{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":124,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":124,"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":"ccc03d59aec8","filters":{"topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry"}},"results":[{"id":"W2325931607","doi":"10.3183/npprj-2014-29-01-p046-057","title":"Surface modification of cellulose nanocrystals with cetyltrimethylammonium bromide","year":2014,"lang":"en","type":"article","venue":"Nordic Pulp & Paper Research Journal","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":116,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Bromide; Surface modification; Cellulose; Nanocrystal; Chemical engineering; Materials science; Chemistry; Polymer chemistry; Nanotechnology; Organic chemistry; Engineering","authors":[{"name":"Tíffany Abitbol","is_ca":true},{"name":"Heera S. Marway","is_ca":true},{"name":"Emily D. Cranston","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02339581980089894,"gpt":0.3014725055171738,"spread":0.2780766857162749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001850577,0.0001173311,0.0002161592,0.00008341367,0.0002407964,0.00004988664,0.0003248267,0.00005569195,0.0001935469],"category_scores_gemma":[0.00009214016,0.00007795681,0.00004580695,0.0004992992,0.0004155999,0.0001475151,0.00006617198,0.0004409778,0.00002680823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005014801,"about_ca_system_score_gemma":0.00002426718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001341631,"about_ca_topic_score_gemma":0.000002940244,"domain_scores_codex":[0.9982825,0.0001238645,0.0002700436,0.00015524,0.0006651011,0.0005032637],"domain_scores_gemma":[0.9991931,0.0002075174,0.00004619157,0.0001866783,0.0001750737,0.0001914145],"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":[0.0002261545,0.00008846638,0.0004938771,0.0001544518,0.00007912619,0.00001115705,0.0003534398,0.03376023,0.8816845,0.03267998,0.001136595,0.04933205],"study_design_scores_gemma":[0.002427088,0.001289132,0.00317916,0.0003506855,0.00004343449,0.0001280273,0.001790238,0.008492567,0.5873185,0.2484268,0.1456039,0.0009504258],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9431583,0.0007533779,0.02598436,0.0002580587,0.0002102293,0.0001584571,0.000007439354,0.00004384192,0.02942597],"genre_scores_gemma":[0.9962003,0.000519001,0.002778137,0.00001029169,0.0001751255,0.000004556842,0.00000158253,0.00001620383,0.0002947551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2943659,"threshold_uncertainty_score":0.3178986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112156617","doi":"10.1103/physreve.71.011908","title":"Nucleation and growth in one dimension. I. The generalized Kolmogorov-Johnson-Mehl-Avrami model","year":2005,"lang":"en","type":"article","venue":"Physical Review E","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dimension (graph theory); Nucleation; Thermodynamics; Mathematics; Statistical physics; Physics; Pure mathematics","authors":[{"name":"Suckjoon Jun","is_ca":true},{"name":"Haiyang Zhang","is_ca":true},{"name":"John Bechhoefer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01198792663410418,"gpt":0.2539507466480332,"spread":0.2419628200139291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001091608,0.00009161444,0.000197323,0.000009143636,0.00005700836,0.00001224984,0.00008435162,0.00001251106,0.00001965057],"category_scores_gemma":[0.00002534484,0.00005460207,0.0000314024,0.0001689272,0.0000861293,0.00006462637,0.00005362776,0.000080367,0.00002569053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001567844,"about_ca_system_score_gemma":0.000001423982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002762592,"about_ca_topic_score_gemma":0.000001271856,"domain_scores_codex":[0.999473,0.00001340594,0.0001285544,0.0001202489,0.0001072598,0.0001575667],"domain_scores_gemma":[0.9998078,0.00004321024,0.00001446891,0.00008454263,0.00001070205,0.0000392276],"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":[0.000009259748,0.00009585917,0.00001302352,0.0005401295,0.00001542844,5.386762e-7,0.0001975744,0.02821648,0.006856317,0.8202665,0.0007964488,0.1429925],"study_design_scores_gemma":[0.0002862753,0.0000258626,0.0003021921,0.0004251956,0.00003610454,8.222927e-7,0.00001126162,0.669458,0.001443415,0.31642,0.01130242,0.0002884529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90432,0.05364566,0.01429314,0.007338325,0.0001712803,0.0008508425,0.00001283862,0.0002102526,0.01915767],"genre_scores_gemma":[0.9508228,0.04718593,0.001179834,0.0006373879,0.0001253924,0.00002618124,0.000001204756,0.000007495776,0.0000138004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6412415,"threshold_uncertainty_score":0.2226608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2210173454","doi":"10.1016/j.colsurfb.2015.12.005","title":"Nanocomposite scaffold with enhanced stability by hydrogen bonds between collagen, polyvinyl pyrrolidone and titanium dioxide","year":2015,"lang":"en","type":"article","venue":"Colloids and Surfaces B Biointerfaces","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Centre for Blood Research, University of British Columbia; University of British Columbia; National Natural Science Foundation of China; National Science Foundation","keywords":"Nanocomposite; Hydrogen bond; Titanium dioxide; Chemical engineering; Scaffold; Materials science; Titanium; Polyvinyl acetate; Chemistry; Polyvinyl alcohol; Polymer chemistry; Composite material; Polymer; Organic chemistry; Molecule; Biomedical engineering","authors":[{"name":"Na Li","is_ca":false},{"name":"Xialian Fan","is_ca":false},{"name":"Keyong Tang","is_ca":false},{"name":"Xuejing Zheng","is_ca":false},{"name":"Jie Liu","is_ca":false},{"name":"Baoshi Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009204069627042686,"gpt":0.2054545151013508,"spread":0.1962504454743081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002386662,0.0002647693,0.0003907269,0.0000310694,0.0001633306,0.0001155913,0.0001489302,0.00008138973,0.00002054528],"category_scores_gemma":[0.000008705195,0.0001891967,0.00002052036,0.0002576116,0.0005195702,0.0001653804,0.0001482105,0.00006452126,0.000005521742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003485069,"about_ca_system_score_gemma":0.00001011237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003075188,"about_ca_topic_score_gemma":0.00002887383,"domain_scores_codex":[0.9988113,0.00001863022,0.0002331528,0.0003543838,0.0002021932,0.0003803367],"domain_scores_gemma":[0.9994259,0.00006333666,0.00003903136,0.0001512512,0.00004170326,0.0002787858],"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":[0.0002389978,0.00004836047,0.01132461,0.0001670829,0.0001772091,0.000003602677,0.0009528185,0.00121575,0.9817299,0.0006964602,0.0007635182,0.002681748],"study_design_scores_gemma":[0.001050044,0.0007473999,0.0007813441,0.00007043871,0.00005573893,0.00000567441,0.001974816,0.001346536,0.9831355,0.002488778,0.007657247,0.0006864475],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887597,0.0043357,0.002691855,0.0001240195,0.00009031326,0.0002244689,0.0001244838,0.0001330399,0.003516437],"genre_scores_gemma":[0.9981324,0.0004299447,0.001125753,0.00002173277,0.00003785597,0.00001338712,0.00000611229,0.00001961902,0.0002131811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01054327,"threshold_uncertainty_score":0.7715215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2501878982","doi":"10.1090/cbms/096/04","title":"Transformations of surfaces","year":2002,"lang":"en","type":"book-chapter","venue":"Regional conference series in mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Geology; Materials science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0284934393027735,"gpt":0.2256178161213755,"spread":0.197124376818602,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007338251,0.000207865,0.0004079702,0.0000723924,0.00003544726,0.00001397139,0.0002062596,0.0001440984,0.001014674],"category_scores_gemma":[0.000006909819,0.0001759634,0.00006481027,0.00005380476,0.0004327994,0.00008253448,0.00003033864,0.0001668163,0.00003158678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000218974,"about_ca_system_score_gemma":0.00000887299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.127295e-7,"about_ca_topic_score_gemma":0.000004985653,"domain_scores_codex":[0.9990993,0.000002418262,0.0004096772,0.0001076593,0.0002194907,0.0001614539],"domain_scores_gemma":[0.9996309,0.00006714704,0.00007052223,0.0001481711,0.0000472211,0.00003605927],"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":[0.000002196488,0.000008203691,2.185408e-7,0.000408371,0.00001659413,0.000001314227,0.0004339974,0.001030958,0.00003811364,0.996784,0.0001787412,0.001097317],"study_design_scores_gemma":[0.00006246777,0.00002830629,0.000001723163,0.0003957892,0.00001254139,0.000005564872,0.0002128711,0.00239532,0.0001702123,0.9565679,0.03991291,0.0002344312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0003168687,0.0004141777,0.003369108,0.0000924157,0.0001361018,0.0001504,0.00006541765,0.00005764177,0.9953979],"genre_scores_gemma":[0.5371341,0.05897547,0.03394685,0.00005600395,0.0002787443,0.00006961673,0.00009306504,0.0001839328,0.3692622],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6261356,"threshold_uncertainty_score":0.9998986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991758801","doi":"10.1080/10916460701204594","title":"A Review of the Partly Hydrolyzed Polyacrylamide Cr(III) Acetate Polymer Gels","year":2008,"lang":"en","type":"review","venue":"Petroleum Science and Technology","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyacrylamide; Hydrolysis; Polymer; Chemistry; Chemical engineering; Polymer chemistry; Chromatography; Organic chemistry","authors":[{"name":"Silvia Magnolia Vargas-Vasquez","is_ca":true},{"name":"Laura Romero‐Zerón","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008599201612888472,"gpt":0.2571291267045809,"spread":0.2485299250916924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003328427,0.0003133086,0.001149631,0.000261947,0.0003173388,0.00001698067,0.001122062,0.0001709936,0.00002447192],"category_scores_gemma":[0.0001092987,0.0001741177,0.0001445805,0.002786687,0.00424426,0.00007432712,0.0005480425,0.0003404383,0.00001106187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004623546,"about_ca_system_score_gemma":0.0000975405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002903634,"about_ca_topic_score_gemma":8.806462e-7,"domain_scores_codex":[0.9981844,0.00001760488,0.0004997535,0.0004066665,0.0003493924,0.0005421882],"domain_scores_gemma":[0.9991407,0.00005254038,0.0001692437,0.0005061151,0.00005854588,0.00007284535],"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":[8.441452e-7,0.0000111864,0.00000116062,0.01009967,0.00003075489,0.000003086808,0.000009853916,0.000002946079,0.0001807214,0.02036751,0.0003034669,0.9689888],"study_design_scores_gemma":[0.00008351535,0.00002985452,2.544006e-7,0.01219194,0.00009144052,0.00009886144,0.00002253096,0.00005528259,0.000663643,0.00269853,0.9837691,0.0002950078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001298168,0.995857,0.00005716593,0.0002299463,0.0003846755,0.0002263101,0.00001643276,0.0001099621,0.002988669],"genre_scores_gemma":[0.002054617,0.9975829,0.00004735178,0.00009411052,0.00004463514,0.0000718571,8.055279e-7,0.00001516977,0.00008853494],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9834657,"threshold_uncertainty_score":0.9984656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028197297","doi":"10.1115/1.1852492","title":"Transformation of a Polynomial for a Contraction Wall Profile","year":2005,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":45,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Contraction (grammar); Mathematics; Polynomial; Transformation (genetics); Mathematical analysis; Medicine; Internal medicine; Chemistry","authors":[{"name":"D. Brassard","is_ca":true},{"name":"Mohsen Ferchichi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004810297458539602,"gpt":0.2151476921210223,"spread":0.2103373946624827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001470819,0.00006020091,0.0001421536,0.00005703278,0.00001751159,0.000007121279,0.00005891799,0.00002999271,0.00001922739],"category_scores_gemma":[0.00001789721,0.0000481018,0.00006340347,0.00007287093,0.00001334924,0.0001573929,0.000003034825,0.00005916021,7.946048e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000288153,"about_ca_system_score_gemma":0.000003783994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.266384e-7,"about_ca_topic_score_gemma":1.35081e-7,"domain_scores_codex":[0.9994939,0.000001423962,0.0002815407,0.00002820732,0.00008370819,0.0001112391],"domain_scores_gemma":[0.9998265,0.00003514596,0.00003625415,0.00002691196,0.00003999205,0.00003522571],"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":[0.00008234626,0.00002272077,0.000003379027,0.0002044169,0.00004039324,4.055289e-7,0.0004653333,0.4698,0.4871061,0.005948696,0.0003567252,0.03596943],"study_design_scores_gemma":[0.001547113,0.0003660865,0.0002282501,0.000134731,0.00005399816,0.00003290875,0.0002280517,0.4959942,0.4300847,0.0006145369,0.07044688,0.0002684651],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3131228,0.0004034656,0.6848387,0.000116397,0.0005738044,0.0001171863,0.000009181355,0.0000299862,0.0007885218],"genre_scores_gemma":[0.9822502,0.00008408578,0.01731878,0.000005915697,0.0003209978,0.000003923594,5.146707e-7,0.000006597184,0.000008974122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6691274,"threshold_uncertainty_score":0.1961535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2490386651","doi":"10.1007/3-540-36126-x","title":"Formal Methods in Computer-Aided Design","year":2002,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Formal methods; Computer-aided; Software engineering; Programming language; Engineering drawing","authors":[{"name":"Mark D. Aagaard","is_ca":true},{"name":"John O’Leary","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01666920292333705,"gpt":0.2723321563235442,"spread":0.2556629534002071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001112813,0.0004136021,0.0005602464,0.0003949162,0.0001547163,0.0001453793,0.001052791,0.0002413739,0.00007085224],"category_scores_gemma":[0.00003798371,0.0003403423,0.0000706288,0.00108524,0.0008059112,0.0002238008,0.0005299769,0.0006097986,0.00002524133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002921027,"about_ca_system_score_gemma":0.00005529719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002872962,"about_ca_topic_score_gemma":0.000005489994,"domain_scores_codex":[0.9975396,0.00004967063,0.0004506799,0.0006683818,0.0003912875,0.0009004009],"domain_scores_gemma":[0.9987981,0.0006066718,0.0000617543,0.0003783549,0.00003489669,0.0001202258],"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":[0.000002779594,0.000008241527,0.000001967934,0.00003488499,0.00000279749,0.00001352842,0.0001486867,0.5137221,0.00008861224,0.0007427405,0.00003981631,0.4851939],"study_design_scores_gemma":[0.0001684056,0.00008976291,0.00002124009,0.0001628855,0.000003444673,0.000009852261,2.926944e-7,0.7960122,0.001234789,0.200429,0.001420509,0.0004475921],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0000626337,0.0005135044,0.9929381,0.00004028078,0.002240938,0.0002763335,0.000003772749,0.0001311871,0.003793251],"genre_scores_gemma":[0.0164133,0.000170069,0.9822904,0.0002605392,0.000692234,0.00001780985,0.000002444949,0.00002956659,0.0001236225],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4847463,"threshold_uncertainty_score":0.9999049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W176226554","doi":"10.1023/a:1013107507150","title":"Globally Optimized Spherical Point Arrangements: Model Variants and Illustrative Results","year":2001,"lang":"en","type":"article","venue":"Annals of Operations Research","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Research Institute for Mathematical Sciences; Centrum Wiskunde and Informatica","keywords":"Solver; Mathematical optimization; Variety (cybernetics); Theory of computation; Representation (politics); Computer science; Point (geometry); Optimization problem; Mathematics; Algorithm; Artificial intelligence","authors":[{"name":"János D. Pintér","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1169280639765363,"gpt":0.4009878102569301,"spread":0.2840597462803939,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006099187,0.00007239342,0.000128235,0.00003964626,0.0001946147,0.00005762633,0.0001401596,0.00003560996,0.0001011433],"category_scores_gemma":[0.0001346966,0.00005569786,0.00001885738,0.0003741427,0.0003119584,0.0001340122,0.00009633603,0.0001067589,0.00001011965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008293879,"about_ca_system_score_gemma":0.00001208889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001940327,"about_ca_topic_score_gemma":0.000009811641,"domain_scores_codex":[0.999066,0.00003377695,0.0002003161,0.0001514146,0.000275274,0.0002732294],"domain_scores_gemma":[0.9995431,0.0000539881,0.000006026273,0.0001190647,0.0001924102,0.00008544475],"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":[0.0001693519,0.00006591404,0.000003779412,0.00001413117,0.00003574409,0.000004833893,0.0004357308,0.9195105,0.005241392,0.06684762,0.002158839,0.005512136],"study_design_scores_gemma":[0.0007366831,0.0002129488,0.0001639027,0.00003716314,0.000003727875,0.00000309855,0.001263379,0.9520907,0.003135789,0.03961045,0.002548791,0.0001933076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4434523,0.0006856715,0.2888853,0.007093067,0.0001736431,0.0007407741,0.0002229588,0.0001067993,0.2586396],"genre_scores_gemma":[0.9780002,0.002318087,0.01913941,0.00005650195,0.00004225359,0.00002185968,0.000005503805,0.000005547614,0.000410587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.534548,"threshold_uncertainty_score":0.2271293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016798115","doi":"10.1081/pre-120014693","title":"MATHEMATICAL MODELING OF PARTICLE MORPHOLOGY DEVELOPMENT INDUCED BY RADICAL CONCENTRATION GRADIENTS IN SEEDED STYRENE HOMOPOLYMERIZATION","year":2002,"lang":"en","type":"article","venue":"Polymer Reaction Engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Seeding; Morphology (biology); Styrene; Particle (ecology); Chemical engineering; Materials science; Chemical physics; Chemistry; Copolymer; Thermodynamics; Physics; Polymer; Composite material; Biology; Ecology","authors":[{"name":"W. P. Krywko","is_ca":true},{"name":"Kimberley B. McAuley","is_ca":true},{"name":"Michael F. Cunningham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01175315217990148,"gpt":0.2049828913560384,"spread":0.193229739176137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006529289,0.0001067773,0.0001569038,0.00003911321,0.00003138549,0.000008009859,0.00005753438,0.00005730128,0.0001271846],"category_scores_gemma":[0.000014421,0.0001037105,0.00001797484,0.0002448468,0.0000286459,0.00009665558,0.00001509799,0.00008316016,0.00001506783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004299173,"about_ca_system_score_gemma":0.000001674211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003979562,"about_ca_topic_score_gemma":2.696352e-7,"domain_scores_codex":[0.9992252,0.000005637798,0.0002955472,0.0001207848,0.0001232189,0.0002295922],"domain_scores_gemma":[0.9998234,0.00002003831,0.00002296157,0.00006608175,0.0000077594,0.00005976648],"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":[0.0000061369,0.00005897151,0.00004229415,0.00003735313,0.00001352923,7.685438e-7,0.0003153694,0.04640612,0.9432944,0.003874283,0.000003649565,0.005947137],"study_design_scores_gemma":[0.0001991394,0.00001347491,0.00003895069,0.00002000714,0.000003457638,0.000001874047,0.00004362089,0.6455396,0.3539116,0.000082276,0.00003861705,0.0001072927],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.914988,0.0003357998,0.08385341,0.00002026743,0.0001479161,0.00006802333,0.000001779783,0.00007838409,0.0005063822],"genre_scores_gemma":[0.9995003,0.00004997082,0.0003608485,0.000005513964,0.00002379582,0.00001989509,0.000005503259,0.00001235274,0.00002186944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5991336,"threshold_uncertainty_score":0.422919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2319605662","doi":"10.2514/6.2013-3089","title":"Eigenanalysis of Truncation and Discretization Error on Unstructured Meshes","year":2013,"lang":"en","type":"article","venue":"21st AIAA Computational Fluid Dynamics Conference","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Polygon mesh; Truncation error; Computer science; Discretization; Discretization error; Truncation (statistics); Algorithm; Applied mathematics; Mathematics; Computer graphics (images); Mathematical analysis; Machine learning","authors":[{"name":"Mahkame Sharbatdar","is_ca":true},{"name":"Carl Ollivier‐Gooch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005080004297198858,"gpt":0.2018862518286906,"spread":0.1968062475314917,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004500624,0.0001049757,0.000144791,0.00005620571,0.00007195432,0.00003539596,0.00008666184,0.00003624431,0.0001350922],"category_scores_gemma":[0.00001850787,0.00008461785,0.00002323875,0.0002016577,0.0001600422,0.00008244105,0.00002870089,0.00004361233,0.000008886462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002356243,"about_ca_system_score_gemma":0.000007085836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009405527,"about_ca_topic_score_gemma":0.000005983683,"domain_scores_codex":[0.9993852,0.00001078552,0.0001912956,0.0001399873,0.0001617708,0.000110913],"domain_scores_gemma":[0.9996767,0.00007093157,0.0000348636,0.00006821511,0.0001047147,0.00004454846],"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":[0.000003411654,0.000006627515,0.0001580492,0.00002134376,0.000017443,5.926641e-8,0.00007853654,0.2883137,0.0008776883,0.6967407,0.00001091778,0.01377144],"study_design_scores_gemma":[0.00007199115,0.00002103813,0.006281199,0.00001162617,0.000007227494,4.265706e-7,0.0001519293,0.7708982,0.0001647509,0.2222922,0.00001356963,0.00008584322],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5360439,0.00003186237,0.4586653,0.000245584,0.0001434612,0.0001327101,0.00004042384,0.0000497333,0.004646925],"genre_scores_gemma":[0.9936473,0.00004955618,0.006127779,0.00003064906,0.00001905612,0.00001159544,0.0000839777,0.000006073954,0.00002404826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4825845,"threshold_uncertainty_score":0.3450616,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1790255215","doi":"10.1109/robot.1999.770472","title":"Geometrical synthesis of star-like topology parallel manipulators with a genetic algorithm","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Workspace; Star (game theory); Inscribed figure; Topology (electrical circuits); Algorithm; Genetic algorithm; Computer science; Simple (philosophy); Volume (thermodynamics); Manipulator (device); A* search algorithm; Mathematical optimization; Mathematics; Artificial intelligence; Robot; Geometry; Combinatorics; Physics","authors":[{"name":"Alain Tremblay","is_ca":true},{"name":"Luc Baron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005556388587031984,"gpt":0.2005089423649871,"spread":0.1949525537779551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006576312,0.0001106017,0.000205091,0.00006416238,0.00003927106,0.000006390761,0.00009817194,0.00004548107,0.0005820369],"category_scores_gemma":[0.00001933224,0.00007201405,0.00002872246,0.0004299644,0.0002046961,0.00002121696,0.00002111634,0.00004938874,0.00001548537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001284736,"about_ca_system_score_gemma":0.000003605714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006767666,"about_ca_topic_score_gemma":0.000001534713,"domain_scores_codex":[0.9993114,0.00001101984,0.0001578906,0.0001371745,0.0001253863,0.0002570965],"domain_scores_gemma":[0.9996973,0.0000870233,0.00001628482,0.0001148828,0.0000159791,0.00006855519],"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":[0.00006537692,0.0002267367,0.002116699,0.0002129612,0.0003193962,0.00005050877,0.0001535355,0.08587798,0.0009527915,0.6913812,0.0005383124,0.2181045],"study_design_scores_gemma":[0.00509392,0.003411065,0.02519413,0.0002081681,0.0005773745,0.0003550499,0.009867037,0.1209415,0.121761,0.5297936,0.1763013,0.006495816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.249266,0.0004237899,0.6993686,0.00002766715,0.0003797101,0.0001570225,0.000009707878,0.0001326129,0.05023485],"genre_scores_gemma":[0.8694192,0.00012473,0.130309,0.00002083328,0.00001769782,0.00001084443,2.541824e-7,0.000008929513,0.00008847988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6201531,"threshold_uncertainty_score":0.6372896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2594577662","doi":"10.1307/mmj/1049832898","title":"Rectification of circles and quaternoins","year":2003,"lang":"fr","type":"article","venue":"The Michigan Mathematical Journal","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Mathematics; Line bundle; Pure mathematics; Simple (philosophy); Jordan curve theorem; Tangent bundle; Geodesic; Normal bundle; Bundle; Tautological line bundle; Dimension (graph theory); Euclidean geometry; Mathematical analysis; Geometry; Tangent space; Frame bundle; Vector bundle","authors":[{"name":"Vladlen Timorin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009500791835692812,"gpt":0.2295234404220354,"spread":0.2200226485863426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008582238,0.0001260587,0.000230462,0.0000263488,0.0002113882,0.00006205754,0.0001571021,0.00005936766,0.0005022934],"category_scores_gemma":[0.0001665428,0.00007757243,0.00005808213,0.0001534952,0.0006705398,0.00006211063,0.0000357936,0.0002426308,0.00004831955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001251025,"about_ca_system_score_gemma":0.000009776318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001336177,"about_ca_topic_score_gemma":0.000001217569,"domain_scores_codex":[0.9990122,0.0000867693,0.0003777587,0.00009537493,0.0001681387,0.0002597645],"domain_scores_gemma":[0.9993857,0.0002511172,0.00009163384,0.0001316817,0.00003354787,0.0001062845],"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":[0.000005676745,0.00004454485,0.00001105053,0.0001767785,0.00004090165,0.000001922302,0.001696187,0.0003076261,0.00904387,0.9754167,0.00005544388,0.01319936],"study_design_scores_gemma":[0.0001354165,0.00004964568,0.00009124328,0.0001673801,0.00005332433,0.0002806282,0.001659269,0.0005920049,0.01081616,0.9821742,0.003866252,0.0001145206],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7850129,0.007613274,0.1812611,0.003082175,0.001210809,0.000149322,0.000009120482,0.00002014722,0.02164111],"genre_scores_gemma":[0.9829336,0.001960128,0.01425928,0.00003203682,0.0001754031,0.000002235274,1.470421e-7,0.0000139461,0.0006231865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1979207,"threshold_uncertainty_score":0.5499761,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1995729365","doi":"10.1016/j.biortech.2010.01.096","title":"Permeability of wood pellets in the presence of fines","year":2010,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; University of British Columbia","funders":"Ministry of Forests, Lands and Natural Resource Operations","keywords":"Pellets; Permeability (electromagnetism); Pulp and paper industry; Environmental science; Waste management; Geotechnical engineering; Chemistry; Materials science; Composite material; Geology; Engineering","authors":[{"name":"Fahimeh Yazdanpanah","is_ca":true},{"name":"Shahab Sokhansanj","is_ca":true},{"name":"Anthony Lau","is_ca":true},{"name":"C. Jim Lim","is_ca":true},{"name":"Xiaotao Bi","is_ca":true},{"name":"Staffan Melin","is_ca":true},{"name":"Mohd Afzal","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003827119265986703,"gpt":0.2109266536469939,"spread":0.2070995343810072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001434118,0.00005344025,0.0001145341,0.00005649734,0.00001977076,0.000001675146,0.0003444311,0.00008042275,0.00004739744],"category_scores_gemma":[0.0001021467,0.0000323675,0.00001832156,0.0003838176,0.0007785431,0.000008606857,0.00007471805,0.0001303072,0.000001790876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001758634,"about_ca_system_score_gemma":0.000001370245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005671881,"about_ca_topic_score_gemma":0.00001290015,"domain_scores_codex":[0.9995924,0.000005426178,0.0001336115,0.00007981136,0.00006611008,0.0001226461],"domain_scores_gemma":[0.9996891,0.00006576879,0.00002043195,0.0002045504,0.00001179903,0.00000833074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000219477,0.0001356384,0.01362821,0.0001562584,0.00001106362,0.000002792615,0.001033438,0.000952189,0.5444183,0.3941843,0.0001044217,0.04535143],"study_design_scores_gemma":[0.0006107953,0.0003121755,0.0328173,0.00005534771,0.00001622302,0.00001910214,0.004888095,0.002908215,0.4161204,0.494647,0.04715419,0.0004511184],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964859,0.00008777295,0.0001885606,0.0002754244,0.00007731003,0.00006634757,0.000004399362,0.00004022715,0.002774028],"genre_scores_gemma":[0.9994389,0.0000176236,0.0005116818,0.000005019615,0.00001397917,0.000006392197,2.008381e-7,0.000002526443,0.000003712694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1282979,"threshold_uncertainty_score":0.2868575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042985865","doi":"10.1007/s00454-008-9093-7","title":"Simple Polygons of Maximum Perimeter Contained in a Unit Disk","year":2008,"lang":"sv","type":"article","venue":"Discrete & Computational Geometry","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal; Group for Research in Decision Analysis","funders":"Air Force Office of Scientific Research; Natural Sciences and Engineering Research Council of Canada","keywords":"Combinatorics; Isosceles triangle; Perimeter; Mathematics; Polygon (computer graphics); Simple (philosophy); Plane (geometry); Simple polygon; Regular polygon; Polygon covering; RADIUS; Rectilinear polygon; Geometry; Computer science","authors":[{"name":"Charles Audet","is_ca":true},{"name":"Pierre Hansen","is_ca":true},{"name":"Frédéric Messine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01291580544630038,"gpt":0.258853232758665,"spread":0.2459374273123646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002133298,0.0003380337,0.0005888178,0.0003415905,0.0002138388,0.00002777846,0.0003301784,0.0001275313,0.0009117686],"category_scores_gemma":[0.00008830471,0.0003081372,0.0001678397,0.001578587,0.0007162634,0.0001415459,0.0002310145,0.0002504642,0.00005842114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006164983,"about_ca_system_score_gemma":0.00004530167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001049222,"about_ca_topic_score_gemma":0.000007360683,"domain_scores_codex":[0.9977719,0.00004987327,0.0007064916,0.0004003929,0.0004794168,0.000591915],"domain_scores_gemma":[0.9990447,0.0003755925,0.0001216566,0.0002038744,0.00009038534,0.0001637987],"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":[0.0003513862,0.0003655088,0.03434108,0.0004112385,0.0002720772,0.000114834,0.00179465,0.7549196,0.00188182,0.2001209,0.0002409533,0.005185859],"study_design_scores_gemma":[0.004338027,0.0008105789,0.4711174,0.0003286145,0.0001078129,0.00005978012,0.004334781,0.1368904,0.001523313,0.3709979,0.007379547,0.002111787],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9483357,0.001003625,0.04274375,0.0001649273,0.0004507636,0.0002579005,0.0003987686,0.00005485266,0.006589706],"genre_scores_gemma":[0.9961342,0.0001820492,0.003157023,0.00008393308,0.0001383308,0.00001424579,0.0001147534,0.00002981838,0.0001457001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6180292,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283070944","doi":"10.1016/j.jmps.2022.104983","title":"The theory of continuous distributions of composite defects","year":2022,"lang":"en","type":"article","venue":"Journal of the Mechanics and Physics of Solids","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Composite number; Homogeneous; Interpretation (philosophy); Materials science; Symmetry (geometry); Point (geometry); Material properties; Work (physics); Statistical physics; Mathematics; Computer science; Composite material; Geometry; Physics; Thermodynamics","authors":[{"name":"Marcelo Epstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00486052458564486,"gpt":0.2033034504415667,"spread":0.1984429258559218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003538877,0.0000464997,0.0001596358,0.00000609889,0.0001623734,0.000004296601,0.000213966,0.000009519157,0.000004444722],"category_scores_gemma":[0.00001265891,0.00002489928,0.00008620389,0.0001310695,0.00009074075,0.00001686527,0.0001499976,0.0001052047,3.020227e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007259786,"about_ca_system_score_gemma":0.000005442002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.164717e-7,"about_ca_topic_score_gemma":8.306972e-8,"domain_scores_codex":[0.9995146,0.000027242,0.0002047228,0.00002677691,0.0001504941,0.00007613024],"domain_scores_gemma":[0.9995588,0.0001249175,0.0001717289,0.00007872651,0.00004859105,0.00001720384],"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":[0.00003021471,0.0000297931,0.00001530549,0.00002405694,0.00004625251,1.567148e-7,0.0001210968,0.007535677,0.03372078,0.9549718,0.00003099837,0.003473829],"study_design_scores_gemma":[0.0001491726,0.0001216051,0.0000473685,0.00002041565,0.00003550559,0.000003486984,0.0005081071,0.001819286,0.04031393,0.9563032,0.0006400556,0.00003788786],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8755595,0.001504058,0.1207738,0.0001326679,0.001021654,0.00009489687,0.0001518771,0.000004185655,0.0007573922],"genre_scores_gemma":[0.9995673,0.000230255,0.0001504727,0.000006377853,0.00003617208,8.240054e-7,2.360885e-7,0.000003013367,0.000005407289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1240078,"threshold_uncertainty_score":0.1248861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4205342032","doi":"10.18280/rcma","title":"Revue des composites et des matériaux avancés","year":2019,"lang":"fr","type":"paratext","venue":"Revue des composites et des matériaux avancés","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Composite material; Materials science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05223642995333492,"gpt":0.2959445387690014,"spread":0.2437081088156665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.001341924,0.002599929,0.00346706,0.0005856146,0.001904316,0.001283086,0.00228162,0.001165564,0.005161838],"category_scores_gemma":[0.0003458115,0.00237303,0.001020672,0.001493289,0.005272748,0.001109687,0.00165547,0.00197285,0.01695399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103415,"about_ca_system_score_gemma":0.0001353384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002421771,"about_ca_topic_score_gemma":0.0001961667,"domain_scores_codex":[0.990721,0.0006431353,0.002289371,0.002306455,0.0007839552,0.003256016],"domain_scores_gemma":[0.9936338,0.002175992,0.0007736686,0.001688052,0.0007198835,0.001008576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004534348,0.0006006106,0.0009604393,0.02308287,0.001005574,0.0002599136,0.004106639,0.7833371,0.02441728,0.1324363,0.005573082,0.02376677],"study_design_scores_gemma":[0.003618977,0.002192451,0.002275137,0.02513553,0.001280335,0.001899184,0.00156569,0.1431602,0.01292886,0.3252206,0.4716671,0.009055866],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03552284,0.04510989,0.6973835,0.0006239301,0.009687956,0.00244634,0.001980884,0.0009062738,0.2063384],"genre_scores_gemma":[0.09077822,0.09324612,0.7410623,0.000604452,0.003789088,0.0004609115,0.001399564,0.0009316005,0.06772769],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6401768,"threshold_uncertainty_score":0.9997537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2074099701","doi":"10.3138/hr12-q31m-3734-5222","title":"A Numerical Method for Generalizing the Linear Elements of Large-Scale Maps, Based on the Example of Rivers","year":2000,"lang":"en","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Generalization; Line (geometry); Line segment; Point (geometry); Transformation (genetics); Scale (ratio); Computer science; Selection (genetic algorithm); Algorithm; Process (computing); Mathematics; Artificial intelligence; Geometry; Geography; Cartography; Mathematical analysis","authors":[{"name":"Tadeusz Chrobak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009475008655024732,"gpt":0.2826326531890664,"spread":0.2731576445340417,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000991517,0.00009264316,0.0001093277,0.0001207549,0.0003658275,0.00005331669,0.0002749492,0.00003614825,0.00006512879],"category_scores_gemma":[0.00005058871,0.00004679288,0.0001359756,0.0003141497,0.0001353389,0.000127268,0.00001625171,0.00007828281,4.01984e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006697268,"about_ca_system_score_gemma":0.000007183216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001632245,"about_ca_topic_score_gemma":0.0000029551,"domain_scores_codex":[0.9990635,0.00003320789,0.0004017195,0.00006019537,0.0002975531,0.0001438427],"domain_scores_gemma":[0.999204,0.0002915628,0.0001498917,0.00009032212,0.0002352986,0.0000288767],"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":[0.0006165671,0.00009598678,0.001566499,0.0001364174,0.0004012008,1.446435e-7,0.002773347,0.3887799,0.0004434538,0.5137469,0.00263438,0.08880517],"study_design_scores_gemma":[0.0008061389,0.0001509086,0.0004516696,0.00004418183,0.00004303427,0.000003817294,0.0007663065,0.7590415,0.0009730576,0.02968884,0.2079161,0.0001144396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06330391,0.00009381308,0.9327652,0.001748312,0.0006515883,0.0005884611,0.000225221,0.00002484153,0.0005986655],"genre_scores_gemma":[0.9920102,0.0006773603,0.005705737,0.001265031,0.000150889,0.00007717827,0.00009219552,0.000008877857,0.00001257577],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9287062,"threshold_uncertainty_score":0.2813686,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2462365668","doi":"10.5957/mt1.2005.42.3.71","title":"Newer Theory and More Robust Algorithms for Computer-Aided Design of Developable Surfaces","year":2005,"lang":"en","type":"article","venue":"Marine Technology and SNAME News","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Developable surface; Surface (topology); Ruled surface; Key (lock); Computer Aided Design; Constraint (computer-aided design); Space (punctuation); Algorithm; Engineering drawing; Geometry; Computer science; Mathematics; Engineering; Mechanical engineering","authors":[{"name":"Brian E. Konesky","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01020271930780569,"gpt":0.2252322750449277,"spread":0.215029555737122,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001748052,0.0001069929,0.000199713,0.00007588045,0.00008264686,0.000008901638,0.00009524903,0.00009468278,0.00002935665],"category_scores_gemma":[0.00002148043,0.00008224144,0.00001188124,0.0001833856,0.0003680271,0.00003959317,0.0001483337,0.00006854595,9.171341e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006059427,"about_ca_system_score_gemma":0.000002669841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002181433,"about_ca_topic_score_gemma":0.000003120697,"domain_scores_codex":[0.9994808,0.000006921746,0.0001416368,0.0001477714,0.00003548324,0.0001874316],"domain_scores_gemma":[0.9997419,0.0001068541,0.00002134272,0.0000834278,0.00001839762,0.00002803954],"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":[0.00007016289,0.00002538543,0.0007416016,0.00008321487,0.00004671211,0.000001394675,0.0001043011,0.04544129,0.002041745,0.2554177,0.0002652127,0.6957613],"study_design_scores_gemma":[0.001375692,0.0004088519,0.001219569,0.00003920391,0.00004336554,0.00002864301,0.0007829191,0.2269461,0.01690336,0.7201731,0.03147201,0.0006071558],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2198188,0.0005010054,0.7779694,0.0005409303,0.0001088999,0.0002042841,0.000006200656,0.0001669024,0.0006835596],"genre_scores_gemma":[0.5961616,0.0005838948,0.402878,0.0000651407,0.00006452028,0.00002914264,0.000002356212,0.00001153542,0.0002038268],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6951541,"threshold_uncertainty_score":0.3353709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381245603","doi":"10.48550/arxiv.2306.09375","title":"Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials","year":2023,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Samsung; Tencent; Canadian Institute for Advanced Research; Natural Sciences and Engineering Research Council of Canada; Institut de Valorisation des Données; Microsoft Research","keywords":"Benchmarking; Representation (politics); Computer science; Artificial intelligence; Basis (linear algebra); Frame (networking); Symmetry (geometry); Data science; Theoretical computer science; Geometry; Mathematics","authors":[{"name":"Shengchao Liu","is_ca":false},{"name":"Weitao Du","is_ca":false},{"name":"Yanjing Li","is_ca":false},{"name":"Zhuoxinran Li","is_ca":false},{"name":"Zhiling Zheng","is_ca":false},{"name":"Chenru Duan","is_ca":false},{"name":"Zhiming Ma","is_ca":false},{"name":"Omar M. Yaghi","is_ca":false},{"name":"Anima Anandkumar","is_ca":false},{"name":"Christian Borgs","is_ca":false},{"name":"Jennifer Chayes","is_ca":false},{"name":"Hongyu Guo","is_ca":false},{"name":"Jian Tang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05490826962358719,"gpt":0.2122626864282246,"spread":0.1573544168046374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001590131,0.0002263483,0.0003146161,0.0002323462,0.0001251383,0.00007081385,0.0002468623,0.0001736138,0.00004274188],"category_scores_gemma":[0.00009821223,0.000224209,0.00006569341,0.0006561503,0.0001399325,0.00008017279,0.0004560945,0.0001256549,0.00001525247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007160453,"about_ca_system_score_gemma":0.00001305898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002999213,"about_ca_topic_score_gemma":0.00001007199,"domain_scores_codex":[0.9989526,0.00001327931,0.0002046642,0.0004536653,0.00006269632,0.0003130501],"domain_scores_gemma":[0.9994083,0.0001275853,0.00007585331,0.0002427775,0.00005050626,0.00009497274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002171392,0.0000451049,0.0001718015,0.002675002,0.0002924542,0.00005661559,0.0001148546,0.6546226,0.005092076,0.3324856,0.001162751,0.003064031],"study_design_scores_gemma":[0.001551271,0.0001941951,0.0009074884,0.0003414758,0.0002320054,0.000003021675,0.0007884457,0.1327255,0.01842392,0.8390061,0.004309314,0.001517215],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5201128,0.0001338782,0.4762121,0.00003854283,0.000768574,0.0009468361,0.0003362194,0.0004105749,0.001040458],"genre_scores_gemma":[0.9957182,0.001671066,0.00168699,0.00001228169,0.0001368448,0.00001641344,0.000104195,0.00002868585,0.0006253202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5218971,"threshold_uncertainty_score":0.9142976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W246203224","doi":"","title":"STUDY OF SUBMANIFOLDS IMMERSED IN A MANIFOLD WITH QUARTER SYMMETRIC SEMI-METRIC CONNECTION","year":2004,"lang":"en","type":"article","venue":"Tensor. New series","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Metric connection; Connection (principal bundle); Mathematics; Quarter (Canadian coin); Metric (unit); Manifold (fluid mechanics); Mathematical analysis; Pure mathematics; Geometry; Topology (electrical circuits); Combinatorics; Fundamental theorem of Riemannian geometry; Engineering; Geography; Scalar curvature","authors":[{"name":"S. Lovejoy","is_ca":false},{"name":"Ram Nivas","is_ca":false},{"name":"Sahadat Ali","is_ca":false},{"name":"Mobin Ahmad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006653425105193633,"gpt":0.2052955867359329,"spread":0.1986421616307393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008611593,0.0001530495,0.0002650575,0.0002510451,0.0000528686,0.00001866029,0.0001103319,0.00004337369,0.0000441237],"category_scores_gemma":[0.00001546383,0.0001126595,0.00002351429,0.001776038,0.00005756408,0.0001295721,0.00002712239,0.00008641882,0.000009754365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004420295,"about_ca_system_score_gemma":0.000007403914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001815952,"about_ca_topic_score_gemma":0.0001915342,"domain_scores_codex":[0.9991365,0.000009072533,0.0002335218,0.0001832631,0.0001814115,0.0002562208],"domain_scores_gemma":[0.9997127,0.00003261616,0.00003613043,0.0001369479,0.00002409042,0.00005748598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001678363,0.002083256,0.03709614,0.0006382599,0.0005279123,0.0003360161,0.01886659,0.4179556,0.01534602,0.4920255,0.000477104,0.01296927],"study_design_scores_gemma":[0.03129116,0.02275006,0.4151165,0.0006134978,0.0004206837,0.0002509732,0.27286,0.001187352,0.07070883,0.1747474,0.005315152,0.004738317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929297,0.0001279596,0.001221916,0.00005255383,0.0001858863,0.0002332503,0.000002701858,0.00008992034,0.005156087],"genre_scores_gemma":[0.9993475,0.00007038064,0.0003923403,0.0000141776,0.00005476401,0.00001459045,0.000001020679,0.00001317036,0.00009206212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4167683,"threshold_uncertainty_score":0.4594121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966407796","doi":"10.1155/2011/985323","title":"Fundamental Domains of Gamma and Zeta Functions","year":2011,"lang":"en","type":"article","venue":"International Journal of Mathematics and Mathematical Sciences","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Mathematics; Conformal map; Riemann zeta function; Riemann hypothesis; Complex plane; Euler's formula; Analytic continuation; Plane (geometry); Pure mathematics; Order (exchange); Riemann surface; Geometric function theory; Mathematical analysis; Geometry","authors":[{"name":"Cabiria Andreian Cazacu","is_ca":false},{"name":"Dorin Ghişa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01980535584932372,"gpt":0.2517538372797531,"spread":0.2319484814304294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003648211,0.00006879726,0.0001636176,0.00006397483,0.00004975847,0.00002925154,0.000184075,0.00002098085,0.0001887811],"category_scores_gemma":[0.00005316553,0.00004279389,0.00003402887,0.00007724109,0.0005708872,0.0001091307,0.00007026392,0.00004774462,0.000002450233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006395961,"about_ca_system_score_gemma":0.000004914282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.595275e-7,"about_ca_topic_score_gemma":4.227032e-7,"domain_scores_codex":[0.9992542,0.000003894237,0.0003183675,0.00005699612,0.0002714089,0.00009515834],"domain_scores_gemma":[0.9996441,0.0001113286,0.00009556562,0.00003288499,0.000052691,0.00006342533],"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":[0.000009576791,0.0001504752,0.0001657918,0.000108841,0.00008620954,0.000006196706,0.001851085,0.00004235341,0.003361795,0.9852912,0.0000574034,0.008869032],"study_design_scores_gemma":[0.000244815,0.0002049397,0.0002819329,0.0001491451,0.00002997323,0.0001829963,0.004006738,0.003518649,0.003025643,0.9878367,0.0004023868,0.000116145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052745,0.0002450677,0.06582912,0.00009916984,0.0003598251,0.00005101802,0.000008674458,0.00001136108,0.02812128],"genre_scores_gemma":[0.9512918,0.0002408595,0.04839176,0.0000106716,0.00004180912,9.704069e-7,7.757459e-8,0.000002891127,0.00001917936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04601729,"threshold_uncertainty_score":0.2103458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2213543870","doi":"","title":"Instrumented modelling and preliminary conceptions in three-dimensional dynamic geometry with geogebra-3D","year":2012,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Geometry; Computer science; Calculus (dental); Engineering drawing; Mathematics; Engineering; Orthodontics","authors":[{"name":"Philippe R. Richard","is_ca":true},{"name":"Mathieu Blossier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02848266582304897,"gpt":0.2535088073229886,"spread":0.2250261414999397,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002635646,0.0002453697,0.0002653281,0.0001436928,0.0002083112,0.00006008197,0.00008956775,0.000087473,0.0001851809],"category_scores_gemma":[0.000007911546,0.0002175316,0.00001441023,0.0005453861,0.0001990388,0.0002406551,0.00006428541,0.0005020064,0.00001134673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002205803,"about_ca_system_score_gemma":0.00005358989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001321865,"about_ca_topic_score_gemma":0.0002074006,"domain_scores_codex":[0.9985007,0.00005747975,0.0003048327,0.0003457274,0.0003168245,0.0004744595],"domain_scores_gemma":[0.9994208,0.00008296921,0.0001454413,0.0001266894,0.00003443581,0.000189707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0006463001,0.0006049577,0.3829644,0.0005628482,0.00005065292,0.000006318692,0.001226594,0.07830905,0.0003153368,0.4407577,0.00007844487,0.0944774],"study_design_scores_gemma":[0.002012678,0.001150548,0.8136934,0.001648875,0.00004115799,0.0000188669,0.003768044,0.119754,0.00008300632,0.04810208,0.008186301,0.001541027],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893782,0.001115129,0.0008425729,0.001130035,0.0005687944,0.000323922,0.00001146171,0.00007745931,0.006552435],"genre_scores_gemma":[0.9961385,0.0005997777,0.001640767,0.0001782676,0.00008150863,0.00008133504,0.00002164215,0.00002341237,0.001234757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.430729,"threshold_uncertainty_score":0.8870683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108717188","doi":"10.5539/jmr.v12n6p93","title":"To the Question of Gauss’s Curvature in n-Dimensional Euclidian Space","year":2020,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mathematics; Generalization; Euclidean space; Dimension (graph theory); Cartesian coordinate system; Space (punctuation); Curvature; Gauss; Gaussian curvature; Euclidean geometry; Seven-dimensional space; Mathematical analysis; Pure mathematics; Geometry; Euclidean distance matrix; Computer science","authors":[{"name":"С. О. Гладков","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04323273695462871,"gpt":0.361573449298983,"spread":0.3183407123443543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001275104,0.00004677499,0.0001455436,0.0000639224,0.00003458142,0.00001404251,0.0002224924,0.00002790568,0.00005899006],"category_scores_gemma":[0.0004559848,0.00002598763,0.00002840465,0.0004473367,0.0000728667,0.00003526863,0.00007503162,0.0002965499,0.00001828934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002227427,"about_ca_system_score_gemma":0.00001123442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001005609,"about_ca_topic_score_gemma":0.000003206904,"domain_scores_codex":[0.9990708,0.00003177052,0.0002454994,0.00004365458,0.0004557726,0.0001525006],"domain_scores_gemma":[0.9994463,0.0002651204,0.00003475498,0.00006097606,0.0001061398,0.0000866924],"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":[0.0001947028,0.000305445,0.0002965381,0.001206264,0.00009816096,0.00005215951,0.01401838,0.4057004,0.0982712,0.430516,0.03875338,0.01058739],"study_design_scores_gemma":[0.001899561,0.002185011,0.002150987,0.00222454,0.00004412711,0.00008295334,0.01521107,0.1496271,0.1163778,0.5498757,0.1595194,0.0008016863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491752,0.0008637545,0.01437571,0.02838475,0.0003028719,0.0002902219,0.000009621504,0.00001367521,0.006584186],"genre_scores_gemma":[0.9903221,0.00008341322,0.009367702,0.00004518234,0.0001519173,0.000001418148,9.027544e-8,0.000005268918,0.0000228756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2560732,"threshold_uncertainty_score":0.1288378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W21835406","doi":"10.1016/j.ijnurstu.2011.07.002","title":"A METHOD FOR ESTABLISHING CERTAIN TRIGONOMETRIC INEQUALITIES","year":2007,"lang":"en","type":"article","venue":"Journal of Inequalities in Pure & Applied Mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Mathematics; Trigonometry; Direction cosine; Trigonometric functions; Set (abstract data type); Inequality; Pythagorean trigonometric identity; Algebra over a field; Pure mathematics; Mathematical analysis; Geometry; Computer science","authors":[{"name":"Mowaffaq Hajja","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02282742807715742,"gpt":0.2943923285897465,"spread":0.2715649005125891,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004512456,0.0002383486,0.0007000471,0.0005200243,0.0000816239,0.00008333203,0.0003905135,0.0001271763,0.00004545249],"category_scores_gemma":[0.0004157985,0.0001832383,0.0001306213,0.0008316658,0.000098703,0.0001656732,0.0000674336,0.0002862325,0.000001781652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001310832,"about_ca_system_score_gemma":0.00001997688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001984045,"about_ca_topic_score_gemma":0.000005071408,"domain_scores_codex":[0.9976083,0.00001538875,0.001362423,0.0001293535,0.0003662759,0.0005182457],"domain_scores_gemma":[0.9970765,0.002237302,0.0003148639,0.0001538074,0.0001039356,0.0001135759],"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":[0.00008835333,0.00008816193,0.00001041021,0.0008606978,0.00005447754,0.000006941846,0.004888189,0.008330218,0.001558367,0.9573794,0.0002813196,0.02645344],"study_design_scores_gemma":[0.001104082,0.0001536556,0.00001368714,0.0001722426,0.00004296513,0.0000265983,0.03410769,0.003571575,0.006976843,0.941111,0.01227,0.0004496587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05139145,0.0004634454,0.9324961,0.00005309593,0.000547202,0.0002619808,0.00002372607,0.0000472651,0.01471577],"genre_scores_gemma":[0.5308725,0.0001438836,0.468269,0.00008153474,0.0005007291,0.00002388135,0.000002531459,0.00003658345,0.00006939124],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.479481,"threshold_uncertainty_score":0.7472241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063179864","doi":"10.1007/s10778-008-0077-3","title":"Experimental study of the influence of loading conditions on the stability of rotating cylindrical shells","year":2008,"lang":"en","type":"article","venue":"International Applied Mechanics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Axial symmetry; Rotation (mathematics); Mechanics; Stability (learning theory); Materials science; Rotational speed; Physics; Classical mechanics; Structural engineering; Engineering; Mathematics; Geometry; Computer science","authors":[{"name":"V. V. Sivak","is_ca":true},{"name":"V. F. Sivak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01508968892803077,"gpt":0.2493246104516114,"spread":0.2342349215235806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001177291,0.00006847538,0.0001161959,0.000017688,0.0000785337,0.0000023975,0.000292433,0.00001968852,0.00009095355],"category_scores_gemma":[0.00003365094,0.00004014701,0.0000340333,0.0001450178,0.0001235964,0.00001867259,0.0001083705,0.00007922543,0.00000147413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001900652,"about_ca_system_score_gemma":0.000004446855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003636954,"about_ca_topic_score_gemma":5.657196e-7,"domain_scores_codex":[0.9992828,0.000009976536,0.000253494,0.00008993789,0.0002857463,0.00007809418],"domain_scores_gemma":[0.9995814,0.0001602821,0.00007736863,0.0001242807,0.00004231848,0.00001434216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002746102,0.0003423046,0.0001364746,0.0000110569,0.00004068098,2.661465e-7,0.00158178,0.07619432,0.3481095,0.5734476,0.000005956186,0.000102694],"study_design_scores_gemma":[0.0003287638,0.0001614182,0.00157318,0.00002981728,0.000008464971,0.000001255561,0.004969856,0.006581427,0.9502515,0.03596992,0.00002359082,0.0001007979],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954002,0.000004501415,0.001209099,0.00001675722,0.0001647694,0.0002030777,0.00002344141,0.000009974123,0.00296814],"genre_scores_gemma":[0.9997483,0.000003867664,0.0001817684,0.00001673881,0.00001656667,0.0000262486,5.742908e-7,0.000004086955,0.000001821558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.602142,"threshold_uncertainty_score":0.1637148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024389767","doi":"10.1017/s0004972711003042","title":"HELICOIDAL MINIMAL SURFACES IN ℍ<sup>2</sup>×ℝ","year":2011,"lang":"en","type":"article","venue":"Bulletin of the Australian Mathematical Society","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mathematics; Invariant (physics); Pure mathematics; Minimal surface; Surface (topology); Conjugate; Mathematical analysis; Geometry; Mathematical physics","authors":[{"name":"Young‐Wook Kim","is_ca":true},{"name":"Sung-Eun Koh","is_ca":false},{"name":"Heayong Shin","is_ca":false},{"name":"Seong-Deog Yang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01825758795763855,"gpt":0.2224374870673145,"spread":0.204179899109676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000257695,0.0001386632,0.0002313512,0.000007814691,0.00005845155,0.00001023616,0.0003662843,0.00008616287,0.002634525],"category_scores_gemma":[0.00003494027,0.00008657467,0.000159727,0.0001680974,0.0004495772,0.00001412784,0.0001286274,0.0001480607,0.0001042442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001843581,"about_ca_system_score_gemma":0.000002792422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009084918,"about_ca_topic_score_gemma":2.894275e-7,"domain_scores_codex":[0.9990584,0.00001721241,0.0002969538,0.0001341379,0.0001781878,0.0003151702],"domain_scores_gemma":[0.9996409,0.00007072902,0.00003254487,0.0001847091,0.00001240591,0.00005873906],"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":[0.0001464775,0.001465923,0.005407808,0.003673477,0.0004624772,0.00001196952,0.0381535,0.04044758,0.01009177,0.8114076,0.08463955,0.004091832],"study_design_scores_gemma":[0.001734106,0.0002485232,0.010097,0.0007023507,0.0001105835,0.00002141729,0.01418289,0.01593341,0.06115386,0.7693125,0.1249136,0.00158981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661733,0.00003771923,0.0006357207,0.0008598408,0.0001149592,0.0002203239,0.00001613017,0.00007561572,0.03186642],"genre_scores_gemma":[0.9868671,0.0000218791,0.01210526,0.00005252389,0.00003391888,0.00001117968,2.895124e-7,0.00001117962,0.0008967164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05106209,"threshold_uncertainty_score":0.9982772,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013691937","doi":"10.4271/2014-01-1685","title":"Flywheel with tuned damping","year":2014,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vale (Canada)","funders":"","keywords":"Flywheel; Control theory (sociology); Computer science; Engineering; Automotive engineering; Artificial intelligence; Control (management)","authors":[{"name":"George Nerubenko","is_ca":false},{"name":"Cyril Nerubenko","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005349893772373634,"gpt":0.2135038838574771,"spread":0.2081539900851035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004541603,0.0006298811,0.0007503355,0.0001029122,0.0004480602,0.0001050341,0.000814959,0.0003843379,0.0005030976],"category_scores_gemma":[0.0002303341,0.0004440327,0.0001912897,0.0007710701,0.001414956,0.0002634444,0.0003100511,0.0007434263,0.0001530984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001153322,"about_ca_system_score_gemma":0.00001392357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006002146,"about_ca_topic_score_gemma":0.004907764,"domain_scores_codex":[0.996888,0.00004990779,0.0006058996,0.0008022863,0.0006494641,0.001004454],"domain_scores_gemma":[0.9983631,0.0003286937,0.00007721179,0.0008307229,0.00004881087,0.0003515098],"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":[0.0001308715,0.00007188805,0.00002787935,0.00005403414,0.00002725734,0.00001060435,0.00001465099,0.000363837,0.823655,0.1659669,0.0006881156,0.008988943],"study_design_scores_gemma":[0.001041603,0.001799182,0.6633952,0.0003464147,0.00007972628,0.00006390633,0.000195106,0.000001535332,0.0007619862,0.06256993,0.2681771,0.001568279],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4468558,0.000363166,0.0002245221,0.00279471,0.0008286607,0.0009784958,0.00004991386,0.006537732,0.541367],"genre_scores_gemma":[0.990846,0.0002670394,0.007109339,0.001009134,0.0002716767,0.000168411,0.00001308617,0.00008892737,0.0002264363],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.822893,"threshold_uncertainty_score":0.9998012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251601142","doi":"10.1007/978-3-030-43131-0","title":"Fundamentals of Geometry Construction","year":2020,"lang":"en","type":"book","venue":"Springer tracts in mechanical engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Geometry; Geology; Mathematics","authors":[{"name":"Jorge Angeles","is_ca":true},{"name":"Damiano Pasini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006318766890809202,"gpt":0.1958312690374217,"spread":0.1895125021466125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001536697,0.0003208795,0.000616656,0.0001668616,0.00001945922,0.00001769377,0.0002634566,0.0002879562,0.0001835346],"category_scores_gemma":[0.00006082789,0.0003206745,0.0001134451,0.0002754651,0.00008316836,0.00006521112,0.0001238683,0.0006012655,0.00002615829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433648,"about_ca_system_score_gemma":0.00001650218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.343804e-7,"about_ca_topic_score_gemma":4.812999e-7,"domain_scores_codex":[0.9985206,0.000004643935,0.0005430685,0.0002960609,0.0002779145,0.0003576709],"domain_scores_gemma":[0.9995173,0.0001026399,0.00006483354,0.0001724938,0.00001510572,0.0001276493],"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":[0.00004274356,0.00005289034,0.000006608655,0.002727296,0.0002091681,0.0000674218,0.0001073744,0.2001248,0.04051685,0.7233133,0.0004604751,0.032371],"study_design_scores_gemma":[0.002848751,0.0006503681,0.0001770631,0.004967602,0.0003125471,0.00005672953,0.0003297313,0.1241156,0.1661288,0.248635,0.4459589,0.005818836],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03242287,0.007741349,0.2752907,0.0002299889,0.01862208,0.002253094,0.0004233154,0.002660915,0.6603557],"genre_scores_gemma":[0.9443825,0.002620681,0.04631541,0.00008951627,0.001441587,0.00006723664,0.00004829242,0.0003093377,0.004725442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9119596,"threshold_uncertainty_score":0.9999245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4297371066","doi":"10.5539/jmr.v14n5p21","title":"Extended Angle Sum and Difference Identity Rules for Scalene Triangles","year":2022,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mathematics; Octave (electronics); Combinatorics; Alpha (finance); Physics; Mathematical analysis; Geometry; Mathematical physics; Optics; Statistics","authors":[{"name":"Luis Teia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05410368808190531,"gpt":0.3605180796969242,"spread":0.3064143916150189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001689596,0.00005671729,0.000178958,0.0001012216,0.0002917278,0.00005376149,0.0002489944,0.00001664596,0.00009952581],"category_scores_gemma":[0.0001724053,0.00004103032,0.0000428731,0.0001713341,0.0001492081,0.00006832401,0.000188031,0.0001990295,0.000001297348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002827472,"about_ca_system_score_gemma":0.000008932389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.571399e-7,"about_ca_topic_score_gemma":6.949726e-7,"domain_scores_codex":[0.9989873,0.00002961558,0.0002323896,0.00006182117,0.0004758434,0.0002130464],"domain_scores_gemma":[0.9993391,0.0003926304,0.00004381374,0.00007071711,0.00008469934,0.00006901317],"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":[0.0001549732,0.0005049638,0.0000697303,0.00114205,0.0001275956,0.0000274358,0.00189409,0.001524807,0.04187188,0.8986732,0.002256884,0.05175241],"study_design_scores_gemma":[0.000412082,0.0002884988,0.0002457486,0.00003233661,0.000009329896,0.00003101254,0.003585125,0.00568886,0.001849815,0.984183,0.003583654,0.00009059229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9411661,0.001380706,0.05519448,0.0002210493,0.0003202371,0.0001889724,0.00004122931,0.00001485959,0.001472352],"genre_scores_gemma":[0.9856776,0.0004683606,0.01353854,0.000006067404,0.0001188065,0.00002172503,5.395697e-7,0.00000936725,0.0001589809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08550977,"threshold_uncertainty_score":0.2243764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010178148","doi":"","title":"State-of-the-art Dry Tree Semisubmersible Solutions for Harsh Environment","year":2014,"lang":"en","type":"article","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Tree (set theory); State (computer science); Environmental science; Engineering; Mathematics; Algorithm","authors":[{"name":"Alaa Mansour","is_ca":true},{"name":"Dhiraj Kumar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006673968001758654,"gpt":0.1899705682478999,"spread":0.1832966002461412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001062514,0.00005642305,0.00007727312,0.000008592846,0.0001083656,0.000005210509,0.0001036261,0.00001418693,0.000107933],"category_scores_gemma":[0.000007627316,0.00003586795,0.00004247784,0.00005593477,0.0001206844,0.00002109485,0.00006020836,0.00002481879,0.00002332207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001121134,"about_ca_system_score_gemma":0.000001038602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.78548e-7,"about_ca_topic_score_gemma":0.000002560975,"domain_scores_codex":[0.999561,0.000003514642,0.00009341735,0.00007378985,0.00006616441,0.0002021809],"domain_scores_gemma":[0.999817,0.0000386831,0.00001095772,0.00009929626,0.000003980383,0.00003008454],"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":[0.00002208814,0.00007740113,0.0002311412,0.0001677389,0.00006572316,8.128566e-8,0.0001800866,0.1954598,0.05235821,0.5140678,0.01241509,0.2249548],"study_design_scores_gemma":[0.000392377,0.0000803257,0.0006472296,0.00001634569,0.0000211427,2.430408e-7,0.0001022593,0.05249059,0.06771401,0.3079664,0.5702941,0.0002749494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01978733,0.0000696581,0.909241,0.0002140906,0.0004894288,0.0001972594,0.00002116658,0.00006176101,0.06991836],"genre_scores_gemma":[0.9927639,0.000057318,0.004897968,0.0000396435,0.00004324433,0.00002823374,0.000001382109,0.00000636049,0.002161976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9729766,"threshold_uncertainty_score":0.1462653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413886704","doi":"10.1109/meditcom64437.2025.11104397","title":"Deep Complex-Valued Neural-Network Modeling and Optimization of Stacked Intelligent Surfaces","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Computer science; Artificial neural network; Artificial intelligence; Deep learning","authors":[{"name":"Abdullah Zayat","is_ca":true},{"name":"Omran Abbas","is_ca":true},{"name":"Loïc Markley","is_ca":true},{"name":"Anas Chaaban","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02039731760400428,"gpt":0.2599137440263908,"spread":0.2395164264223865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001268836,0.0001751606,0.0003223013,0.00003449583,0.00006537652,0.00003065024,0.0001546858,0.00009573151,0.0001288076],"category_scores_gemma":[0.00001066176,0.0001405301,0.00003953274,0.0001420308,0.0001089003,0.00002219021,0.0004766214,0.0001337526,4.901625e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001525994,"about_ca_system_score_gemma":0.000003904757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001241695,"about_ca_topic_score_gemma":0.000004870614,"domain_scores_codex":[0.9991683,0.00001367397,0.0003018935,0.0002120909,0.0001088737,0.0001952032],"domain_scores_gemma":[0.9997009,0.00004185817,0.00003571399,0.0001370196,0.00004232736,0.00004217223],"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":[0.000007507789,0.000004498331,0.000006992976,0.0002276119,0.00002707947,1.305501e-7,0.0000589458,0.9800532,0.00001498888,0.0176022,0.00001975544,0.001977125],"study_design_scores_gemma":[0.00004412475,0.00000857342,0.000002654689,0.00005839642,0.00001686091,9.55002e-8,0.0001330112,0.9593483,0.00008818638,0.04011208,0.00004458376,0.0001431342],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01512656,0.0009359845,0.9769534,0.00002804443,0.0005490563,0.0001807587,0.00001610432,0.0001055664,0.006104458],"genre_scores_gemma":[0.8823004,0.002202878,0.1153173,0.0000240322,0.00006491668,0.00001053081,0.00002427045,0.000008626497,0.00004710222],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8671738,"threshold_uncertainty_score":0.5730649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229685795","doi":"10.1007/978-3-030-34953-0","title":"Geometric Analysis","year":2020,"lang":"en","type":"book","venue":"Progress in mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009838244925743696,"gpt":0.2400187980826894,"spread":0.2301805531569457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001343101,0.0002602586,0.0006762496,0.0003712934,0.00003309321,0.00004569608,0.0003409912,0.0001646419,0.0002755563],"category_scores_gemma":[0.00002252771,0.000213647,0.0001412463,0.001508991,0.0001961297,0.0000261618,0.0001350164,0.0002772176,0.00012075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007859569,"about_ca_system_score_gemma":0.000009359085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.058455e-8,"about_ca_topic_score_gemma":7.839596e-7,"domain_scores_codex":[0.9988105,0.000004429417,0.0003844691,0.0002237359,0.0002839435,0.000292914],"domain_scores_gemma":[0.9995356,0.00009422954,0.00006561334,0.0002075327,0.00001709294,0.00007990551],"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":[0.0000149897,0.0002469525,0.0005761513,0.007879764,0.003076098,0.000196685,0.001778975,0.01798962,0.000003510795,0.8107736,0.01877515,0.1386885],"study_design_scores_gemma":[0.0001810931,0.00004586983,0.00004382832,0.0001946664,0.000630765,0.000001586456,0.00009268986,0.04245276,0.00004025826,0.8482738,0.1071546,0.0008881236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001372468,0.007443463,0.02410838,0.00005791153,0.0004231227,0.0003674105,0.00006851013,0.0003866934,0.9670073],"genre_scores_gemma":[0.2362186,0.01559357,0.2847465,0.0003513673,0.003674823,0.001001426,0.0005968685,0.0008747917,0.456942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5100653,"threshold_uncertainty_score":0.871227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380084319","doi":"10.1080/15376494.2023.2222138","title":"Modeling of the effect of ATH fillers on the rheology, curing kinetics, and flexural properties of the epoxy resin forming the hydraulic turbines’ stay vanes extension","year":2023,"lang":"en","type":"article","venue":"Mechanics of Advanced Materials and Structures","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rheology; Epoxy; Materials science; Curing (chemistry); Flexural strength; Composite material; Thermosetting polymer; Kinetics","authors":[{"name":"Rim Ouadday","is_ca":true},{"name":"Mahmoud Abusrea","is_ca":false},{"name":"Rachid Boukhili","is_ca":true},{"name":"Aurélian Vadean","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008213586599203711,"gpt":0.2070331880138473,"spread":0.1988196014146436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002998966,0.0001428576,0.0002936363,0.00002262326,0.0001569274,0.000009562638,0.0002332592,0.00004531175,0.000005152805],"category_scores_gemma":[0.000132523,0.0000512793,0.00004310586,0.0001391528,0.0002748525,0.00003110585,0.0002624805,0.00006596656,3.537564e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000429158,"about_ca_system_score_gemma":0.000002294207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001211061,"about_ca_topic_score_gemma":0.000003318882,"domain_scores_codex":[0.9992062,0.00005522469,0.0002903191,0.0001240428,0.0001605069,0.000163724],"domain_scores_gemma":[0.9994952,0.000125361,0.0001125012,0.0002230687,0.00003054398,0.00001334519],"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":[0.00008334781,0.000001469118,0.000003915492,0.0002613091,0.00001492328,8.228083e-8,0.0002558279,0.1442808,0.8258629,0.02837006,0.000001830679,0.000863557],"study_design_scores_gemma":[0.0001461031,0.0001106362,0.0001372099,0.0001727459,0.00001904585,0.000001440831,0.0004939068,0.01428275,0.9257066,0.05885303,0.00001022773,0.00006626872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982823,0.0005294723,0.0002112556,0.0001163227,0.0005116171,0.0002857244,0.00002510138,0.00001337344,0.00002481187],"genre_scores_gemma":[0.9994221,0.0003977697,0.0001180255,0.00001125376,0.00002501782,0.000008470813,5.117994e-7,0.0000102411,0.00000659654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.129998,"threshold_uncertainty_score":0.2091109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993152727","doi":"10.1088/1742-6596/1399/4/044012","title":"Modelling of heat and mass transfer processes of capillary-porous bodies","year":2019,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Raw material; Agriculture; China; Environmental science; Agricultural engineering; Agricultural science; Agricultural economics; Agronomy; Business; Geography; Biology; Engineering; Ecology; Economics; Archaeology","authors":[{"name":"Г В Алексеев","is_ca":false},{"name":"М. В. Гончаров","is_ca":false},{"name":"А Г Леу","is_ca":false},{"name":"O I Nikolyuk","is_ca":false},{"name":"С.А. Романчиков","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01250042222344826,"gpt":0.2032414876318035,"spread":0.1907410654083553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006136431,0.00008170778,0.0002825547,0.00001893474,0.00002048817,0.00001090084,0.00008499579,0.00002322023,0.00002020552],"category_scores_gemma":[0.00000457203,0.00005837582,0.00002760424,0.00007627381,0.0001832751,0.0001924174,0.00001380898,0.00006431898,3.538534e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003587343,"about_ca_system_score_gemma":0.00001622122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001872541,"about_ca_topic_score_gemma":5.048972e-7,"domain_scores_codex":[0.9994857,0.000004356097,0.0002316739,0.00005065655,0.0001300237,0.00009759334],"domain_scores_gemma":[0.999698,0.00003171221,0.0000380864,0.00004641166,0.0001588462,0.00002689559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001745625,0.00004395838,0.0006108874,0.002546122,0.0001365825,0.000002601666,0.004258588,0.6044307,0.1876093,0.1888406,0.000007463985,0.01133874],"study_design_scores_gemma":[0.0002396128,0.0003304041,0.00002131688,0.0002505407,0.00002884088,0.000006119493,0.002464824,0.005348832,0.7456208,0.245324,0.000208452,0.0001562354],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8220817,0.0008189601,0.1754071,0.00002613062,0.0001432576,0.00004066736,0.000009286684,0.000005910989,0.001466969],"genre_scores_gemma":[0.9956989,0.002883163,0.001352729,0.000002538274,0.00004187108,4.849852e-7,2.60173e-7,0.000004759865,0.00001525572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5990818,"threshold_uncertainty_score":0.2380497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401486906","doi":"10.37256/cm.5320243986","title":"Theorem of Alternative and Scalarization of Optimization Problems in Topological Vector Spaces","year":2024,"lang":"en","type":"article","venue":"Contemporary Mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Mathematics; Locally convex topological vector space; Topological vector space; Vector optimization; Pure mathematics; Topological space; Topology (electrical circuits); Algebra over a field; Optimization problem; Mathematical optimization; Combinatorics","authors":[{"name":"Renying Zeng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01586885348927385,"gpt":0.2380359524716049,"spread":0.2221670989823311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001308872,0.00005738093,0.0001463337,0.00004080334,0.000008956654,0.00001070087,0.00004705759,0.00002937226,0.00002042891],"category_scores_gemma":[0.00002595009,0.00003968065,0.00001294372,0.0001649903,0.0001548108,0.00006115637,0.00002802683,0.00003485767,3.867296e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005116402,"about_ca_system_score_gemma":0.00000310497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001379584,"about_ca_topic_score_gemma":2.589677e-7,"domain_scores_codex":[0.9996164,0.000007388214,0.0001901251,0.00006729402,0.00006310463,0.00005567553],"domain_scores_gemma":[0.999818,0.00008975529,0.00002418363,0.00004211752,0.00001208864,0.00001380234],"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":[0.000003836251,0.00003211394,0.0001032655,0.001041097,0.00001773415,0.000001467574,0.001978816,0.1240184,0.002729956,0.8693808,0.00001314827,0.0006793397],"study_design_scores_gemma":[0.0001112909,0.00006576555,0.00003563026,0.0003641435,0.000005109773,0.000001099118,0.0006965575,0.5726584,0.00663667,0.4192423,0.00008890504,0.00009421675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1965083,0.002398265,0.7783928,0.00008932602,0.0002429123,0.0002708341,0.00001640996,0.00007367656,0.02200751],"genre_scores_gemma":[0.9932291,0.0002063749,0.006521964,0.000001697116,0.00001355383,0.000005185075,0.000001836505,0.000004859651,0.00001544704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7967208,"threshold_uncertainty_score":0.161813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386289146","doi":"10.1088/978-0-7503-5321-2ch5","title":"Potential energy surfaces","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"","keywords":"Environmental science; Materials science","authors":[{"name":"Marc R. Roussel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006011688915080761,"gpt":0.1866071433491361,"spread":0.1805954544340554,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000324729,0.0001737993,0.000187759,0.00003517888,0.00005701347,0.0000218081,0.0001330197,0.0001263116,0.001870375],"category_scores_gemma":[0.000001272013,0.0001319211,0.00006176859,0.00002770167,0.0001191673,0.00001712448,0.00008910182,0.00007971864,0.0004960927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001071226,"about_ca_system_score_gemma":0.000001866168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002289872,"about_ca_topic_score_gemma":0.000004350408,"domain_scores_codex":[0.9993873,7.675814e-7,0.0001300434,0.0001536635,0.0001398429,0.0001884377],"domain_scores_gemma":[0.9998048,0.00001834135,0.00001275693,0.0001022798,0.00001025103,0.00005160017],"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":[0.000001159569,5.171519e-7,2.59944e-8,0.00001387343,0.00002250778,0.000007693651,0.000002034015,0.004649705,0.00006041352,0.9844062,0.003509271,0.007326562],"study_design_scores_gemma":[0.00002383554,0.000008632674,4.968547e-7,0.00001308834,0.000007886815,6.801234e-7,0.000006081313,0.0009522557,0.0000992857,0.632597,0.366098,0.0001927178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009260013,0.0001944568,0.006290095,0.00002580086,0.00136003,0.00002328634,0.00002577437,0.0004831431,0.9915882],"genre_scores_gemma":[0.0159834,0.001998376,0.0002278821,0.0000353808,0.0003597181,0.000003407214,0.00001416021,0.00004722737,0.9813305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3625888,"threshold_uncertainty_score":0.999042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2927036906","doi":"10.18280/mmep.060108","title":"Analysis of cylindrical shells by the Least Squares Method","year":2019,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mathematics; Computer science","authors":[{"name":"Mohamed Kadri","is_ca":false},{"name":"Ahmed Sahli","is_ca":false},{"name":"Sara Sahli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00819712350932144,"gpt":0.2135977558814255,"spread":0.2054006323721041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000268569,0.0001315581,0.000326492,0.00005657327,0.00003631034,0.00002633028,0.0001295823,0.00005302213,0.00008763657],"category_scores_gemma":[0.000009057038,0.00008090776,0.00007215427,0.0004131409,0.00005513595,0.00003126318,0.0000432122,0.0001174681,0.000009768841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007107638,"about_ca_system_score_gemma":9.604629e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002230909,"about_ca_topic_score_gemma":5.153818e-8,"domain_scores_codex":[0.9992305,0.000007132965,0.0002454483,0.0001472668,0.0001478615,0.0002217571],"domain_scores_gemma":[0.9995284,0.0002354938,0.00001932778,0.0001462483,0.00001305745,0.00005745706],"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":[0.000001475838,0.00001028275,0.000008463309,0.0001882716,0.0001192849,7.345241e-8,0.0001810908,0.9575301,0.001344766,0.03950311,0.000007608688,0.00110546],"study_design_scores_gemma":[0.00005427241,0.00001754887,0.000005089815,0.0000332837,0.00009548519,8.686154e-7,0.0000459251,0.9848832,0.000510876,0.01375117,0.0004873583,0.0001148469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07197001,0.0003753043,0.9252629,0.00003342346,0.00006200156,0.00009927337,0.000007420967,0.00007161724,0.002118013],"genre_scores_gemma":[0.9800621,0.00009558888,0.01972611,0.000007719437,0.00001413795,0.00001221893,0.000002220238,0.00001315784,0.00006675571],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9080921,"threshold_uncertainty_score":0.3299323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399695768","doi":"10.48550/arxiv.2406.09227","title":"Well-posedness of aggregation-diffusion systems with irregular kernels","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Agencia Estatal de Investigación; Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada; European Commission","keywords":"Diffusion; Statistical physics; Mathematics; Computer science; Physics; Thermodynamics","authors":[{"name":"José A. Carrillo","is_ca":false},{"name":"Yurij Salmaniw","is_ca":false},{"name":"Jakub Skrzeczkowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0170652630040213,"gpt":0.1591941833609433,"spread":0.142128920356922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009207204,0.0002273774,0.0003149013,0.00009828068,0.00006401457,0.00003515927,0.0003186042,0.0001525703,0.00005789573],"category_scores_gemma":[0.000003398382,0.00018637,0.00007559883,0.0004166699,0.0002568879,0.00004210729,0.0004881969,0.000250342,0.00004271313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006667863,"about_ca_system_score_gemma":0.00001628296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003158113,"about_ca_topic_score_gemma":0.000003751437,"domain_scores_codex":[0.9991283,0.00001587517,0.0001604795,0.0003918323,0.00008824583,0.0002152946],"domain_scores_gemma":[0.9994698,0.0000355768,0.00006264116,0.0003021083,0.00005248003,0.0000774498],"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":[0.00002402865,0.00001501151,0.00006697425,0.0007919868,0.00007634144,0.0000457776,0.00006872041,0.810235,0.0001739345,0.1881105,0.00005859256,0.0003331684],"study_design_scores_gemma":[0.0004309035,0.00009338077,0.00008728454,0.001416287,0.000244258,0.000005114197,0.001126048,0.6713777,0.002239724,0.3197137,0.002446653,0.0008189439],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9435393,0.0005997869,0.03806827,0.00001084455,0.001461763,0.0002574126,0.00005004969,0.0002216704,0.01579092],"genre_scores_gemma":[0.9984375,0.0004566031,0.0000978615,0.000002807341,0.00009534702,0.000001538114,0.000009458803,0.00002149515,0.0008774102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1388573,"threshold_uncertainty_score":0.7599949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2502674919","doi":"10.1017/cbo9780511808241.015","title":"Definition of Optimization Problems","year":2008,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Computer science","authors":[{"name":"Jeff Edmonds","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01557890363079225,"gpt":0.1680870785673691,"spread":0.1525081749365768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002172218,0.0001458249,0.0002008074,0.00005325642,0.00007474731,0.000004885977,0.0001369194,0.0001297697,0.000008325814],"category_scores_gemma":[0.000001642841,0.0001526828,0.0000630834,0.000008706431,0.0002596659,0.00002931871,0.00007888548,0.0001067272,0.000002760137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003622859,"about_ca_system_score_gemma":0.000005584437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003002466,"about_ca_topic_score_gemma":7.583664e-8,"domain_scores_codex":[0.9995123,0.000003205374,0.0001148489,0.0001380039,0.0001121364,0.0001195331],"domain_scores_gemma":[0.999722,0.00001704942,0.00005382725,0.0001194681,0.00004293195,0.00004470663],"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":[0.000009246687,0.000002153218,7.072521e-8,0.0001015173,0.00002751343,0.000007602282,0.0000161275,0.01250972,0.00004233166,0.9852471,0.001633932,0.0004027095],"study_design_scores_gemma":[0.0003927575,0.00007171201,0.000001334598,0.0002141661,0.00008117966,0.000008115652,0.000027934,0.003249185,0.0006507998,0.001247029,0.9934731,0.0005826956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003828905,0.0001366566,0.02276604,0.000001100473,0.0001536322,0.0001186391,0.00008402952,0.0000897686,0.9766119],"genre_scores_gemma":[0.01055282,0.006487493,0.007490111,0.00001325461,0.0001518634,0.000001391866,0.00008459159,0.00005541526,0.975163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9918392,"threshold_uncertainty_score":0.6226223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413965737","doi":"10.70930/tac/xnycc7b9","title":"Bi-directional models of `Radically Synthetic' Differential Geometry","year":2024,"lang":"en","type":"article","venue":"Theory and applications of categories","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Consejo Nacional de Investigaciones Científicas y Técnicas; European Commission","keywords":"Differential (mechanical device); Geometry; Computer science; Differential geometry; Mathematics; Physics","authors":[{"name":"Matı́as Menni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004840023383831279,"gpt":0.220315683860203,"spread":0.2154756604763717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000155114,0.00007919388,0.0001378668,0.00006499975,0.00006351899,0.0000149486,0.0000948057,0.00003641414,0.0001377337],"category_scores_gemma":[0.000007207145,0.00006023729,0.00003364311,0.0002687197,0.0005716911,0.00005976682,0.00003970169,0.00005531337,0.000003012083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004352657,"about_ca_system_score_gemma":0.000005202663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001214058,"about_ca_topic_score_gemma":1.531624e-7,"domain_scores_codex":[0.9995254,0.00001016974,0.0001664084,0.0001113779,0.00008925725,0.00009743901],"domain_scores_gemma":[0.9996417,0.000192945,0.00001502471,0.00009552646,0.00002096383,0.0000338611],"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":[0.00001266367,0.00001259969,0.000001426098,0.0001527365,0.00002669928,8.462204e-8,0.00008469693,0.001147418,0.005710673,0.9630307,0.00001649089,0.02980381],"study_design_scores_gemma":[0.00003172069,0.00001527764,0.00001591707,0.00001794065,0.00002124999,0.000001908601,0.0002010663,0.001726505,0.02042657,0.9741911,0.003275634,0.00007509478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09700052,0.003486879,0.880475,0.00004062242,0.0001872541,0.0001303076,0.00007760202,0.0001445797,0.01845717],"genre_scores_gemma":[0.9986658,0.0006215608,0.0004674427,0.000003309344,0.00007663555,0.00004658842,0.000004340313,0.000007235248,0.0001071595],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9016652,"threshold_uncertainty_score":0.2456406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231979884","doi":"10.1007/978-3-030-43131-0_4","title":"Affine Transformations","year":2020,"lang":"en","type":"book-chapter","venue":"Springer tracts in mechanical engineering","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Affine transformation; Mathematics; Pure mathematics","authors":[{"name":"Jorge Angeles","is_ca":true},{"name":"Damiano Pasini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007529906171777049,"gpt":0.1908893879006864,"spread":0.1833594817289093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001082766,0.0003697195,0.0004601293,0.0001147717,0.00003506575,0.00003185031,0.0002674083,0.0002680381,0.0004393739],"category_scores_gemma":[0.00002749714,0.0003603067,0.0001156522,0.0001078109,0.00003380376,0.00008937019,0.00006819094,0.0007347065,0.0001333742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008335951,"about_ca_system_score_gemma":0.000006405658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.141061e-7,"about_ca_topic_score_gemma":0.00000216102,"domain_scores_codex":[0.9986765,0.000001783292,0.0004466004,0.0002781582,0.0002305759,0.0003663674],"domain_scores_gemma":[0.9995657,0.000063929,0.00002574082,0.0001675013,0.00001157335,0.0001655297],"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":[0.000005845221,0.000006591349,4.92415e-8,0.0002033271,0.00003097891,0.00002760892,0.00003508219,0.08707266,0.002166986,0.9018551,0.00005977345,0.00853603],"study_design_scores_gemma":[0.0006867595,0.0001107788,0.000008871662,0.0007647721,0.00007469225,0.00001190579,0.0000235481,0.1207899,0.005563496,0.1635647,0.7064198,0.001980822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0001999227,0.0009519676,0.1129593,0.0002571819,0.001971321,0.0004388856,0.00006108936,0.001034989,0.8821253],"genre_scores_gemma":[0.955642,0.004145884,0.02273489,0.0002823483,0.001989862,0.0001116033,0.00005772217,0.0004786062,0.01455703],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9554421,"threshold_uncertainty_score":0.9998849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2608042415","doi":"10.1090/amsip/038/12","title":"The real regulator for a product of 𝐾3 surfaces","year":2006,"lang":"en","type":"book-chapter","venue":"AMS/IP studies in advanced mathematics","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; Queen's University","funders":"","keywords":"Regulator; Product (mathematics); Computer science; Chemistry; Mathematics; Geometry; Biochemistry","authors":[{"name":"Noriko Yui","is_ca":true},{"name":"Shing‐Tung Yau","is_ca":false},{"name":"James D. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02206426173626085,"gpt":0.2842159952684123,"spread":0.2621517335321514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003484635,0.0003990661,0.0008520283,0.00005230064,0.00019566,0.00001286502,0.0003399946,0.0001017814,0.000006615716],"category_scores_gemma":[0.0001420629,0.0002592035,0.0001302982,0.000094002,0.001009991,0.00004440993,0.0001839405,0.0001683775,0.000004233151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000913601,"about_ca_system_score_gemma":0.000009397562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001010912,"about_ca_topic_score_gemma":0.00002620522,"domain_scores_codex":[0.9982648,0.000004576172,0.0007535813,0.0003013932,0.0002670948,0.000408559],"domain_scores_gemma":[0.9984226,0.000768914,0.0002326125,0.0004187331,0.000125703,0.0000314883],"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":[0.00003157723,0.00002687022,0.000001593187,0.002133473,0.0002066245,0.000002440127,0.0005073576,0.0180617,0.0002839214,0.9643144,0.001942649,0.01248738],"study_design_scores_gemma":[0.0002806089,0.00008204834,0.000003657424,0.0006424906,0.0000602978,0.000001377362,0.0008795012,0.0009639536,0.0009337437,0.9325764,0.06313433,0.0004415663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006743779,0.05272586,0.009706873,0.0002859377,0.005236007,0.004355231,0.0004543406,0.0005012756,0.9199907],"genre_scores_gemma":[0.1393743,0.2065164,0.1852934,0.00005866907,0.002020752,0.001403542,0.00006632118,0.0007143323,0.4645523],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4554384,"threshold_uncertainty_score":0.999986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981983971","doi":"10.1088/1742-6596/1212/1/011001","title":"14th International Symposium on Geometric Function Theory and Applications","year":2019,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Function (biology); Series (stratigraphy); Continuation; Library science; Focus (optics); Mathematics education; Mathematics; Computer science; Calculus (dental); Geology; Physics; Medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005198197789942555,"gpt":0.2107082321639916,"spread":0.205510034374049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001215688,0.00006596574,0.000106586,0.00003392026,0.00003901772,0.00004127298,0.00009986013,0.00001981828,0.00009514501],"category_scores_gemma":[0.000006591433,0.00004835262,0.00002472611,0.0001474061,0.00007558667,0.0001803648,0.00002551776,0.00009058285,0.00001679548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001203748,"about_ca_system_score_gemma":0.000004435707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":1.128837e-7,"about_ca_topic_score_gemma":6.224995e-8,"domain_scores_codex":[0.9996062,0.000007448796,0.0001218554,0.00005976053,0.0001261651,0.00007857067],"domain_scores_gemma":[0.9997349,0.00005742724,0.00005205905,0.00005300093,0.00006994879,0.00003262668],"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":[0.00006061995,0.00001392451,0.00007812567,0.00001736142,0.00002984404,2.490861e-7,0.00005411108,0.002422379,0.005836455,0.8589105,0.00002483661,0.1325516],"study_design_scores_gemma":[0.0003294383,0.0004341985,0.00101879,0.00005245075,0.00002609554,0.000009553049,0.001050016,0.0002083176,0.03354448,0.9215106,0.04160419,0.0002118959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1900261,0.00020248,0.7470706,0.0002763692,0.00253103,0.0001756854,0.00001899948,0.00005038987,0.05964838],"genre_scores_gemma":[0.9988537,0.0004410013,0.0001912626,0.00002993363,0.0003290681,0.000003134131,9.777873e-7,0.000004242827,0.0001467115],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8088276,"threshold_uncertainty_score":0.1971763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403165958","doi":"10.1016/j.jcomc.2024.100522","title":"Analysis of the deformation of conical shells made by 4D Printing of composites","year":2024,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Composite material; Conical surface; Deformation (meteorology); Materials science","authors":[{"name":"Mohammad Hamidpour","is_ca":true},{"name":"Suong V. Hoa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01664679362595436,"gpt":0.3210554102371526,"spread":0.3044086166111982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000185218,0.00008440748,0.0003090064,0.00005644072,0.00006501404,0.0001547328,0.0009083505,0.00002947311,0.0001575012],"category_scores_gemma":[0.000008415969,0.00005332749,0.00009217357,0.001002192,0.0002546309,0.0002535403,0.0007300221,0.00006459063,0.000001524893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001059156,"about_ca_system_score_gemma":0.000005433547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000170706,"about_ca_topic_score_gemma":0.000002083898,"domain_scores_codex":[0.9992372,0.00001397454,0.0003758792,0.0001114402,0.0001421994,0.0001193088],"domain_scores_gemma":[0.9995751,0.0001291774,0.00007323093,0.0001632478,0.00003369518,0.0000255164],"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":[0.00005022517,0.0001363654,0.0370799,0.001130896,0.001484284,6.281655e-7,0.0006481263,0.3171015,0.5237969,0.1096794,0.000936335,0.007955526],"study_design_scores_gemma":[0.000135644,0.00003212852,0.007453281,0.0002555707,0.0003863014,5.660758e-7,0.0001122855,0.2134176,0.7722847,0.003371876,0.002364888,0.0001851624],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975638,0.0006286938,0.0109032,0.00006439863,0.0002714256,0.0002046311,0.00008906982,0.00002587714,0.01217473],"genre_scores_gemma":[0.9994119,0.00006070087,0.0004582018,0.00001267103,0.00001304624,0.000006222202,0.00001343478,0.000004946507,0.00001892339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2484879,"threshold_uncertainty_score":0.2174632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394697389","doi":"10.1007/978-3-031-57793-2","title":"Discrete Geometry and Mathematical Morphology","year":2024,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; National Technical University of Athens; Università di Pisa; Université Paris-Saclay; Uppsala Universitet; Centre National de la Recherche Scientifique; Technische Universität Wien; Università degli Studi di Firenze; Università degli Studi di Siena; National and Kapodistrian University of Athens; Rijksuniversiteit Groningen; Université de Strasbourg; Université de Lorraine; Université Savoie Mont Blanc; Universidad de Sevilla; Université du Québec à Montréal","keywords":"Mathematical morphology; Computer science; Morphology (biology); Discrete geometry; Geometry; Computer graphics (images); Artificial intelligence; Mathematics; Image processing; Geology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.005379986065684321,"gpt":0.2288207883837876,"spread":0.2234408023181032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002884556,0.0002677144,0.0003511978,0.0002392807,0.00008883201,0.000141577,0.0004304996,0.0001715556,0.00007384814],"category_scores_gemma":[0.00003228046,0.0001932668,0.00003908077,0.0005249648,0.001500707,0.00006425141,0.0005375631,0.0004456367,0.00006882976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009106666,"about_ca_system_score_gemma":0.00003113944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.7529e-7,"about_ca_topic_score_gemma":0.000001178366,"domain_scores_codex":[0.998533,0.000005617596,0.0002255457,0.0005235632,0.0002685832,0.0004436673],"domain_scores_gemma":[0.9994136,0.0002179145,0.00001967819,0.0002330816,0.00001570486,0.000100031],"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":[0.000008768418,0.00001928431,0.00001407769,0.001093311,0.00004204806,0.0002120616,0.0007668192,0.09692099,0.0009177007,0.1611594,0.000552085,0.7382934],"study_design_scores_gemma":[0.00004569372,0.00003941043,0.00000813603,0.0001811896,0.000008228654,0.00003639992,4.113389e-7,0.09504139,0.0003260771,0.9017844,0.002243876,0.0002847876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001154234,0.001492475,0.9835435,0.0001382813,0.001475465,0.0001220337,0.00001285982,0.0001383793,0.01192283],"genre_scores_gemma":[0.8188003,0.0009186367,0.1748843,0.0007526927,0.002195338,0.00003840027,0.00001207771,0.0001147637,0.002283434],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8176461,"threshold_uncertainty_score":0.7881193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2756448526","doi":"10.5539/jmr.v9n5p71","title":"Angular Vectors in the Theory of Vectors","year":2017,"lang":"en","type":"article","venue":"Journal of Mathematics Research","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mathematics; Angular velocity; Product (mathematics); Vector (molecular biology); Cross product; Torque; Vector space; Direction vector; Vector field; Mathematical analysis; Geometry; Classical mechanics; Physics","authors":[{"name":"Yevhen Kharchenko","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06745598388296206,"gpt":0.3755279969261066,"spread":0.3080720130431446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004122398,0.00005239411,0.0001718038,0.00009181433,0.0001417026,0.00005157375,0.0007363913,0.00002967533,0.00005800286],"category_scores_gemma":[0.0005956301,0.00002737225,0.0000485969,0.0001275088,0.0003930787,0.0000656823,0.00008069419,0.0002655714,0.000004190373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001722595,"about_ca_system_score_gemma":0.000008825596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001500075,"about_ca_topic_score_gemma":0.000001386107,"domain_scores_codex":[0.9989725,0.00005296812,0.0002624607,0.00003833945,0.0004881033,0.0001856291],"domain_scores_gemma":[0.9990832,0.0004933847,0.00008572333,0.0002279845,0.00007773979,0.00003197523],"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":[0.00005616539,0.000326644,0.0009279804,0.000689115,0.00009593293,0.00008037165,0.009250827,0.002531835,0.01734124,0.9510478,0.0009022552,0.01674978],"study_design_scores_gemma":[0.0002370842,0.0001464699,0.002899814,0.0001835818,0.000007631345,0.00001631108,0.007770962,0.0007800866,0.007766686,0.9787722,0.001337255,0.00008192808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810249,0.000309405,0.002338122,0.0001414564,0.0002076313,0.000075145,0.000001726148,0.000002946178,0.01589866],"genre_scores_gemma":[0.9985423,0.0002245396,0.001107563,0.000002633722,0.00009101592,0.000001585052,3.534313e-8,0.000005132604,0.00002519053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02772434,"threshold_uncertainty_score":0.1448315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4353002179","doi":"10.21632/jpmi.4.2.231-243","title":"Peningkatan Kompetensi SMK dengan Keterampilan Computer Aided Design","year":2022,"lang":"en","type":"article","venue":"Jurnal Pemberdayaan Masyarakat Indonesia","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Vocational education; CAD; Curriculum; Service (business); Mathematics education; Vocational school; Field (mathematics); Unemployment; Community service; Medical education; Engineering management; Psychology; Pedagogy; Engineering; Business; Marketing; Political science; Medicine; Mathematics; Public relations; Engineering drawing; Economic growth","authors":[{"name":"Farid Wajdi","is_ca":true},{"name":"Muhammad Nurhaula Huddin","is_ca":true},{"name":"Delly Maulana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009989257404384482,"gpt":0.2024066248963685,"spread":0.192417367491984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004665047,0.000332002,0.0003959595,0.0001350264,0.0008034525,0.0001154085,0.0005307632,0.00005714477,0.0005569134],"category_scores_gemma":[0.00000801214,0.0002991463,0.0001253092,0.0005532567,0.0001719491,0.0001371519,0.0003680582,0.0005301046,0.00006965601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001204989,"about_ca_system_score_gemma":0.00001746542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000420934,"about_ca_topic_score_gemma":0.000001112368,"domain_scores_codex":[0.997891,0.0001174214,0.0004154124,0.0003875144,0.0005069191,0.0006817412],"domain_scores_gemma":[0.999228,0.0001580032,0.00007469002,0.0002907741,0.00003558673,0.0002129431],"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":[0.0006691964,0.0002874292,0.008014946,0.0002019729,0.0003305906,0.0008737016,0.001952228,0.8404844,0.03061912,0.04879506,0.01733153,0.05043984],"study_design_scores_gemma":[0.009921664,0.00421197,0.09139653,0.0002455613,0.0004046935,0.003445986,0.005130951,0.4529858,0.02205978,0.1256876,0.2753571,0.009152454],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8858467,0.000276768,0.1048448,0.0002143213,0.002671052,0.0004081087,0.00004395794,0.000543567,0.005150762],"genre_scores_gemma":[0.992584,0.00003316912,0.006227064,0.0003370758,0.0005767737,0.00007161997,0.00001449703,0.00004969169,0.0001061342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3874986,"threshold_uncertainty_score":0.9999461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4320003114","doi":"10.18280/mmep.090609","title":"Analysis of Kinematic Processes in Physics Based on Functional-Graphical Lines in Mathematics","year":2022,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Intuition; Kinematics; Representation (politics); Computer science; Function (biology); Point (geometry); Process (computing); Theoretical computer science; Algebra over a field; Mathematics; Epistemology; Geometry; Pure mathematics; Programming language; Physics","authors":[{"name":"Zhuldyz Nurmaganbetova","is_ca":false},{"name":"Nurgali Ashirbayev","is_ca":false},{"name":"Manat Shomanbayeva","is_ca":false},{"name":"Raina Bekmoldaeva","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01477263077363398,"gpt":0.2036819526051001,"spread":0.1889093218314661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002821403,0.0001411144,0.0003826354,0.0002734248,0.00003826807,0.00001220433,0.00008841078,0.00003197364,0.00003626591],"category_scores_gemma":[0.00003458015,0.0001198805,0.00004735459,0.001589143,0.00004331558,0.00002688684,0.00003912757,0.0001755871,6.222357e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002179059,"about_ca_system_score_gemma":0.00000427128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001674729,"about_ca_topic_score_gemma":7.244928e-7,"domain_scores_codex":[0.9990395,0.000007287272,0.0003656738,0.0001551658,0.0002254476,0.0002068964],"domain_scores_gemma":[0.9995188,0.0002947557,0.00002732881,0.0001073715,0.00001335102,0.0000384058],"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":[0.000004406264,0.0001200893,0.00005485837,0.00118839,0.00002584217,8.939143e-7,0.0003325169,0.9748885,0.00009746849,0.02318372,3.765117e-7,0.0001029467],"study_design_scores_gemma":[0.0001336785,0.00003074804,0.00003288195,0.0001262863,0.00003509953,4.143363e-7,0.00008203884,0.9483818,0.00004544137,0.0509906,0.00001225941,0.0001287429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2243031,0.0001102538,0.7748061,0.00002872284,0.00004452107,0.0001418234,0.000008268631,0.00006730793,0.0004899697],"genre_scores_gemma":[0.9887872,0.00003543699,0.01103009,0.00000709641,0.00001270184,0.0001027785,0.000004768651,0.00001440317,0.000005520231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7644842,"threshold_uncertainty_score":0.4888585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2964764370","doi":"10.1134/s0965545x19040060","title":"Calculation of the Viscosity of a Disperse System of Silver Nanoparticles with Adsorption Polymeric Layer of Copolymer of Ethylene and Maleic Acid in Aqueous Medium","year":2019,"lang":"en","type":"article","venue":"Polymer Science Series A","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Russian Foundation for Basic Research; Egg Farmers of Canada","keywords":"Maleic acid; Adsorption; Copolymer; Aqueous solution; Materials science; Chemical engineering; Nanoparticle; Polymer; Viscosity; Hydrodynamic radius; Dynamic light scattering; Silver nanoparticle; Polymer chemistry; Chemistry; Organic chemistry; Nanotechnology; Composite material","authors":[{"name":"E. A. Kurskaya","is_ca":false},{"name":"Т. А. Мацеевич","is_ca":false},{"name":"N. A. Samoilova","is_ca":false},{"name":"M.A. Krajukhina","is_ca":false},{"name":"A. A. Askadsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002915841879504613,"gpt":0.1881680865549902,"spread":0.1852522446754856,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001755893,0.00008038765,0.0002510947,0.00006326803,0.00002402761,0.000002915221,0.0001690348,0.00002595826,0.0000143972],"category_scores_gemma":[0.000009244665,0.00004875689,0.00002557178,0.0007647159,0.001477516,0.0001426636,0.00009161514,0.00003279689,1.842641e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001108176,"about_ca_system_score_gemma":0.00002050089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001492266,"about_ca_topic_score_gemma":0.00002671217,"domain_scores_codex":[0.9991496,0.00001529984,0.0002771783,0.0001213051,0.0002861147,0.0001504551],"domain_scores_gemma":[0.9996072,0.00002427327,0.0001357119,0.0001641046,0.00004068158,0.0000280103],"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":[0.00006585215,0.00001767694,0.009944827,0.000246609,0.000006062213,7.905736e-8,0.0007341414,0.0005803765,0.9798659,0.00783095,1.010766e-7,0.0007073932],"study_design_scores_gemma":[0.0001590136,0.0001142547,0.01725163,0.0001410264,0.00001007356,0.000001901006,0.001470361,0.001065608,0.9796233,0.0001055677,7.089589e-7,0.00005651523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979998,0.001337436,0.0001474217,0.00002552489,0.0001103325,0.0001090561,0.00001252454,0.000005450027,0.0002523939],"genre_scores_gemma":[0.9998289,0.00004546202,0.0001036654,0.000002067403,0.000004404236,0.000002891042,1.590777e-7,0.000003728289,0.000008713921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007725383,"threshold_uncertainty_score":0.5443971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2998931797","doi":"","title":"Fibres surface macromolecular rearrangement for biocomposites production","year":2019,"lang":"en","type":"article","venue":"Open Repository and Bibliography (University of Liège)","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Production (economics); Chemistry; Macromolecule; Materials science; Polymer science; Biochemistry; Economics","authors":[{"name":"Sophie Morin","is_ca":false},{"name":"Fatma Meddeb","is_ca":true},{"name":"Marc Beauregard","is_ca":true},{"name":"Aurore Richel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005560799912996704,"gpt":0.1949940918900337,"spread":0.189433291977037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009694609,0.0000645626,0.0001190612,0.0003122113,0.0001643178,0.00004000384,0.0001612933,0.00002861731,0.00002478601],"category_scores_gemma":[5.170693e-8,0.00006192557,0.00004698368,0.00134862,0.0001142708,0.0001555327,0.0001010049,0.00002618595,0.000001454102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002216967,"about_ca_system_score_gemma":0.000001338422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004512673,"about_ca_topic_score_gemma":4.835398e-7,"domain_scores_codex":[0.9996117,0.000008948933,0.00005733368,0.000154262,0.00006540725,0.0001023355],"domain_scores_gemma":[0.9997987,0.0000170376,0.00002559222,0.00009601375,0.00002792485,0.00003470542],"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":[0.0001983781,0.00005284226,0.04196976,0.0003529158,0.0001496756,0.000003667848,0.0002203282,0.002015735,0.9454412,0.004765071,0.00430505,0.0005253606],"study_design_scores_gemma":[0.003897923,0.002196287,0.1198171,0.0006736944,0.0003711262,0.00003464867,0.009786546,0.004072481,0.7708809,0.02609767,0.06005445,0.00211719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897206,0.0003665806,0.001659075,0.00009137922,0.0002464685,0.0003471079,0.000009968749,0.00002691529,0.007531938],"genre_scores_gemma":[0.993798,0.0007186297,0.005180506,0.000004783345,0.00001713254,5.200891e-7,0.000002366894,0.000003492213,0.0002745518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1745603,"threshold_uncertainty_score":0.2525251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}