{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":25,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":25,"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":"509d0fc12837","filters":{"venue":"WIT transactions on state-of-the-art in science and engineering"}},"results":[{"id":"W340882725","doi":"10.2495/978-1-84564-406-2/04","title":"Governance and the challenges of water and food security","year":2010,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Water resources management and optimization","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge; University of Waterloo","funders":"","keywords":"Food security; Corporate governance; Business; Environmental planning; Environmental science; Geography; Agriculture; Finance","authors":[{"name":"Rob de Loë","is_ca":true},{"name":"Henning Bjørnlund","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007517116028943541,"gpt":0.1673867637834982,"spread":0.1598696477545546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006970128,0.0003326116,0.0001991677,0.000333471,0.0013297,0.004893124,0.0003332676,0.001603472,0.00755736],"category_scores_gemma":[0.001092165,0.000175468,0.0001614717,0.0007758411,0.006822191,0.003675673,0.001930269,0.001661718,0.0009539261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002208527,"about_ca_system_score_gemma":0.00231332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003477952,"about_ca_topic_score_gemma":0.005125995,"domain_scores_codex":[0.9996151,0.000169344,0.000007750299,0.00004518906,0.00008253672,0.000080019],"domain_scores_gemma":[0.9997954,0.00008277052,0.00002418863,0.00002666109,0.00002879012,0.00004218745],"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":[0.000004892134,0.000006756535,0.0001086981,0.00002805548,0.000002694609,0.00004095789,0.0006764259,0.0004471292,0.0001182273,0.958501,0.02561818,0.01444713],"study_design_scores_gemma":[0.000003147546,0.000006635327,0.0002809146,0.0001093393,0.000001386285,0.00002136583,0.001089674,0.0002035234,0.00007234718,0.6583859,0.3398223,0.000003446367],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01170531,0.03939137,0.005393722,0.1097164,0.001059896,0.00002896759,0.00008116518,0.00004972746,0.8325735],"genre_scores_gemma":[0.6340874,0.03901792,0.002711328,0.007947443,0.001311211,0.0001034368,0.0001112924,0.00006949112,0.3146404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00755736,"threshold_uncertainty_score":0.02528191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2212265510","doi":"10.2495/1-85312-785-x/03","title":"Stratified shear flow: instability and wave radiation","year":2005,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary 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 Alberta","funders":"","keywords":"Instability; Shear flow; Mechanics; Radiation; Geology; Stratified flows; Stratified flow; Physics; Optics; Turbulence","authors":[{"name":"Bruce Sutherland","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01914261775269661,"gpt":0.1976458540220519,"spread":0.1785032362693553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007843968,0.0003847877,0.0003262174,0.0003883787,0.00019499,0.001112346,0.0002677788,0.0003189219,0.006316261],"category_scores_gemma":[0.0001811636,0.0002215697,0.0001765934,0.0006302774,0.0005760984,0.0008951711,0.0004315019,0.0003475195,0.001526822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730986,"about_ca_system_score_gemma":0.0002064654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005765799,"about_ca_topic_score_gemma":0.0008681344,"domain_scores_codex":[0.9999799,0.000003459436,0.000001154169,0.000003580105,0.000009149933,0.00000268151],"domain_scores_gemma":[0.9999685,0.000008800631,0.00000405746,0.000004677539,0.000007384327,0.000006548225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001603805,0.00007232531,0.001485609,0.0004848325,0.00003964839,0.0004448388,0.0008618887,0.01382564,0.02094669,0.5553313,0.07999723,0.3263494],"study_design_scores_gemma":[0.00005696514,0.0002257007,0.008521635,0.00022414,0.00003623425,0.0008064894,0.0003191872,0.03287938,0.007288962,0.5263268,0.4232599,0.00005459742],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1183226,0.1319529,0.09814997,0.004278808,0.002297538,0.00008218372,0.0006656326,0.001060736,0.6431897],"genre_scores_gemma":[0.543281,0.04397801,0.005829215,0.0005076393,0.002035289,0.00005742503,0.000557454,0.0002114521,0.4035426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006316261,"threshold_uncertainty_score":0.02113003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250045384","doi":"10.2495/978-1-84564-064-4/01","title":"Virtual reality","year":2008,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","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 Calgary","funders":"","keywords":"Virtual reality; Computer science; Human–computer interaction","authors":[{"name":"Larry Katz","is_ca":true},{"name":"J. R. Parker","is_ca":true},{"name":"Hugh Tyreman","is_ca":true},{"name":"Ron Levy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02216265875264154,"gpt":0.2320706450527515,"spread":0.2099079863001099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002760739,0.0008240595,0.0004852372,0.0009955846,0.0006933873,0.00310607,0.0006827374,0.0009948385,0.3203991],"category_scores_gemma":[0.0007382115,0.0003471637,0.0003943178,0.0008862456,0.0004749176,0.002451311,0.001818951,0.001453695,0.2250796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004659556,"about_ca_system_score_gemma":0.0004097373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166483,"about_ca_topic_score_gemma":0.003617352,"domain_scores_codex":[0.9997802,0.00002849248,0.000009403235,0.00004647219,0.0001152134,0.00002017508],"domain_scores_gemma":[0.9997514,0.00004779734,0.00001090515,0.00003793672,0.00008532142,0.00006653786],"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":[0.00002086938,0.00002034894,0.00005341588,0.0001761759,0.000004936504,0.0001008854,0.0002693917,0.000138053,0.001192026,0.02369423,0.7336754,0.2406543],"study_design_scores_gemma":[0.000001030655,0.000006135306,0.00008043574,0.00005490605,0.000001085569,0.0001316112,0.00004630622,0.00002905174,0.0000938829,0.001375028,0.9981782,0.000002249804],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007138834,0.03272914,0.00880152,0.005263904,0.006433259,0.00005679304,0.0006296854,0.001035839,0.9443361],"genre_scores_gemma":[0.001557504,0.004939386,0.001174858,0.0005170716,0.0003503673,0.00001386117,0.0001875821,0.0001469157,0.9911126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3203991,"threshold_uncertainty_score":0.9693682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2224186250","doi":"10.2495/978-1-84564-750-6/18","title":"Blast testing of CFRP and SRP strengthened RC columns","year":2012,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Materials science; Composite material; Structural engineering; Engineering","authors":[{"name":"J Berger","is_ca":true},{"name":"P. J. Heffernan","is_ca":true},{"name":"R. Gordon Wight","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01094582471095746,"gpt":0.1912316973248644,"spread":0.180285872613907,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008980288,0.0006284506,0.0004792874,0.001321231,0.001026849,0.0009692361,0.00138827,0.001457688,0.01602578],"category_scores_gemma":[0.003236905,0.000339611,0.0003556969,0.001006139,0.0007143482,0.0008508291,0.0005721882,0.0006848237,0.002928483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008905558,"about_ca_system_score_gemma":0.0005772914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008711689,"about_ca_topic_score_gemma":0.01276733,"domain_scores_codex":[0.9978491,0.0001839569,0.000054051,0.0002029502,0.001418676,0.000291415],"domain_scores_gemma":[0.9978279,0.0006421604,0.0001241339,0.000308683,0.0009258569,0.0001710869],"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":[0.009022671,0.0007513756,0.01080942,0.0007846653,0.0001113455,0.00247935,0.001318796,0.03254156,0.7634841,0.004359495,0.02567055,0.1486667],"study_design_scores_gemma":[0.0003290706,0.005010852,0.04618354,0.00016217,0.0001216375,0.0007796552,0.001334875,0.0535205,0.8599014,0.001166584,0.03136891,0.0001207849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9315772,0.000700277,0.009764408,0.0003938403,0.0003963968,0.0002068632,0.002018621,0.0009747795,0.0539676],"genre_scores_gemma":[0.9663277,0.0001716542,0.003105175,0.0001500329,0.00003034364,0.00003807193,0.0006658636,0.0001274616,0.02938368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01602578,"threshold_uncertainty_score":0.05361158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2222592356","doi":"10.2495/978-1-78466-060-4/005","title":"Biohydrogen production by<i>Clostridium beijerinckii</i>","year":2015,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Biohydrogen; Clostridium beijerinckii; Hydrogen production; Fermentative hydrogen production; Chemistry; Dark fermentation; Pulp and paper industry; Food waste; Food science; Acidogenesis; Hydrogen; Substrate (aquarium); Nutrient; Methane; Environmental science; Waste management; Biochemistry; Anaerobic digestion; Ethanol; Organic chemistry; Biology; Ecology","authors":[{"name":"Marta Chmiel","is_ca":true},{"name":"Viviane Yargeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01152879714234308,"gpt":0.1918462963167056,"spread":0.1803174991743625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001050808,0.00055192,0.0002444777,0.0002825996,0.0003423776,0.0005366809,0.0004192908,0.00031914,0.001276977],"category_scores_gemma":[0.00008782174,0.0002108497,0.0002922868,0.0004521589,0.0001518143,0.0004133242,0.0004371927,0.0005274035,0.0009604311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005463837,"about_ca_system_score_gemma":0.0002712081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004146348,"about_ca_topic_score_gemma":0.003361933,"domain_scores_codex":[0.9998957,0.000008988886,0.000004749403,0.0000216655,0.0000381485,0.00003069645],"domain_scores_gemma":[0.9999835,0.000002772486,0.000002478679,0.000002457069,0.000004743727,0.000003939884],"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":[0.0001718854,0.0001131493,0.0002717951,0.0004517069,0.00001561686,0.0004150772,0.0001069367,0.001300702,0.9225175,0.00146546,0.005430665,0.06773956],"study_design_scores_gemma":[0.00001672031,0.0007035942,0.004513639,0.0001179719,0.00005343413,0.0005700986,0.0001541239,0.001342893,0.9072669,0.000835146,0.08439162,0.00003383361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8307105,0.05554612,0.00998091,0.002165732,0.002579881,0.0001135667,0.001866618,0.0005004123,0.09653614],"genre_scores_gemma":[0.821426,0.02433081,0.007698386,0.0004213928,0.0001903926,0.00005105293,0.003563454,0.0001798672,0.1421386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004146348,"threshold_uncertainty_score":0.008244395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1445366062","doi":"10.2495/978-1-84564-406-2/06","title":"Non-profit-maximising values and attitudes influencing irrigators’ management response to new policy instruments","year":2010,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Water resources management and optimization","field":"Engineering","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 Lethbridge","funders":"","keywords":"Business; Profit (economics); Public economics; Economics; Microeconomics","authors":[{"name":"Geoff Kuehne","is_ca":false},{"name":"Henning Bjørnlund","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007534512199698698,"gpt":0.2092189329528129,"spread":0.2016844207531142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001900157,0.0001657651,0.0001467542,0.0002416145,0.0004690818,0.003088093,0.0002591397,0.0006515287,0.007035067],"category_scores_gemma":[0.005764549,0.0001441753,0.0001831,0.0005155686,0.001357622,0.001198724,0.0008636222,0.0009504171,0.0005878687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113943,"about_ca_system_score_gemma":0.0005795659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00130017,"about_ca_topic_score_gemma":0.004442789,"domain_scores_codex":[0.9991861,0.0004738128,0.0000180747,0.00006683976,0.0001174667,0.0001377188],"domain_scores_gemma":[0.9971713,0.001820339,0.0004305046,0.0001364509,0.0002476878,0.0001935467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007412855,0.000721869,0.3176146,0.0003686818,0.000227719,0.001008048,0.06884509,0.01666045,0.02870748,0.2178479,0.01196721,0.3352897],"study_design_scores_gemma":[0.00005909911,0.0003957729,0.6844023,0.0001744503,0.00008642525,0.0002251724,0.07358403,0.01769674,0.005722614,0.1807798,0.03675244,0.0001211767],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8657089,0.0002425205,0.003381764,0.002624251,0.00001891626,0.00002358258,0.00007143082,0.00001127743,0.1279174],"genre_scores_gemma":[0.99581,0.00009983525,0.0003797852,0.00006300236,0.000005875824,0.000007190407,0.00001517151,0.000004680074,0.003614513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007035067,"threshold_uncertainty_score":0.02353466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2265135302","doi":"10.2495/978-1-85312-669-7/04","title":"Fatigue damage of particle reinforced metal matrix composites","year":2005,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Aluminum Alloys Composites Properties","field":"Engineering","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 Alberta","funders":"","keywords":"Composite material; Materials science; Metal; Matrix (chemical analysis); Particle (ecology); Metallurgy; Geology","authors":[{"name":"F. Ellyin","is_ca":true},{"name":"Zhenhai Xia","is_ca":true},{"name":"C.-S. Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01377853630560473,"gpt":0.2093308799373525,"spread":0.1955523436317478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004557724,0.0002304931,0.0001540763,0.0003891226,0.0001875716,0.0001769951,0.0002611754,0.0004176869,0.00424799],"category_scores_gemma":[0.0001142603,0.0001351995,0.000112955,0.0002035845,0.0001181006,0.0002606898,0.0001252336,0.000228265,0.0009068923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282654,"about_ca_system_score_gemma":0.00007666546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008272858,"about_ca_topic_score_gemma":0.001634695,"domain_scores_codex":[0.9999622,0.000001909774,8.201158e-7,0.000005425633,0.00002437002,0.000005279865],"domain_scores_gemma":[0.9999535,0.00001155492,0.000003931059,0.000007309667,0.00002125072,0.000002473525],"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":[0.0001352756,0.00009673844,0.0006667569,0.0003738892,0.00002150304,0.0009736991,0.0003808885,0.01632331,0.5971558,0.007680377,0.02931194,0.3468798],"study_design_scores_gemma":[0.00002986371,0.001379205,0.03993626,0.0003586478,0.00005512324,0.004701489,0.0003289861,0.0683017,0.6432772,0.01817477,0.223398,0.0000587764],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6554409,0.06667253,0.0476813,0.001126984,0.001603666,0.00009541865,0.0005212452,0.001470093,0.2253879],"genre_scores_gemma":[0.6850073,0.008549828,0.002860475,0.0001675498,0.0001560321,0.00002784772,0.0004022472,0.0001120959,0.3027166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00424799,"threshold_uncertainty_score":0.01421094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2200109736","doi":"10.2495/978-1-85312-929-2/06","title":"Midlatitude storm impacts on air–sea CO<sub>2</sub> fluxes","year":2006,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Dalhousie University","funders":"","keywords":"Extratropical cyclone; Entrainment (biomusicology); Environmental science; Storm; Atmospheric sciences; Upwelling; Middle latitudes; Sea surface temperature; Climatology; Atmosphere (unit); Sea spray; Geology; Meteorology; Oceanography; Aerosol; Geography","authors":[{"name":"William Perrie","is_ca":true},{"name":"W. Zhang","is_ca":true},{"name":"Xuejuan Ren","is_ca":false},{"name":"Z. Long","is_ca":true},{"name":"J. Hare","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01146130996431101,"gpt":0.2095651698177607,"spread":0.1981038598534496,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007438706,0.0001765457,0.0001405817,0.0002487577,0.0001472587,0.0005637772,0.000131264,0.0002335381,0.009719403],"category_scores_gemma":[0.0001623496,0.0001364016,0.0001640765,0.0003502714,0.00009311556,0.0003755399,0.0002491743,0.0002741683,0.001488409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004636094,"about_ca_system_score_gemma":0.0001310388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00730057,"about_ca_topic_score_gemma":0.01833606,"domain_scores_codex":[0.9999802,0.000002968301,0.00000103482,0.000004169386,0.00000687864,0.000004690606],"domain_scores_gemma":[0.9999348,0.00003050181,0.000008521341,0.000003051835,0.00001290106,0.00001036933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004224936,0.0004098093,0.2493013,0.001064876,0.0003619781,0.003249936,0.002041231,0.07486565,0.1146653,0.03205631,0.1333551,0.3844038],"study_design_scores_gemma":[0.00003092994,0.0001492201,0.9226793,0.00006960803,0.00006345801,0.0003598591,0.0004980831,0.009996307,0.008945475,0.008423276,0.04875242,0.00003208344],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8638502,0.009459128,0.000928373,0.001440521,0.0003544306,0.00001505465,0.008095696,0.0001679048,0.1156886],"genre_scores_gemma":[0.9620565,0.003988768,0.0002800565,0.0001632588,0.0001830669,0.000006994841,0.002230415,0.00007935447,0.0310117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009719403,"threshold_uncertainty_score":0.03251463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2232187843","doi":"10.2495/978-1-78466-034-5/018","title":"Biodiesel reforming with a NiAl<sub>2</sub>O<sub>4</sub>/Al<sub>2</sub>O<sub>3</sub>-YSZ catalyst for the production of renewable SOFC fuel","year":2014,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Nial; Materials science; Catalysis; Yttria-stabilized zirconia; Biodiesel; Metallurgy; Chemical engineering; Intermetallic; Chemistry; Engineering; Cubic zirconia; Organic chemistry; Ceramic","authors":[{"name":"Nicolas Abatzoglou","is_ca":true},{"name":"Clémence Fauteux‐Lefebvre","is_ca":true},{"name":"Nadi Braidy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009546189669104258,"gpt":0.1901122415613651,"spread":0.1805660518922608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003920599,0.0003895411,0.0002415202,0.0003408367,0.0001725437,0.0005414462,0.0003184607,0.0002962702,0.007729527],"category_scores_gemma":[0.0000462731,0.0001418482,0.0003202824,0.0005712784,0.0001464196,0.0007395152,0.0002776996,0.0004318737,0.003245601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416334,"about_ca_system_score_gemma":0.0001918984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006849167,"about_ca_topic_score_gemma":0.002264533,"domain_scores_codex":[0.9999769,0.000001014347,9.784168e-7,0.000006458204,0.00001141781,0.000003276728],"domain_scores_gemma":[0.9999939,0.000001698608,7.706341e-7,0.000001010914,0.000001883179,7.978874e-7],"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":[0.0001810599,0.0001651761,0.0001490976,0.001441903,0.00003697349,0.0005408957,0.000417531,0.002611487,0.6548058,0.03427875,0.01543348,0.2899377],"study_design_scores_gemma":[0.00001907953,0.0001555487,0.0008107433,0.0001517217,0.00004634839,0.000710494,0.0001527691,0.00271265,0.4808895,0.00394778,0.510385,0.0000183262],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2774984,0.1212163,0.04793976,0.002035968,0.002338763,0.0002365132,0.0009370912,0.001236505,0.5465607],"genre_scores_gemma":[0.1690678,0.04028195,0.01425138,0.0003028706,0.00008503533,0.00004970067,0.0006632124,0.0003399458,0.7749582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007729527,"threshold_uncertainty_score":0.02585787,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4248383896","doi":"10.2495/dne-v11-n4-553-562/007","title":"THE IMPACT AND MITIGATION OF COMPLEXITY DURING PRODUCT DESIGN","year":2017,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Design Education and Practice","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Product (mathematics); Product design; Computer science; Mathematics; Geometry","authors":[{"name":"X. ZHANG","is_ca":true},{"name":"V. Thomson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03082920193811307,"gpt":0.2592710776736431,"spread":0.22844187573553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001230346,0.0005801893,0.0004622011,0.0004952654,0.000590465,0.003036081,0.0008530851,0.0008753647,0.002445426],"category_scores_gemma":[0.004995918,0.0005279117,0.0006626867,0.0005592624,0.001019311,0.002647297,0.001309911,0.001080274,0.0004036339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579087,"about_ca_system_score_gemma":0.001441224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001435533,"about_ca_topic_score_gemma":0.001424731,"domain_scores_codex":[0.998188,0.0006888888,0.00005736009,0.0001710119,0.0007850169,0.0001098281],"domain_scores_gemma":[0.9952664,0.003445336,0.0003878514,0.0004735772,0.000297298,0.0001294582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003891261,0.0003236416,0.01132948,0.001343719,0.0001319951,0.0009683672,0.005627023,0.4032156,0.04039115,0.1738958,0.004077316,0.3583067],"study_design_scores_gemma":[0.0001072343,0.001566022,0.02123158,0.0007394999,0.0003476676,0.001614377,0.002357979,0.6753119,0.04087718,0.1401409,0.1155246,0.000181247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.3716987,0.006095367,0.5005647,0.001743992,0.0002170601,0.0003338076,0.0001049726,0.0005025398,0.1187389],"genre_scores_gemma":[0.8709302,0.003033362,0.1092771,0.0001409405,0.00005177791,0.000154482,0.00009364947,0.0001233698,0.01619512],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003036081,"threshold_uncertainty_score":0.01145715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2222718815","doi":"10.2495/978-1-78466-034-5/007","title":"Biomass char production at low severity conditions under CO<sub>2</sub>and N<sub>2</sub>environments","year":2014,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Char; Biomass (ecology); Production (economics); Environmental science; Materials science; Waste management; Geology; Pyrolysis; Engineering; Economics","authors":[{"name":"Guillaume Pilon","is_ca":true},{"name":"Jean‐Michel Lavoie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008670108190944893,"gpt":0.1872439208102277,"spread":0.1785738126192828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001195567,0.000404467,0.0003752391,0.0003326807,0.0003781981,0.000619401,0.0002708053,0.000227023,0.003386357],"category_scores_gemma":[0.00008195065,0.0001180432,0.000374898,0.0006080673,0.0001624643,0.0003515513,0.0003506379,0.0004072597,0.001627059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105763,"about_ca_system_score_gemma":0.0002703912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001377396,"about_ca_topic_score_gemma":0.004385419,"domain_scores_codex":[0.9999249,0.000007105565,0.000002801271,0.00001571675,0.00003214665,0.00001720552],"domain_scores_gemma":[0.9999536,0.000009123362,0.000004543921,0.000006963004,0.00001359954,0.00001219079],"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":[0.0003767623,0.0000936779,0.0007505855,0.0002354142,0.00001140631,0.0002944707,0.00007258611,0.002821937,0.9712615,0.0002701473,0.001041717,0.02276969],"study_design_scores_gemma":[0.0000107203,0.0002936404,0.007837597,0.00002981827,0.00002532537,0.0001664509,0.0001524661,0.002553829,0.9793565,0.0004972467,0.009052907,0.00002343449],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9458613,0.004632604,0.007763491,0.0003136729,0.0003083123,0.00005125158,0.002059492,0.0004552431,0.0385546],"genre_scores_gemma":[0.9445075,0.003248881,0.002632415,0.00007178631,0.00002113341,0.0000271665,0.001487655,0.0002086782,0.04779485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003386357,"threshold_uncertainty_score":0.01132846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2285606799","doi":"10.2495/978-1-84564-091-0/05","title":"Fine particles in small steepland streams: physical, ecological, and human connections","year":2008,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"STREAMS; Environmental science; Ecology; Geography; Computer science; Biology","authors":[{"name":"Nira L. Salant","is_ca":true},{"name":"Marwan A. Hassan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01352384418244132,"gpt":0.2033753862165795,"spread":0.1898515420341382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008435887,0.0001663637,0.0001775561,0.00110009,0.0004732127,0.001010915,0.0001854578,0.0002880182,0.005147556],"category_scores_gemma":[0.0003639844,0.0001590423,0.000128478,0.001811665,0.0006684026,0.0006235728,0.0003617202,0.0002509407,0.0003975941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004411204,"about_ca_system_score_gemma":0.0003117818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01563069,"about_ca_topic_score_gemma":0.06896189,"domain_scores_codex":[0.9999708,0.000006487102,0.000002147391,0.000007048132,0.000008629526,0.000004926198],"domain_scores_gemma":[0.9998935,0.00005108329,0.0000220864,0.000003467964,0.0000129817,0.00001685821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003216307,0.0001970012,0.4194313,0.0007965449,0.0001093643,0.002490762,0.01257011,0.003033428,0.00410712,0.02092367,0.02656714,0.5094518],"study_design_scores_gemma":[0.00001198365,0.0001294626,0.9252045,0.000207686,0.00005252645,0.00147741,0.007322348,0.000883882,0.0005161281,0.02129078,0.04287962,0.00002362631],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8574806,0.06965069,0.002815588,0.002580468,0.0002522896,0.0000621336,0.001321601,0.00005242503,0.06578419],"genre_scores_gemma":[0.9244215,0.03536362,0.001423094,0.0001606308,0.0002647286,0.00001871678,0.0005285805,0.00001460982,0.03780456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01563069,"threshold_uncertainty_score":0.03107941,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243354658","doi":"10.2495/978-1-78466-249-3/011","title":"Simultaneous effect of surface roughness and passivity on corrosion resistance of metals","year":2017,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Passivity; Corrosion; Materials science; Metallurgy; Surface roughness; Surface finish; Composite material; Engineering","authors":[{"name":"Alisina Toloei","is_ca":true},{"name":"Vesselin Stoilov","is_ca":true},{"name":"D. O. Northwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00913975733952202,"gpt":0.2085768108089795,"spread":0.1994370534694575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002805588,0.0004532563,0.0003505624,0.0003030257,0.00012269,0.0004348199,0.0002017915,0.0003020298,0.0007825714],"category_scores_gemma":[0.0009615989,0.0003912846,0.0004445884,0.0001595768,0.0002421072,0.0002258386,0.0003135435,0.0003587765,0.0002387114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507418,"about_ca_system_score_gemma":0.00008738876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006156012,"about_ca_topic_score_gemma":0.0009846775,"domain_scores_codex":[0.9996169,0.0000444787,0.00003435612,0.00005509405,0.0001514632,0.00009775432],"domain_scores_gemma":[0.999298,0.0001975694,0.0001506995,0.00009640821,0.0001870987,0.00007016717],"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":[0.00009286268,0.00000805036,0.0004573637,0.00002554688,0.00001117049,0.00003611081,0.0000228232,0.0001564065,0.9981553,0.00001256941,0.0000130617,0.001008817],"study_design_scores_gemma":[0.00001159838,0.0005968568,0.0133626,0.000005043174,0.00005594113,0.0001281073,0.00006390378,0.001712009,0.9834216,0.00002303199,0.0006044668,0.00001488754],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976464,0.0005035715,0.00120228,0.00001631375,0.0000135016,0.00001334834,0.00004392526,0.00003667385,0.0005238401],"genre_scores_gemma":[0.9973385,0.0003348933,0.001469518,0.00001447742,0.000006356513,0.00001032619,0.00009339241,0.00001720332,0.0007154164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007825714,"threshold_uncertainty_score":0.002618015,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4238475407","doi":"10.2495/978-1-78466-155-7/004","title":"Factors that facilitate organisational change in complex systems","year":2016,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tyndale University College & Seminary","funders":"","keywords":"Process management; Computer science; Business","authors":[{"name":"P. M. Dickens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2449901536457734,"gpt":0.3238096738946123,"spread":0.07881952024883893,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00310199,0.0003544639,0.0002136285,0.001150056,0.002267907,0.00931011,0.0005955688,0.001232072,0.01578681],"category_scores_gemma":[0.02190825,0.000254674,0.0003484164,0.001985956,0.006382472,0.005086915,0.003559227,0.001052708,0.001255794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002823322,"about_ca_system_score_gemma":0.002969236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002351715,"about_ca_topic_score_gemma":0.004457279,"domain_scores_codex":[0.9970909,0.001440683,0.0001171458,0.000291764,0.0005400358,0.0005193444],"domain_scores_gemma":[0.9891339,0.006074311,0.001837856,0.0007201861,0.0007743014,0.001459476],"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":[0.0002716766,0.0003229672,0.03936351,0.001322169,0.0001183365,0.002187525,0.07868343,0.00489511,0.003084118,0.618002,0.03487324,0.2168759],"study_design_scores_gemma":[0.00009158051,0.000356613,0.1591991,0.001154831,0.00009551417,0.0009759714,0.0837722,0.004747525,0.001684594,0.4107231,0.3370548,0.0001443248],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3544466,0.008301664,0.01987459,0.02673198,0.0005786181,0.0002946099,0.0002283355,0.0002529445,0.5892907],"genre_scores_gemma":[0.9889084,0.001154742,0.001949962,0.000246527,0.0001098052,0.00004930309,0.00003773398,0.00003017018,0.007513394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01578681,"threshold_uncertainty_score":0.05281222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243823014","doi":"10.2495/978-1-78466-249-3/002","title":"Studies of microscopic strains on Alloy 600 surfaces arising from stress-corrosion cracking","year":2017,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Basic Energy Sciences; Université de Neuchâtel; CANDU Owners Group; U.S. Department of Energy","keywords":"Stress corrosion cracking; Materials science; Alloy; Metallurgy; Corrosion; Stress (linguistics); Cracking; Composite material; Philosophy; Linguistics","authors":[{"name":"N. S. McIntyre","is_ca":true},{"name":"Todd W. Simpson","is_ca":true},{"name":"Jun Qin","is_ca":true},{"name":"Nathaniel Sherry","is_ca":true},{"name":"M. Bauer","is_ca":true},{"name":"Jaganathan Ulaganathan","is_ca":true},{"name":"Anatolie G. Carcea","is_ca":true},{"name":"R. C. Newman","is_ca":true},{"name":"Martin Kunz","is_ca":false},{"name":"Nobumichi Tamura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0212095451582208,"gpt":0.2376630744940195,"spread":0.2164535293357987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008054701,0.0001353042,0.000123067,0.0005016912,0.0001870092,0.0002121815,0.0002093265,0.0001314423,0.0009117224],"category_scores_gemma":[0.0001104622,0.0001717409,0.00008878089,0.0002845171,0.0002328539,0.0001818017,0.0001491682,0.0002205388,0.0001624185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016307,"about_ca_system_score_gemma":0.00006166859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008892501,"about_ca_topic_score_gemma":0.001048287,"domain_scores_codex":[0.999941,0.000003886461,0.000001859257,0.00001074661,0.0000342102,0.000008227834],"domain_scores_gemma":[0.9998888,0.00002782828,0.00002192922,0.00001077487,0.0000373276,0.00001331984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004056939,0.000009081967,0.001251047,0.00003483599,0.000003365405,0.00007713328,0.00007817645,0.0001946802,0.9930575,0.0001379776,0.00003264876,0.005083011],"study_design_scores_gemma":[0.00000925839,0.0001840353,0.1034677,0.0000150916,0.00001386457,0.0008255799,0.0002024535,0.003496524,0.8888061,0.0002636576,0.002698717,0.00001701445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925551,0.001306718,0.00296083,0.00002062706,0.000008414755,0.000008460436,0.0001154022,0.0000415362,0.002982951],"genre_scores_gemma":[0.9952084,0.0004958292,0.001874026,0.000008691588,0.000006774144,0.000006646491,0.0001401595,0.00001734943,0.002242018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009117224,"threshold_uncertainty_score":0.00304997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2208669570","doi":"10.2495/1-85312-836-8/13","title":"Fatigue damage in microelectronic packages","year":2005,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Soldering; Creep; Reliability (semiconductor); Microelectronics; Thermal fatigue; Physics of failure; Reliability engineering; Joint (building); Deformation (meteorology); Mechanical engineering; Stress (linguistics); Materials science; Fatigue testing; Forensic engineering; Computer science; Structural engineering; Engineering; Thermal; Metallurgy; Electrical engineering; Composite material; Physics","authors":[{"name":"Hua Lu","is_ca":true},{"name":"Rajdeep Das","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01019394973263605,"gpt":0.2043105758298993,"spread":0.1941166260972632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008165229,0.0003984181,0.000347524,0.0004581993,0.0002098913,0.0004824366,0.000565008,0.000787278,0.01299449],"category_scores_gemma":[0.0001826865,0.0002832151,0.0002025064,0.0004442946,0.0001788321,0.0007403546,0.0002729232,0.0005299748,0.004428695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339493,"about_ca_system_score_gemma":0.0001452382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004251133,"about_ca_topic_score_gemma":0.0008425348,"domain_scores_codex":[0.9999313,0.000004516881,0.000002049146,0.00000860299,0.00004602901,0.00000754685],"domain_scores_gemma":[0.9999276,0.00002289231,0.000004299705,0.00001204016,0.00002921798,0.000003930882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00004548595,0.00009910074,0.0002820305,0.001082639,0.00002085558,0.0005542521,0.000465893,0.009144532,0.0314269,0.02192113,0.1620534,0.7729038],"study_design_scores_gemma":[0.0000152605,0.0005866495,0.004466077,0.0008393294,0.00002938375,0.002711327,0.00018152,0.01142961,0.02318973,0.02745686,0.9290563,0.00003796192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.04075656,0.5304756,0.06465188,0.002891256,0.004626598,0.0001570034,0.000350889,0.00192029,0.3541699],"genre_scores_gemma":[0.1059799,0.07679474,0.006487455,0.0007607037,0.0008314674,0.00007724808,0.0003388851,0.0002581873,0.8084714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01299449,"threshold_uncertainty_score":0.04347092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W579451575","doi":"10.2495/1-85312-840-6/08","title":"Modeling of PEM fuel cell stacks with hydraulic network approach","year":2005,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Proton exchange membrane fuel cell; Fuel cells; Nuclear engineering; Environmental science; Materials science; Engineering; Chemical engineering","authors":[{"name":"J.J. Baschuk","is_ca":true},{"name":"Xianguo Li","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01043006089082985,"gpt":0.1775891547529908,"spread":0.1671590938621609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002457335,0.0008378613,0.001065233,0.0005036237,0.0006758766,0.001374805,0.001673994,0.001978007,0.005970615],"category_scores_gemma":[0.0005343418,0.0006121598,0.0009037107,0.0005937724,0.0005701926,0.001704527,0.0008373648,0.0009230266,0.00073838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045086,"about_ca_system_score_gemma":0.001038264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01751839,"about_ca_topic_score_gemma":0.009689007,"domain_scores_codex":[0.9998736,0.00003337532,0.000005737572,0.00002526341,0.00003946504,0.00002248693],"domain_scores_gemma":[0.999885,0.00004802892,0.000011904,0.000007611261,0.00003406183,0.00001336116],"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":[0.00001829799,0.00001032125,0.00009848367,0.00002836611,0.00001102991,0.00003639718,0.00001310202,0.9932259,0.0006760597,0.003710171,0.0003063414,0.001865531],"study_design_scores_gemma":[0.00000510281,0.000007650457,0.00006297167,0.000003826328,0.000004080531,0.000006462107,0.000008276109,0.9972851,0.0002340978,0.001611839,0.0007662947,0.000004287778],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1311305,0.004975799,0.7126274,0.001839584,0.000438081,0.0002614382,0.002470443,0.001525708,0.144731],"genre_scores_gemma":[0.9357119,0.00189617,0.01847818,0.0001333772,0.00008869504,0.0003743434,0.0007933966,0.0001648171,0.04235916],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01751839,"threshold_uncertainty_score":0.03483289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021521803","doi":"10.2495/978-1-78466-060-4/019","title":"Gasified residual/waste biomass as solid oxide fuel cell feed for renewable electricity production","year":2015,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Advancements in Solid Oxide Fuel Cells","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Waste management; Renewable energy; Raw material; Biomass (ecology); Syngas; Environmentally friendly; Municipal solid waste; Incineration; Environmental science; Engineering; Chemistry","authors":[{"name":"Jerzy W. Jurewicz","is_ca":true},{"name":"Nicolas Abatzoglou","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02109062127620282,"gpt":0.2474645884125408,"spread":0.226373967136338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007323766,0.0003593198,0.0002299248,0.000493338,0.0001388877,0.000694235,0.0003786033,0.0002443714,0.01214829],"category_scores_gemma":[0.00005468916,0.0001186549,0.0002405082,0.000590317,0.0001246625,0.0007040385,0.0002851719,0.0004546941,0.006503496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963595,"about_ca_system_score_gemma":0.0001318193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003004883,"about_ca_topic_score_gemma":0.001101895,"domain_scores_codex":[0.9999665,0.00000243288,0.000001408508,0.000005774744,0.00002017712,0.000003750687],"domain_scores_gemma":[0.9999895,0.000003065985,7.011977e-7,0.000001999894,0.000003031773,0.000001720258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001441593,0.0002026476,0.0001683977,0.001449865,0.00003159047,0.0006308425,0.0001642885,0.002238901,0.3744195,0.02800239,0.02438234,0.5681651],"study_design_scores_gemma":[0.00002180339,0.0002366621,0.0007506375,0.0003211419,0.0000323469,0.0008146317,0.0001634244,0.004178644,0.3427911,0.009990062,0.6406748,0.00002465812],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.170372,0.1935725,0.06154866,0.001729321,0.005295389,0.0002035641,0.002755619,0.001638326,0.5628845],"genre_scores_gemma":[0.2406155,0.08841485,0.02210827,0.0004148941,0.0002799927,0.0000521505,0.002311678,0.0004668029,0.6453358],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01214829,"threshold_uncertainty_score":0.04064006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4256672905","doi":"10.2495/978-1-84564-814-5/008","title":"Carbon offsetting programs in North America: assessing the involvement of the hospitality and tourism industry","year":2013,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Energy, Environment, and Transportation Policies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Hospitality; Tourism; Hospitality industry; Business; Marketing; Economy; Natural resource economics; Advertising; Economics; Geography; Archaeology","authors":[{"name":"Rachel Dodds","is_ca":true},{"name":"Tim Bessada","is_ca":true},{"name":"J. A. Garcia","is_ca":true},{"name":"Alison McDougall","is_ca":true},{"name":"Natalie Thiesen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01563201514471519,"gpt":0.2119900787918887,"spread":0.1963580636471735,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005061217,0.0002591943,0.0001481915,0.001119679,0.0005389901,0.001168056,0.0005585076,0.000484732,0.002145431],"category_scores_gemma":[0.001536615,0.0001352174,0.0002398236,0.002628907,0.0005465809,0.001007312,0.001004942,0.000514476,0.000188645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003143646,"about_ca_system_score_gemma":0.002474024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2752177,"about_ca_topic_score_gemma":0.5996062,"domain_scores_codex":[0.9996254,0.0001409852,0.00001065851,0.00002881832,0.00009626192,0.00009784265],"domain_scores_gemma":[0.9987246,0.0002528534,0.0003386922,0.00002642185,0.0003316773,0.0003256581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002281401,0.0005161286,0.9096521,0.0001851781,0.0001996186,0.0004388126,0.004918709,0.004636607,0.0005739108,0.00211403,0.009117737,0.06741902],"study_design_scores_gemma":[0.000007549177,0.0001380024,0.9748446,0.00006669884,0.00004727311,0.00005318091,0.01669841,0.001510772,0.0001860405,0.0003480212,0.006089426,0.00001002986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837989,0.0008809783,0.000160885,0.0007512123,0.00001107883,0.00003300398,0.0007140758,0.00001039408,0.01363949],"genre_scores_gemma":[0.9928625,0.001206222,0.0003597353,0.0001249485,0.000008347024,0.00004655854,0.001222742,0.000005261551,0.004163584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2752177,"threshold_uncertainty_score":0.5472316,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2274098409","doi":"10.2495/1-85312-836-8/10","title":"Cracking and damage on concrete structures","year":2005,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Structural Response to Dynamic Loads","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Cracking; Materials science; Forensic engineering; Composite material; Engineering","authors":[{"name":"M. Reza Kianoush","is_ca":true},{"name":"H. Mirzabozorg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007462474458897714,"gpt":0.2031943548622196,"spread":0.1957318804033218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004817481,0.0003689649,0.0002470858,0.0004772566,0.0002515935,0.0005274885,0.0003073089,0.0004494086,0.01848321],"category_scores_gemma":[0.0001936558,0.0002198492,0.0001630444,0.0005371168,0.0005747311,0.0006610801,0.0003733437,0.0006109617,0.00342477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832413,"about_ca_system_score_gemma":0.0001530432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008689641,"about_ca_topic_score_gemma":0.002247061,"domain_scores_codex":[0.9999638,0.000002936963,0.000001008024,0.000004533371,0.0000245219,0.000003275035],"domain_scores_gemma":[0.9999534,0.00001626334,0.000003069876,0.000009149944,0.00001390234,0.000004117165],"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":[0.0000275859,0.00006509719,0.0003530288,0.0007356019,0.00001719746,0.0003665786,0.0008178059,0.01220904,0.00804292,0.3486327,0.2665291,0.3622034],"study_design_scores_gemma":[0.000008316778,0.00007311758,0.002703665,0.0003934412,0.000009666549,0.000703679,0.000212701,0.005652362,0.002614471,0.1805134,0.8071027,0.00001250746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01892213,0.179066,0.01926776,0.002487814,0.002323399,0.00004546715,0.000236053,0.0002222551,0.7774291],"genre_scores_gemma":[0.07768083,0.04881489,0.002350603,0.0002270973,0.000647868,0.00002292836,0.0001754746,0.00006958883,0.8700107],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01848321,"threshold_uncertainty_score":0.06183255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2262651582","doi":"10.2495/1-85312-785-x/06","title":"A comprehensive investigation of hydrodynamic instability","year":2005,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Ocean Waves and Remote Sensing","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Instability; Mechanics; Geology; Physics","authors":[{"name":"Atiqur Rahman","is_ca":true},{"name":"S. H. Mousavizadegan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01117948191825351,"gpt":0.1832798521076654,"spread":0.1721003701894118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000200238,0.0004074634,0.0005317032,0.001644226,0.0003305839,0.0009241496,0.0004148811,0.000415832,0.008241085],"category_scores_gemma":[0.0003329069,0.0002200977,0.0003105673,0.001405643,0.0005933458,0.00159142,0.0008154429,0.000694457,0.002937759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004593073,"about_ca_system_score_gemma":0.0005472607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007984567,"about_ca_topic_score_gemma":0.001181655,"domain_scores_codex":[0.9998995,0.00001276913,0.00000526776,0.00001483315,0.00005991314,0.000007716854],"domain_scores_gemma":[0.999909,0.00002625939,0.000006369512,0.00001460466,0.0000338546,0.000009891727],"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":[0.00003836835,0.00009246953,0.0006452259,0.002364725,0.0000778572,0.0003292736,0.0004772596,0.008000053,0.02652256,0.2354875,0.1057891,0.6201756],"study_design_scores_gemma":[0.000008226196,0.00009749617,0.004537298,0.0005669186,0.00002926992,0.0004437844,0.0001749,0.007684375,0.008978496,0.1330483,0.8443887,0.00004221867],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03302591,0.3452239,0.1432133,0.005964848,0.002526394,0.0002159388,0.002538734,0.001506421,0.4657846],"genre_scores_gemma":[0.1701726,0.3230746,0.0988286,0.001837241,0.002225312,0.0002498534,0.004060989,0.0007039193,0.398847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008241085,"threshold_uncertainty_score":0.02756917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2277954255","doi":"10.2495/1-85312-836-8/04","title":"Proportional analysis of non-proportional loadings","year":2005,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Proportional reasoning; Statistics; Mathematics; Proportional representation; Environmental science; Political science; Mathematics education; Law","authors":[{"name":"H. Jahed","is_ca":true},{"name":"M. Noban","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007660437373057986,"gpt":0.2006376859067311,"spread":0.1929772485336731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001734077,0.001395467,0.0007368318,0.002034511,0.000514722,0.00161811,0.002151289,0.0007322661,0.03363013],"category_scores_gemma":[0.01183734,0.0005938776,0.001230512,0.001552256,0.001567826,0.003279487,0.002128259,0.001972501,0.003951108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005821766,"about_ca_system_score_gemma":0.0007765996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330375,"about_ca_topic_score_gemma":0.001568723,"domain_scores_codex":[0.9982933,0.0003983994,0.00006009415,0.0003549475,0.000734009,0.0001591339],"domain_scores_gemma":[0.9969382,0.001215597,0.0002149156,0.0007760345,0.0007313062,0.0001239995],"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":[0.0002863861,0.0002675055,0.002174438,0.0006179332,0.0001641796,0.0003756695,0.0003229639,0.08865387,0.01483598,0.5971549,0.01545663,0.2796896],"study_design_scores_gemma":[0.00001832481,0.0001346737,0.0033028,0.00006567206,0.00005555706,0.0002686734,0.0001064317,0.6986744,0.005059085,0.2768687,0.0153946,0.00005114833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01920625,0.000551544,0.9534723,0.0001719059,0.000354041,0.00008579862,0.0001939465,0.0007637658,0.0252005],"genre_scores_gemma":[0.5794611,0.002057174,0.2197226,0.0004463947,0.0006386177,0.0004926355,0.001644047,0.002533921,0.1930036],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03363013,"threshold_uncertainty_score":0.112504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4234197820","doi":"10.2495/tdi-v1-n3-520-528/022","title":"CHARACTERISTICS OF CORRUGATION IN SHANGHAI METRO AND SUGGESTED MAINTENANCE THRESHOLD FOR AMPLITUDE","year":2016,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Geomechanics and Mining Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Amplitude; Environmental science; Transport engineering; Telecommunications; Engineering; Physics; Optics","authors":[{"name":"WANYI LIU","is_ca":true},{"name":"HAIFENG LI","is_ca":false},{"name":"YUDE XU","is_ca":false},{"name":"WANQING ZHANG","is_ca":true},{"name":"SIHAN YAN","is_ca":true},{"name":"FENGYU LI","is_ca":true},{"name":"JUNXING QIU","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01069585195204528,"gpt":0.1972791519959476,"spread":0.1865833000439024,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002040114,0.000215985,0.0001699977,0.001638977,0.0003637617,0.0004653357,0.0004182029,0.0002785083,0.001061471],"category_scores_gemma":[0.0005121034,0.0001592751,0.0001777784,0.001576653,0.0003282815,0.0003561462,0.0002186059,0.0001572918,0.0001749768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006212184,"about_ca_system_score_gemma":0.000286073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02090079,"about_ca_topic_score_gemma":0.02783196,"domain_scores_codex":[0.9997815,0.00001699925,0.00001546307,0.00004939827,0.00009011399,0.00004648701],"domain_scores_gemma":[0.9994982,0.00006529126,0.0001173744,0.00003577246,0.0002435717,0.00003982582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004775567,0.00007540271,0.7666337,0.0002877781,0.00005282278,0.002246217,0.00291076,0.02445523,0.1181349,0.002163285,0.001695233,0.08086695],"study_design_scores_gemma":[0.000005795687,0.0001584469,0.969626,0.000009161477,0.00004185633,0.0005716634,0.001024197,0.01865067,0.007995856,0.0002529547,0.001628609,0.00003473971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938205,0.0001531969,0.003403211,0.00003369714,0.000006226524,0.000009632597,0.0001524745,0.0001045287,0.002316553],"genre_scores_gemma":[0.9986368,0.00003811152,0.0005077578,0.000003494584,0.000002433205,0.000002732237,0.0001112289,0.00000520986,0.0006922937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02090079,"threshold_uncertainty_score":0.04155827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2464438325","doi":"10.2495/1-85312-836-8/07","title":"Fatigue-damage analysis under various loading conditions","year":2005,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Structural engineering; Materials science; Forensic engineering; Psychology; Engineering","authors":[{"name":"A. Varvani‐Farahani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01291016588738638,"gpt":0.2163257473195105,"spread":0.2034155814321242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001705716,0.000315767,0.0004699017,0.001199952,0.000342566,0.0002250002,0.0005460099,0.0006134406,0.01246417],"category_scores_gemma":[0.0002807206,0.0002253919,0.0003091292,0.0009363269,0.0002136511,0.0005030742,0.0002246459,0.0002967788,0.002247591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002611629,"about_ca_system_score_gemma":0.00009659689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352095,"about_ca_topic_score_gemma":0.003256922,"domain_scores_codex":[0.9998587,0.000007557249,0.000006970216,0.0000266942,0.00006761072,0.00003244035],"domain_scores_gemma":[0.9998412,0.00004134229,0.00001154518,0.00002959738,0.00006983411,0.000006442011],"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":[0.0003678518,0.0001732178,0.002480183,0.0004875343,0.00005696571,0.0002951448,0.0003912958,0.0397483,0.8521584,0.002044438,0.005687978,0.09610864],"study_design_scores_gemma":[0.00005099093,0.00175656,0.1182932,0.0001608574,0.0001240431,0.001349886,0.0004917277,0.2683762,0.5808468,0.003489084,0.02493444,0.0001262948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9096303,0.006316647,0.04048512,0.0001595038,0.00009270342,0.0001187577,0.004102938,0.001017343,0.03807669],"genre_scores_gemma":[0.969835,0.001341553,0.004530013,0.00005069646,0.00001501116,0.00007523304,0.002034666,0.0001008097,0.02201709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01246417,"threshold_uncertainty_score":0.04169679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996754497","doi":"10.2495/978-1-78466-249-3/015","title":"Improving corrosion performance by surface patterning","year":2017,"lang":"en","type":"book-chapter","venue":"WIT transactions on state-of-the-art in science and engineering","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Corrosion; Materials science; Surface (topology); Nanotechnology; Metallurgy; Mathematics; Geometry","authors":[{"name":"Mojtaba Karimi","is_ca":true},{"name":"Vesselin Stoilov","is_ca":true},{"name":"D. O. Northwood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01107213089113279,"gpt":0.208186667764848,"spread":0.1971145368737152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009530552,0.0004510581,0.0003113312,0.0001729567,0.0001028516,0.0004928436,0.0004908181,0.0003296168,0.001866894],"category_scores_gemma":[0.0002068039,0.0002303637,0.0002395913,0.0002562067,0.0001171211,0.0004235961,0.0003147976,0.0004150876,0.001621516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001841321,"about_ca_system_score_gemma":0.00008639084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001983528,"about_ca_topic_score_gemma":0.0002829139,"domain_scores_codex":[0.9998921,0.000007882427,0.000005572148,0.00002619627,0.00005207147,0.00001605211],"domain_scores_gemma":[0.9999276,0.00002097402,0.00000945702,0.00001153294,0.00002618086,0.000004164882],"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":[0.00001731821,0.0000131815,0.0000621962,0.0001722457,0.00000364712,0.00004972077,0.00002338434,0.0003204337,0.9727767,0.0003146822,0.0003773601,0.02586928],"study_design_scores_gemma":[0.000005062152,0.0001973602,0.0006121742,0.000015599,0.00001701702,0.0002384585,0.00001459544,0.003164923,0.9809746,0.0001481607,0.01460356,0.000008471175],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7805109,0.03182303,0.1087767,0.0006338767,0.000494442,0.000203337,0.0003527846,0.00167056,0.07553432],"genre_scores_gemma":[0.8632913,0.01858658,0.07382558,0.0002486695,0.0001245582,0.00009822717,0.0004146027,0.0003516899,0.04305882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001866894,"threshold_uncertainty_score":0.006245434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}