{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1011,"total_is_capped":false,"direct_labels_cover":4,"predictions_cover":1011,"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":"332be02a4b80","filters":{"venue":"International Journal of Design & Nature and Ecodynamics"}},"results":[{"id":"W2086156560","doi":"10.2495/dne-v4-n1-1-10","title":"Questioning the theory and practice of biomimicry","year":2009,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Sustainable Design and Development","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Biomimetics; Engineering; Computer science; Artificial intelligence","authors":[{"name":"A. Marshall","is_ca":false},{"name":"Silvia Lozeva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005449414030842878,"gpt":0.2448410388926633,"spread":0.2393916248618205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02619891,0.0007419463,0.001501296,0.002626656,0.00706768,0.01414725,0.004732569,0.01272933,0.006199855],"category_scores_gemma":[0.03257053,0.000612914,0.0008294521,0.002341738,0.1776073,0.03160091,0.00948053,0.01387239,0.001451388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008603713,"about_ca_system_score_gemma":0.007602422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003972868,"about_ca_topic_score_gemma":0.002573091,"domain_scores_codex":[0.9818907,0.01163179,0.0006208693,0.002057656,0.002956368,0.0008425475],"domain_scores_gemma":[0.9618247,0.02925423,0.00163376,0.003806225,0.002542163,0.000938916],"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":[0.000002806875,0.00000503808,0.00004027219,0.00002768472,0.000001567867,0.00001181688,0.0007722971,0.0001329462,0.0000140773,0.9960338,0.001195663,0.001761905],"study_design_scores_gemma":[0.000005309279,0.000006883625,0.00004149042,0.00008570083,8.618184e-7,0.00002946028,0.001002822,0.0002728347,0.00004270467,0.9773372,0.02116804,0.000006684793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02067939,0.0467836,0.112489,0.5243435,0.003988735,0.00007147778,0.00007562622,0.0001679913,0.2914006],"genre_scores_gemma":[0.8918553,0.02360338,0.03088299,0.03333525,0.003472405,0.0003524837,0.0000544176,0.0001870026,0.01625681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02619891,"threshold_uncertainty_score":0.1385548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007634935","doi":"10.2495/dne-v9-n3-197-205","title":"Biologically informed disciplines: a comparative analysis of bionics, biomimetics, biomimicry, and bio-inspiration among others","year":2014,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Biomimetics; Bionics; Biomimetic materials; Engineering; Engineering ethics; Nanotechnology; Computer science; Artificial intelligence; Materials science","authors":[{"name":"Alëna Iouguina","is_ca":true},{"name":"J. W. Dawson","is_ca":true},{"name":"Benedikt Hallgrímsson","is_ca":true},{"name":"G A Smart","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01661763600382958,"gpt":0.269763001666691,"spread":0.2531453656628614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005901914,0.0003502803,0.0005326185,0.009299085,0.003038554,0.007588685,0.000839276,0.001265936,0.005674004],"category_scores_gemma":[0.01317685,0.0001543955,0.0004032604,0.01268084,0.01877026,0.008238895,0.006166899,0.001647603,0.000363179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006970664,"about_ca_system_score_gemma":0.007394494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007724021,"about_ca_topic_score_gemma":0.01146357,"domain_scores_codex":[0.993477,0.003185396,0.0002432407,0.0004311723,0.002181066,0.0004820839],"domain_scores_gemma":[0.9874219,0.009155912,0.00109902,0.0005364253,0.001254562,0.0005321325],"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":[0.00009104369,0.00004696209,0.01134659,0.0008558903,0.00003172436,0.0002070271,0.09563371,0.0005656111,0.0007982982,0.7913697,0.001627416,0.09742605],"study_design_scores_gemma":[0.00002583314,0.0001699596,0.05868315,0.002352881,0.00008218896,0.0007937071,0.2961975,0.002003637,0.0008687796,0.3586625,0.2800837,0.00007614158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3703904,0.05764179,0.06009399,0.01626328,0.0004074221,0.0001765778,0.0002153838,0.0001082037,0.4947029],"genre_scores_gemma":[0.9736588,0.01260619,0.007459489,0.0008396725,0.00008338284,0.0001110078,0.00008887204,0.00006071862,0.005091973],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009299085,"threshold_uncertainty_score":0.05057591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1987629789","doi":"10.2495/dne-v5-n1-27-29","title":"Water, energy and life: fresh views from the water's edge","year":2010,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Chemical and Physical Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of General Medical Sciences","keywords":"Feature (linguistics); Aqueous solution; Enhanced Data Rates for GSM Evolution; Energy (signal processing); Battery (electricity); Materials science; Environmental science; Chemical physics; Chemistry; Physics; Computer science; Thermodynamics; Physical chemistry; Artificial intelligence","authors":[{"name":"Gerald H. Pollack","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007442653511123371,"gpt":0.2314139062291042,"spread":0.2239712527179809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001352332,0.0007991288,0.0009881919,0.001128643,0.001881665,0.004603002,0.001187412,0.003916001,0.004926052],"category_scores_gemma":[0.001843448,0.0002970115,0.0004339265,0.0009249851,0.01097784,0.02096124,0.003413152,0.008671501,0.001048155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001988189,"about_ca_system_score_gemma":0.001069617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002214936,"about_ca_topic_score_gemma":0.005190745,"domain_scores_codex":[0.9996013,0.000116493,0.00001775281,0.00007008653,0.0001438494,0.00005060068],"domain_scores_gemma":[0.9991455,0.0004233481,0.00005155687,0.00006386387,0.0001600444,0.0001556237],"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":[0.0002692535,0.00007347128,0.0008063003,0.002242335,0.00008271681,0.0006630431,0.005103802,0.0008311048,0.006160557,0.5880277,0.2171238,0.178616],"study_design_scores_gemma":[0.00001154925,0.00006049426,0.0006713259,0.0006072139,0.00001456257,0.0003198539,0.004058803,0.0001880962,0.0005331612,0.4022348,0.591263,0.00003704089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003810513,0.7279689,0.004183396,0.2431601,0.009393361,0.000007736172,0.0001051442,0.00005604765,0.01131477],"genre_scores_gemma":[0.1304127,0.7027924,0.006249992,0.1038628,0.02852421,0.00005711836,0.0001519096,0.0001388567,0.02781008],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004926052,"threshold_uncertainty_score":0.01647931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972446581","doi":"10.2495/dne-v5-n3-230-241","title":"Natural flow systems: Acquiring their constructal morphology","year":2010,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Robotic Path Planning Algorithms","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Constructal law; Natural (archaeology); Morphology (biology); Computer science; Mechanics; Geography; Zoology; Biology; Physics; Heat transfer","authors":[{"name":"António F. Miguel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00924227053949507,"gpt":0.2436536381064181,"spread":0.234411367566923,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001026346,0.0002579009,0.0002985172,0.001038249,0.001316541,0.003227615,0.0006246867,0.0008334975,0.003364423],"category_scores_gemma":[0.005794909,0.0004604988,0.000504504,0.0005318467,0.01005153,0.005076936,0.00276388,0.0015784,0.0005296771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009384593,"about_ca_system_score_gemma":0.0006984636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065899,"about_ca_topic_score_gemma":0.001016023,"domain_scores_codex":[0.9993149,0.0002553203,0.00004013021,0.0001800835,0.0001541263,0.0000554487],"domain_scores_gemma":[0.9983426,0.0005805577,0.0001937278,0.0005065062,0.0002642375,0.000112293],"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":[0.00002059086,0.00001393638,0.002760763,0.0000657613,0.000008912598,0.0001787327,0.006036125,0.004787797,0.005487472,0.9467227,0.0006129441,0.03330419],"study_design_scores_gemma":[0.00001663491,0.00009619586,0.005825533,0.00006035562,0.00001399585,0.0006844069,0.001768233,0.03015379,0.002977201,0.9205128,0.03784038,0.00005048863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1794439,0.0006142989,0.7420062,0.001612775,0.00006187725,0.0001195709,0.0001492223,0.0005595197,0.07543254],"genre_scores_gemma":[0.8197231,0.0003458101,0.1729489,0.000165131,0.00003135782,0.0001292977,0.0001885572,0.0002641026,0.006203521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003364423,"threshold_uncertainty_score":0.01125509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3103222423","doi":"10.18280/ijdne.150505","title":"Application of Artificial Neural Network for Forecasting Nitrate Concentration as a Water Quality Parameter: A Case Study of Feitsui Reservoir, Taiwan","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Hydrological Forecasting Using AI","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universiti Tenaga Nasional; Tenaga Nasional Berhad","keywords":"Water quality; Nitrate; Artificial neural network; Environmental science; Hydropower; Environmental engineering; Hydrology (agriculture); Agriculture; Total dissolved solids; Engineering; Ecology; Machine learning; Computer science; Geotechnical engineering; Biology","authors":[{"name":"Sarmad Dashti Latif","is_ca":false},{"name":"Muhammad Shukri Bin Nor Azmi","is_ca":false},{"name":"Ali Najah Ahmed","is_ca":false},{"name":"Chow Ming Fai","is_ca":false},{"name":"Ahmed El‐Shafie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05412330315178153,"gpt":0.3107218345850492,"spread":0.2565985314332676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005666292,0.0005548336,0.000410772,0.0006635554,0.0004577575,0.0005446494,0.0007249173,0.0008252867,0.0004159939],"category_scores_gemma":[0.001012296,0.0002375191,0.0005329146,0.0008304964,0.0002771478,0.0004677284,0.0003929439,0.0003355633,0.00005272941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001069589,"about_ca_system_score_gemma":0.0008651625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07506456,"about_ca_topic_score_gemma":0.05871174,"domain_scores_codex":[0.9998131,0.00004880401,0.00002259063,0.00004116377,0.00004015844,0.00003405243],"domain_scores_gemma":[0.9995553,0.0002260643,0.00004934246,0.00002900306,0.0001146573,0.00002567368],"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":[0.0002263013,0.0003779875,0.09612969,0.0001395695,0.0001360093,0.006120073,0.0003389902,0.8620418,0.006966647,0.000598923,0.0007186654,0.02620533],"study_design_scores_gemma":[0.00001524122,0.0001012453,0.0133855,0.000007496225,0.00003178902,0.00006910718,0.0003135525,0.9838905,0.001765529,0.0001858478,0.0002187666,0.00001543118],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9959987,0.00006532492,0.002742118,0.0001156312,0.000007503103,0.00001644951,0.00008387772,0.00003761819,0.0009329102],"genre_scores_gemma":[0.998037,0.00005933373,0.00139846,0.000006598725,0.000002469413,0.00001132884,0.00009731311,0.000003308641,0.0003842009],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07506456,"threshold_uncertainty_score":0.1492553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2484642270","doi":"10.2495/dne-v11-n3-406-415","title":"Cyber hate speech on twitter: Analyzing disruptive events from social media to build a violent communication and hate speech taxonomy","year":2016,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ministerio de Economía y Competitividad","keywords":"Social media; Taxonomy (biology); Computer science; Psychology; Computer security; Internet privacy; Communication; World Wide Web","authors":[{"name":"Fernando Miró Llinares","is_ca":false},{"name":"J.J. Rodriguez-Sala","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01768021551307682,"gpt":0.2619026129296643,"spread":0.2442223974165875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001385822,0.0004244399,0.0003854355,0.008511159,0.0009664144,0.001805207,0.0004461858,0.0006711975,0.001044806],"category_scores_gemma":[0.004250924,0.0001809309,0.0005421271,0.004704582,0.00060178,0.001832281,0.001434161,0.0005922525,0.0006787983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009198994,"about_ca_system_score_gemma":0.0007857123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006943174,"about_ca_topic_score_gemma":0.008882099,"domain_scores_codex":[0.9989718,0.0002597127,0.0001832758,0.0001158979,0.000312722,0.0001565742],"domain_scores_gemma":[0.9962516,0.001847874,0.0007357372,0.0001690729,0.0007790953,0.0002166492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005673483,0.0005680369,0.7474133,0.001578229,0.0001703951,0.001738183,0.0383453,0.003007389,0.02712042,0.004428126,0.005452478,0.1696108],"study_design_scores_gemma":[0.00001792008,0.0002513032,0.873772,0.0003134369,0.0001104796,0.0008289167,0.05981032,0.03639305,0.007848389,0.00247483,0.01807483,0.0001044628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97549,0.0003787965,0.0124834,0.0005187897,0.0000636361,0.0007368789,0.004058839,0.000130881,0.006138824],"genre_scores_gemma":[0.9607701,0.0004608438,0.0298716,0.00009066612,0.00008821718,0.0007092859,0.005611909,0.00002954094,0.002367801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008511159,"threshold_uncertainty_score":0.01380551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100139588","doi":"10.18280/ijdne.150511","title":"Modeling of Runoff in the Arid Regions Using Remote Sensing and Geographic Information System (GIS)","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Anbar","keywords":"Surface runoff; Infiltration (HVAC); Environmental science; Arid; Hydrology (agriculture); Runoff model; Runoff curve number; Geographic information system; Water balance; Remote sensing; Water resources; Soil science; Geology; Geography; Meteorology; Geotechnical engineering","authors":[{"name":"Ahmed Shahadha Muneer","is_ca":false},{"name":"Khamis Naba Sayl","is_ca":false},{"name":"Ammar Hatem Kamel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02624571659451468,"gpt":0.2265431155348357,"spread":0.2002973989403211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001559395,0.000294689,0.0001823967,0.0002983527,0.0001705336,0.0003524561,0.0003024908,0.0002728366,0.0005048215],"category_scores_gemma":[0.0002536925,0.0001522833,0.0003136948,0.0005502467,0.0001649833,0.0004295287,0.0001768264,0.0001892569,0.00009533079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004670962,"about_ca_system_score_gemma":0.000437537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01563142,"about_ca_topic_score_gemma":0.01279145,"domain_scores_codex":[0.9999233,0.00002533236,0.000006053466,0.00001735102,0.00001847588,0.000009450515],"domain_scores_gemma":[0.9999406,0.00002608993,0.00001211366,0.000003106548,0.00001485099,0.000003059995],"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":[0.000009576474,0.0000242576,0.004841631,0.0000311024,0.00001718498,0.00006438234,0.00003239401,0.9799486,0.001856198,0.0008689958,0.000210298,0.01209529],"study_design_scores_gemma":[0.000002657367,0.00001222882,0.002565745,0.000003205696,0.000005576705,0.00001641931,0.00002084285,0.9958659,0.0004321195,0.0006228237,0.0004477667,0.000004617374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6240033,0.0007125997,0.3646973,0.0003985316,0.00004626221,0.0001299093,0.001018066,0.0009324886,0.008061636],"genre_scores_gemma":[0.9717243,0.0004950516,0.02546958,0.00002410936,0.00001375753,0.00006893934,0.0003203332,0.00002482856,0.001859038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01563142,"threshold_uncertainty_score":0.03108084,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160244339","doi":"10.18280/ijdne.160209","title":"Geodiversity and Mining Towards the Development of Geotourism: A Global Perspective","year":2021,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geodiversity; Geotourism; Cultural heritage; Tourism; Sustainable development; Geography; Deliverable; Rigour; Biodiversity; Data science; Environmental resource management; Computer science; Engineering; Political science; Ecology; Mathematics; Archaeology","authors":[{"name":"Paúl Carrión-Mero","is_ca":false},{"name":"Néstor Montalván-Burbano","is_ca":false},{"name":"Geanella Herrera-Narváez","is_ca":false},{"name":"Fernando Morante-Carballo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01919693563408372,"gpt":0.2376039323975941,"spread":0.2184069967635104,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008473202,0.0002581248,0.0003080513,0.009355841,0.0008690341,0.006116891,0.0002295345,0.0005477202,0.004296421],"category_scores_gemma":[0.00159206,0.00007855136,0.0002507401,0.02352717,0.002058564,0.00427865,0.001919911,0.0005776921,0.0002870998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00167236,"about_ca_system_score_gemma":0.002900415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003759937,"about_ca_topic_score_gemma":0.008738413,"domain_scores_codex":[0.9993973,0.0001699858,0.00004976581,0.00007135023,0.0002318143,0.0000797692],"domain_scores_gemma":[0.9989339,0.0004859733,0.0002488351,0.00004103206,0.0001924252,0.00009786153],"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":[0.00008737433,0.00006423407,0.1023687,0.008566569,0.0001704624,0.001658433,0.02708439,0.001788687,0.002635916,0.3155583,0.01275976,0.5272572],"study_design_scores_gemma":[0.000008858953,0.0001314351,0.285651,0.008911279,0.000282055,0.003363543,0.08709625,0.001302941,0.001327178,0.06757428,0.5442882,0.00006297226],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3646068,0.2916017,0.00922295,0.02690935,0.0006420302,0.0001080885,0.001707567,0.0001085051,0.3050931],"genre_scores_gemma":[0.8578882,0.1312568,0.0042278,0.0006835848,0.000283805,0.00003185573,0.0004897031,0.00001979685,0.005118576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009355841,"threshold_uncertainty_score":0.01437294,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1988223441","doi":"10.2495/dne-v5-n1-39-48","title":"Dissipative structures in extremely diluted solutions of homeopathic medicines: a molecular model based on physico-chemical and gravimetric evidences","year":2010,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Biofield Effects and Biophysics","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Dissipative system; Gravimetric analysis; Thermodynamics; Materials science; Traditional medicine; Chemistry; Physics; Medicine; Organic chemistry","authors":[{"name":"Vittorio Elia","is_ca":false},{"name":"E. Napoli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01365801018655934,"gpt":0.2855573339260011,"spread":0.2718993237394418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001184544,0.0002470879,0.0002147007,0.0002466857,0.0001370492,0.0003176135,0.0004410113,0.0005230852,0.001020216],"category_scores_gemma":[0.0001808359,0.0001758441,0.0002096209,0.0001508214,0.0005435194,0.000529817,0.0002323253,0.0003602523,0.0001821124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002134628,"about_ca_system_score_gemma":0.00009352758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002210917,"about_ca_topic_score_gemma":0.0001740919,"domain_scores_codex":[0.9999398,0.00001078724,0.000004003086,0.00001838124,0.00001783982,0.000009144944],"domain_scores_gemma":[0.999948,0.00002051602,0.00001452411,0.000005993876,0.000006226258,0.000004712843],"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":[0.00012278,0.0000810612,0.0006799992,0.0002165701,0.00002655293,0.0004096259,0.0001473107,0.01581791,0.9657981,0.01222501,0.0001259579,0.00434907],"study_design_scores_gemma":[0.00007197747,0.0008910645,0.004222759,0.00003123737,0.00009654852,0.0005614671,0.0001946966,0.3627319,0.611133,0.01450415,0.00549743,0.00006386478],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638836,0.001056671,0.03098826,0.0002279517,0.00003664607,0.00004594457,0.0001092723,0.00008072564,0.003570941],"genre_scores_gemma":[0.9888005,0.000582708,0.008922216,0.00004869383,0.00001083948,0.0000342,0.00006230792,0.000005766414,0.00153269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001020216,"threshold_uncertainty_score":0.003412962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313815486","doi":"10.18280/ijdne.170612","title":"Ground Water Recharge Mapping in Iraqi Western Desert","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Groundwater and Watershed Analysis","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Anbar","keywords":"Groundwater recharge; Loam; Groundwater; Depression-focused recharge; Hydrology (agriculture); Environmental science; Rainwater harvesting; Soil water; Aquifer; Soil science; Geology; Geotechnical engineering; Ecology","authors":[{"name":"Shahad Shaker Mohammed","is_ca":false},{"name":"Khamis Naba Sayl","is_ca":false},{"name":"Ammar Hatem Kamel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01233151979895112,"gpt":0.2315640105662965,"spread":0.2192324907673454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000998803,0.0002029074,0.0001296507,0.0008051171,0.0002055391,0.0002903299,0.0002419321,0.0001502999,0.0006563835],"category_scores_gemma":[0.0002108312,0.0000922511,0.0001571069,0.0007128158,0.0001353934,0.0002240076,0.0002682592,0.00008568166,0.0001109842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004959069,"about_ca_system_score_gemma":0.000458696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06762969,"about_ca_topic_score_gemma":0.08554696,"domain_scores_codex":[0.9999353,0.00001081448,0.000003669783,0.0000138966,0.00001575505,0.00002059083],"domain_scores_gemma":[0.9999493,0.00000714353,0.00001242221,0.000003491643,0.00002056273,0.000006959442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002796193,0.0002033799,0.7288817,0.0001563958,0.0001131642,0.001471505,0.001864707,0.101454,0.02961371,0.001127629,0.002857884,0.1319763],"study_design_scores_gemma":[0.0000279558,0.00008930417,0.7289727,0.00002930952,0.00004147042,0.0001864135,0.002304204,0.2594417,0.004898625,0.0004393568,0.003542708,0.00002624914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997629,0.00004045693,0.0007367357,0.00004133678,0.000001168474,0.000008089109,0.0002880107,0.00005088887,0.001204271],"genre_scores_gemma":[0.9990438,0.00002952356,0.0005281562,0.000003402394,8.721485e-7,0.000003718512,0.0001569372,0.000001815378,0.0002318919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06762969,"threshold_uncertainty_score":0.1344721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011447825","doi":"10.18280/ijdne.150106","title":"The Context of Ecuador’s World Heritage, for Sustainable Development Strategies","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Escuela Superior Politécnica del Litoral","keywords":"Context (archaeology); World heritage; Sustainable development; Environmental planning; Geography; Environmental resource management; Environmental ethics; Political science; Environmental science; Archaeology","authors":[{"name":"Paúl Carrión-Mero","is_ca":false},{"name":"Fernando Morante-Carballo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04348189800920284,"gpt":0.2532057292834617,"spread":0.2097238312742589,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009578175,0.0005055686,0.0001588254,0.001283598,0.00203831,0.005299511,0.0005899708,0.0005916781,0.007342601],"category_scores_gemma":[0.00177114,0.00008377654,0.0001268861,0.001959061,0.001560053,0.003127598,0.001935056,0.0006723054,0.0002949194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002878381,"about_ca_system_score_gemma":0.002432161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00915119,"about_ca_topic_score_gemma":0.009761902,"domain_scores_codex":[0.999569,0.0001646306,0.00002612973,0.00004797731,0.00007080991,0.0001214894],"domain_scores_gemma":[0.9996271,0.0001104588,0.0000800589,0.00002229198,0.0001139242,0.00004615565],"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":[0.0001039619,0.0001033554,0.01246783,0.001256517,0.00003866891,0.004703099,0.0625598,0.0008873044,0.002416103,0.5751266,0.04964591,0.2906909],"study_design_scores_gemma":[0.00000693455,0.00003298255,0.01880296,0.0009334347,0.00002222527,0.000591039,0.1064596,0.000451738,0.001031077,0.02640628,0.8452421,0.00001955651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.287601,0.03129979,0.01278221,0.03668255,0.001115435,0.0002798191,0.0008145798,0.0001301986,0.6292945],"genre_scores_gemma":[0.9235801,0.00991031,0.01163924,0.001745811,0.0001763649,0.0002423799,0.0004853994,0.00005200386,0.0521684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00915119,"threshold_uncertainty_score":0.02456349,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011157936","doi":"10.18280/ijdne.150105","title":"Urban Regreeneration: Green Urban Infrastructure as a Response to Climate Change Mitigation and Adaptation","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Green infrastructure; Adaptation (eye); Climate change adaptation; Climate change; Environmental resource management; Environmental planning; Urban infrastructure; Geography; Business; Urban planning; Environmental science; Engineering; Civil engineering; Ecology; Psychology","authors":[{"name":"Jon Laurenz Senosiain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0245646437761954,"gpt":0.2949183344773763,"spread":0.2703536907011809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001110239,0.0002288154,0.0001525424,0.0008145284,0.001007431,0.002322249,0.0006377362,0.0006961059,0.004232566],"category_scores_gemma":[0.001387591,0.00008477239,0.0003107796,0.001035198,0.001339959,0.001233764,0.002481487,0.0005469475,0.0002535525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970948,"about_ca_system_score_gemma":0.003555463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008438789,"about_ca_topic_score_gemma":0.02411201,"domain_scores_codex":[0.9989138,0.0005661201,0.00001817232,0.00006587258,0.0001454451,0.0002906637],"domain_scores_gemma":[0.9994167,0.000127174,0.0001144962,0.00006526303,0.0001173146,0.0001589669],"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":[0.0003583546,0.0009417899,0.06044324,0.001007764,0.0001491373,0.0007588792,0.02661088,0.04344233,0.005617338,0.3546102,0.01958665,0.4864734],"study_design_scores_gemma":[0.0001074223,0.00178878,0.213333,0.0009743679,0.0002236289,0.0004457422,0.1472345,0.03324793,0.0114463,0.1315968,0.4594543,0.0001471586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7018127,0.00154116,0.02192133,0.01179588,0.0001531506,0.0004425899,0.0002968768,0.0003142991,0.2617219],"genre_scores_gemma":[0.9890308,0.0003816271,0.004414112,0.0002454316,0.0000146109,0.00005504521,0.00004396161,0.00001579567,0.005798695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008438789,"threshold_uncertainty_score":0.02155584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3100118892","doi":"10.18280/ijdne.150516","title":"Water Requirements of Crops under Various Kc Coefficient Approaches by Using Water Evaluation and Planning (WEAP)","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Irrigation Practices and Water Management","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Loam; Crop coefficient; Irrigation; Environmental science; Agronomy; Mathematics; Soil water; Crop; Soil science; Biology","authors":[{"name":"Abu Baker A. Najm","is_ca":false},{"name":"Isam M. Abdulhameed","is_ca":false},{"name":"Sadeq Oleiwi Sulaiman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08403551802452758,"gpt":0.2915589134431438,"spread":0.2075233954186163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003950436,0.0003809762,0.0003193174,0.0009942235,0.0002010013,0.0005564301,0.0003361149,0.0002234982,0.0006850352],"category_scores_gemma":[0.00125799,0.0001676182,0.000469415,0.001283707,0.0001364132,0.0005090497,0.0003651362,0.0002300049,0.0001090059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095383,"about_ca_system_score_gemma":0.0008677326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0160058,"about_ca_topic_score_gemma":0.03167888,"domain_scores_codex":[0.9995711,0.00008030139,0.00003048199,0.0001094687,0.0001576859,0.00005094716],"domain_scores_gemma":[0.9994947,0.0001662668,0.00009367683,0.00004080683,0.0001805455,0.00002403417],"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":[0.000396579,0.0001685326,0.08589526,0.0004872807,0.0001728157,0.0002328247,0.0003414489,0.6336775,0.04476985,0.002199418,0.0008423688,0.2308161],"study_design_scores_gemma":[0.00003337975,0.0003295752,0.07876623,0.00003397996,0.0001626263,0.0002001601,0.0003858267,0.8837813,0.03037003,0.002161544,0.003684412,0.00009099363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8894025,0.0002075509,0.1029926,0.00005499836,0.00001155836,0.00008640111,0.0008218488,0.0002407222,0.006181812],"genre_scores_gemma":[0.9514742,0.00009058177,0.04708311,0.000008131045,0.000001559091,0.00005898087,0.0004243627,0.00002985068,0.000829267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0160058,"threshold_uncertainty_score":0.0318253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2736563843","doi":"10.2495/dne-v12-n4-505-515","title":"More space and improved living conditions in cities with autonomous vehicles","year":2018,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Externality; Transport engineering; Megacity; Bottleneck; Sustainable transport; Business; Public transport; Space (punctuation); Investment (military); Traffic congestion; Sustainability; Environmental economics; Engineering; Computer science; Operations management; Economics","authors":[{"name":"Jaap Vleugel","is_ca":false},{"name":"Frans Bal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006019183946858127,"gpt":0.2322236703649625,"spread":0.2262044864181043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002543484,0.0001790077,0.0002175579,0.000420254,0.001621977,0.00239769,0.0004791399,0.0006899306,0.01192505],"category_scores_gemma":[0.00070456,0.00008059658,0.0003079521,0.0005256387,0.001211217,0.001300619,0.002576974,0.0007310612,0.001686108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007996907,"about_ca_system_score_gemma":0.0009990304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009349533,"about_ca_topic_score_gemma":0.01514428,"domain_scores_codex":[0.999661,0.00008422275,0.00001655856,0.0000538329,0.00006353503,0.0001208473],"domain_scores_gemma":[0.9995741,0.00001451029,0.00007269316,0.000031672,0.00009124828,0.000215732],"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":[0.0005352176,0.001486174,0.3234552,0.0008051174,0.0001886268,0.004568389,0.0210197,0.002885055,0.009535701,0.07755326,0.1309035,0.4270639],"study_design_scores_gemma":[0.0001244357,0.0007080683,0.4882132,0.0002777536,0.00008282638,0.002201296,0.02388749,0.001213595,0.001108089,0.02717787,0.4548924,0.0001129202],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8549396,0.003482794,0.003032994,0.01303892,0.001059947,0.00009034172,0.001088551,0.0002273227,0.1230396],"genre_scores_gemma":[0.974333,0.001101858,0.001832411,0.001617586,0.0001618746,0.0000762135,0.0006572261,0.00002682489,0.02019297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01192505,"threshold_uncertainty_score":0.03989321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308317554","doi":"10.18280/ijdne.170514","title":"Towards the Generation of a Spatial Hydrological Soil Group Map Based on the Radial Basis Network Model and Spectral Reflectance Band Recognition","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Environmental science; Soil map; Remote sensing; Soil water; Spatial analysis; Context (archaeology); Silt; Soil texture; Soil survey; Sampling (signal processing); Spatial variability; Geographic information system; Soil science; Digital soil mapping; Spatial contextual awareness; Wadi; Hydrology (agriculture); Cartography; Computer science; Geography; Geology; Mathematics; Statistics; Geotechnical engineering","authors":[{"name":"Khamis Naba Sayl","is_ca":false},{"name":"Sadeq Oleiwi Sulaiman","is_ca":false},{"name":"Ammar Hatem Kamel","is_ca":false},{"name":"Nadhir Al Ansari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02457911728530605,"gpt":0.2343605220610012,"spread":0.2097814047756952,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003361002,0.0003652934,0.0002672893,0.001058849,0.0001835718,0.0004804639,0.0005160359,0.0003301266,0.0009897938],"category_scores_gemma":[0.0006741285,0.0002201964,0.0004517303,0.000760617,0.0001317359,0.0005697889,0.0003723087,0.0003527391,0.0004497193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003176559,"about_ca_system_score_gemma":0.0007443831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470231,"about_ca_topic_score_gemma":0.01181382,"domain_scores_codex":[0.9998589,0.0000331012,0.000005263107,0.00003784684,0.00004915067,0.00001576649],"domain_scores_gemma":[0.9998505,0.00003212385,0.00002210227,0.00001351493,0.00007248202,0.000009303551],"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":[0.00008752221,0.0001251605,0.008999618,0.0000958479,0.00006967346,0.0001604907,0.0001159112,0.5969796,0.01163313,0.004431715,0.003519021,0.3737824],"study_design_scores_gemma":[0.00000319969,0.000008204966,0.001207579,0.000004086183,0.000005521697,0.00001555867,0.00001757879,0.9964222,0.0009685822,0.0007803122,0.0005610232,0.000006234608],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04078822,0.00008716394,0.9565404,0.0001039832,0.0000184419,0.00005599503,0.000260281,0.0008756549,0.001269757],"genre_scores_gemma":[0.4553938,0.000269563,0.5396652,0.00004432759,0.00002735406,0.0001812414,0.001373448,0.00012984,0.002915164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01470231,"threshold_uncertainty_score":0.02923352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313815707","doi":"10.18280/ijdne.170615","title":"Role of Social Inclusion in Sustainable Urban Developments: An Analyse by PRISMA Technique","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Population; Economic growth; Sustainability; Checklist; Urbanization; Sustainable development; Metropolitan area; China; Resource (disambiguation); Geography; Political science; Regional science; Social science; Sociology; Economics; Psychology","authors":[{"name":"Sanjay Taneja","is_ca":false},{"name":"Pallavi Jaggi","is_ca":false},{"name":"Simran Jewandah","is_ca":false},{"name":"Ercan Özen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003580459849812978,"gpt":0.2382428424570488,"spread":0.2346623826072358,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09442986,0.004697148,0.02196467,0.02402887,0.002381128,0.006287295,0.006938326,0.003722589,0.03993237],"category_scores_gemma":[0.1988975,0.003444904,0.04163089,0.03046938,0.004125306,0.005386935,0.008312024,0.007869094,0.002290184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006015011,"about_ca_system_score_gemma":0.02036796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005566497,"about_ca_topic_score_gemma":0.008707461,"domain_scores_codex":[0.8707391,0.06631244,0.0340096,0.01052547,0.01582697,0.002586473],"domain_scores_gemma":[0.7851635,0.1781305,0.01477659,0.01003226,0.01085072,0.001046372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002802608,0.0001637459,0.00523683,0.8589421,0.05834774,0.0008203506,0.00456421,0.002970718,0.001422442,0.01156551,0.02223674,0.03092696],"study_design_scores_gemma":[0.009117627,0.002019706,0.03456383,0.2606139,0.2404955,0.002072347,0.01043619,0.02440514,0.00545787,0.06491712,0.3446107,0.001289994],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.03953318,0.1233814,0.2474807,0.01246031,0.01048261,0.3479634,0.1949043,0.01116905,0.01262507],"genre_scores_gemma":[0.03811769,0.01045317,0.2028543,0.0008136469,0.0001644906,0.7405487,0.004982649,0.000651096,0.001414215],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09442986,"threshold_uncertainty_score":0.4993988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313816615","doi":"10.18280/ijdne.170603","title":"An Overview of Thermal Insulation Material for Sustainable Engineering Building Application","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Cultural Influences","field":"Arts and Humanities","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Thermal insulation; Architectural engineering; Thermal comfort; Solar gain; Environmental science; Civil engineering; Materials science; Engineering; Solar energy; Composite material; Meteorology","authors":[{"name":"Imhade P. Okokpujie","is_ca":false},{"name":"Victor Essien","is_ca":false},{"name":"Omolayo M. Ikumapayi","is_ca":false},{"name":"Emeka S. Nnochiri","is_ca":false},{"name":"Kennedy Okokpujie","is_ca":false},{"name":"Esther T. Akinlabi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01781395963759271,"gpt":0.26689080083459,"spread":0.2490768411969973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002842577,0.0006539371,0.0004691874,0.002465599,0.0004181678,0.0009014442,0.0004728265,0.0009233279,0.006753627],"category_scores_gemma":[0.0003278271,0.0004460081,0.0007508973,0.001959821,0.0001779169,0.001350636,0.0004179691,0.0008154938,0.002423421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002922442,"about_ca_system_score_gemma":0.0004541059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005347642,"about_ca_topic_score_gemma":0.001149745,"domain_scores_codex":[0.9997657,0.00002564573,0.00003525394,0.00004318324,0.0001081941,0.00002202738],"domain_scores_gemma":[0.9998122,0.00007597078,0.00003090413,0.00001086055,0.00006089044,0.000009283484],"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":[0.00008585445,0.0002564803,0.000789399,0.0269305,0.00006463278,0.0007352603,0.0002619266,0.00253157,0.06747278,0.01381939,0.01865139,0.8684008],"study_design_scores_gemma":[0.000006605916,0.0003461941,0.00149037,0.003111232,0.00008395957,0.002353325,0.0001571388,0.001335211,0.02591212,0.003744586,0.9614189,0.00004022524],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009974947,0.9402412,0.009509642,0.0005278262,0.0007063748,0.00009004603,0.0002449372,0.0001092181,0.03859587],"genre_scores_gemma":[0.04659377,0.9173359,0.01587779,0.0003769743,0.0004644687,0.0001374731,0.0003673443,0.00005496039,0.01879138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006753627,"threshold_uncertainty_score":0.02259314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074267772","doi":"10.2495/dne-v5-n3-254-267","title":"Few large and many small: Hierarchy in movement on earth","year":2010,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Constructal law; Movement (music); Energetics; Effi; Scale (ratio); Hierarchy; Kilogram; Environmental science; Geography; Computer science; Physics; Mechanics; Body weight","authors":[{"name":"Sylvie Lorente","is_ca":false},{"name":"Adrian Bejan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006180282887544132,"gpt":0.2514941461427579,"spread":0.2453138632552138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006099322,0.0001876915,0.0003031207,0.0009231982,0.001678444,0.002140073,0.0005247854,0.0008009861,0.005022942],"category_scores_gemma":[0.002712726,0.0002382732,0.0003078156,0.0006305571,0.008454733,0.004352428,0.001947765,0.001109975,0.0005373097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016278,"about_ca_system_score_gemma":0.0008209973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006736641,"about_ca_topic_score_gemma":0.007158819,"domain_scores_codex":[0.9993101,0.0001683462,0.00002774946,0.0001871881,0.0001789551,0.0001276775],"domain_scores_gemma":[0.9987944,0.0004688633,0.0001331015,0.0001883416,0.0001539502,0.0002612541],"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":[0.00002370221,0.00001150536,0.002728829,0.00005222103,0.000008223647,0.0000720508,0.00129751,0.00198941,0.001061783,0.9747489,0.001597152,0.01640874],"study_design_scores_gemma":[0.00001620501,0.00003159857,0.008275181,0.00002342491,0.000009383051,0.0001063004,0.0004640695,0.005206291,0.0001724327,0.9674503,0.01822509,0.00001964113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4398421,0.006481338,0.1804409,0.01638687,0.0003447079,0.00008640127,0.0004920783,0.0004403322,0.3554852],"genre_scores_gemma":[0.9758626,0.000848638,0.01415325,0.0005121884,0.00011372,0.0000440115,0.00008546713,0.00005110742,0.008329054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006736641,"threshold_uncertainty_score":0.01680344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2966679708","doi":"10.2495/dne-v14-n2-91-102","title":"The Historical Influence of Landscape, Ecology and Climate on Danish Low-rise Residential Architecture","year":2019,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Vernacular architecture; Architecture; Materiality (auditing); Landscape architecture; Architectural engineering; Apartment; Environmental resource management; Geography; Ecology; Economy; Civil engineering; Engineering; Archaeology; Environmental science; Aesthetics; Economics","authors":[{"name":"Mikkel Poulsen","is_ca":false},{"name":"Michael Lauring","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008296370079586954,"gpt":0.2317389548536679,"spread":0.2234425847740809,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009755326,0.0001597536,0.0001837203,0.0008937849,0.002832166,0.002532972,0.0004998501,0.0003784035,0.003104013],"category_scores_gemma":[0.001316874,0.0003428047,0.0001879081,0.001350588,0.003213752,0.0008190973,0.002072056,0.000647282,0.000310143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00877598,"about_ca_system_score_gemma":0.001895569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07321859,"about_ca_topic_score_gemma":0.2529781,"domain_scores_codex":[0.9989842,0.0002683975,0.0000581186,0.0002459176,0.0002142051,0.0002291723],"domain_scores_gemma":[0.9994872,0.0001468695,0.0001152273,0.00005274848,0.0001133998,0.0000845676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006643252,0.0001647248,0.2870201,0.001577078,0.0002025827,0.009196664,0.2269468,0.008697504,0.01009664,0.2856811,0.01081858,0.1589339],"study_design_scores_gemma":[0.00001157159,0.0001071327,0.5848463,0.0004356007,0.00008892454,0.001445411,0.04613105,0.001172281,0.001155151,0.005910921,0.3585706,0.0001251183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199854,0.006846896,0.001301285,0.001010303,0.0001251873,0.00000892871,0.0004066756,0.00001948284,0.07029576],"genre_scores_gemma":[0.9968613,0.0007223205,0.0002524449,0.00003226436,0.000005694547,0.000001576909,0.00004385233,0.000006806906,0.002073736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07321859,"threshold_uncertainty_score":0.1455848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388031817","doi":"10.18280/ijdne.180316","title":"Assessing Potential Landfill Sites Using GIS and Remote Sensing Techniques: A Case Study in Kirkuk, Iraq","year":2023,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Municipal Solid Waste Management","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Remote sensing; Geographic information system; Environmental science; Geography; Engineering","authors":[{"name":"Rana Mozahim Hamdoon","is_ca":false},{"name":"Khamis Naba Sayl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02852411827233847,"gpt":0.3189083631478291,"spread":0.2903842448754906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001038927,0.0008070532,0.0004754374,0.001677626,0.001432002,0.001088246,0.001185045,0.001147538,0.001581893],"category_scores_gemma":[0.001786356,0.0004088518,0.0007231651,0.002898045,0.001090946,0.000900212,0.001011646,0.0004813512,0.0002434635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002673262,"about_ca_system_score_gemma":0.002190806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06949811,"about_ca_topic_score_gemma":0.117365,"domain_scores_codex":[0.9991813,0.0003937374,0.00004524524,0.00008011651,0.0001397498,0.0001597799],"domain_scores_gemma":[0.9988643,0.0006372482,0.0001335848,0.00006891535,0.0002093047,0.00008662315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001183063,0.003809107,0.3555272,0.001123544,0.0002928332,0.05602874,0.01558077,0.4076615,0.01762281,0.005335094,0.00243241,0.133403],"study_design_scores_gemma":[0.0001603195,0.002038548,0.174423,0.0001932476,0.0003065404,0.00370583,0.1130773,0.6827245,0.01506221,0.002991758,0.005077425,0.0002392241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969826,0.00002947355,0.00180522,0.00005672779,0.000002107303,0.00008722921,0.0001115056,0.00001592046,0.0009092041],"genre_scores_gemma":[0.993342,0.00009079238,0.005849753,0.00001010344,0.000001486374,0.00005063246,0.00009632198,0.000006016915,0.0005528766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06949811,"threshold_uncertainty_score":0.1381872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3022255845","doi":"10.18280/ijdne.150207","title":"Comparative Analysis of Methodologies for the Evaluation of Geosites in the Context of the Santa Elena-Ancón Geopark Project","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Geotourism and Geoheritage Conservation","field":"Earth and Planetary Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Escuela Superior Politécnica del Litoral","keywords":"Geopark; Context (archaeology); Geotourism; Geography; Environmental planning; Engineering; Tourism; Archaeology","authors":[{"name":"Gricelda Herrera-Franco","is_ca":false},{"name":"Paúl Carrión-Mero","is_ca":false},{"name":"Carlos Mora-Frank","is_ca":false},{"name":"Jhon Caicedo‐Potosí","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1333064777788701,"gpt":0.3573416113215696,"spread":0.2240351335426995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06209586,0.001219401,0.0009865833,0.01699969,0.001154177,0.00602592,0.001446194,0.001012641,0.002504764],"category_scores_gemma":[0.08524324,0.0004691395,0.001421415,0.01042809,0.001906733,0.003335569,0.003563081,0.0008351715,0.0002227192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007328163,"about_ca_system_score_gemma":0.005639421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006238412,"about_ca_topic_score_gemma":0.008191767,"domain_scores_codex":[0.906746,0.07824745,0.003623369,0.001703331,0.008509198,0.001170721],"domain_scores_gemma":[0.9167149,0.05900231,0.005035336,0.002555798,0.01595815,0.0007334651],"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":[0.00122909,0.0009760089,0.04891944,0.005540452,0.001370745,0.0006236523,0.02335471,0.03200069,0.005009027,0.1453341,0.002620318,0.7330219],"study_design_scores_gemma":[0.0007161753,0.006489251,0.208869,0.01340434,0.002800415,0.001308856,0.1637534,0.2754027,0.02285206,0.2093737,0.09445497,0.0005751917],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4185536,0.008432705,0.5051739,0.001193889,0.0001385361,0.003835364,0.000987472,0.000322002,0.06136258],"genre_scores_gemma":[0.5620204,0.001932989,0.4310009,0.00008198226,0.00002429023,0.002851779,0.000553688,0.00006818004,0.001465767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06209586,"threshold_uncertainty_score":0.3283982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3160552739","doi":"10.18280/ijdne.160212","title":"Experimental Study of Underwater Wireless Optical Communication from Clean Water to Turbid Harbor under Various Conditions","year":2021,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Attenuation; Underwater; Seawater; Extinction ratio; Transmitter; Optics; Wavelength; Laser; Materials science; Maximum power principle; Optical power; SIGNAL (programming language); Power (physics); Environmental science; Channel (broadcasting); Physics; Analytical Chemistry (journal); Chemistry; Electrical engineering; Engineering; Environmental chemistry; Computer science","authors":[{"name":"Salah A. Adnan","is_ca":false},{"name":"Hassan Ahmed Hassan","is_ca":false},{"name":"Ahmed Alchalaby","is_ca":false},{"name":"Ahmed C. Kadhim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01407932947672905,"gpt":0.2678171643985201,"spread":0.253737834921791,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002860574,0.0003116329,0.0002203719,0.0001798744,0.0004117541,0.0002154392,0.0003049951,0.0003355438,0.001044363],"category_scores_gemma":[0.0005400062,0.0001206151,0.0001625134,0.0002462033,0.0003452767,0.0003491814,0.0004409886,0.0003571619,0.0001657232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001695321,"about_ca_system_score_gemma":0.0002501128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008062946,"about_ca_topic_score_gemma":0.0009605826,"domain_scores_codex":[0.9997596,0.00003016613,0.00001365507,0.00005870168,0.00009933992,0.00003843588],"domain_scores_gemma":[0.9996394,0.00008402759,0.0000784997,0.00003007346,0.0001372614,0.00003073755],"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":[0.0001452183,0.00007399187,0.001669222,0.0001332883,0.000008894055,0.0001866572,0.0002298896,0.0006286326,0.9929255,0.0001152973,0.0000838062,0.003799653],"study_design_scores_gemma":[0.00001736597,0.001583163,0.005115258,0.00001093564,0.00003307724,0.0001737077,0.0003841642,0.002795693,0.9886538,0.00007162101,0.001144497,0.00001674134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968143,0.00008420699,0.002485307,0.00003307723,0.00001693555,0.00001476845,0.00005272897,0.00003133201,0.000467264],"genre_scores_gemma":[0.99317,0.0002546773,0.004782413,0.00004663531,0.00001050407,0.00005735869,0.00007504199,0.0000128827,0.00159036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001044363,"threshold_uncertainty_score":0.003493726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2739640069","doi":"10.2495/dne-v12-n3-357-366","title":"Transformable structures: Materialising design for change","year":2017,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Architecture and Computational Design","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Innoviris; Vrije Universiteit Brussel","keywords":"Engineering; Architectural engineering","authors":[{"name":"Stijn Brancart","is_ca":false},{"name":"Camille Vandervaeren","is_ca":false},{"name":"Anne Paduart","is_ca":false},{"name":"Aline Vergauwen","is_ca":false},{"name":"Lars De Laêt","is_ca":false},{"name":"Niels De Temmerman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02331338233253011,"gpt":0.2694233467110592,"spread":0.2461099643785291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004925719,0.000968762,0.0005377331,0.0015418,0.001910669,0.006168787,0.002249085,0.002761536,0.00822159],"category_scores_gemma":[0.006771713,0.000647274,0.000691357,0.0008960595,0.01279747,0.008368574,0.006380447,0.00244527,0.001537328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002737757,"about_ca_system_score_gemma":0.002789026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001038002,"about_ca_topic_score_gemma":0.001397122,"domain_scores_codex":[0.9968153,0.001639305,0.0001347652,0.0004583185,0.000727099,0.0002252815],"domain_scores_gemma":[0.9971193,0.001193348,0.0001917077,0.000900157,0.0003682629,0.0002272633],"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":[0.00002113445,0.00005232562,0.0004682648,0.0002975957,0.00002225059,0.0002129754,0.006198983,0.01870781,0.002093898,0.9009814,0.002839627,0.06810381],"study_design_scores_gemma":[0.00002197419,0.00009027523,0.0002405341,0.0003337871,0.0000213622,0.0002199408,0.002585982,0.01278125,0.001325605,0.8062302,0.1761195,0.00002957594],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01929916,0.003446756,0.8193118,0.009087802,0.0004111168,0.0003446678,0.00007226133,0.0005504054,0.147476],"genre_scores_gemma":[0.3994188,0.00351623,0.576341,0.001093999,0.0002097797,0.000696833,0.0001488431,0.0004063383,0.01816826],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00822159,"threshold_uncertainty_score":0.02750397,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907471899","doi":"10.2495/dne-v13-n4-384-394","title":"Effects of vertical green technology on building surface temperature","year":2018,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ministero dello Sviluppo Economico","keywords":"Architectural engineering; Engineering; Environmental science; Engineering physics","authors":[{"name":"Ileana Blanco","is_ca":false},{"name":"Evelia Schettini","is_ca":false},{"name":"Giuliano Vox","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005478455810055019,"gpt":0.2282371526092566,"spread":0.2227586967992016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001158264,0.000343603,0.0001910438,0.0001455726,0.0001584329,0.0003897903,0.0001360142,0.0002446257,0.001751601],"category_scores_gemma":[0.0002901161,0.000131743,0.0003327371,0.0001812053,0.0002243387,0.0002414829,0.0003521749,0.0002922849,0.0002869646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002146549,"about_ca_system_score_gemma":0.000122242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001336596,"about_ca_topic_score_gemma":0.0009742847,"domain_scores_codex":[0.9998631,0.0000190018,0.000006250073,0.00002300505,0.00004425455,0.00004444887],"domain_scores_gemma":[0.9997423,0.00008989492,0.00004795288,0.00002328498,0.00005476714,0.00004174817],"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":[0.001731743,0.0003780009,0.008093006,0.000134911,0.00003059061,0.0001140109,0.0001814716,0.003869867,0.9697417,0.0001911408,0.0000850305,0.01544843],"study_design_scores_gemma":[0.00006003486,0.005939383,0.09057119,0.00003616188,0.0001119012,0.0001435176,0.0003942311,0.008410383,0.8917139,0.0002710339,0.002315911,0.00003239679],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980768,0.0002585961,0.0006714478,0.00001477998,0.00001703208,0.000005875439,0.00004171691,0.0000179511,0.0008957616],"genre_scores_gemma":[0.9989843,0.0001118388,0.0002811691,0.00001048186,0.00000283556,0.000004986529,0.00005220182,0.000006679692,0.0005455093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001751601,"threshold_uncertainty_score":0.005859673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3084419370","doi":"10.18280/ijdne.150418","title":"Industrial Transfer and Spatial Structure Optimization of Beijing, Tianjin and Hebei Province","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Regional Economic and Spatial Analysis","field":"Economics, Econometrics and Finance","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Beijing; Geography; Transfer (computing); Computer science; China; Archaeology","authors":[{"name":"Yongzhi Chang","is_ca":false},{"name":"Quan Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02006055154971379,"gpt":0.2060947773827708,"spread":0.186034225833057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003095837,0.0003511554,0.0002717973,0.001410407,0.000594197,0.001319254,0.0005172495,0.0003236255,0.003487318],"category_scores_gemma":[0.0006870024,0.0002635864,0.0006064608,0.002524675,0.0004761749,0.0007432296,0.0007318967,0.0001758026,0.0002219518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003057397,"about_ca_system_score_gemma":0.002787184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.108118,"about_ca_topic_score_gemma":0.1271868,"domain_scores_codex":[0.9997631,0.00004735606,0.00001164057,0.00004446476,0.0000520445,0.00008134389],"domain_scores_gemma":[0.9998554,0.00002745548,0.00002380765,0.00001326719,0.00004149653,0.00003852701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0002842102,0.0001916594,0.182184,0.0002127221,0.0002406973,0.001177284,0.0007257008,0.6974842,0.006063593,0.03283751,0.003279894,0.07531859],"study_design_scores_gemma":[0.00008301344,0.0001604004,0.285401,0.0000251784,0.0001251208,0.000211802,0.002091242,0.6903777,0.002236547,0.01098831,0.008255157,0.00004442763],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825265,0.0001538186,0.007317099,0.000139092,0.00000624585,0.00003995433,0.0003231438,0.0000611897,0.009432982],"genre_scores_gemma":[0.9952602,0.00009996071,0.001679114,0.000006240874,0.000001284737,0.00002046039,0.0002639417,0.000007611832,0.002661197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.108118,"threshold_uncertainty_score":0.2149774,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2741969385","doi":"10.2495/dne-v12-n4-525-537","title":"Complex systems management competency for technology modernization","year":2018,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Technology Assessment and Management","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Modernization theory; Engineering; Engineering management; Knowledge management; Manufacturing engineering; Systems engineering; Business; Computer science; Political science","authors":[{"name":"L. D. Gitelman","is_ca":false},{"name":"D. G. Sandler","is_ca":false},{"name":"T.B. Gavrilova","is_ca":false},{"name":"Mikhail Kozhevnikov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01011700573651096,"gpt":0.2514880276918087,"spread":0.2413710219552977,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005440645,0.0003695464,0.0003255596,0.0009158284,0.001757254,0.003942215,0.0007858666,0.001517855,0.01020269],"category_scores_gemma":[0.01118413,0.0001758728,0.000301131,0.0004234843,0.004423995,0.00358641,0.004720226,0.003650232,0.002011663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003042006,"about_ca_system_score_gemma":0.01272396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003043647,"about_ca_topic_score_gemma":0.002466752,"domain_scores_codex":[0.9979462,0.0007972844,0.0001063058,0.0002234546,0.000736808,0.0001898921],"domain_scores_gemma":[0.9924908,0.00274453,0.0006619709,0.0007106359,0.001756626,0.001635404],"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":[0.00001482657,0.0001228892,0.001232168,0.0003908253,0.00001649609,0.0001139968,0.002157245,0.003715301,0.001228829,0.8285559,0.04181197,0.1206396],"study_design_scores_gemma":[0.00001796898,0.00008019601,0.002015023,0.001078607,0.000009837246,0.0002380162,0.001367216,0.009436226,0.001076428,0.6037682,0.3808802,0.00003204907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02532295,0.01787626,0.2249949,0.2539915,0.001773197,0.0003750116,0.0001428228,0.0005171919,0.4750062],"genre_scores_gemma":[0.7573016,0.01522695,0.1482926,0.01459761,0.001734902,0.0003482543,0.0001788578,0.0001567121,0.06216265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01020269,"threshold_uncertainty_score":0.03413147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252828435","doi":"10.2495/dne-v14-n1-07-18","title":"Heat transfer mechanisms in vertical green systems and energy balance equations","year":2019,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Ministero dello Sviluppo Economico","keywords":"Heat transfer; Energy balance; Balance (ability); Energy transfer; Mechanics; Environmental science; Architectural engineering; Engineering; Physics; Thermodynamics; Engineering physics","authors":[{"name":"F. Convertino","is_ca":false},{"name":"G. Vox","is_ca":false},{"name":"E. Schettini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005836010244234653,"gpt":0.200835349448476,"spread":0.1949993392042414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004223674,0.0004702133,0.0005572161,0.0007391921,0.0004505026,0.001460871,0.001055141,0.000868616,0.008584227],"category_scores_gemma":[0.001160656,0.0003101693,0.0006386483,0.0007124949,0.001223544,0.003204505,0.001122636,0.001229229,0.0008893582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371523,"about_ca_system_score_gemma":0.0006734311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00761041,"about_ca_topic_score_gemma":0.004579004,"domain_scores_codex":[0.9999008,0.00002937771,0.000004531378,0.0000131982,0.0000324741,0.00001965306],"domain_scores_gemma":[0.9997961,0.0001130017,0.00002325157,0.000012523,0.00003853322,0.00001667837],"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":[0.00001917337,0.00002159776,0.0003723563,0.0001114021,0.00002144058,0.00009656368,0.0001292352,0.1971465,0.001852019,0.7812632,0.006249237,0.01271719],"study_design_scores_gemma":[0.00001833751,0.0000151273,0.0006182566,0.00003817734,0.000008549477,0.00003579377,0.00007467245,0.4436398,0.0005120609,0.5466015,0.008418467,0.00001919568],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1710122,0.04487115,0.5457198,0.02284971,0.002986194,0.0001972294,0.001668493,0.0008154069,0.2098799],"genre_scores_gemma":[0.8571417,0.008959466,0.01618951,0.0005550098,0.0007559586,0.000198942,0.0003460963,0.0002484089,0.1156049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008584227,"threshold_uncertainty_score":0.0287171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064648831","doi":"10.2495/dne-v5-n1-30-38","title":"Activated bicarbonate solutions as models of confined ontic open system and prototypes of living respiring systems","year":2010,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Chemical and Physical Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Bicarbonate; Chemistry; Dilution; Serial dilution; Photochemistry; Analytical Chemistry (journal); Thermodynamics; Physics; Environmental chemistry; Organic chemistry","authors":[{"name":"В.Л. Воейков","is_ca":false},{"name":"Do Minh Ha","is_ca":false},{"name":"O.G. Mukhitova","is_ca":false},{"name":"N.D. Vilenskaya","is_ca":false},{"name":"S.I. Malishenko","is_ca":false},{"name":"A.S. Bogachuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01401222466960114,"gpt":0.2612393575894494,"spread":0.2472271329198483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001515062,0.0002595187,0.0002296129,0.000177668,0.0001616862,0.0003785244,0.0004290575,0.0004375114,0.001015705],"category_scores_gemma":[0.0002083967,0.0001058479,0.0001638105,0.0001515683,0.0002082505,0.0003315899,0.0002375145,0.0002920011,0.0002522641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110198,"about_ca_system_score_gemma":0.0001445744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005023307,"about_ca_topic_score_gemma":0.0004527494,"domain_scores_codex":[0.9998529,0.00002629438,0.00001271792,0.00004212273,0.00004729758,0.00001863923],"domain_scores_gemma":[0.9998716,0.00002069369,0.00003641874,0.00001446633,0.00003037251,0.00002634485],"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":[0.0001115939,0.0000323945,0.0002300309,0.0001394543,0.000006436419,0.00008297897,0.00004407358,0.0009798001,0.9957754,0.0006093507,0.00006890768,0.001919607],"study_design_scores_gemma":[0.00003149158,0.0006829335,0.001662777,0.0000209743,0.00002348353,0.0002300986,0.00008984028,0.009570817,0.9808108,0.0004767531,0.006377943,0.0000221897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718702,0.00206782,0.02273162,0.0001044153,0.00008396416,0.0001036301,0.0004942411,0.0002270488,0.002317011],"genre_scores_gemma":[0.9760482,0.001320992,0.01839527,0.00005395557,0.00001600644,0.000110399,0.0005534616,0.00004024348,0.003461414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001015705,"threshold_uncertainty_score":0.003397822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018896363","doi":"10.2495/dne-v6-n4-286-296","title":"Exclusion-zone formation from discontinuous nafion surfaces","year":2011,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Chemical and Physical Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of General Medical Sciences","keywords":"Merge (version control); Polymer; Materials science; Aqueous solution; Nanotechnology; Microsphere; Nafion; Chemical engineering; Chemical physics; Composite material; Chemistry; Computer science; Engineering; Physical chemistry","authors":[{"name":"Xavier A. Figueroa","is_ca":false},{"name":"Gerald H. Pollack","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01058672333360923,"gpt":0.232928857774277,"spread":0.2223421344406678,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002456356,0.0002955888,0.000289344,0.0002476795,0.000275894,0.0004234413,0.0003216551,0.0003212209,0.0006268854],"category_scores_gemma":[0.0004228721,0.0002390857,0.0002399013,0.0001384666,0.0003268512,0.0004352329,0.000495496,0.0005534582,0.000182499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001884884,"about_ca_system_score_gemma":0.0001162546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003372223,"about_ca_topic_score_gemma":0.0003708234,"domain_scores_codex":[0.9997728,0.00002505061,0.00001270322,0.00005481919,0.00007953311,0.00005503563],"domain_scores_gemma":[0.9996998,0.0001360181,0.00006431118,0.00002971149,0.00003955044,0.00003056714],"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":[0.00004384979,0.000004985738,0.000228551,0.00003735426,0.00000790882,0.00006482743,0.00006468348,0.00008903246,0.9981706,0.0002233352,0.00003054729,0.001034261],"study_design_scores_gemma":[0.00001371357,0.00006928403,0.001993145,0.000005204843,0.000008298751,0.000105809,0.00005104379,0.000905846,0.9953571,0.0001407205,0.001343506,0.000006170379],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883295,0.00102813,0.008361091,0.00005967843,0.00002937824,0.00003941047,0.00007378978,0.00006880904,0.002010317],"genre_scores_gemma":[0.994047,0.0003408356,0.004229214,0.00003677503,0.000007857542,0.0000328032,0.0001582991,0.00001621567,0.001131007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006268854,"threshold_uncertainty_score":0.002097189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2172887031","doi":"10.2495/dne-v8-n2-172-179","title":"Fruit walls and nut shells as an inspiration for the design of bio-inspired impact-resistant hierarchically structured materials","year":2013,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Division of Materials Research; Deutsche Forschungsgemeinschaft","keywords":"Nut; Engineering; Architectural engineering; Materials science; Engineering drawing; Agricultural engineering; Mechanical engineering","authors":[{"name":"Robin Seidel","is_ca":false},{"name":"Marc Thielen","is_ca":false},{"name":"Clemens N. Z. Schmitt","is_ca":false},{"name":"Andreas Bührig–Polaczek","is_ca":false},{"name":"Claudia Fleck","is_ca":false},{"name":"Thomas Speck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0122272515119156,"gpt":0.2540022366472982,"spread":0.2417749851353825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008353395,0.0002597515,0.0001593981,0.0002069283,0.00008707699,0.0003983826,0.0003126891,0.0003586528,0.0007228722],"category_scores_gemma":[0.0001402113,0.0002319561,0.0001917497,0.0001222042,0.0001657169,0.0002989336,0.0002607188,0.0003551355,0.0004215418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001271955,"about_ca_system_score_gemma":0.00006820261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007464799,"about_ca_topic_score_gemma":0.0002266748,"domain_scores_codex":[0.999953,0.000007024641,0.000003143089,0.00001127742,0.00001620963,0.000009331048],"domain_scores_gemma":[0.9999461,0.00001136702,0.0000140601,0.000005335647,0.000008971363,0.00001419302],"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":[0.00003196523,0.00004005493,0.0001999321,0.0003643667,0.0000151713,0.0002140369,0.00006976943,0.006626455,0.9786839,0.003917629,0.0003701428,0.009466588],"study_design_scores_gemma":[0.0000626939,0.0009930443,0.004271673,0.0001794863,0.00007386921,0.0007209953,0.0001478403,0.06852263,0.8691007,0.003223235,0.05261588,0.0000878693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.902474,0.01146521,0.06809358,0.0002585223,0.0002458476,0.00009951061,0.0004128774,0.0005079944,0.01644253],"genre_scores_gemma":[0.9583685,0.002750667,0.03523857,0.00009601696,0.00002466133,0.0001160566,0.0002192213,0.0000860747,0.003100286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007228722,"threshold_uncertainty_score":0.00241828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3114743387","doi":"10.18280/ijdne.150613","title":"Numerical Analysis of the Influence of Geometry on a Large Scale Onshore Oscillating Water Column Device with Associated Seabed Ramp","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Oscillating Water Column; Mechanics; Volume of fluid method; Geometry; Laminar flow; Volume (thermodynamics); Finite volume method; Constructal law; Momentum (technical analysis); Flow (mathematics); Power (physics); Physics; Mathematics; Thermodynamics; Heat transfer","authors":[{"name":"Max Letzow","is_ca":false},{"name":"Giulio Lorenzini","is_ca":false},{"name":"Dante Vinícius Eloy Barbosa","is_ca":false},{"name":"Ricardo Gabriel Hübner","is_ca":false},{"name":"Luíz Alberto Oliveira Rocha","is_ca":false},{"name":"Mateus das Neves Gomes","is_ca":false},{"name":"Liércio André Isoldi","is_ca":false},{"name":"Elizaldo Domingues dos Santos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006827992415173783,"gpt":0.2139466567779671,"spread":0.2071186643627933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001621512,0.0002640608,0.0002621198,0.0001672753,0.0002457722,0.0004340225,0.0003436727,0.0003774668,0.00139943],"category_scores_gemma":[0.0004002614,0.0001369729,0.0002395075,0.0001344054,0.000360014,0.0001870388,0.0003039881,0.0001510051,0.0001075126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307002,"about_ca_system_score_gemma":0.0003045994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574824,"about_ca_topic_score_gemma":0.00228932,"domain_scores_codex":[0.9998859,0.00001756491,0.000004162457,0.0000199016,0.00004864974,0.00002381435],"domain_scores_gemma":[0.9998254,0.00008155341,0.00003632756,0.00001903373,0.00002522456,0.00001237894],"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":[0.0001646098,0.0000694683,0.003527198,0.0002741533,0.00002811402,0.0004814609,0.00008756593,0.8775924,0.09888471,0.001583284,0.0003887692,0.01691834],"study_design_scores_gemma":[0.00001375514,0.0002569927,0.002241092,0.000009351314,0.00001933451,0.00007290979,0.00008262203,0.9855632,0.01060658,0.0002109632,0.0009099607,0.00001326447],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203073,0.0003880336,0.06736746,0.0001497763,0.00006202821,0.00005478404,0.0001298662,0.0001671739,0.01137359],"genre_scores_gemma":[0.9915622,0.00006701468,0.007458766,0.000008860742,0.0000028049,0.00001947495,0.00002193902,0.000006600016,0.0008524142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001574824,"threshold_uncertainty_score":0.004681528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912389525","doi":"10.2495/dne-v14-n1-19-29","title":"Urban green indicators: a tool to estimate the sustainability of our cities","year":2019,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Quality of Life Measurement","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"European Commission","keywords":"Urban sustainability; Sustainability; Environmental planning; Environmental resource management; Geography; Business; Regional science; Environmental science; Urban planning; Engineering; Civil engineering; Ecology","authors":[{"name":"Carla Ana-María Tudorie","is_ca":false},{"name":"Eric Gielen","is_ca":false},{"name":"María Vallés-Planells","is_ca":false},{"name":"F.D. Galiana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0188527691981922,"gpt":0.34610334487342,"spread":0.3272505756752278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00267631,0.001240055,0.0006306674,0.009729009,0.000610897,0.002439078,0.000651366,0.0005648158,0.006689117],"category_scores_gemma":[0.00905862,0.0003049957,0.000716429,0.01014628,0.0003224193,0.002221245,0.002319928,0.0008503914,0.002949577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163745,"about_ca_system_score_gemma":0.001228328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008570538,"about_ca_topic_score_gemma":0.007839972,"domain_scores_codex":[0.997218,0.0006928496,0.0003143635,0.0001928938,0.001409024,0.0001728044],"domain_scores_gemma":[0.9960021,0.001094381,0.000810258,0.0002601275,0.001567136,0.000265997],"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":[0.0004087721,0.0006052828,0.314341,0.001475267,0.0007229069,0.0001727988,0.003040955,0.02665326,0.003093545,0.0264851,0.1479425,0.4750587],"study_design_scores_gemma":[0.00009806177,0.0005130746,0.3999862,0.00113454,0.0003513983,0.0003338518,0.007580699,0.06208827,0.009545305,0.03436406,0.4836361,0.0003683935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.31258,0.003370702,0.2930573,0.002187864,0.0006573386,0.002451309,0.2181801,0.01355431,0.1539612],"genre_scores_gemma":[0.7051997,0.001838152,0.1967157,0.0003308101,0.0001260885,0.00258197,0.07966885,0.001013927,0.01252471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009729009,"threshold_uncertainty_score":0.02237737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2564820966","doi":"10.2495/dne-v12-n1-16-29","title":"Bioclimatism in architecture: An evolutionary perspective","year":2016,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Architecture; Perspective (graphical); Computer science; Engineering; Management science; Artificial intelligence; Geography","authors":[{"name":"Anh Tuan Nguyen","is_ca":false},{"name":"Sigrid Reiter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005381103167673497,"gpt":0.2228005962891075,"spread":0.217419493121434,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007577423,0.0003579826,0.0003120762,0.0008865327,0.001185185,0.002438103,0.0007967424,0.001282476,0.002132266],"category_scores_gemma":[0.001141849,0.0001793107,0.0003687821,0.0009052542,0.007623703,0.002401788,0.001381002,0.001236811,0.00020939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002286169,"about_ca_system_score_gemma":0.0007164426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872211,"about_ca_topic_score_gemma":0.001911246,"domain_scores_codex":[0.9993984,0.0002905948,0.00002064181,0.0001186406,0.0001097198,0.00006207322],"domain_scores_gemma":[0.9995595,0.0001753211,0.00007391503,0.00005602583,0.00009155124,0.0000438171],"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":[0.000006857271,0.000007748344,0.0006870986,0.00005678611,0.00001260764,0.00007638878,0.0007734439,0.007439907,0.0004453184,0.9771581,0.0002892268,0.01304653],"study_design_scores_gemma":[0.000007878676,0.00005128853,0.003218647,0.00009183034,0.00001512497,0.0002698246,0.0007495435,0.01656227,0.0003273767,0.9306288,0.0480517,0.0000257784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2454725,0.0480433,0.2744597,0.0264828,0.0006035441,0.00006084059,0.0001046121,0.0001029573,0.4046698],"genre_scores_gemma":[0.9635043,0.006841676,0.01839149,0.0003943136,0.0002314321,0.00002821034,0.00002484239,0.00002464093,0.01055921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002438103,"threshold_uncertainty_score":0.01658738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992314022","doi":"10.2495/dne-v14-n4-264-274","title":"Safeguarding marine protected areas in the growing mediterranean blue economy—recommendations for the maritime transport sector","year":2019,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Thessaly","keywords":"Safeguarding; Mediterranean climate; Economy; Marine protected area; Business; Fishery; Environmental resource management; Geography; Engineering; Environmental science; Economics; Ecology; Archaeology","authors":[{"name":"Mauro Randone","is_ca":false},{"name":"Maurizio Bocci","is_ca":false},{"name":"C. Castellani","is_ca":false},{"name":"C. Laurent","is_ca":false},{"name":"Catherine Piante","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01295896998220239,"gpt":0.2353367186432614,"spread":0.2223777486610591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008464043,0.001515963,0.0008010403,0.002870981,0.00169939,0.004971867,0.005254623,0.009801284,0.01786009],"category_scores_gemma":[0.01885743,0.000640187,0.001811791,0.001813624,0.001816466,0.007130625,0.006176867,0.007366349,0.006706315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003282999,"about_ca_system_score_gemma":0.03489736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05585421,"about_ca_topic_score_gemma":0.07318349,"domain_scores_codex":[0.9957808,0.001171502,0.0003839924,0.0001899326,0.001666246,0.0008074092],"domain_scores_gemma":[0.9806668,0.002634718,0.001135604,0.0004974141,0.009921791,0.005143711],"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":[0.0000395725,0.0002534352,0.003038967,0.001949331,0.00003864987,0.0005889699,0.001137756,0.001218675,0.0009117373,0.01204471,0.8173039,0.1614743],"study_design_scores_gemma":[0.00002435298,0.0000740812,0.004946558,0.005284363,0.00004209025,0.0002186908,0.002721174,0.0005457993,0.0002202083,0.004205296,0.9816583,0.00005902182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006056461,0.09448816,0.01091084,0.7421338,0.02235235,0.003379825,0.004639568,0.001810017,0.114229],"genre_scores_gemma":[0.0787138,0.1951015,0.2337723,0.3002959,0.00474857,0.01021376,0.01120103,0.0006514688,0.1653018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05585421,"threshold_uncertainty_score":0.1110582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323304630","doi":"10.18280/ijdne.180107","title":"A Review and Bibliometric Analysis of Sorting and Recycling of Plastic Wastes","year":2023,"lang":"en","type":"review","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Johannesburg","keywords":"High-density polyethylene; Polyvinyl chloride; Plastic waste; Polypropylene; Low-density polyethylene; Sorting; Polyethylene; Environmental science; Materials science; Waste management; Computer science; Process engineering; Composite material; Engineering","authors":[{"name":"Johnson A. Oyewale","is_ca":false},{"name":"Lagouge K. Tartibu","is_ca":false},{"name":"Imhade P. Okokpujie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03098593224319495,"gpt":0.3149305131899227,"spread":0.2839445809467277,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.003266441,0.001360881,0.002935753,0.0535727,0.0007906367,0.00236421,0.001258488,0.0008739875,0.003705957],"category_scores_gemma":[0.009849614,0.0005351714,0.002010365,0.07931004,0.0008101761,0.002524105,0.001076923,0.0006262864,0.0007204219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00259184,"about_ca_system_score_gemma":0.008041841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007085111,"about_ca_topic_score_gemma":0.01049731,"domain_scores_codex":[0.9965462,0.0006773686,0.0008872141,0.0003181893,0.001435547,0.0001355464],"domain_scores_gemma":[0.9927395,0.004068328,0.001098913,0.0001714593,0.001763733,0.0001581075],"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":[0.00009430115,0.00007290178,0.003264078,0.2694331,0.001315917,0.0003115953,0.0005976385,0.000873101,0.0008354918,0.004081463,0.02073548,0.698385],"study_design_scores_gemma":[0.0000339035,0.0002457655,0.03744292,0.1687184,0.007237169,0.002429682,0.001178915,0.0008016229,0.001682283,0.004911391,0.7751639,0.0001540233],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001459705,0.9939075,0.0005010382,0.0004994157,0.0001835309,0.00005637689,0.0005668925,0.0000265789,0.002799059],"genre_scores_gemma":[0.004683974,0.9939719,0.0005501829,0.00007737576,0.000108824,0.00003670414,0.00034722,0.00000390376,0.0002198893],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9464273,"threshold_uncertainty_score":0.01880515,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4308447285","doi":"10.18280/ijdne.170512","title":"Russian Timber Industry: Current Situation and Modelling of Prospects for Wood Biomass Use","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Bioeconomy and Sustainability Development","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Logging; Variety (cybernetics); Biomass (ecology); Agriculture; State (computer science); Wood industry; Current (fluid); Business; Natural resource economics; Agricultural economics; Geography; Engineering; Forestry; Economics; Ecology; Archaeology; Mathematics","authors":[{"name":"Sergey Medvedev","is_ca":false},{"name":"Mikhail Zyryanov","is_ca":false},{"name":"Aleksander Mokhirev","is_ca":false},{"name":"Oľga Kunickaya","is_ca":false},{"name":"Roman S. Voronov","is_ca":false},{"name":"Тамара Стородубцева","is_ca":false},{"name":"Olga Grigoreva","is_ca":false},{"name":"Igor Grigorev","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02885254782725687,"gpt":0.2490560535613808,"spread":0.2202035057341239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004953924,0.0002095957,0.0002699636,0.0006060162,0.0003182213,0.001259953,0.0006539268,0.0005597008,0.002500564],"category_scores_gemma":[0.0006789277,0.0002619362,0.0005682801,0.0006794559,0.0002941843,0.0007425716,0.0004042267,0.0003229072,0.0005572163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001280711,"about_ca_system_score_gemma":0.001077583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.037483,"about_ca_topic_score_gemma":0.02842795,"domain_scores_codex":[0.9998398,0.00005007297,0.00000874005,0.0000336533,0.00002489443,0.00004283377],"domain_scores_gemma":[0.9998036,0.00008277902,0.00003372517,0.00001461159,0.00004183742,0.00002344799],"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":[0.0001317401,0.00008354432,0.1139202,0.00009751823,0.00005095286,0.0003849021,0.0005373733,0.8540784,0.001747724,0.01714676,0.0009861629,0.01083484],"study_design_scores_gemma":[0.000007328831,0.00006769027,0.04824195,0.00002957558,0.00002798798,0.0001005201,0.0007911625,0.942979,0.0004509486,0.003609733,0.003674629,0.00001959242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782109,0.0003552272,0.006275471,0.0002735348,0.000008997868,0.00001098682,0.0007432745,0.00005076033,0.01407095],"genre_scores_gemma":[0.9959133,0.0002385033,0.0008682513,0.000005633043,0.000004347871,0.00001168865,0.0003871586,0.00001098531,0.002560073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.037483,"threshold_uncertainty_score":0.07452965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907544000","doi":"10.2495/dne-v13-n4-349-360","title":"Urban foodprints (UF) – Establishing baseline scenarios for the sustainability assessment of high-yield urban agriculture","year":2018,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"King Abdulaziz City for Science and Technology","keywords":"Baseline (sea); Sustainability; Agriculture; Yield (engineering); Environmental science; Urban sustainability; Urban agriculture; Environmental resource management; Environmental planning; Geography; Political science; Ecology; Materials science","authors":[{"name":"Khadija Benis","is_ca":false},{"name":"Rukaia Gashgari","is_ca":false},{"name":"Adnan Alsaati","is_ca":false},{"name":"Christoph Reinhart","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01227353916270991,"gpt":0.2539018045099304,"spread":0.2416282653472205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001460472,0.0007770006,0.0002480969,0.001088999,0.0003949105,0.001230417,0.0007462732,0.0007707753,0.00150382],"category_scores_gemma":[0.001877264,0.0002605854,0.0008715994,0.001578791,0.0005261069,0.001052604,0.001074813,0.0003901829,0.0002047069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003054311,"about_ca_system_score_gemma":0.00142316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0269843,"about_ca_topic_score_gemma":0.03131974,"domain_scores_codex":[0.9993232,0.0003722995,0.00002169088,0.000068111,0.0001171671,0.00009749782],"domain_scores_gemma":[0.99929,0.0003147263,0.00007501406,0.0001067507,0.0001662293,0.00004727546],"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":[0.0001767019,0.00009152475,0.01243949,0.0001349832,0.0000836087,0.0002171755,0.0001845535,0.9556487,0.001541789,0.009677049,0.001090805,0.01871368],"study_design_scores_gemma":[0.0001009307,0.0005362668,0.02679795,0.00009998856,0.00007161771,0.0001399587,0.001548554,0.9329566,0.00738575,0.01609648,0.01419163,0.00007429663],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8686227,0.0002647802,0.08606341,0.0003077059,0.00002691971,0.0008049991,0.009326659,0.0003404075,0.03424242],"genre_scores_gemma":[0.9550366,0.000186325,0.03906763,0.00002090603,0.000003214444,0.0005008258,0.003980142,0.00002966741,0.001174746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0269843,"threshold_uncertainty_score":0.05365449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224940425","doi":"10.18280/ijdne.170212","title":"Cluster Analysis on Forest Health Conditions in Lampung Province","year":2022,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Forest Ecology and Conservation","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Intact forest landscape; Forest management; Forest health; Forest inventory; Forest plot; Forest farming; Vitality; Cluster (spacecraft); Ecoforestry; Geography; Distribution (mathematics); Environmental resource management; Forest ecology; Biodiversity; Agroforestry; Forestry; Environmental science; Ecology; Mathematics; MEDLINE; Computer science; Biology; Ecosystem","authors":[{"name":"Rahmat Safe’i","is_ca":false},{"name":"Arief Darmawan","is_ca":false},{"name":"Anie Rose Irawati","is_ca":false},{"name":"Agung Yoga Pangestu","is_ca":false},{"name":"Elmo Rialdy Arwanda","is_ca":false},{"name":"A. Nizam Syahiib","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0107159045903972,"gpt":0.2502389398468938,"spread":0.2395230352564966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005804056,0.0001814672,0.0002732622,0.002703314,0.000992191,0.0007931367,0.0002839288,0.0001869994,0.001451269],"category_scores_gemma":[0.001724798,0.0001077274,0.0004460462,0.003477783,0.0004188915,0.0001941583,0.0006705994,0.0002058594,0.00009377227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839477,"about_ca_system_score_gemma":0.001958341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1243137,"about_ca_topic_score_gemma":0.1221014,"domain_scores_codex":[0.9994577,0.0001389895,0.00003208126,0.00009910509,0.0001236957,0.0001485739],"domain_scores_gemma":[0.9992616,0.0002062361,0.0001350441,0.00004326449,0.0002458793,0.0001080094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002390664,0.0000689226,0.9669333,0.00008088888,0.000121755,0.0002812461,0.003932677,0.001378411,0.00111754,0.0004940637,0.0008540319,0.02449827],"study_design_scores_gemma":[0.000004283293,0.00002947254,0.9897985,0.00001764674,0.00002922163,0.00005461709,0.006775178,0.002338401,0.0001576444,0.0001532444,0.0006324945,0.000009362892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982893,0.00004860046,0.0003035606,0.00005201835,0.000003555077,0.00003291138,0.0003193289,0.000009665147,0.0009411213],"genre_scores_gemma":[0.9990714,0.00002495395,0.0003234482,0.000003370078,0.000001594852,0.00002327228,0.0002894301,0.000001592288,0.0002609178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1243137,"threshold_uncertainty_score":0.2471802,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2506963688","doi":"10.2495/dne-v11-n3-428-437","title":"Real-time data-driven average active period method for bottleneck detection","year":2016,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"VINNOVA","keywords":"Bottleneck; Production (economics); Computer science; Industrial engineering; Process (computing); Set (abstract data type); Material flow; Productivity; Real-time computing; Data mining; Engineering; Embedded system","authors":[{"name":"Mukund Subramaniyan","is_ca":false},{"name":"Anders Skoogh","is_ca":false},{"name":"Maheshwaran Gopalakrishnan","is_ca":false},{"name":"Atieh Hanna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01217417684786427,"gpt":0.2719964526960295,"spread":0.2598222758481653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001622203,0.0008372906,0.0009440783,0.001642133,0.0004205852,0.0007380765,0.001600269,0.0005961072,0.001590656],"category_scores_gemma":[0.003656927,0.0004651638,0.0006377241,0.001432625,0.0004141096,0.0008388598,0.0004978798,0.0009949333,0.0004670535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007016811,"about_ca_system_score_gemma":0.001513345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002893139,"about_ca_topic_score_gemma":0.002859068,"domain_scores_codex":[0.9991955,0.0002099466,0.00005391375,0.0001779643,0.000304522,0.00005806197],"domain_scores_gemma":[0.9975043,0.001515176,0.0003257059,0.0001562666,0.000421236,0.00007734248],"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":[0.0005476385,0.0002565805,0.003018456,0.0002812497,0.0001560536,0.00009674462,0.0001534535,0.5555366,0.01616804,0.009930016,0.002492773,0.4113625],"study_design_scores_gemma":[0.00001568407,0.00004653529,0.0003015799,0.000006601567,0.000009503666,0.00003304047,0.00000781221,0.9945335,0.002691433,0.001252401,0.001089102,0.00001267691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006046725,0.0001525715,0.9926739,0.00002790677,0.00003020136,0.00004381681,0.00006244925,0.000643367,0.0003189706],"genre_scores_gemma":[0.2180739,0.0001909973,0.7796698,0.00005826051,0.00004545128,0.0002727903,0.000325569,0.0001790505,0.00118422],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002893139,"threshold_uncertainty_score":0.008579135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2031191920","doi":"10.2495/dne-v9-n4-314-320","title":"The local ventilation system coupled with the indirect green façade: a priliminary study","year":2014,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Urban Heat Island Mitigation","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Ventilation (architecture); Architectural engineering; Environmental science; Computer science; Engineering; Mechanical engineering","authors":[{"name":"Tomaž Šuklje","is_ca":false},{"name":"Ciril Arkar","is_ca":false},{"name":"Sašo Medved","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005949189297109869,"gpt":0.2116591659751003,"spread":0.2057099766779905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000318106,0.0004022027,0.0005008092,0.0002866551,0.0003579789,0.0005460609,0.0005519994,0.0003857645,0.002209546],"category_scores_gemma":[0.0004574029,0.0001573645,0.0005862919,0.0001408496,0.0005246641,0.0004734444,0.0005044155,0.0003454718,0.0002413741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003877908,"about_ca_system_score_gemma":0.0002283743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427469,"about_ca_topic_score_gemma":0.001283668,"domain_scores_codex":[0.9996203,0.00007345012,0.00001748571,0.0001007159,0.000112971,0.00007505825],"domain_scores_gemma":[0.9996687,0.000104464,0.00004222662,0.00005510951,0.00009416531,0.00003535974],"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":[0.001483607,0.001099132,0.01373349,0.000845716,0.0001311016,0.0005103447,0.0005478006,0.02768731,0.8953007,0.001264647,0.0003273976,0.05706869],"study_design_scores_gemma":[0.0002130663,0.01944819,0.08049247,0.00008394103,0.000392589,0.0006422328,0.0009324985,0.1148538,0.7729428,0.0004435799,0.009437114,0.0001176092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902532,0.0001799129,0.008112233,0.00002439374,0.0000244607,0.00005324579,0.00004106804,0.00004388233,0.001267539],"genre_scores_gemma":[0.9967011,0.00007222615,0.002181092,0.000007210567,0.000008971822,0.00002511661,0.00002082183,0.000006806467,0.0009766635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002209546,"threshold_uncertainty_score":0.007391691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3183848362","doi":"10.18280/ijdne.160308","title":"Simulation Model for Optimal Operation of Dokan Dam Reservoir Northern of Iraq","year":2021,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Water resources management and optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Inflow; Outflow; Environmental science; Hydrology (agriculture); Inlet; Water resources; Current (fluid); Petroleum engineering; Environmental engineering; Engineering; Geotechnical engineering; Meteorology; Geography","authors":[{"name":"Sadeq Oleiwi Sulaiman","is_ca":false},{"name":"Hasan Hussein Abdullah","is_ca":false},{"name":"Nadhir Al‐Ansari","is_ca":false},{"name":"Jan Laue","is_ca":false},{"name":"Zaher Mundher Yaseen‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01447782373010959,"gpt":0.2462105326702999,"spread":0.2317327089401903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003124761,0.0005583288,0.0006044141,0.0005071285,0.000791828,0.0008446734,0.0007197713,0.001044632,0.005755044],"category_scores_gemma":[0.0006938014,0.0002934666,0.0007348673,0.0005063767,0.0003627686,0.0004418519,0.0005693975,0.000635793,0.0002930198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009285812,"about_ca_system_score_gemma":0.001753899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06398461,"about_ca_topic_score_gemma":0.03448523,"domain_scores_codex":[0.9998673,0.0000367625,0.000009340513,0.00002089322,0.00002250648,0.00004315],"domain_scores_gemma":[0.999747,0.0001133404,0.0000308071,0.000009820695,0.00007927292,0.00001986057],"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":[0.00001669885,0.00001370969,0.001035558,0.00001918824,0.000005586323,0.00006850806,0.00001723504,0.9971498,0.0002499601,0.0004992895,0.0002582219,0.0006663335],"study_design_scores_gemma":[0.000008986933,0.00001434805,0.0004248673,0.000003772534,0.000005007356,0.000006808581,0.00002883717,0.9988683,0.0001377945,0.0001883422,0.0003092469,0.000003718689],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8504379,0.0006173577,0.08825286,0.0009890237,0.0001459606,0.0002520465,0.003999233,0.0006326085,0.054673],"genre_scores_gemma":[0.9891219,0.0001749154,0.005273992,0.00003172652,0.000008800765,0.0001539645,0.0008543648,0.00002520285,0.004355052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06398461,"threshold_uncertainty_score":0.1272243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2565450436","doi":"10.2495/dne-v12-n2-246-253","title":"Adaptation of eco-friendly approach in the production of soluble pozzolanic material","year":2016,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Universiti Malaysia Pahang","keywords":"Adaptation (eye); Production (economics); Environmentally friendly; Biochemical engineering; Architectural engineering; Engineering; Ecology; Biology; Economics","authors":[{"name":"Nasir Shafiq. undefined","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01944229687038735,"gpt":0.2799260998876941,"spread":0.2604838030173068,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001257753,0.0003797337,0.0001510311,0.0003923771,0.0001297012,0.0002859955,0.0002386659,0.0003051944,0.0007213817],"category_scores_gemma":[0.0001121242,0.0001561961,0.0002867723,0.0002424163,0.0001724992,0.0002946817,0.0002331034,0.0003817002,0.000326611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001495208,"about_ca_system_score_gemma":0.000188735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003704233,"about_ca_topic_score_gemma":0.001383854,"domain_scores_codex":[0.999903,0.000008748034,0.00000569253,0.00002199125,0.00004324212,0.00001731827],"domain_scores_gemma":[0.9999443,0.000007224303,0.00001423819,0.000008744133,0.00001355941,0.00001194126],"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":[0.000009044062,0.00001205139,0.0001067784,0.0000334551,0.000002112102,0.00004518793,0.000005594029,0.00006594108,0.9985136,0.00005367141,0.00001027009,0.00114227],"study_design_scores_gemma":[0.000001854611,0.0001059979,0.001085811,0.000003240699,0.000005609928,0.00008898597,0.0000104719,0.000224415,0.9966652,0.00002301742,0.001781574,0.000003820778],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778839,0.002253463,0.01506615,0.0001182777,0.00004151715,0.00009805414,0.0002773725,0.0001512265,0.004109979],"genre_scores_gemma":[0.9803591,0.001663231,0.01388419,0.00004523018,0.00001068575,0.00004634528,0.0002932684,0.00003590006,0.003662167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007213817,"threshold_uncertainty_score":0.002413332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2482880346","doi":"10.2495/dne-v11-n3-178-185","title":"Extraction of association rules using big data technologies","year":2016,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Junta de Andalucía; European Commission","keywords":"Association rule learning; Association (psychology); Big data; Data association; Computer science; Data mining; Data science; Engineering; Artificial intelligence; Psychology","authors":[{"name":"Carlos Fernandez‐Basso","is_ca":false},{"name":"M. Dolores Ruiz","is_ca":false},{"name":"Marı́a J. Martı́n-Bautista","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04016348812847336,"gpt":0.3048546425371829,"spread":0.2646911544087096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003468079,0.001641199,0.002601985,0.0124005,0.001371894,0.004732585,0.001865458,0.001266793,0.002861643],"category_scores_gemma":[0.02070777,0.000952783,0.002794854,0.009216574,0.0005509749,0.003518655,0.001961279,0.001979855,0.002874303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005507022,"about_ca_system_score_gemma":0.002892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001865539,"about_ca_topic_score_gemma":0.002050059,"domain_scores_codex":[0.9946216,0.0009636704,0.001141531,0.0009221129,0.002120467,0.0002305236],"domain_scores_gemma":[0.9875181,0.006222522,0.001241992,0.001991577,0.002799357,0.000226392],"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":[0.0003027513,0.0005791772,0.01186245,0.001252958,0.0007176716,0.003050423,0.0004954159,0.03541103,0.01547269,0.0160998,0.01298637,0.9017692],"study_design_scores_gemma":[0.0002225483,0.0005120833,0.01101057,0.0006923239,0.000857422,0.004797589,0.00136807,0.7017102,0.04804808,0.1505659,0.07996689,0.0002484032],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0183552,0.001162727,0.9691253,0.0007432765,0.0002825474,0.0007505889,0.002939337,0.003636745,0.003004342],"genre_scores_gemma":[0.06569061,0.001519656,0.9243013,0.0002185123,0.0001545778,0.0005833198,0.006220227,0.0001209833,0.001190897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0124005,"threshold_uncertainty_score":0.01834118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000347498","doi":"10.2495/dne-v6-n1-34-51","title":"Application of Semitotalistic 2D Cellular Automata on a Triangulated 3D Surface","year":2011,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Cellular Automata and Applications","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cellular automaton; Grid; Tessellation (computer graphics); Surface (topology); Context (archaeology); State (computer science); Boundary (topology); Envelope (radar); Regular grid; Mathematics; Type (biology); Theoretical computer science; Computer science; Geometry; Algorithm; Mathematical analysis; Geography","authors":[{"name":"Machi Zawidzki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01378050900672635,"gpt":0.2440512453356739,"spread":0.2302707363289476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002358118,0.0003107056,0.0004825704,0.0003564282,0.000566564,0.001098282,0.0009893978,0.0005994698,0.001275152],"category_scores_gemma":[0.0009160134,0.0002070199,0.0009916197,0.0004025514,0.0009492546,0.0006343528,0.001249791,0.0003569446,0.0002497158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007383933,"about_ca_system_score_gemma":0.0005180167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005951162,"about_ca_topic_score_gemma":0.003369369,"domain_scores_codex":[0.9996847,0.00006729818,0.00002619201,0.00007177777,0.0001154754,0.0000345851],"domain_scores_gemma":[0.9996859,0.0001143852,0.00002507035,0.00007908821,0.00007272056,0.00002298429],"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":[0.0000473649,0.00001407402,0.0009066021,0.0001010934,0.0000300875,0.000285231,0.0003284245,0.8092558,0.01900715,0.1384044,0.0004657739,0.03115399],"study_design_scores_gemma":[0.000004092496,0.0000186367,0.00009161337,0.000005689069,0.000006349538,0.0000544034,0.00002758253,0.9785725,0.002239643,0.01709067,0.001878425,0.00001038954],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09481961,0.0002622478,0.8848802,0.0001575165,0.0000772849,0.00005913626,0.0001450498,0.0005739704,0.01902495],"genre_scores_gemma":[0.8206853,0.0002731556,0.1755497,0.00005018523,0.00001482945,0.00008947022,0.0001527091,0.00006208401,0.003122581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005951162,"threshold_uncertainty_score":0.01183307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978347992","doi":"10.2495/dne-v5-n4-335-353","title":"Investigation of Pulsatile flow in the Upper Human Airways","year":2010,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Lattice Boltzmann Simulation Studies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Pulsatile flow; Mechanics; Vortex; Secondary flow; Vorticity; Particle image velocimetry; Flow (mathematics); Lattice Boltzmann methods; Physics; Geometry; Turbulence; Mathematics; Medicine","authors":[{"name":"G. Eitel","is_ca":false},{"name":"Thomas Soodt","is_ca":false},{"name":"Wolfgang Schröder","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01390420191981622,"gpt":0.2543617363003048,"spread":0.2404575343804886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001334418,0.000091468,0.0001951876,0.0002699871,0.0001019384,0.0002307999,0.0001149006,0.0002103487,0.0004151511],"category_scores_gemma":[0.0005487886,0.00008724954,0.0001108505,0.0001626288,0.0003050818,0.0001479335,0.0001507618,0.0001223254,0.00006809233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007277227,"about_ca_system_score_gemma":0.0001223224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002945157,"about_ca_topic_score_gemma":0.0001821129,"domain_scores_codex":[0.999939,0.0000151699,0.000002960845,0.00001324482,0.00002285439,0.000006749101],"domain_scores_gemma":[0.9998435,0.00009907236,0.00001875546,0.00001338177,0.00001496034,0.0000103637],"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":[0.0005808897,0.0001583424,0.03576836,0.0002978469,0.00004074105,0.001274399,0.0005843827,0.1405391,0.708654,0.003759656,0.0004039627,0.1079384],"study_design_scores_gemma":[0.00004431745,0.001047637,0.1145629,0.00004829627,0.00003617402,0.002761594,0.0002862842,0.7651765,0.1104581,0.002990929,0.002534612,0.00005266051],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682584,0.0003305366,0.03042352,0.00005109881,0.00000860252,0.00001965174,0.00006787664,0.00006637115,0.0007739335],"genre_scores_gemma":[0.9936762,0.0001363,0.005962178,0.000006530968,0.000005675134,0.000009471578,0.00004129266,0.000003305431,0.0001589578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004151511,"threshold_uncertainty_score":0.001388788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3011228424","doi":"10.18280/ijdne.150109","title":"Exploring the Effects of Landscape Metrics in Water Quality, Ave River Basin Case Study","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Environmental Changes in China","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia","keywords":"Structural basin; Water quality; Hydrology (agriculture); Geography; Quality (philosophy); Drainage basin; Environmental science; Water resource management; Environmental resource management; Geology; Cartography; Geomorphology; Ecology; Geotechnical engineering; Physics","authors":[{"name":"António Fernandes","is_ca":false},{"name":"Lisa Martins","is_ca":false},{"name":"Luís Filipe Sanches Fernandes","is_ca":false},{"name":"Rui Cortes","is_ca":false},{"name":"Fernando António Leal Pacheco","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04062360718774023,"gpt":0.2798900723973711,"spread":0.2392664652096309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006469517,0.000245872,0.0002597913,0.0009452605,0.000690006,0.0006293395,0.0003448621,0.0003193957,0.0008800355],"category_scores_gemma":[0.001715597,0.0001314047,0.000510318,0.001513295,0.0005841049,0.0004472792,0.0005948325,0.0002675318,0.00006754869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322546,"about_ca_system_score_gemma":0.000849633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06208896,"about_ca_topic_score_gemma":0.1409402,"domain_scores_codex":[0.9995013,0.0002289033,0.0000273627,0.00007334738,0.00009139194,0.00007755106],"domain_scores_gemma":[0.999295,0.0002856236,0.0001469081,0.00006520146,0.0001297972,0.00007747798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001931625,0.0007255882,0.9544243,0.0001293374,0.0001904714,0.003466708,0.002680431,0.009888649,0.002710623,0.001797015,0.001111454,0.02268224],"study_design_scores_gemma":[0.00001329718,0.0003016075,0.9802788,0.00002941408,0.00007295769,0.0004472514,0.005684702,0.01002726,0.000696568,0.0004095164,0.002017912,0.00002063406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987575,0.0000461221,0.0002114704,0.0000450753,0.000001155195,0.00001048415,0.0001059884,0.000003397778,0.0008188352],"genre_scores_gemma":[0.9990571,0.00005643175,0.0004910592,0.000008355775,0.000002270927,0.00001060537,0.0001022667,0.000002374882,0.0002694988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06208896,"threshold_uncertainty_score":0.1234551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3140705591","doi":"10.18280/ijdne.160108","title":"Effect of Doses of Green Manure from Different Sources on Growth and Yield of Maize in Dryland","year":2021,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Plant Growth and Agriculture Techniques","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Hectare; Manure; Randomized block design; Mathematics; Soil fertility; Agronomy; Compost; Nutrient; Fertilizer; Green manure; Dry weight; Chicken manure; Yield (engineering); Biology; Agriculture; Soil water","authors":[{"name":"Idham Idham","is_ca":false},{"name":"Salapu Pagiu","is_ca":false},{"name":"Sri Anjar Lasmini","is_ca":false},{"name":"Burhanuddin Nasir","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006797693372895534,"gpt":0.2109098249653852,"spread":0.2041121315924896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002253231,0.0003472592,0.0004260033,0.0003658011,0.0002894411,0.0004116273,0.0003198506,0.0002678199,0.0006380317],"category_scores_gemma":[0.0003201807,0.0001861979,0.0003414809,0.0003565707,0.000317182,0.0003159121,0.0002835745,0.0004929869,0.0001064987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006618926,"about_ca_system_score_gemma":0.0004749145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003002191,"about_ca_topic_score_gemma":0.008155805,"domain_scores_codex":[0.999751,0.00005310016,0.00002759765,0.00006256281,0.00007061684,0.0000350375],"domain_scores_gemma":[0.999582,0.00008288516,0.0001440908,0.00002186589,0.00005326651,0.0001159835],"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":[0.00773877,0.002268073,0.02199661,0.0005469079,0.0001898675,0.0003269687,0.0003349567,0.0005864584,0.9531001,0.00009994262,0.0001176389,0.01269367],"study_design_scores_gemma":[0.000298343,0.04542395,0.5387511,0.00008007258,0.0004077096,0.0003271366,0.001711795,0.001307545,0.4068183,0.0002189053,0.004585211,0.0000698568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992335,0.0002792564,0.00008734272,0.00002643589,0.000007732954,0.00001317187,0.000103448,0.000004282166,0.0002447593],"genre_scores_gemma":[0.9976177,0.0004385201,0.0007597707,0.00006529072,0.000006340937,0.00003091695,0.000211326,0.000005312035,0.0008648316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003002191,"threshold_uncertainty_score":0.005969465,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012340604","doi":"10.18280/ijdne.150101","title":"Economic Valuation of Ecosystem Services by Using the Analytic Hierarchy Process and the Analytic Network Process. Comparative Analysis Between Both Methods in the Albufera Natural Park of València (Spain)","year":2020,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Analytic hierarchy process; Natural park; Valuation (finance); Analytic network process; Process (computing); Ecosystem services; Environmental science; Environmental resource management; Ecosystem; Engineering; Operations research; Computer science; Ecology; Business; Biology","authors":[{"name":"David Jorge-García","is_ca":false},{"name":"Vicent Estruch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06579697048454985,"gpt":0.3173241293774418,"spread":0.251527158892892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006003683,0.0005696944,0.0004889272,0.006158421,0.000462752,0.002497701,0.0005894391,0.0005024821,0.001266088],"category_scores_gemma":[0.009258652,0.0002050309,0.0009969904,0.004915149,0.0007938312,0.001862805,0.001160167,0.0005684586,0.0001516216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123384,"about_ca_system_score_gemma":0.001795917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028727,"about_ca_topic_score_gemma":0.01102693,"domain_scores_codex":[0.9938052,0.003328327,0.0001835822,0.0003025235,0.002201475,0.0001789605],"domain_scores_gemma":[0.9963159,0.002139013,0.0004427143,0.0001667567,0.0008310882,0.0001046263],"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":[0.0005502549,0.0002668898,0.02554312,0.001376752,0.0005661622,0.0006812272,0.002514912,0.1562168,0.004841673,0.09087817,0.002845716,0.7137183],"study_design_scores_gemma":[0.0001438639,0.0009478285,0.1086132,0.0009959028,0.0004174651,0.0008822511,0.008116795,0.7282385,0.007377374,0.09637185,0.04764045,0.0002544314],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4101235,0.01257306,0.5249633,0.001229976,0.000400565,0.0008870717,0.0008369904,0.0001888892,0.04879666],"genre_scores_gemma":[0.7741794,0.00224275,0.2195344,0.00003832593,0.00005328397,0.0003409837,0.0002591209,0.00002714755,0.003324658],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01028727,"threshold_uncertainty_score":0.03175086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200319235","doi":"10.18280/ijdne.160603","title":"Facadism: An Approach for Spatial Reconfiguration","year":2021,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Spatial and Cultural Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Control reconfiguration; Vitality; Architectural engineering; Sustainability; Environmental planning; Urban planning; Geography; Cultural heritage; Civil engineering; Computer science; Engineering; Archaeology","authors":[{"name":"Wahda Shuker Al-Hinkawi","is_ca":false},{"name":"Nada Abdulmueen Hasan","is_ca":false},{"name":"Shireen Kamel Zedan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02966593263096684,"gpt":0.3071222054891256,"spread":0.2774562728581588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003527578,0.0009297914,0.000531183,0.003090062,0.003066205,0.006842057,0.002257921,0.001578504,0.009684049],"category_scores_gemma":[0.004018984,0.0005405662,0.001726134,0.002560362,0.01746955,0.006887753,0.007203824,0.002661607,0.001224161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004121737,"about_ca_system_score_gemma":0.003116217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004951664,"about_ca_topic_score_gemma":0.007293882,"domain_scores_codex":[0.9968842,0.001833264,0.0001465066,0.0005048458,0.000434889,0.0001961724],"domain_scores_gemma":[0.9979626,0.0009864368,0.0001765172,0.0004596155,0.0002550113,0.0001597211],"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":[0.00001719601,0.00001877311,0.0004472141,0.0001102676,0.00001343463,0.0001652266,0.009537283,0.001709852,0.0004608207,0.9552997,0.001789803,0.03043039],"study_design_scores_gemma":[0.00003452385,0.00007941823,0.0008042351,0.0002856834,0.00003720622,0.0007371586,0.01498044,0.01010862,0.0006896604,0.635283,0.3369122,0.00004789927],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01318199,0.001594898,0.8058082,0.003681779,0.0004171363,0.0003320931,0.0001341623,0.0005459543,0.1743037],"genre_scores_gemma":[0.3277958,0.001601856,0.641811,0.0006015967,0.0001713473,0.000855052,0.0002213511,0.0002466067,0.02669537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009684049,"threshold_uncertainty_score":0.03239638,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200581326","doi":"10.18280/ijdne.160609","title":"Toxicity and Antifeedant Activity of Calotropis gigantea L. Leaf Extract Against Plutella xylostella L. (Lepidoptera: Plutellidae)","year":2021,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Phytochemistry and Bioactive Compounds","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Plutella; Gigantea; Plutellidae; Biology; Diamondback moth; Lepidoptera genitalia; Botany; Acute toxicity; Toxicity; Chemistry; Organic chemistry","authors":[{"name":"Nur Khasanah","is_ca":false},{"name":"Edhi Martono","is_ca":false},{"name":"Y. Andi Trisyono","is_ca":false},{"name":"Arman Wijonarko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01446252243972789,"gpt":0.26117088580898,"spread":0.2467083633692521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001010208,0.0003679735,0.0002725621,0.0003635537,0.000212219,0.0002058413,0.0001308429,0.0002350332,0.0008572625],"category_scores_gemma":[0.0001180799,0.00009314594,0.0003124221,0.0002251448,0.0001098068,0.0001544822,0.0001621749,0.0003875409,0.0001647609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00020517,"about_ca_system_score_gemma":0.0001527522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001504882,"about_ca_topic_score_gemma":0.003142394,"domain_scores_codex":[0.9999136,0.00001178974,0.000009613775,0.00001790672,0.00003425761,0.00001291191],"domain_scores_gemma":[0.9999052,0.00001490722,0.00003346906,0.000005717052,0.00002096051,0.00001967115],"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":[0.0002657826,0.0001427249,0.002916296,0.0001922958,0.00002046589,0.0001361161,0.00003800614,0.00009545843,0.991798,0.00002092451,0.00006558641,0.004308335],"study_design_scores_gemma":[0.0001012889,0.01194442,0.2964394,0.00008976772,0.0002685544,0.001455169,0.0003063474,0.001014241,0.6806413,0.0001119052,0.007592537,0.00003504977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961572,0.001992483,0.0001713831,0.00008663036,0.00001291608,0.00001780384,0.0003946084,0.00001933564,0.001147641],"genre_scores_gemma":[0.9935405,0.00177974,0.0006210865,0.000135594,0.00001172839,0.00002452042,0.0008207756,0.000005781857,0.003060326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001504882,"threshold_uncertainty_score":0.002992272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}