca_topic_score_gemma":0.001723664,"domain_scores_codex":[0.9998723,0.00001161733,0.00000565012,0.00003661518,0.00004472848,0.00002917298],"domain_scores_gemma":[0.9998636,0.00007031216,0.00001804984,0.000006578081,0.00003367003,0.000007817969],"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":[0.0001028588,0.00002438084,0.00007765325,0.00004639749,0.000006763113,0.00003264341,0.00006688851,0.00007924027,0.9978639,0.00004517343,0.00004413213,0.001609877],"study_design_scores_gemma":[0.000008788165,0.0001674051,0.0007778265,0.000004115714,0.000007331835,0.00002450508,0.00003863007,0.0006606901,0.9979075,0.00001285096,0.0003860886,0.000004218462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911956,0.001608193,0.002329549,0.0001451054,0.00007727569,0.00006294391,0.0002174928,0.00006780089,0.004296065],"genre_scores_gemma":[0.9903982,0.001337308,0.002207633,0.00008046735,0.00001816967,0.00007356525,0.0001976361,0.00002036098,0.00566679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002135235,"threshold_uncertainty_score":0.00714314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203648762","doi":"","title":"Removal of lead from aqueous solutions by adsorption using peat moss.","year":2001,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Integrated Water Resources Management","field":"Environmental Science","cited_by":15,"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; University of Regina","keywords":"Moss; Peat; Aqueous solution; Adsorption; Lead (geology); Environmental science; Environmental chemistry; Chemistry; Geology; Geography; Botany; Biology; Archaeology; Organic chemistry; Geomorphology","authors":[{"name":"Akinbayo O. Akinbiyi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0131043372007963,"gpt":0.1989814059910174,"spread":0.1858770687902211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001184919,0.0003305738,0.0002076644,0.00016391,0.0002259668,0.0002533162,0.0001967103,0.0001971952,0.001562809],"category_scores_gemma":[0.0001785251,0.0001619176,0.0002544136,0.0001242436,0.00008865661,0.0002048844,0.0002012184,0.000242086,0.0006109981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000173946,"about_ca_system_score_gemma":0.0001930242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006904596,"about_ca_topic_score_gemma":0.009294413,"domain_scores_codex":[0.9999355,0.000006061679,0.000003158017,0.00001429878,0.00002105972,0.00001996143],"domain_scores_gemma":[0.9999608,0.0000114488,0.000004624974,0.000002988256,0.00001294242,0.000007158732],"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":[0.00003550301,0.00001352989,0.0001227161,0.00008928752,0.000004935985,0.00003791073,0.00002878548,0.00005075915,0.9954913,0.00001951083,0.00006799299,0.004037651],"study_design_scores_gemma":[0.000008054134,0.0001945498,0.001752701,0.00001495486,0.00001616577,0.00009035049,0.00004733248,0.0004763873,0.995417,0.00001857777,0.001959779,0.000004114214],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983165,0.004899233,0.004904378,0.0001852982,0.00009451091,0.00006670608,0.0001978312,0.00009225204,0.0063948],"genre_scores_gemma":[0.9708434,0.004795149,0.005630941,0.00004821337,0.00001975209,0.00002024078,0.0002620777,0.00002736655,0.01835285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006904596,"threshold_uncertainty_score":0.0137288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6986910095","doi":"","title":"RESPONDING TO WIFE ABUSE IN FARM AND RURAL COMMUNITIES Searching for Solutions that Work","year":2001,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Intimate Partner and Family Violence","field":"Social Sciences","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":"Census; Rural area; Wife; Population; Work (physics); Fishing; Rural settlement; Agriculture; Rural history","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05537392270939277,"gpt":0.2994292585178963,"spread":0.2440553358085035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002914299,0.0002146654,0.0003589987,0.0008886441,0.009786108,0.002245473,0.0008435762,0.002502655,0.004480463],"category_scores_gemma":[0.006952357,0.0003774196,0.0002381252,0.0007246931,0.002643554,0.001902926,0.00517155,0.001844549,0.000521737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112562,"about_ca_system_score_gemma":0.003589217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004757707,"about_ca_topic_score_gemma":0.01817757,"domain_scores_codex":[0.9962621,0.002652745,0.00007694097,0.00008102303,0.0001972298,0.0007298598],"domain_scores_gemma":[0.9978982,0.0004763051,0.0004403634,0.00006684458,0.0002718727,0.0008464485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001845769,0.001325072,0.1824916,0.0008524686,0.0001320992,0.01556287,0.5231714,0.0004540138,0.002675734,0.009293996,0.0430167,0.2208394],"study_design_scores_gemma":[0.0000248896,0.0004076838,0.02288337,0.0004614379,0.00001744391,0.004551064,0.9239711,0.0003004586,0.0002357832,0.003083714,0.04404125,0.00002175913],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9179391,0.004749849,0.001379358,0.04467279,0.0003144551,0.0001304333,0.00002262959,0.0000272891,0.03076405],"genre_scores_gemma":[0.9854667,0.004805406,0.001015529,0.00450809,0.00009105934,0.00007256679,0.00001581175,0.000007970704,0.004016863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009786108,"threshold_uncertainty_score":0.01541245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204786325","doi":"","title":"Habitat selection and demography of mixed -grass prairie songbirds in a fragmented landscape.","year":2003,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"U.S. Geological Survey; Government of Canada; National Fish and Wildlife Foundation; World Wildlife Fund","keywords":"Habitat; Geography; Selection (genetic algorithm); Ecology; Biology; Computer science","authors":[{"name":"Stephen K. Davis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004632837071588513,"gpt":0.1928092005673336,"spread":0.1881763634957451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002232173,0.00008669453,0.0001308,0.0003250247,0.0002391698,0.0002875767,0.0002365536,0.0002096469,0.001054018],"category_scores_gemma":[0.0005785624,0.0001420364,0.0001183678,0.0003747197,0.0002682917,0.0002463038,0.0002258186,0.000251113,0.0002352874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923856,"about_ca_system_score_gemma":0.0001184773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02178484,"about_ca_topic_score_gemma":0.08680121,"domain_scores_codex":[0.9999092,0.00003096475,0.000003702531,0.00002824445,0.000008016747,0.00001999109],"domain_scores_gemma":[0.9997384,0.00004134166,0.00007512269,0.00002051866,0.00002784212,0.00009672289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001308815,0.00006826031,0.9934415,0.000008155666,0.00005452452,0.00009573029,0.0006792578,0.0002055911,0.001676475,0.00003399474,0.0002006783,0.003404797],"study_design_scores_gemma":[0.00000140634,0.00002607536,0.9995251,0.000001212441,0.000003272678,0.00003998254,0.0002286838,0.0001044012,0.00001444755,0.000006942008,0.00004766168,8.894469e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997756,0.00003492647,0.0000179439,0.000008672207,5.600065e-7,9.659117e-7,0.00007234689,4.854506e-7,0.00008842546],"genre_scores_gemma":[0.9995458,0.00003792295,0.00007122838,0.000009356112,0.00000133725,0.000002494869,0.0001539035,9.685423e-7,0.0001770623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9782152,"threshold_uncertainty_score":0.04331607,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3203675244","doi":"","title":"Geology and tectonic setting of the Oldman-Bulyea shear zone, northern Saskatchewan, Canada.","year":2001,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Shear zone; Tectonics; Shear (geology); Seismology; Geomorphology; Paleontology","authors":[{"name":"Colin Card","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004663094175508265,"gpt":0.1638730148249462,"spread":0.1592099206494379,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003554583,0.0003015225,0.0002578284,0.002602399,0.001994732,0.001230341,0.0009566994,0.0002815779,0.005521986],"category_scores_gemma":[0.0008989949,0.0002977251,0.0002237754,0.008209107,0.001140869,0.0004447817,0.001024849,0.0004633717,0.0005865311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02481112,"about_ca_system_score_gemma":0.03762769,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952233,"about_ca_topic_score_gemma":0.9990357,"domain_scores_codex":[0.9997911,0.00002111552,0.00001689076,0.00004186695,0.00003899133,0.00009010023],"domain_scores_gemma":[0.9992664,0.00007051882,0.00008454805,0.00003532448,0.0004031812,0.0001398665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000319034,0.00005697926,0.8986026,0.0002800154,0.0001464113,0.0007919664,0.007685029,0.002035215,0.003478402,0.004074342,0.01190125,0.07062879],"study_design_scores_gemma":[0.00000887125,0.000007448339,0.9873468,0.0001028216,0.00001909206,0.00004366237,0.004798059,0.0002567254,0.0002229963,0.0001651655,0.007014195,0.00001416057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9611524,0.002976194,0.0003143818,0.001072092,0.00002976744,0.00008111417,0.01318827,0.00003523836,0.02115039],"genre_scores_gemma":[0.9747396,0.002535041,0.0007508875,0.0001600317,0.000006416345,0.00004787956,0.004733603,0.00002133037,0.01700519],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02481112,"threshold_uncertainty_score":0.1800182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901881505","doi":"","title":"Confidence Interval Estimation for the Ratio of Binomial Proportions and Random Numbers Generation for Some Statistical Models","year":2018,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Statistical Distribution Estimation and Applications","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":"University of Regina","keywords":"Statistics; Binomial proportion confidence interval; Binomial (polynomial); Confidence interval; Interval estimation; Mathematics; Estimation; Binomial distribution; Negative binomial distribution; Tolerance interval; Interval (graph theory); Econometrics; Poisson distribution; Engineering; Combinatorics","authors":[{"name":"Thuntida Ngamkham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05878445598914165,"gpt":0.3248579145349307,"spread":0.2660734585457891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04030643,0.001711831,0.002556102,0.004645167,0.0006839898,0.00364236,0.004726487,0.003090284,0.006498966],"category_scores_gemma":[0.2676108,0.0008719828,0.003408699,0.003426185,0.002739985,0.004295275,0.003135187,0.005387181,0.001409219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001531828,"about_ca_system_score_gemma":0.002066516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002709686,"about_ca_topic_score_gemma":0.001085801,"domain_scores_codex":[0.972186,0.01841087,0.001309221,0.003259383,0.004037784,0.0007967127],"domain_scores_gemma":[0.6388944,0.332335,0.008071258,0.01118535,0.008426512,0.001087447],"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":[0.00147178,0.0003151,0.01445122,0.001995009,0.001203398,0.0008797515,0.001323502,0.244594,0.003975908,0.4358808,0.007984288,0.2859254],"study_design_scores_gemma":[0.00009062015,0.000249914,0.003358682,0.0005321005,0.0002571836,0.0006263025,0.0001625259,0.8191364,0.002315272,0.1693028,0.003848814,0.0001192767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00724648,0.001636784,0.9890041,0.0002012164,0.00009409049,0.00006961392,0.0001879723,0.000364849,0.001194884],"genre_scores_gemma":[0.3146515,0.003529217,0.6748196,0.0002839815,0.0005268535,0.00105282,0.002057492,0.000504237,0.002574241],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04030643,"threshold_uncertainty_score":0.2131633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1496375687","doi":"","title":"Current Issues Surrounding Poverty and Welfare Programming in Canada: Two Reviews","year":2003,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Gender, Labor, and Family Dynamics","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Poverty; Welfare; Economics; Political science; Public economics; Economic growth; Law","authors":[{"name":"Garson Hunter","is_ca":true},{"name":"Dionne Miazdyck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02337507189429209,"gpt":0.2613068493776429,"spread":0.2379317774833508,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005526457,0.0007942697,0.001476843,0.005891742,0.00376497,0.007153737,0.001576279,0.002448272,0.00302754],"category_scores_gemma":[0.01180546,0.0004820346,0.0007364138,0.01759703,0.003467252,0.001961582,0.002136719,0.002750472,0.000407634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03433895,"about_ca_system_score_gemma":0.1700728,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8968321,"about_ca_topic_score_gemma":0.9596992,"domain_scores_codex":[0.9967645,0.0005233905,0.0002655535,0.0001775105,0.001733676,0.0005353814],"domain_scores_gemma":[0.98231,0.006514752,0.001331823,0.0002007337,0.008414306,0.001228457],"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":[0.0001508732,0.00008495543,0.004526389,0.02690908,0.0001864223,0.0007037076,0.007423759,0.0005016112,0.0003193484,0.01210641,0.2356974,0.71139],"study_design_scores_gemma":[0.00002652061,0.00007008554,0.01801937,0.02997902,0.0002902381,0.0004361333,0.007713845,0.00006568235,0.000241615,0.001948997,0.9411186,0.00008986571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005164351,0.9831132,0.00004086999,0.01309139,0.0005780782,0.000008089794,0.00005897634,0.000004287207,0.002588755],"genre_scores_gemma":[0.004211805,0.9916401,0.0001145801,0.002908635,0.0003340922,0.00001390885,0.00004849122,0.000005996235,0.0007223273],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1031679,"threshold_uncertainty_score":0.2491477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W586865191","doi":"","title":"Study of highway traffic peaking due to statutory holidays.","year":2006,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Faculty of Graduate Studies and Research, University of Regina; University of Regina","keywords":"Statutory law; Transport engineering; Road traffic; Engineering; Forensic engineering; Business; Political science; Law","authors":[{"name":"Zhaobin Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01342776125152832,"gpt":0.2479760701357696,"spread":0.2345483088842412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006789775,0.0002995861,0.0004167016,0.0009267362,0.0003160603,0.0006382022,0.0006430666,0.0005031531,0.003555116],"category_scores_gemma":[0.00229068,0.0001950456,0.0006614761,0.001072121,0.0002544769,0.0004407403,0.0004068707,0.0006460857,0.0003244588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008411542,"about_ca_system_score_gemma":0.0006089912,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03625851,"about_ca_topic_score_gemma":0.02847293,"domain_scores_codex":[0.9997043,0.00008197565,0.00001184091,0.00004778105,0.00003571953,0.0001183852],"domain_scores_gemma":[0.9986144,0.0007862305,0.0001641063,0.00005807703,0.0001566301,0.0002204338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004537411,0.001660941,0.5247574,0.0005975639,0.001659248,0.00404023,0.001187024,0.3626361,0.008378357,0.01736692,0.02414156,0.04903716],"study_design_scores_gemma":[0.00005000752,0.0006386109,0.6974773,0.00004758377,0.0003229161,0.0004756333,0.002811113,0.2882597,0.001933258,0.003247188,0.004681078,0.00005559425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920717,0.0003244586,0.002181802,0.0001933782,0.0000473866,0.00002820439,0.001664597,0.00003126124,0.003457229],"genre_scores_gemma":[0.9976614,0.0001124115,0.000308592,0.00001032249,0.00002686029,0.00001065323,0.0009118813,0.00001053213,0.0009473579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9637415,"threshold_uncertainty_score":0.07209492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2302500639","doi":"","title":"Corrosion Evaluation for Absorption - Based CO2 Capture Process Using Single and Blended Amines","year":2012,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Carbon Dioxide Capture Technologies","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":"Natural Sciences and Engineering Research Council of Canada; University of Regina","keywords":"Corrosion; Process (computing); Process engineering; Absorption (acoustics); Materials science; Computer science; Engineering; Metallurgy; Operating system; Composite material","authors":[{"name":"Prakashpathi Gunasekaran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01972487037479127,"gpt":0.2317674585422774,"spread":0.2120425881674861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003136891,0.0003582054,0.000529181,0.0002097637,0.000233243,0.0005423085,0.0004102802,0.0005178502,0.001797098],"category_scores_gemma":[0.000462574,0.0002080274,0.0005406956,0.0002306555,0.0001360196,0.0003178383,0.0002661707,0.0006045731,0.0005691409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003443932,"about_ca_system_score_gemma":0.0002150802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001448986,"about_ca_topic_score_gemma":0.003099034,"domain_scores_codex":[0.9996836,0.00003022944,0.00001843947,0.00006311151,0.0001591852,0.00004533093],"domain_scores_gemma":[0.9997566,0.00004099042,0.00002448686,0.00001736811,0.0001432896,0.00001728752],"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":[0.0003176353,0.00005905475,0.0003197171,0.000163024,0.00001730541,0.00003557531,0.0000586493,0.000352154,0.9936779,0.00003703087,0.0001338712,0.004828174],"study_design_scores_gemma":[0.000008420707,0.0006174055,0.001423901,0.000007437487,0.00003283257,0.00002556718,0.00004383656,0.001705489,0.9954609,0.000009014589,0.0006577006,0.000007363706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926147,0.001614077,0.001962387,0.00009378645,0.0000662739,0.00007165732,0.0002763141,0.00005535717,0.003245432],"genre_scores_gemma":[0.9875952,0.001800705,0.002827383,0.00003826315,0.00001444388,0.00004953519,0.0003605611,0.0000312712,0.007282562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001797098,"threshold_uncertainty_score":0.006011903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186636916","doi":"","title":"Child and Family Poverty in Saskatchewan","year":2016,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Poverty; Child poverty; Economic growth; Economics","authors":[{"name":"Paul Gingrich","is_ca":false},{"name":"Garson Hunter","is_ca":false},{"name":"Miguel Azpitarte Sánchez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01053303275983532,"gpt":0.2186507516588051,"spread":0.2081177188989697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006728836,0.0002657429,0.0002381011,0.001139451,0.002784397,0.001787858,0.001065519,0.0005331699,0.004098283],"category_scores_gemma":[0.001064921,0.0003414003,0.0003283375,0.003221023,0.0009644736,0.0006313052,0.002561764,0.00102509,0.0004032091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02954965,"about_ca_system_score_gemma":0.04621949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9723654,"about_ca_topic_score_gemma":0.9937763,"domain_scores_codex":[0.9992877,0.0001406072,0.00003480375,0.00007084705,0.0001238158,0.0003423397],"domain_scores_gemma":[0.9988863,0.0001332193,0.0001282764,0.00006034309,0.0003115195,0.0004803688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00017118,0.0001836998,0.9087731,0.0002252893,0.0003202559,0.003257001,0.008127413,0.0009699616,0.001366595,0.004422594,0.0193622,0.05282063],"study_design_scores_gemma":[0.00001976091,0.00003092753,0.9715521,0.0002492327,0.00004156023,0.0003321267,0.01588592,0.0003739615,0.0001854353,0.0006707301,0.01061588,0.00004232988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712586,0.001920679,0.0001700891,0.004155017,0.00005784602,0.00008520599,0.004531799,0.00001892057,0.01780185],"genre_scores_gemma":[0.9853715,0.002231015,0.0003216784,0.001642853,0.00001078211,0.0001393192,0.001584926,0.00000973577,0.008688126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02954965,"threshold_uncertainty_score":0.2143987,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204827708","doi":"","title":"Diagenesis of the Middle Devonian Winnipegosis and Ratner deposits in Southern Saskatchewan, Canada.","year":2005,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Paleontology and Stratigraphy of Fossils","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Diagenesis; Devonian; Geology; Paleontology; Geochemistry","authors":[{"name":"Qilong Fu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008546737185855621,"gpt":0.1674082728820641,"spread":0.1588615356962085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002524047,0.00045353,0.0002926585,0.003878339,0.002781576,0.001417808,0.0008402274,0.000302892,0.003799401],"category_scores_gemma":[0.0006280512,0.0004051277,0.0002025958,0.005079249,0.001213157,0.0004131579,0.001243776,0.0003694697,0.0005340091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01779615,"about_ca_system_score_gemma":0.03090132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899675,"about_ca_topic_score_gemma":0.9977981,"domain_scores_codex":[0.999765,0.00001303936,0.00002657884,0.00005328246,0.00005359772,0.00008853388],"domain_scores_gemma":[0.9995922,0.00002111736,0.00006091962,0.00001453662,0.0002464606,0.00006477672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004127523,0.00006203321,0.8570656,0.0005385533,0.0002596462,0.00217318,0.01122304,0.001994694,0.02730389,0.004892318,0.004274542,0.08979975],"study_design_scores_gemma":[0.000007368075,0.0000117837,0.9835633,0.0001135326,0.00003214878,0.0001475321,0.004921855,0.0002412368,0.001082227,0.0002024898,0.009661002,0.00001558691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754652,0.002275876,0.0003523672,0.0003263103,0.00002237482,0.0001209653,0.004975064,0.00002988513,0.01643192],"genre_scores_gemma":[0.9891453,0.001389266,0.0007400188,0.0001025557,0.000002811139,0.00003257309,0.001210152,0.00002232761,0.007354994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01779615,"threshold_uncertainty_score":0.1291207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2237684596","doi":"","title":"Predictors of Work Engagement Among Teachers in Regina and Saskatoon","year":2014,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Work engagement; Psychology; Pedagogy; Mathematics education; Sociology; Engineering; Mechanical engineering","authors":[{"name":"Marie Jolene Catherine Schweitzer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01768784235203931,"gpt":0.2679630883707156,"spread":0.2502752460186763,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005947489,0.0003124829,0.0003198506,0.0007898054,0.001021061,0.001132773,0.0007320445,0.0004234215,0.003269997],"category_scores_gemma":[0.001367235,0.0003153473,0.0003656996,0.001913413,0.0006137351,0.0004469529,0.001430357,0.001067684,0.000653245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003798939,"about_ca_system_score_gemma":0.004715714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6875505,"about_ca_topic_score_gemma":0.8608556,"domain_scores_codex":[0.9995995,0.00008470158,0.00003107222,0.00005482515,0.00003853534,0.0001913736],"domain_scores_gemma":[0.9986852,0.0002576975,0.0002412034,0.0000527503,0.0002123657,0.0005507618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008993391,0.00007745508,0.990356,0.00001803668,0.00003341582,0.0001693219,0.00398724,0.0001528349,0.0003781949,0.00008526684,0.0005416439,0.00411075],"study_design_scores_gemma":[0.000003878574,0.00001698496,0.9888238,0.00003872403,0.000007845372,0.00002382862,0.01055559,0.0001437049,0.00003453485,0.00002181141,0.0003234023,0.000005784158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983618,0.0001096669,0.00003133898,0.0001286341,0.000006258473,0.000007341136,0.0004580765,0.000002243845,0.0008946644],"genre_scores_gemma":[0.9981459,0.0002129036,0.00004501695,0.00004146412,0.00000224613,0.00001545471,0.0004622264,0.000004194082,0.001070546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6875505,"threshold_uncertainty_score":0.6285791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1791555927","doi":"","title":"Canadian Leadership in the Circumpolar World: An Agenda for the Arctic Council Chairmanship, 2013-2015","year":2011,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Circumpolar star; Arctic; Political science; Politics; Corporate governance; The arctic; Public administration; Geography; Business; Oceanography; Law; Finance","authors":[{"name":"Heather Exner-Pirot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2224610980899282,"gpt":0.2785487534358657,"spread":0.05608765534593749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009415747,0.0005039856,0.0006432189,0.002482816,0.01048422,0.008557222,0.002468409,0.002884901,0.006242625],"category_scores_gemma":[0.01078474,0.0003901488,0.0005418677,0.006412036,0.004016225,0.00259293,0.003143035,0.003934583,0.0006532295],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1279348,"about_ca_system_score_gemma":0.4419942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848474,"about_ca_topic_score_gemma":0.992359,"domain_scores_codex":[0.9940514,0.0008639868,0.0002026053,0.0002757117,0.002514751,0.002091606],"domain_scores_gemma":[0.9871553,0.0008892008,0.0004287609,0.0001575471,0.006989278,0.004379898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005333927,0.00004815962,0.003196441,0.002016616,0.00004013738,0.0002901519,0.008772812,0.0003854081,0.0002062173,0.1148716,0.7227452,0.1473739],"study_design_scores_gemma":[0.00001174783,0.00001127429,0.005085361,0.001196415,0.00002032361,0.00002751435,0.005837656,0.00004351001,0.0000720626,0.001331123,0.9863413,0.00002166055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00863328,0.4721439,0.0004096609,0.4039105,0.008877442,0.000111674,0.000578945,0.00006528255,0.1052692],"genre_scores_gemma":[0.2711693,0.5686775,0.002734223,0.06385343,0.001953154,0.0001618198,0.0008426478,0.00008328898,0.09052464],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8720652,"threshold_uncertainty_score":0.9282361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204012154","doi":"","title":"A dynamic two-stage energy systems planning model for Saskatchewan, Canada.","year":2006,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Stage (stratigraphy); Computer science; Geology","authors":[{"name":"Yiyong Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005033033732503995,"gpt":0.1815925156634501,"spread":0.1765594819309461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003572261,0.0007563172,0.000713945,0.0006557254,0.001161578,0.002099682,0.002322044,0.001040567,0.01321727],"category_scores_gemma":[0.0008445377,0.0007155075,0.0007369856,0.002069627,0.000612886,0.0009115518,0.0007972608,0.001276162,0.0009594602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02162213,"about_ca_system_score_gemma":0.02762186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9564942,"about_ca_topic_score_gemma":0.9752412,"domain_scores_codex":[0.9997811,0.00004259166,0.000007463882,0.00004497246,0.0000490552,0.00007479862],"domain_scores_gemma":[0.9997113,0.00006560863,0.00001424351,0.00001184985,0.0001492077,0.00004769844],"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":[0.0000838464,0.00002261159,0.00122501,0.00003420777,0.0000301124,0.00009434661,0.00004375933,0.9680678,0.0003295364,0.01588912,0.006614189,0.007565381],"study_design_scores_gemma":[0.00005190514,0.00001696421,0.001249391,0.00002091058,0.00003302566,0.00001811775,0.0001330794,0.9786627,0.0002573165,0.007474069,0.0120497,0.0000328872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2817651,0.003659056,0.3448227,0.007042301,0.0004346324,0.0008964663,0.04796377,0.001633462,0.3117824],"genre_scores_gemma":[0.8163754,0.001683526,0.05196311,0.0002947829,0.00001610579,0.0003821152,0.00727193,0.0001975401,0.1218156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04350579,"threshold_uncertainty_score":0.1568803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W312118029","doi":"","title":"In Defence of Political Staff","year":2012,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Political Systems and Governance","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Politics; Accountability; Work (physics); Democracy; Quality (philosophy); Public relations; Political science; Public administration; Law; Engineering","authors":[{"name":"Ian Brodie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01765829986117352,"gpt":0.25378295938697,"spread":0.2361246595257965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002758854,0.000628074,0.0003743739,0.0007244332,0.00756483,0.009220929,0.001013454,0.01359968,0.03138539],"category_scores_gemma":[0.008981107,0.0004060614,0.0004089317,0.001232524,0.003370451,0.003971176,0.003207129,0.009618342,0.01094719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007212202,"about_ca_system_score_gemma":0.01250317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06132854,"about_ca_topic_score_gemma":0.1517786,"domain_scores_codex":[0.99621,0.0009440731,0.000229858,0.00043237,0.001027106,0.001156593],"domain_scores_gemma":[0.9976498,0.0005044902,0.0002638085,0.0001308879,0.0006277462,0.0008232541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009302565,0.000006119009,0.0002655077,0.000056523,0.000002241392,0.00006942735,0.001756869,0.00001207377,0.00008061167,0.04188323,0.9405121,0.01534599],"study_design_scores_gemma":[0.000003623061,0.000005183449,0.001064738,0.00008213062,0.000001736573,0.00004158226,0.001127766,0.00001013953,0.00004360311,0.001418512,0.9961967,0.000004190517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002672526,0.03273901,0.0004681364,0.5675951,0.04895104,0.00004802914,0.0003464155,0.0001189454,0.3470608],"genre_scores_gemma":[0.05560031,0.007175928,0.0003599426,0.2445358,0.009340462,0.00009788571,0.000221068,0.0001210259,0.6825475],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06132854,"threshold_uncertainty_score":0.1219431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2292423638","doi":"","title":"PRODUCED WATER TREATMENT BY ORGANOCLAY ADSORPTION AND DISSOLVED AIR FLOATATION","year":2015,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Petroleum Technology Research Centre; University of Regina","keywords":"Organoclay; Adsorption; Air water; Water treatment; Chemistry; Environmental science; Environmental chemistry; Waste management; Environmental engineering; Organic chemistry; Engineering; Physics; Montmorillonite","authors":[{"name":"Muhammad Rizwan Faisal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008910071875647001,"gpt":0.2194260482456667,"spread":0.2105159763700198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001031582,0.000277422,0.0003049283,0.0001940976,0.0002064457,0.0005573255,0.0002667738,0.0003727377,0.001570823],"category_scores_gemma":[0.0001055925,0.0001458844,0.0004912398,0.0001994308,0.0001346274,0.0002311547,0.0002489763,0.0004262176,0.0006224176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921871,"about_ca_system_score_gemma":0.0003896609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00157659,"about_ca_topic_score_gemma":0.002579221,"domain_scores_codex":[0.9998969,0.000005862752,0.000006557298,0.00002849678,0.00002672566,0.00003554093],"domain_scores_gemma":[0.9999735,0.000002988063,0.000006077561,0.000002602358,0.00001022906,0.000004528325],"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":[0.00009238091,0.00002391278,0.00008620222,0.00006986636,0.000007426077,0.00003507769,0.00003303881,0.000197525,0.9956747,0.00008218941,0.00008124846,0.003616488],"study_design_scores_gemma":[0.000009683629,0.0001112032,0.0007556961,0.000006360025,0.00001717485,0.00001990202,0.00001868433,0.00026546,0.9967217,0.00002324323,0.002046997,0.000003913204],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823571,0.002454777,0.006306608,0.0001562765,0.0001206353,0.0001142026,0.0003693881,0.0001082098,0.008012781],"genre_scores_gemma":[0.9757476,0.002080736,0.005595453,0.00005988124,0.00001642172,0.00004622046,0.0003337914,0.0000438549,0.01607604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9984234,"threshold_uncertainty_score":0.005254924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900957722","doi":"","title":"Tall Timber: Roost Tree Selection of Reproductive Female Silver-Haired Bats (LASIONYCTERIS NOCTIVAGANS)","year":2017,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Parks Canada; University of Regina","keywords":"Selection (genetic algorithm); Biology; Zoology; Forestry; Ecology; Geography; Computer science; Artificial intelligence","authors":[{"name":"Shelby J. Bohn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01557399889632592,"gpt":0.2071371623739611,"spread":0.1915631634776352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001180174,0.000134476,0.00008998704,0.0001775466,0.0001395832,0.0002831484,0.000132333,0.000145109,0.002911337],"category_scores_gemma":[0.0001910578,0.00006934069,0.00006432433,0.0001410725,0.0001521358,0.0001186329,0.0001621174,0.0001444241,0.0005399071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128808,"about_ca_system_score_gemma":0.00008805159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002974795,"about_ca_topic_score_gemma":0.01006051,"domain_scores_codex":[0.9999652,0.000006982076,0.000001424055,0.00001383373,0.000005013174,0.000007524898],"domain_scores_gemma":[0.999899,0.00002793756,0.00003113018,0.000005122961,0.00001143661,0.00002539943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001129055,0.0006062909,0.6237714,0.0001049665,0.00008293714,0.0007839107,0.002048049,0.0003588275,0.3139544,0.0002011364,0.00176935,0.0551897],"study_design_scores_gemma":[0.000004860674,0.0001376531,0.9983274,0.000005850252,0.00000875347,0.0000926675,0.0003105546,0.00006554805,0.0008039358,0.00002581503,0.0002147083,0.000002240011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993885,0.00006940461,0.00003373835,0.00001088493,0.000002402679,0.000001958957,0.00005211015,0.000002002078,0.0004390162],"genre_scores_gemma":[0.9977679,0.0000698823,0.0001176088,0.00002882827,0.000003731806,0.000008358828,0.0001650457,0.000005061098,0.001833579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002974795,"threshold_uncertainty_score":0.009739339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2624740026","doi":"","title":"Experimental, Numerical, and Soft Computing-Based Analysis of the Vapex Process in Heavy Oil Systems","year":2014,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Faculty of Graduate Studies and Research, University of Alberta; Natural Sciences and Engineering Research Council of Canada; University of Regina","keywords":"Degree (music); Process (computing); Soft systems methodology; Soft computing; Petroleum; Engineering; Petroleum engineering; Engineering management; Computer science; Mechanical engineering; Chemistry; Information system; Physics; Management information systems; Artificial intelligence; Operating system; Electrical engineering","authors":[{"name":"Mehdi Mohammadpoor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005548898337497607,"gpt":0.2170254049384072,"spread":0.2114765066009096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000271413,0.0001712385,0.0002734165,0.0003062851,0.0003978754,0.000492134,0.0003277383,0.0002893837,0.003036859],"category_scores_gemma":[0.000617001,0.00009644016,0.0002435296,0.000315494,0.0004286845,0.0003823344,0.0002950395,0.000414248,0.0002610957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003852364,"about_ca_system_score_gemma":0.000305588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592981,"about_ca_topic_score_gemma":0.001714109,"domain_scores_codex":[0.9998957,0.0000101992,0.000005791961,0.00001601449,0.00005550151,0.00001673541],"domain_scores_gemma":[0.999762,0.0001165196,0.00001890383,0.00002838765,0.00006510278,0.000009117091],"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":[0.0011928,0.0005649517,0.005414781,0.0005259003,0.00004237541,0.0002288066,0.0002883571,0.2575804,0.6850297,0.004970029,0.001206544,0.04295535],"study_design_scores_gemma":[0.00002913552,0.0003369644,0.006523905,0.0000107707,0.00001413408,0.0000476151,0.0001251564,0.5870874,0.4040745,0.000749088,0.0009809342,0.00002040459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839084,0.0002775517,0.0105182,0.0001054874,0.00002681173,0.00002833758,0.0002989444,0.0001353848,0.004700836],"genre_scores_gemma":[0.9972433,0.0001043315,0.001492073,0.000006138498,0.000003002875,0.00001007776,0.0001023188,0.00001190426,0.001026875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003036859,"threshold_uncertainty_score":0.01015931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2277380525","doi":"","title":"Daily Activities and Self-Perceptions about Productivity among Saskatchewan Welfare Recipients","year":2004,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Productivity; Welfare; Business; Economics; Labour economics; Economic growth","authors":[{"name":"Angela Leski","is_ca":true},{"name":"Luc Thériault","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01548380273248721,"gpt":0.2730913720252811,"spread":0.2576075692927939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005869516,0.0001903551,0.0002047881,0.0006464162,0.001002198,0.001286962,0.0003370411,0.0003223523,0.004142878],"category_scores_gemma":[0.001225857,0.0001798882,0.000252546,0.001098117,0.0004161147,0.0004625549,0.0008525813,0.0007007455,0.0008337704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002240527,"about_ca_system_score_gemma":0.002368803,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.543572,"about_ca_topic_score_gemma":0.7225215,"domain_scores_codex":[0.9998295,0.00004660884,0.00001140617,0.00001583702,0.00003372007,0.0000628729],"domain_scores_gemma":[0.9992352,0.0001344515,0.0001159787,0.00002926242,0.0002038884,0.0002812303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002066035,0.0004159687,0.9671776,0.00003684491,0.00005884853,0.0002255942,0.01024225,0.0001186,0.0008880632,0.0002113485,0.003280611,0.01713762],"study_design_scores_gemma":[0.00000839651,0.00006649941,0.9860103,0.00004223502,0.00001282968,0.00002330547,0.01277797,0.00006453223,0.00006902181,0.00004878656,0.0008659913,0.00001004796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976986,0.0001024121,0.00001170094,0.0002981172,0.0000105683,0.000005933819,0.0002441439,0.000001115557,0.001627339],"genre_scores_gemma":[0.9959192,0.0004148604,0.00002448134,0.000121596,0.00000497602,0.0000171527,0.0001859702,0.000002376267,0.003309386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.456428,"threshold_uncertainty_score":0.918232,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2205486429","doi":"","title":"A critical exploration of voluntary sector social policy advocacy with marginalized communities using a population health lens and social justice.","year":2008,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Community Health and Development","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Toronto; Fondations communautaires du Canada; Queen's University; Victoria University; Victoria University of Wellington; Oxfam America; University of Oxford; Wilfrid Laurier University; McGill University; University of Regina","keywords":"Social justice; Voluntary sector; Through-the-lens metering; Political science; Population; Turnover; Social policy; Lens (geology); Public administration; Sociology; Public relations; Criminology; Law; Economics; Management; Engineering","authors":[{"name":"Gloria DeSantis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1139578666340621,"gpt":0.3913327145149513,"spread":0.2773748478808891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03969805,0.0008100434,0.0006989531,0.003124427,0.03635848,0.02319402,0.003524286,0.01159524,0.005328499],"category_scores_gemma":[0.03865001,0.0005408471,0.0004415578,0.002663565,0.09249053,0.0184053,0.02146928,0.01225914,0.0002686915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01729429,"about_ca_system_score_gemma":0.03314159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01669,"about_ca_topic_score_gemma":0.030449,"domain_scores_codex":[0.953352,0.04144632,0.0003602169,0.001004598,0.001616505,0.00222027],"domain_scores_gemma":[0.9587699,0.03542741,0.001255098,0.0008858739,0.001498729,0.002162993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001269951,0.00004502778,0.0003941343,0.0001193779,0.000005108176,0.0002888887,0.5715949,0.00004878411,0.00007447369,0.414323,0.005165094,0.007928418],"study_design_scores_gemma":[0.00001463639,0.00002411508,0.0006248817,0.000636092,0.000007808061,0.000150724,0.8179654,0.0001894932,0.0001275297,0.1197962,0.06044964,0.00001336535],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.159064,0.02110907,0.009285753,0.5709758,0.002166311,0.0003984747,0.00006084836,0.00004903639,0.2368908],"genre_scores_gemma":[0.9731266,0.003567414,0.001609066,0.01522726,0.0002896269,0.0003107513,0.00001182181,0.00003784762,0.00581966],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03969805,"threshold_uncertainty_score":0.2099459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1592331426","doi":"","title":"Human Rights & the Situation of Third Sector Mental Health NGOs in Saskatchewan","year":2001,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Mental health; Human rights; Business; Third party; Political science; Economic growth; Psychology; Economics; Psychiatry; Law; Internet privacy; Computer science","authors":[{"name":"Yussuf Naim Kly","is_ca":true},{"name":"Luc Thériault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02419984108973789,"gpt":0.2981155830018544,"spread":0.2739157419121165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001249732,0.0002666092,0.0002563775,0.0008141571,0.0121258,0.006766709,0.0009464317,0.003389999,0.01363913],"category_scores_gemma":[0.001636895,0.0003374612,0.0002798191,0.002444216,0.00517606,0.001941994,0.004611176,0.002908608,0.0007759705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02191952,"about_ca_system_score_gemma":0.0520443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.861868,"about_ca_topic_score_gemma":0.9646877,"domain_scores_codex":[0.9988393,0.0002625389,0.00002836913,0.00004248334,0.0001381979,0.000689128],"domain_scores_gemma":[0.9983766,0.0007704407,0.0001139958,0.00006561289,0.0002273271,0.0004459873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005501449,0.0003809996,0.1284746,0.001075316,0.0002010546,0.03697601,0.1751974,0.002236352,0.01280774,0.2885773,0.1876628,0.1658603],"study_design_scores_gemma":[0.00007022091,0.0001142344,0.1914411,0.001071986,0.0000667788,0.001445102,0.4946713,0.0006868069,0.001489535,0.02256518,0.2861163,0.0002614269],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5825951,0.008946708,0.0003374318,0.1457422,0.0004823504,0.0001743898,0.0008135834,0.0000383229,0.2608699],"genre_scores_gemma":[0.8574629,0.00711413,0.0004141347,0.01968304,0.00004034276,0.0001541156,0.0001977259,0.00002620099,0.1149074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.138132,"threshold_uncertainty_score":0.2778909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1644159990","doi":"","title":"An Examination of Leaf Morphogenesis In The Moss, Physcomitrella Patens","year":2011,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Plant Molecular Biology Research","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Physcomitrella patens; Moss; Morphogenesis; Botany; Biology","authors":[{"name":"Elizabeth I. Barker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02301332164126935,"gpt":0.2158598920128643,"spread":0.192846570371595,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007788582,0.0001067964,0.0001032292,0.0004009121,0.0002616502,0.0001829891,0.0001392063,0.0002768436,0.000755484],"category_scores_gemma":[0.0001022357,0.00015611,0.0001868453,0.0001929146,0.0001694694,0.0002074301,0.0002341073,0.0004085887,0.0003373506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237364,"about_ca_system_score_gemma":0.0002174072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005046608,"about_ca_topic_score_gemma":0.005770209,"domain_scores_codex":[0.9999663,0.000003274466,0.000002731096,0.00001209618,0.000008214721,0.000007452646],"domain_scores_gemma":[0.9998651,0.00003490249,0.00002691303,0.00001539954,0.00002855894,0.00002913966],"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":[0.0000403374,0.000006994318,0.002464746,0.00002355071,0.000002553344,0.0001080168,0.00006112284,0.00002965165,0.9958358,0.0000405125,0.00003618181,0.001350396],"study_design_scores_gemma":[0.00001239532,0.0002808353,0.8086114,0.00002383758,0.00002513513,0.0009335317,0.0004988919,0.0005485593,0.1850942,0.0000862904,0.003873943,0.00001094769],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944343,0.001097452,0.0008338397,0.00007922378,0.000009993125,0.00001599988,0.0007026645,0.00004336782,0.002783232],"genre_scores_gemma":[0.9907507,0.0007087922,0.0009256417,0.0001275295,0.000006805202,0.00002074046,0.001357222,0.00002815421,0.006074375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005046608,"threshold_uncertainty_score":0.01003444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3201821134","doi":"","title":"Social and political implications of genetically modified crops in Saskatchewan.","year":2002,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Politics; Genetically modified crops; Political science; Geography; Sociology; Biology; Genetics; Law; Transgene","authors":[{"name":"André Magnan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02814149156226124,"gpt":0.2465230168487891,"spread":0.2183815252865278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007663735,0.0001685094,0.0001619425,0.0006264956,0.004468339,0.00225649,0.0005953446,0.0009267689,0.008337205],"category_scores_gemma":[0.001324416,0.0001363202,0.0001446089,0.001382478,0.002950053,0.0008430881,0.001992533,0.001759639,0.0002948157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02760962,"about_ca_system_score_gemma":0.0250914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8882004,"about_ca_topic_score_gemma":0.9777988,"domain_scores_codex":[0.9992342,0.0002211146,0.0000130187,0.00005126534,0.00006766342,0.0004128391],"domain_scores_gemma":[0.9990043,0.0002737636,0.0001430462,0.00003596213,0.0001821208,0.0003608159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001123502,0.0005905742,0.3641038,0.0003164235,0.0003345069,0.01003065,0.08418889,0.00345796,0.01598083,0.2797223,0.07131538,0.1688351],"study_design_scores_gemma":[0.00007097941,0.00009398492,0.7208179,0.0002734461,0.00007702714,0.0003301376,0.1390946,0.0009333796,0.001290713,0.01478951,0.1221129,0.0001154578],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8977832,0.001944032,0.0001529021,0.02389721,0.00006856208,0.000032081,0.0005903359,0.000004757958,0.07552681],"genre_scores_gemma":[0.9698548,0.001674615,0.00009612633,0.002413802,0.000009495204,0.00002387914,0.0001503913,0.000004738526,0.0257721],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1117996,"threshold_uncertainty_score":0.224916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1594055453","doi":"","title":"Archives and Social Media","year":2011,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Social media; Computer science; History; Political science; World Wide Web","authors":[{"name":"Mark Vajcner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.034265968167952,"gpt":0.1619095440542668,"spread":0.1276435758863148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003232594,0.0005241702,0.0004319522,0.007303372,0.009455189,0.0202832,0.001297537,0.00225329,0.02603121],"category_scores_gemma":[0.006352433,0.0002659748,0.0002857952,0.01305682,0.0131801,0.008704091,0.006212033,0.001876328,0.003520194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01710109,"about_ca_system_score_gemma":0.02741467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.417538,"about_ca_topic_score_gemma":0.4224455,"domain_scores_codex":[0.9947548,0.00131037,0.000177278,0.0004814337,0.002442703,0.0008333538],"domain_scores_gemma":[0.9939892,0.002090253,0.0008010059,0.0005003387,0.001482083,0.001137121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004500488,0.0000436616,0.004131102,0.000851526,0.00003466932,0.0004702418,0.02998388,0.0002679267,0.0003321197,0.6332825,0.1004059,0.2301515],"study_design_scores_gemma":[0.000003973544,0.00001036951,0.003807039,0.000572674,0.00001284028,0.0002108083,0.01239668,0.00003989265,0.0001053997,0.02068052,0.9621382,0.00002158121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01249343,0.08982211,0.002504225,0.04822481,0.001666536,0.00008532011,0.0008124235,0.0004115266,0.8439796],"genre_scores_gemma":[0.5095205,0.1494962,0.006110048,0.01472668,0.003562427,0.0002056124,0.0007493919,0.0003808429,0.3152483],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9797168,"threshold_uncertainty_score":0.8302154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2281697663","doi":"","title":"The choice of principal variables for computing human development indicators","year":2001,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Human Development Index; Weighting; Index (typography); Econometrics; Principal component analysis; Variable (mathematics); Principal (computer security); Representation (politics); Human development (humanity); Computer science; Mathematics; Statistics; Economics; Economic growth","authors":[{"name":"Tomson Ogwang","is_ca":true},{"name":"Abdella Abdou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03463381278686392,"gpt":0.2873766859637242,"spread":0.2527428731768603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0148849,0.001167478,0.00167462,0.002892782,0.001415256,0.004615249,0.001143854,0.0009983206,0.01297853],"category_scores_gemma":[0.08795614,0.0008844925,0.002398694,0.006384617,0.001267681,0.002063379,0.001615104,0.003171725,0.006334802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000490328,"about_ca_system_score_gemma":0.001733476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003090155,"about_ca_topic_score_gemma":0.004117482,"domain_scores_codex":[0.9859686,0.01052858,0.0009365256,0.001299652,0.0008987877,0.0003678847],"domain_scores_gemma":[0.9758874,0.01778745,0.0006163575,0.002828022,0.002528739,0.0003520232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001577682,0.0002860774,0.0269923,0.0005860645,0.000681686,0.0001694915,0.0005885545,0.0100135,0.003483839,0.09591366,0.02199532,0.8377118],"study_design_scores_gemma":[0.001303669,0.001565614,0.0983303,0.001050879,0.0009547165,0.0007751019,0.002304088,0.3524776,0.03264552,0.3718767,0.1362529,0.0004630444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02883554,0.000849603,0.9570916,0.00179327,0.0004272158,0.0004235037,0.003127535,0.002128202,0.00532357],"genre_scores_gemma":[0.08657248,0.000344776,0.9075383,0.0001264137,0.0001691896,0.0008267895,0.001353627,0.0004175203,0.002650841],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0148849,"threshold_uncertainty_score":0.07871985,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3001965427","doi":"10.13128/substantia-700","title":"What We Need to Know about the Pace of Decarbonization","year":2019,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Pace; Need to know; Business; Environmental science; Economics; Computer science; Physics; Computer security","authors":[{"name":"Vaclav Smil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00784241888927635,"gpt":0.2209794917393837,"spread":0.2131370728501073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01021409,0.0007070454,0.0009955538,0.001106547,0.002079925,0.01221939,0.001971002,0.00547072,0.01912345],"category_scores_gemma":[0.02643668,0.0003789241,0.0007907652,0.001633241,0.00534223,0.03237012,0.002670438,0.01149623,0.006447467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003296764,"about_ca_system_score_gemma":0.00621458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005837617,"about_ca_topic_score_gemma":0.004872458,"domain_scores_codex":[0.9959013,0.001179542,0.0001848371,0.0006925716,0.001330487,0.000711253],"domain_scores_gemma":[0.9796341,0.008467372,0.001767556,0.001812423,0.005685893,0.002632667],"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":[0.0004642017,0.0001972304,0.007754312,0.004030149,0.0002116597,0.0003679692,0.0020289,0.00191067,0.002780481,0.4297463,0.3039174,0.2465907],"study_design_scores_gemma":[0.000023865,0.0001181485,0.004716772,0.001774438,0.00005839132,0.0004080652,0.005504162,0.0005296689,0.001359537,0.2197286,0.7656476,0.0001306149],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01403309,0.1647789,0.01291392,0.7174251,0.02429678,0.0000597388,0.001439871,0.0004689987,0.06458357],"genre_scores_gemma":[0.3538638,0.3702627,0.03105969,0.1881308,0.02382063,0.0002768227,0.001476584,0.0008131556,0.03029582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01912345,"threshold_uncertainty_score":0.06397438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3041692145","doi":"","title":"Analysis of Lakewater Isotopes in the Northern Great Plains: Insights From Long-Term Monitoring and Spatial Surveys","year":2018,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":4,"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; Canada Research Chairs; University of Regina","keywords":"Term (time); Environmental science; Isotope analysis; Geography; Oceanography; Geology; Physics","authors":[{"name":"Heather A. Haig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009966350068438328,"gpt":0.1937773442386915,"spread":0.1838109941702532,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000331667,0.0001288106,0.0002068782,0.0005796882,0.0002755517,0.0005619352,0.0002808861,0.0002883312,0.0005078812],"category_scores_gemma":[0.0005156061,0.0001350474,0.0001674776,0.001692274,0.0003313955,0.000354247,0.0004932543,0.0001456303,0.0001564653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000506085,"about_ca_system_score_gemma":0.000603184,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06359503,"about_ca_topic_score_gemma":0.1103247,"domain_scores_codex":[0.9998813,0.0000183068,0.000009444928,0.00004072013,0.00002921827,0.00002106125],"domain_scores_gemma":[0.9998242,0.00002642517,0.0000569044,0.00001461009,0.00006389702,0.00001408138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001243055,0.00008751083,0.9137979,0.0001295514,0.0001737644,0.0002812039,0.004585562,0.001013472,0.01538037,0.0002355658,0.001068022,0.0631228],"study_design_scores_gemma":[0.000001701749,0.00001310645,0.9976012,0.00001078155,0.00001974586,0.00003102475,0.0006490718,0.0003073085,0.0002729773,0.00003158053,0.001058376,0.00000300649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977567,0.0004083158,0.0001989361,0.000133163,0.000002785903,0.000003954985,0.0005172414,0.000009559138,0.0009695368],"genre_scores_gemma":[0.9966639,0.0006126369,0.000638154,0.00003823604,0.000009385903,0.000009361311,0.0008510433,0.000007351688,0.001169933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9364049,"threshold_uncertainty_score":0.1264497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3202888327","doi":"","title":"An investigation of dysfunctional thoughts and career indecision: Confusion, anxiety and conflict as contributors.","year":2003,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Regina","keywords":"Dysfunctional family; Confusion; Psychology; Anxiety; Psychotherapist; Clinical psychology; Psychoanalysis; Social psychology; Psychiatry","authors":[{"name":"Shelda Johnston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01703678282731492,"gpt":0.2380400890848513,"spread":0.2210033062575364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004314284,0.0004111549,0.000424685,0.001742475,0.002505573,0.003429091,0.0009215811,0.001113559,0.002029832],"category_scores_gemma":[0.02446255,0.0003716233,0.0004223335,0.00141776,0.002261126,0.00165403,0.003074073,0.002198759,0.0002731461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060386,"about_ca_system_score_gemma":0.002281588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002740275,"about_ca_topic_score_gemma":0.004857051,"domain_scores_codex":[0.996999,0.002055136,0.0001043924,0.0001042567,0.0004227411,0.0003144755],"domain_scores_gemma":[0.9852648,0.008995632,0.002553528,0.0005349804,0.0009044716,0.001746475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000657893,0.002815899,0.4795529,0.0004339082,0.0001254462,0.002207694,0.4283425,0.0001337567,0.001295245,0.004122613,0.002415321,0.0778969],"study_design_scores_gemma":[0.00008642139,0.0007371327,0.6683252,0.0002781519,0.0001357068,0.001918255,0.3187265,0.0003589471,0.0005511185,0.001875842,0.006945503,0.00006111001],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941337,0.0008290369,0.0001084497,0.0005250231,0.00003499034,0.00005943833,0.0000386471,0.000002926455,0.004267905],"genre_scores_gemma":[0.9976611,0.0006557459,0.0002437866,0.0001491788,0.00002670206,0.00009549536,0.00004630881,0.000003691108,0.001117908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004314284,"threshold_uncertainty_score":0.02281642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3202021788","doi":"","title":"Amendments for pH control in food-waste composting.","year":2006,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Composting and Vermicomposting Techniques","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Regina","keywords":"Food waste; Compost; Waste management; Environmental science; Green waste; Food science; Business; Agricultural science; Engineering; Chemistry","authors":[{"name":"Kai An","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0147565410985075,"gpt":0.2119211219545515,"spread":0.197164580856044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004503772,0.0003291665,0.0002961061,0.0004510762,0.0002542412,0.0006094211,0.000376874,0.0005258482,0.002366813],"category_scores_gemma":[0.0006813139,0.0002029593,0.000371583,0.00031819,0.0002076699,0.0003920302,0.0003256437,0.0005102822,0.0003896165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003202668,"about_ca_system_score_gemma":0.0004889799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043027,"about_ca_topic_score_gemma":0.004884718,"domain_scores_codex":[0.9996093,0.0001045647,0.00003876558,0.00006856317,0.00009951234,0.00007942173],"domain_scores_gemma":[0.9997767,0.00007416328,0.00004843861,0.00001571066,0.00004508048,0.00003997822],"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":[0.003004387,0.0006126959,0.0006003206,0.0007849271,0.00005261443,0.0001108369,0.00004634257,0.001334641,0.9395626,0.0002916028,0.0008162133,0.05278279],"study_design_scores_gemma":[0.0001596401,0.002319928,0.003380336,0.0001309143,0.0001140385,0.0001385831,0.00007861219,0.001305755,0.9763203,0.0001665851,0.01586245,0.00002276571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9127743,0.06353947,0.006398745,0.0007412367,0.0006610163,0.0004443518,0.001149839,0.0002983968,0.01399255],"genre_scores_gemma":[0.9776587,0.01110102,0.005351913,0.0001292744,0.00007824475,0.00006543438,0.000420378,0.00002563772,0.005169436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002366813,"threshold_uncertainty_score":0.007917762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204310087","doi":"","title":"Historical streamflow variability in the South Saskatchewan River Basin inferred from a network of tree-ring chronologies.","year":2007,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Streamflow; Dendrochronology; Structural basin; Drainage basin; Geology; Geography; Dendroclimatology; Hydrology (agriculture); Physical geography; Archaeology; Geomorphology; Cartography","authors":[{"name":"Jodi Axelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01451366070513558,"gpt":0.209664806509121,"spread":0.1951511458039855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005620664,0.0001591846,0.0001496272,0.001260959,0.0004888262,0.0006457714,0.0005440149,0.0002551307,0.001876015],"category_scores_gemma":[0.001252575,0.0001975284,0.0001680242,0.003300132,0.0003349705,0.0003786897,0.000499287,0.0003143112,0.0004984411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004178445,"about_ca_system_score_gemma":0.005035848,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.842725,"about_ca_topic_score_gemma":0.9543112,"domain_scores_codex":[0.9998116,0.00004287993,0.00001838003,0.00005445157,0.00003123648,0.00004149467],"domain_scores_gemma":[0.9988673,0.0001899499,0.0001513671,0.0001326493,0.0005160908,0.0001427859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001086497,0.00004066205,0.9755234,0.00003851065,0.0001743166,0.0001158736,0.0007409738,0.003138404,0.001912747,0.0004055708,0.002861677,0.01493913],"study_design_scores_gemma":[0.000004193237,0.000004625384,0.9971161,0.00001552391,0.0000161955,0.00001402876,0.0003770679,0.001144636,0.0001806541,0.00006274066,0.001057393,0.000006829918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873036,0.0001364933,0.0002240921,0.000125862,0.000007848595,0.00001973475,0.009618795,0.00001722647,0.002546313],"genre_scores_gemma":[0.9935771,0.0001902808,0.0003583239,0.0000384415,0.000002783272,0.00002582278,0.004084012,0.000009050862,0.00171439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.157275,"threshold_uncertainty_score":0.3164023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2247514686","doi":"10.13140/2.1.4881.7289","title":"The View From Here: Agricultural Policy, Climate Change, and the Future of Farm Women in Saskatchewan","year":2013,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Agriculture; Livelihood; Public policy; Context (archaeology); Agricultural policy; Agricultural productivity; Climate change; Policy analysis; Political science; Geography; Economic growth; Public administration; Economics","authors":[{"name":"Amber J. Fletcher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006915642072863525,"gpt":0.1868563849524759,"spread":0.1799407428796123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000915,0.0002263733,0.000213912,0.0007007602,0.004915116,0.003608455,0.0006634633,0.001102679,0.009054961],"category_scores_gemma":[0.001016606,0.000145481,0.0001545708,0.002467251,0.002211818,0.001631817,0.001986365,0.002086075,0.0008506779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02033795,"about_ca_system_score_gemma":0.04326994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7630167,"about_ca_topic_score_gemma":0.9437018,"domain_scores_codex":[0.9995882,0.0001494132,0.00001076343,0.00003310436,0.00004564474,0.000172963],"domain_scores_gemma":[0.9994061,0.0001799133,0.00004114513,0.00001428029,0.0001318656,0.0002266864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004665861,0.0003324408,0.1171797,0.0009925914,0.00010895,0.002294181,0.3053463,0.001333164,0.004591149,0.08001442,0.2539747,0.2333657],"study_design_scores_gemma":[0.00002825084,0.00006129882,0.1708767,0.001565315,0.0000558888,0.0001636304,0.6336021,0.0002640293,0.0006596073,0.007602692,0.1850211,0.00009924307],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7099751,0.02857846,0.0002418215,0.1649209,0.0008822251,0.00007549604,0.001968138,0.00001822071,0.09333967],"genre_scores_gemma":[0.8845162,0.04435108,0.0002155229,0.009832527,0.00008326377,0.00007799762,0.0004976836,0.00001925744,0.06040635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2369833,"threshold_uncertainty_score":0.4767578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2252335488","doi":"","title":"Geological, Petrographic and Geochemical Characterization of the Roughrider West Zone Unconformity-Type Uranium Deposit, Athabasca Basin, Saskatchewan","year":2012,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Petrography; Unconformity; Geology; Geochemistry; Uranium ore; Structural basin; Uranium; Geomorphology; Sedimentary rock","authors":[{"name":"Rachel Anne Boulanger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007063335589788431,"gpt":0.1954309159041526,"spread":0.1883675803143642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001665462,0.0002879617,0.0001941285,0.002453991,0.001058711,0.0006848955,0.0005102715,0.0002776575,0.002180077],"category_scores_gemma":[0.0002672116,0.0002165988,0.0001649893,0.003115655,0.0006115731,0.0002483899,0.0006938782,0.0002303889,0.000456553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002987815,"about_ca_system_score_gemma":0.003486411,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7706244,"about_ca_topic_score_gemma":0.9343183,"domain_scores_codex":[0.9998965,0.000009368531,0.00001162446,0.00003039405,0.00002351552,0.00002851338],"domain_scores_gemma":[0.9998671,0.00001719552,0.00002267608,0.00001185235,0.00006048298,0.00002076564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003204025,0.0001137487,0.8438251,0.0001981683,0.0001357584,0.001889275,0.00600389,0.003417845,0.0718168,0.001390815,0.00137565,0.06951243],"study_design_scores_gemma":[0.000006599217,0.00002092679,0.9931663,0.00002578115,0.0000212053,0.0001948629,0.002651057,0.0004039926,0.00145482,0.0001211154,0.001922098,0.00001117217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916114,0.0002218937,0.0001927092,0.00007368727,0.000002436814,0.00003577103,0.001600768,0.00001061192,0.006250633],"genre_scores_gemma":[0.9934959,0.0003508215,0.0004690087,0.00004171064,0.000001408549,0.00002347878,0.001020646,0.000007708948,0.00458914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2293756,"threshold_uncertainty_score":0.4614528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7043029669","doi":"","title":"Sharing the Wealth: How resource revenue agreements can honour treaties, improve communities, and facilitate Canadian development","year":2015,"lang":"en","type":"report","venue":"oURspace (University of Regina)","topic":"","field":"","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Honour; Revenue; Resource (disambiguation); Natural resource; Resource management (computing); Public policy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06743912379694611,"gpt":0.2304424264157145,"spread":0.1630033026187684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006079698,0.0005207604,0.0003513162,0.001870067,0.01516665,0.01267535,0.001964303,0.003489838,0.02701376],"category_scores_gemma":[0.01631588,0.000426304,0.0005505741,0.003881218,0.004151076,0.004941313,0.005821524,0.004703738,0.001780614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08278574,"about_ca_system_score_gemma":0.2793519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9814238,"about_ca_topic_score_gemma":0.9924407,"domain_scores_codex":[0.9924297,0.0006900234,0.00009851676,0.0002146106,0.003305856,0.003261325],"domain_scores_gemma":[0.9947394,0.0007710797,0.0001168239,0.0003576805,0.002714805,0.001300297],"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":[0.0000296078,0.00005783562,0.003191316,0.00006136757,0.00001541074,0.0001698691,0.004030798,0.001018275,0.0001448554,0.5417653,0.3934715,0.0560438],"study_design_scores_gemma":[0.0000290256,0.00002615359,0.01086283,0.0003264629,0.00004472502,0.00007127653,0.01443749,0.001178269,0.000493352,0.05705652,0.9153871,0.0000868584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01639788,0.002381596,0.001845082,0.06810724,0.0004098649,0.00027822,0.001298823,0.000152165,0.9091291],"genre_scores_gemma":[0.4651535,0.005932412,0.00631779,0.009111254,0.0001934025,0.0002383582,0.001224014,0.0002337774,0.5115954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08278574,"threshold_uncertainty_score":0.6006554,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166545926","doi":"","title":"STATE RECOGNITION OF FAMILY VIOLENCE SERVICES DELIVERED BY WOMEN'S SHELTERS IN SASKATCHEWAN","year":2001,"lang":"en","type":"article","venue":"oURspace (University of Regina)","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Unit (ring theory); Principal (computer security); Social Welfare; Exploratory research; State (computer science); George (robot); Welfare; Political science; Sociology; Public relations; Public administration; Library science; Economic growth; Management; Psychology; Social science; Law; History","authors":[{"name":"Carmen Gill","is_ca":true},{"name":"Luc Thériault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01201124746249597,"gpt":0.224548520156201,"spread":0.212537272693705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006698827,0.0001421537,0.0001958529,0.000830796,0.002910133,0.002289936,0.0009850477,0.0007841767,0.006791482],"category_scores_gemma":[0.001713241,0.0003400482,0.000195612,0.002318637,0.001242558,0.0005501618,0.001886247,0.001020371,0.0004438922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01636051,"about_ca_system_score_gemma":0.04175236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9120885,"about_ca_topic_score_gemma":0.9859577,"domain_scores_codex":[0.9995603,0.0001117777,0.000020666,0.00004045395,0.00008183099,0.0001849948],"domain_scores_gemma":[0.9983956,0.0005854763,0.0001539256,0.00007689206,0.000417373,0.0003706639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001130756,0.000385127,0.5720583,0.001156759,0.0003003296,0.003277068,0.03200233,0.003408842,0.01131424,0.03261501,0.1171145,0.2252368],"study_design_scores_gemma":[0.00005942716,0.00007851735,0.9268652,0.0004323927,0.0000723834,0.0001862829,0.03094007,0.0006612503,0.001699753,0.001537109,0.03738091,0.00008657559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9064727,0.003143284,0.0003241742,0.02261939,0.0001966613,0.0001797563,0.004649869,0.00005299124,0.06236114],"genre_scores_gemma":[0.9558522,0.002560874,0.0005170954,0.002346514,0.00002178818,0.0001608747,0.0009051767,0.00001562208,0.03761994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08791155,"threshold_uncertainty_score":0.1768585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3013423301","doi":"","title":"Nihithewak Ithiniwak, Nihithewatisiwin and science education: An exploratory narrative study examining Indigenous-based science education in K--12 classrooms from the perspectives of teachers in Woodlands Cree community contexts","year":2007,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Indigenous and Place-Based Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Regina","keywords":"Indigenous; Narrative; Pedagogy; Exploratory research; Science education; Narrative inquiry; Sociology; Indigenous education; Mathematics education; Psychology; Social science; Ecology; Art; Biology","authors":[{"name":"Herman Michell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02274967554984049,"gpt":0.3149815078881464,"spread":0.292231832338306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007607061,0.0002262652,0.0002202178,0.0003654158,0.006423125,0.002527989,0.0003372855,0.0004874265,0.005516835],"category_scores_gemma":[0.001238108,0.0001775404,0.0001074655,0.0006299113,0.00162477,0.002815475,0.001892354,0.002188204,0.0006270153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587684,"about_ca_system_score_gemma":0.004055341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287134,"about_ca_topic_score_gemma":0.07178392,"domain_scores_codex":[0.9996793,0.00009060369,0.00001501803,0.00003337628,0.00008277583,0.00009882238],"domain_scores_gemma":[0.9996736,0.0001068748,0.00004377758,0.00001054745,0.00008110393,0.00008415076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009909822,0.0002406538,0.01380743,0.0005338339,0.00001104963,0.002286698,0.850583,0.00005537371,0.005462472,0.02419013,0.01908412,0.08364618],"study_design_scores_gemma":[0.000004554357,0.00005447819,0.02345838,0.0001836189,0.00001628674,0.0006447522,0.7403703,0.00005795768,0.001639261,0.001334262,0.2322078,0.00002841632],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8396414,0.006973818,0.001116812,0.01733667,0.0003580617,0.0001167945,0.000136537,0.00003203862,0.1342878],"genre_scores_gemma":[0.880648,0.009101819,0.001763375,0.002195323,0.00004638737,0.0001336356,0.0001047386,0.00004770961,0.105959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9771287,"threshold_uncertainty_score":0.04547644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7046457769","doi":"","title":"Decolonization and Justice: An Introductory Overview","year":2022,"lang":"en","type":"book","venue":"oURspace (University of Regina)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Decolonization; Transitional justice; Publishing; Criminal justice; Economic Justice","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01408484299340628,"gpt":0.2358468701325016,"spread":0.2217620271390953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003497566,0.0006060047,0.0005050012,0.001619621,0.002766095,0.003342765,0.0008440937,0.002089128,0.009223713],"category_scores_gemma":[0.0006210834,0.000293527,0.0003758895,0.001831997,0.003924937,0.003638434,0.0021607,0.003295073,0.002763259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004375734,"about_ca_system_score_gemma":0.002989601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.013397,"about_ca_topic_score_gemma":0.02397952,"domain_scores_codex":[0.9996308,0.0001155349,0.00001634905,0.00003992405,0.0001143364,0.00008312898],"domain_scores_gemma":[0.9997671,0.0001179877,0.0000161308,0.00001222442,0.00005203027,0.00003445895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002294643,0.00009107223,0.0002533512,0.001057938,0.00000762641,0.0002599303,0.00765185,0.0004937937,0.0004936219,0.3138976,0.5297011,0.1460694],"study_design_scores_gemma":[0.000001509518,0.00001253143,0.0003459828,0.0003587169,0.000001537847,0.0001730466,0.0007194505,0.00005714957,0.0000522362,0.01129331,0.9869789,0.000005576469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.00387699,0.4391744,0.004052347,0.0155864,0.005478907,0.00008474724,0.00009939793,0.0001433947,0.5315034],"genre_scores_gemma":[0.05639072,0.3834717,0.003919185,0.01540197,0.005437275,0.0002014471,0.0002779594,0.0003053253,0.5345944],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.013397,"threshold_uncertainty_score":0.03174835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3202022740","doi":"","title":"Development of inexact multi-stage stochastic programming methods for environmental management under uncertainty.","year":2007,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Water resources management and optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Regina","keywords":"Stochastic programming; Mathematical optimization; Stage (stratigraphy); Development (topology); Computer science; Operations research; Mathematics; Biology","authors":[{"name":"Yongping Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02303709750219858,"gpt":0.2699551598890271,"spread":0.2469180623868286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002330557,0.001076904,0.001157178,0.0006238932,0.0003847493,0.0009149348,0.001596327,0.001434806,0.004243126],"category_scores_gemma":[0.006083389,0.00101747,0.001249768,0.0006406796,0.0007214149,0.001188814,0.001710232,0.00242509,0.0007755843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006550733,"about_ca_system_score_gemma":0.002128664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005057318,"about_ca_topic_score_gemma":0.005853969,"domain_scores_codex":[0.9991757,0.0002995311,0.00007163663,0.0001069522,0.0002894115,0.0000567613],"domain_scores_gemma":[0.997728,0.001425879,0.0001215927,0.0001407277,0.0004793704,0.0001045099],"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":[0.00005522237,0.00008837951,0.0005302099,0.0002025568,0.0001072495,0.00006829009,0.00009479187,0.8304706,0.001148113,0.04030326,0.003538657,0.1233928],"study_design_scores_gemma":[0.000007436525,0.00001683141,0.00005518601,0.00001424434,0.000006521483,0.000008095282,0.000004625681,0.9924431,0.0002845275,0.005343366,0.001812994,0.000003078991],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001509292,0.0004746693,0.9961493,0.0001230853,0.00006674174,0.0000283305,0.00003628703,0.0001374701,0.001474827],"genre_scores_gemma":[0.08121034,0.000738002,0.9125751,0.0001137704,0.0001019765,0.0002966388,0.0002262262,0.0002019013,0.004535936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005057318,"threshold_uncertainty_score":0.01419473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018630225","doi":"","title":"The Difficulty in Establishing Privacy Rightsin the Face of Public Policy from Nowhere","year":2006,"lang":"en","type":"report","venue":"oURspace (University of Regina)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Appeal; Legislation; Public policy; Legislature; Government (linguistics); Privacy policy; Action (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02997891237552988,"gpt":0.2460043803325025,"spread":0.2160254679569726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06205804,0.0005169316,0.001206762,0.001731691,0.01614732,0.03230749,0.003823412,0.02294953,0.01015474],"category_scores_gemma":[0.1050972,0.001341892,0.001147357,0.002254814,0.02339857,0.04948646,0.01495829,0.04496203,0.002600718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01547976,"about_ca_system_score_gemma":0.04220389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02825874,"about_ca_topic_score_gemma":0.02306235,"domain_scores_codex":[0.9364351,0.02722091,0.002840512,0.006221542,0.02079155,0.006490443],"domain_scores_gemma":[0.8882995,0.07292373,0.006100728,0.01567992,0.014561,0.002435157],"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":[0.00001859611,0.00004459503,0.0006296436,0.0000930084,0.00001214617,0.0001896865,0.005931064,0.0002526006,0.0003535081,0.9630701,0.01030373,0.01910138],"study_design_scores_gemma":[0.0000429036,0.00004461417,0.001629125,0.001326488,0.00003947267,0.0005108072,0.01922464,0.0008516519,0.002435314,0.5951103,0.378692,0.00009276418],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03306276,0.006056048,0.04114612,0.6934642,0.001440845,0.0001591272,0.000192668,0.0001452278,0.224333],"genre_scores_gemma":[0.7945154,0.008344748,0.02449962,0.1268942,0.002059123,0.000486052,0.0002945868,0.0002496766,0.04265657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06205804,"threshold_uncertainty_score":0.3281981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198915312","doi":"","title":"The Impact of a Nitrogen-Removal Wastewater Upgrade on Primary Producers in Phosphorous-Rich Streams of the Northern Great Plains","year":2020,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":3,"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; Canada Research Chairs; University of Regina","keywords":"STREAMS; Upgrade; Environmental science; Nitrogen; Wastewater; Waste management; Environmental engineering; Engineering; Chemistry; Computer science","authors":[{"name":"Nathanael T. Bergbusch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005397770213944265,"gpt":0.1858975841368656,"spread":0.1804998139229213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001876839,0.0001471586,0.0002171051,0.0001583503,0.0004285035,0.0007392376,0.000224167,0.0005024821,0.001139056],"category_scores_gemma":[0.0002409933,0.00008084219,0.0003027156,0.0002675341,0.0002854235,0.0002312322,0.0004123655,0.0002387094,0.0001509715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186871,"about_ca_system_score_gemma":0.001212065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04210075,"about_ca_topic_score_gemma":0.05246704,"domain_scores_codex":[0.9998889,0.00001835503,0.000006657516,0.00002723473,0.00002221003,0.00003666016],"domain_scores_gemma":[0.9999164,0.00002003085,0.00001561292,0.000003194161,0.0000225611,0.00002215243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003708403,0.002053488,0.471577,0.0004859271,0.0003040099,0.002486449,0.002506572,0.01201816,0.3957186,0.0006077455,0.003111151,0.1054224],"study_design_scores_gemma":[0.00004113185,0.0008078075,0.9807841,0.00002220798,0.00007883932,0.00006575798,0.002362827,0.002027335,0.01152733,0.000135876,0.002134535,0.00001217628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988513,0.00004056963,0.00001604879,0.00007779156,0.000003491413,0.000004318155,0.00007639061,0.00000265337,0.0009275071],"genre_scores_gemma":[0.9978449,0.0001515371,0.0001044576,0.00006939894,0.000004978054,0.000005934231,0.0001379102,0.000002035038,0.001678717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04210075,"threshold_uncertainty_score":0.08371139,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204004854","doi":"","title":"A study of the benthic faunal distribution in the subtidal zone of Turton Bay, Igloolik Island, Nunavut.","year":2004,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bay; Benthic zone; Oceanography; Geography; Geology; Environmental science","authors":[{"name":"Kent Leontowich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01558947992209532,"gpt":0.2072971721733266,"spread":0.1917076922512313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001689384,0.0002246448,0.000157282,0.0008554217,0.001093877,0.0004199793,0.0005552004,0.0002487172,0.001134631],"category_scores_gemma":[0.0003634601,0.000201905,0.0001423442,0.001317677,0.0008000698,0.0002350231,0.000542872,0.0002266411,0.0002484875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002484363,"about_ca_system_score_gemma":0.002425417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8231474,"about_ca_topic_score_gemma":0.9355404,"domain_scores_codex":[0.999893,0.00001331989,0.000006479623,0.00003757939,0.00001746528,0.00003222712],"domain_scores_gemma":[0.9997643,0.00002200454,0.00004226893,0.00001269383,0.00008054472,0.00007811398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008052254,0.0000662352,0.9775479,0.00006286724,0.00003260241,0.0003868415,0.005581605,0.0001760808,0.005866528,0.00008354187,0.0004340463,0.009681327],"study_design_scores_gemma":[0.000001828201,0.00002491225,0.9974905,0.000008179158,0.00000288479,0.00003715733,0.001941812,0.00005065048,0.0000574895,0.000007849528,0.0003746171,0.000002212115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984273,0.0001812577,0.00005485657,0.00002883538,0.00000354838,0.00001858942,0.0004155666,0.0000026705,0.0008674203],"genre_scores_gemma":[0.9966877,0.0002618624,0.0003380197,0.00005192148,0.000003848717,0.0000310642,0.0006040136,0.00000360489,0.002017929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768526,"threshold_uncertainty_score":0.3557883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2200591017","doi":"","title":"Rough set-based distance learning algorithm and its implementation","year":2001,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Rough Sets and Fuzzy Logic","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Algorithm; Set (abstract data type); Artificial intelligence; Data mining; Programming language","authors":[{"name":"Aileen H. Liang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01247369809852865,"gpt":0.239598753668956,"spread":0.2271250555704274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001886915,0.0005113318,0.001639262,0.001514926,0.0007495565,0.001722525,0.00184439,0.001151527,0.004302492],"category_scores_gemma":[0.003930087,0.0005291626,0.001129654,0.001822086,0.0004748995,0.001465706,0.001370265,0.001485514,0.002829621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007645218,"about_ca_system_score_gemma":0.002012523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004241636,"about_ca_topic_score_gemma":0.002425042,"domain_scores_codex":[0.9983205,0.0004534964,0.0001533152,0.0002534054,0.0007479851,0.00007135218],"domain_scores_gemma":[0.999122,0.0003170461,0.00004074854,0.00009919177,0.0003885856,0.000032374],"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":[0.0001585475,0.0001273292,0.0004527798,0.0002437947,0.0001021901,0.00009117555,0.0001392246,0.2093025,0.002905025,0.05017351,0.006257151,0.7300469],"study_design_scores_gemma":[0.00004863229,0.0001153007,0.0002342295,0.00003160823,0.0000318323,0.0001543837,0.00003665871,0.9659041,0.003066393,0.01932353,0.01101416,0.0000392106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001207205,0.000188002,0.9971032,0.00007028855,0.00004209705,0.00004894402,0.00002922773,0.0003179969,0.0009930371],"genre_scores_gemma":[0.04676808,0.0003039206,0.9503011,0.00003874359,0.00003515306,0.000207524,0.0001596376,0.00004803978,0.00213777],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004302492,"threshold_uncertainty_score":0.01439333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204026722","doi":"","title":"Saskatchewan Aboriginal women's postpartum depressive experiences: A qualitative exploration.","year":2008,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Postpartum depression; Qualitative research; Psychology; Depressive symptoms; Gender studies; Medicine; Obstetrics; Psychiatry; Sociology; Pregnancy; Anthropology; Anxiety; Biology","authors":[{"name":"Pamela J. Clarke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01956991357045806,"gpt":0.3017286904776235,"spread":0.2821587769071654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001830833,0.0002653186,0.0002849281,0.0008136806,0.00735933,0.001892852,0.0007030318,0.0005623043,0.003225736],"category_scores_gemma":[0.001955778,0.0003846597,0.0001555086,0.00198293,0.002470081,0.00075474,0.002560378,0.001010182,0.0003064534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008104444,"about_ca_system_score_gemma":0.01682275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5558069,"about_ca_topic_score_gemma":0.8400431,"domain_scores_codex":[0.9993679,0.0003276269,0.00002688946,0.00004159081,0.00005737753,0.0001785675],"domain_scores_gemma":[0.9988492,0.0006619209,0.00009885762,0.00003866733,0.000179266,0.0001721388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003572229,0.00003534205,0.01386286,0.0001227981,0.00000553098,0.0006203597,0.9778864,0.00001940279,0.0009067058,0.0004698763,0.0008261731,0.005208748],"study_design_scores_gemma":[0.00000182773,0.00001594902,0.01101212,0.00007086207,0.000003678361,0.00006743887,0.9864373,0.000008209313,0.00008625662,0.00005467844,0.002237581,0.000004130509],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922431,0.0006122784,0.0001087723,0.000861416,0.00002241664,0.0001050373,0.0002386099,0.00000251703,0.005805807],"genre_scores_gemma":[0.9896812,0.002031318,0.0002761867,0.0008289643,0.000005552128,0.000295026,0.0001200172,0.00000599298,0.006755835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5558069,"threshold_uncertainty_score":0.893618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2657763775","doi":"","title":"Study of Ionic Liquids as Effective Solvents for Enhanced Heavy Oil Recovery","year":2017,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Regina","keywords":"Ionic liquid; Chemical engineering; Chemistry; Materials science; Petroleum engineering; Organic chemistry; Engineering","authors":[{"name":"Ahmed Tunnish","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007972047949277422,"gpt":0.2430714126328498,"spread":0.2350993646835724,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002104823,0.0002330532,0.0002205778,0.000183265,0.0001408518,0.0005238716,0.0002469676,0.0002033552,0.001761711],"category_scores_gemma":[0.0002577087,0.00009354774,0.0002553307,0.0002330992,0.0001525993,0.000428654,0.0002927671,0.0003735318,0.0005000436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626759,"about_ca_system_score_gemma":0.0002312695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003632441,"about_ca_topic_score_gemma":0.0004753969,"domain_scores_codex":[0.9998956,0.00001657287,0.000004583238,0.0000195537,0.00003587522,0.00002787585],"domain_scores_gemma":[0.9999362,0.00002338665,0.00001058671,0.000003481832,0.00002139409,0.000004960379],"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":[0.0001692769,0.00008131273,0.0001699654,0.0004062288,0.0000148674,0.0001066549,0.00009945319,0.0005205432,0.979898,0.001297426,0.0002575261,0.01697877],"study_design_scores_gemma":[0.000008612967,0.0003156096,0.0004032971,0.00002006425,0.0000218441,0.00006234711,0.00005300299,0.001070451,0.9917424,0.00008195246,0.006213834,0.000006588065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568306,0.0214655,0.008583673,0.0002810549,0.00009323756,0.00007681078,0.0001282504,0.00003987308,0.01250108],"genre_scores_gemma":[0.9604514,0.01818381,0.005388167,0.0001170856,0.00003483915,0.0000605712,0.0001605621,0.00003528507,0.0155683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001761711,"threshold_uncertainty_score":0.005893469,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2624065219","doi":"","title":"« Un-frenching » des Canadiennes françaises : histoires des Fransaskoises en situation linguistique minoritaire","year":2017,"lang":"fr","type":"article","venue":"oURspace (University of Regina)","topic":"Linguistic and Sociocultural Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"","keywords":"Humanities; Sociology; Context (archaeology); Art; History","authors":[{"name":"Anna Von Staden","is_ca":false},{"name":"Andrea Sterzuk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01824626180378741,"gpt":0.2455188699488957,"spread":0.2272726081451083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001659196,0.0004844661,0.0003305338,0.001477133,0.01278297,0.003684657,0.0006682248,0.001140169,0.003872986],"category_scores_gemma":[0.0023936,0.0002797814,0.0002661628,0.002218329,0.007764712,0.001728558,0.002240961,0.001491203,0.0003365395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008352485,"about_ca_system_score_gemma":0.006845775,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6957766,"about_ca_topic_score_gemma":0.8271143,"domain_scores_codex":[0.9988625,0.0003253967,0.00004056431,0.0001443724,0.000132093,0.0004950503],"domain_scores_gemma":[0.9985219,0.0004713604,0.0002735575,0.00007861981,0.0003485136,0.0003061619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002330549,0.0000150974,0.02469901,0.0000590978,0.000008502655,0.001111955,0.9638841,0.00001998363,0.0006361151,0.002820759,0.000593875,0.00612818],"study_design_scores_gemma":[0.000001547628,0.0000212718,0.03471047,0.00008523535,0.000009931763,0.0004546564,0.9445958,0.0000197493,0.0001164857,0.0001625578,0.01980441,0.00001783704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829435,0.001309317,0.0001240956,0.001530487,0.00004248089,0.00001446651,0.00004423675,0.00000446493,0.01398679],"genre_scores_gemma":[0.9954136,0.0007035882,0.00006942653,0.0001923442,0.000006448774,0.000007562684,0.00001872539,0.000003424892,0.003584885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3042234,"threshold_uncertainty_score":0.61203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204611591","doi":"","title":"Conscious of my fictions: A postcolonial reading of the autobiography of a Saskatchewan English teacher.","year":2006,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biography; Reading (process); Literature; Art; History; Linguistics; Philosophy","authors":[{"name":"Valerie Mulholland","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004353834112382718,"gpt":0.19433792360142,"spread":0.1899840894890373,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000923039,0.0006401107,0.0003314246,0.001189886,0.01899586,0.004384773,0.001109735,0.002525691,0.006077338],"category_scores_gemma":[0.003629037,0.0002806727,0.0001849436,0.001164824,0.01387002,0.002265901,0.002451225,0.006969387,0.0009692306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01956894,"about_ca_system_score_gemma":0.01548391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6421914,"about_ca_topic_score_gemma":0.8785588,"domain_scores_codex":[0.9994025,0.000297988,0.00001148324,0.00005051146,0.00008122155,0.000156293],"domain_scores_gemma":[0.9981005,0.001015995,0.0001023617,0.00008393529,0.0004329439,0.0002643765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002847043,0.00001885074,0.0009300681,0.0000551893,0.000006376167,0.002324463,0.9487149,0.00006735419,0.0006986436,0.01488073,0.02653669,0.005738283],"study_design_scores_gemma":[0.000002684743,0.000008659204,0.004050883,0.0001891567,0.000006118054,0.0004956429,0.8238402,0.00004447252,0.0003605762,0.0009214989,0.1700671,0.00001300211],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5426441,0.009847482,0.001471471,0.09007177,0.002722437,0.0001003702,0.00055932,0.0000924189,0.3524905],"genre_scores_gemma":[0.8808661,0.004045737,0.0002900509,0.007918352,0.0001821321,0.00002721002,0.0001021963,0.0000970695,0.1064714],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3578086,"threshold_uncertainty_score":0.7198316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204836815","doi":"","title":"The relationship between hope, coping, spirituality, and eating disorder symptomatology in women.","year":2005,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":3,"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; University of Alberta; Hope Foundation; University of Pittsburgh","keywords":"Spirituality; Psychology; Coping (psychology); Clinical psychology; Eating disorders; Psychotherapist; Medicine; Alternative medicine","authors":[{"name":"Jennifer A. Boisvert","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01563584482370963,"gpt":0.2778742993290587,"spread":0.2622384545053491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005980608,0.0001479827,0.0001682849,0.0004206863,0.0005013215,0.0006794054,0.0001757987,0.0003005055,0.00231976],"category_scores_gemma":[0.002900277,0.0002197572,0.0001978225,0.0003395692,0.0004323965,0.0003030156,0.0005317567,0.0006225007,0.0001527963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000371178,"about_ca_system_score_gemma":0.0003004582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00356855,"about_ca_topic_score_gemma":0.009888969,"domain_scores_codex":[0.9998533,0.00006382287,0.00001195011,0.00001535524,0.00002419871,0.00003142075],"domain_scores_gemma":[0.9989713,0.0003127872,0.0003430077,0.00003435411,0.00006127542,0.0002772568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001960347,0.0003939442,0.9815649,0.00004666727,0.00008345102,0.0001169942,0.003326355,0.00003302005,0.0003262463,0.0001379913,0.000506937,0.01326734],"study_design_scores_gemma":[0.000007804476,0.0001380186,0.9968157,0.00001640766,0.00001945468,0.0001070823,0.002421884,0.00003784987,0.00002646106,0.00005966921,0.0003464918,0.000003131348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997549,0.0007896455,0.0000151604,0.0002875494,0.0000110258,0.000008322961,0.00006831532,0.000001169332,0.001269856],"genre_scores_gemma":[0.9987351,0.0004440715,0.00003722513,0.00008706171,0.000007440362,0.0000110122,0.00004834377,9.261079e-7,0.0006288879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00356855,"threshold_uncertainty_score":0.007760346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3204683860","doi":"","title":"Exploring restorative justice in Saskatchewan.","year":2004,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Restorative justice; Criminology; Economic Justice; Political science; Psychology; Law","authors":[{"name":"Barbara Tomporowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05024563014948077,"gpt":0.281036343061016,"spread":0.2307907129115353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001408157,0.000405702,0.0004287057,0.002131357,0.009800929,0.004252125,0.002005099,0.001070245,0.008686909],"category_scores_gemma":[0.003667796,0.0004244998,0.0003492754,0.006030669,0.003374404,0.002050603,0.005489358,0.002501572,0.0005652377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0572032,"about_ca_system_score_gemma":0.0982383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9632134,"about_ca_topic_score_gemma":0.9965541,"domain_scores_codex":[0.9982629,0.0005452806,0.00004561531,0.0001489967,0.000197334,0.0007999117],"domain_scores_gemma":[0.9971941,0.0008068405,0.000219289,0.0001750951,0.0009075662,0.0006970321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006226867,0.0006591142,0.3988193,0.0006670312,0.0004623912,0.005199129,0.1836658,0.00262767,0.003700659,0.08230295,0.05656281,0.2647105],"study_design_scores_gemma":[0.00003787883,0.00008799772,0.5005494,0.0005829452,0.000146848,0.0002948122,0.422679,0.0007511588,0.0009133266,0.00950145,0.06436662,0.00008850961],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052694,0.003734621,0.0009695459,0.0128316,0.0001114084,0.0001975571,0.001618179,0.0000317281,0.075236],"genre_scores_gemma":[0.964016,0.00292083,0.0009007,0.002222983,0.000008400918,0.0001945648,0.000692385,0.00002879723,0.02901525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0572032,"threshold_uncertainty_score":0.4150403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2189589159","doi":"","title":"Discovery of causality and acausality from temporal sequential data","year":2005,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Merge (version control); Causality (physics); Computer science; Set (abstract data type); Data mining; Sequence (biology); Quality (philosophy); Theoretical computer science; Artificial intelligence; Programming language; Information retrieval; Epistemology","authors":[{"name":"Kamran Karimi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02824057735242274,"gpt":0.2614780851074464,"spread":0.2332375077550236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01461846,0.00111496,0.001695576,0.008423334,0.00168243,0.004738698,0.002259254,0.001224897,0.002192256],"category_scores_gemma":[0.110593,0.001487701,0.002875874,0.004760061,0.002668838,0.009755792,0.003109109,0.00307831,0.0005399298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252269,"about_ca_system_score_gemma":0.003867451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00372815,"about_ca_topic_score_gemma":0.004962144,"domain_scores_codex":[0.9813015,0.004864655,0.002335214,0.00372509,0.007349363,0.0004241207],"domain_scores_gemma":[0.8434847,0.121605,0.01147391,0.01332021,0.008988708,0.001127484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009052207,0.0004318181,0.04164403,0.002078893,0.0005767187,0.001448822,0.004577781,0.05139896,0.01174141,0.1830334,0.003525602,0.6986374],"study_design_scores_gemma":[0.0001674856,0.000288171,0.006768739,0.0005979852,0.0003292226,0.001085068,0.001250239,0.3912772,0.02013994,0.5460373,0.03187637,0.00018235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03763575,0.0005389121,0.9577522,0.0005395405,0.00005053626,0.0003048569,0.001067701,0.001151529,0.0009588776],"genre_scores_gemma":[0.1701927,0.0007054954,0.8242193,0.0001699032,0.0001133599,0.0003327627,0.003124525,0.0002163968,0.0009254965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01461846,"threshold_uncertainty_score":0.0773108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}