{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":23,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":23,"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":"c9def963609f","filters":{"venue":"International Journal of Materials and Product Technology"}},"results":[{"id":"W2013184160","doi":"10.1504/ijmpt.2008.022141","title":"Single point incremental forming","year":2008,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Atsumi International Scholarship Foundation","keywords":"Materials science; Point (geometry); Incremental sheet forming; Metallurgy; Forming processes; Engineering drawing; Composite material; Geometry; Engineering; Mathematics","authors":[{"name":"M. E. J. Ham","is_ca":true},{"name":"Jack Jeswiet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01609261874043331,"gpt":0.2460752631168207,"spread":0.2299826443763874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001976758,0.00007758725,0.0001508099,0.0003275929,0.00002599244,0.00001862651,0.000181031,0.00005116545,0.00007163583],"category_scores_gemma":[0.00008012877,0.00006815634,0.00002139863,0.00005600279,0.00005818694,0.0002266689,0.00004908162,0.00007721077,0.00000477257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004448161,"about_ca_system_score_gemma":0.000008425312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001671669,"about_ca_topic_score_gemma":2.863211e-7,"domain_scores_codex":[0.9993341,0.00000809259,0.0003598097,0.00006443276,0.0001482789,0.00008530934],"domain_scores_gemma":[0.9996368,0.00001029781,0.0001154482,0.00006999415,0.0001478848,0.00001957801],"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":[0.00002342105,0.0000209706,0.0004331235,0.0000112839,0.00006095546,0.00004816774,0.00008130672,0.00002261326,0.9876505,0.001869871,0.0006355452,0.009142309],"study_design_scores_gemma":[0.0001984256,0.00006683159,0.0001900332,0.00003217076,0.000004882228,0.002053672,0.00001823108,0.00001666677,0.9845083,0.005237855,0.007603803,0.00006915691],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969949,0.0003410547,0.0007402974,0.0005823609,0.000920367,0.00005301526,0.00000654649,0.000128025,0.0002334438],"genre_scores_gemma":[0.9921929,0.000240751,0.007271917,0.00002279284,0.000227898,0.000001876507,0.000002617988,0.00001232124,0.00002691143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009073152,"threshold_uncertainty_score":0.2779335,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147106551","doi":"10.1504/ijmpt.2005.007735","title":"FRP protection and rehabilitation of corrosion-damaged reinforced concrete columns","year":2005,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Corrosion; Fibre-reinforced plastic; Materials science; Aramid; Reinforcement; Composite material; Reinforced concrete; Structural engineering; Engineering; Fiber","authors":[{"name":"K.W. Neale","is_ca":false},{"name":"Marc Demers","is_ca":false},{"name":"Pierre Labossière","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00655518196099106,"gpt":0.2223148872873126,"spread":0.2157597053263215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004352964,0.00007893539,0.000200014,0.0002267041,0.00002212048,0.00002463253,0.0001083499,0.00008015497,0.00007792007],"category_scores_gemma":[0.0004841461,0.00007116075,0.00002290888,0.0000681019,0.0001305057,0.0001667707,0.0000415384,0.0001070498,0.000001552967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003337414,"about_ca_system_score_gemma":0.00001574775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005402621,"about_ca_topic_score_gemma":0.00000188688,"domain_scores_codex":[0.9992098,0.00003034329,0.0004654615,0.0000932173,0.0001305002,0.00007064176],"domain_scores_gemma":[0.9993014,0.00004865368,0.0001854676,0.00009462408,0.0003430329,0.0000268743],"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":[0.0001424046,0.000001890364,0.0003356955,0.00004601528,0.00001354533,0.00000140147,0.0001877954,0.0001316492,0.9894175,0.0006376974,0.0002190925,0.008865342],"study_design_scores_gemma":[0.000816046,0.0002794316,0.002001402,0.0001188696,0.00001517211,0.0002635779,0.0001447537,0.0008750341,0.9885883,0.0005553653,0.006234144,0.0001078584],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946998,0.0002301401,0.0008734175,0.00332266,0.0006149293,0.0001573487,0.00001556277,0.00004552652,0.00004055712],"genre_scores_gemma":[0.9968143,0.0002280138,0.002758841,0.00001798171,0.00013532,0.000005907849,0.000002156633,0.000007846867,0.00002960415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008757484,"threshold_uncertainty_score":0.2901851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231637136","doi":"10.1504/ijmpt.2019.102938","title":"Mechanical capabilities of semi-rigid thermoplastics ABS and PLA from 3D printing","year":2019,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Materials science; Ultimate tensile strength; Acrylonitrile butadiene styrene; Composite material; Bending; Shore durometer; Polylactic acid; 3D printing; Young's modulus; Tensile testing; Polymer","authors":[{"name":"Jaime Vinicio Molina Osejos","is_ca":false},{"name":"César Ayabaca","is_ca":false},{"name":"Diana Peralta-Zurita","is_ca":false},{"name":"Santiago Gómez Rosero","is_ca":true},{"name":"Gustavo Adolfo Moreno Jiménez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006424112115697826,"gpt":0.2076551731463599,"spread":0.2012310610306621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001945863,0.0001032433,0.0002538833,0.0001809504,0.0000128064,0.0000263154,0.0002328372,0.000106684,0.00007560196],"category_scores_gemma":[0.0002083779,0.00008436202,0.0000185986,0.00002925899,0.0001093633,0.00006828757,0.0001563519,0.0001595355,0.000003048485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001542145,"about_ca_system_score_gemma":0.00000816581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006785823,"about_ca_topic_score_gemma":7.338751e-7,"domain_scores_codex":[0.9993122,0.00001068506,0.0003508651,0.0001177872,0.0001106124,0.00009786463],"domain_scores_gemma":[0.9994833,0.00009708442,0.0001716106,0.0001151616,0.0001191399,0.00001374015],"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":[0.00008018574,0.00002629482,0.003423606,0.0001305731,0.0003368992,0.00001751496,0.0002108961,0.0003185724,0.9595789,0.01039575,0.00008800163,0.02539277],"study_design_scores_gemma":[0.0002443783,0.00006357557,0.002328946,0.0001500552,0.00001321939,0.0001182158,0.0001737743,0.0001010756,0.9741198,0.02146292,0.001133712,0.00009026428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975738,0.0003346083,0.000479559,0.0004553442,0.0008873648,0.00005442183,0.00004497616,0.0000985873,0.00007133863],"genre_scores_gemma":[0.9952142,0.0003450866,0.004275326,0.000005549374,0.0001268903,0.000001430244,0.000001923513,0.00001227541,0.00001729079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0253025,"threshold_uncertainty_score":0.3440183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003659684","doi":"10.1504/ijmpt.2009.025222","title":"Neural Network prediction of dry grinding by CBN grinding wheel using special conditioning","year":2009,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Advanced machining processes and optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Bundesministerium für Wirtschaft und Technologie","keywords":"Grinding; Machining; Artificial neural network; Surface roughness; Materials science; Grinding wheel; Process (computing); Surface grinding; Mechanical engineering; Process engineering; Surface finish; Metallurgy; Computer science; Composite material; Engineering; Artificial intelligence","authors":[{"name":"Taghi Tawakoli","is_ca":false},{"name":"Mohammad Rabiey","is_ca":false},{"name":"Matthew W. Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007628929556064587,"gpt":0.237611691557996,"spread":0.2299827620019314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001749409,0.0000961107,0.0001926354,0.0002089738,0.00005042509,0.00004083713,0.0001388619,0.00007168739,0.00002782116],"category_scores_gemma":[0.00005414586,0.00009375389,0.00002099848,0.0001073901,0.00003678641,0.0003037622,0.00002393628,0.0001266602,2.590386e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004062318,"about_ca_system_score_gemma":0.00001054856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.446669e-7,"about_ca_topic_score_gemma":2.66442e-7,"domain_scores_codex":[0.9992056,0.00001129182,0.0004302464,0.00009464074,0.0001361541,0.0001220029],"domain_scores_gemma":[0.9994794,0.00001257874,0.0002799204,0.00004970626,0.0001579681,0.00002043096],"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":[0.0001141167,0.00003512522,0.007312194,0.00005003495,0.0001292411,0.00001874734,0.0001490942,0.4809427,0.4899676,0.002526233,0.000691195,0.01806376],"study_design_scores_gemma":[0.002316052,0.0005374037,0.008952258,0.0008669317,0.0001292928,0.001124465,0.0002401511,0.0188196,0.9413,0.02086881,0.004349369,0.000495657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751827,0.0006074429,0.02125384,0.0003185234,0.002422006,0.0000588683,0.00003549905,0.00005359606,0.0000675642],"genre_scores_gemma":[0.9892882,0.0003774139,0.008464872,0.00001711433,0.001817312,6.798733e-7,0.00001788717,0.00001130274,0.000005259917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4621231,"threshold_uncertainty_score":0.3823173,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973246648","doi":"10.1504/ijmpt.2011.037206","title":"Characterisation of microstructure and mechanical properties of cermets at micro- and nanoscales","year":2010,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Advanced materials and composites","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":"McGill University","funders":"Eesti Teadusfondi","keywords":"Cermet; Materials science; Nanoindentation; Microstructure; Ceramic; Grain size; Composite material; Chromium carbide; Metallurgy; Phase (matter); Carbide; Residual stress; Elastic modulus","authors":[{"name":"Irina Hussainova","is_ca":false},{"name":"Maksim Antonov","is_ca":false},{"name":"Iwona Jasiuk","is_ca":false},{"name":"Xiangdong Du","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004349295898765288,"gpt":0.1966016968217281,"spread":0.1922524009229628,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001130204,0.000073515,0.0002062353,0.0001180457,0.00001901117,0.0000141572,0.0001003947,0.0000610474,0.00004032152],"category_scores_gemma":[0.0000337314,0.00005742037,0.00001084235,0.00002081031,0.000114007,0.0000802257,0.0001045155,0.00007063526,9.579006e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006266418,"about_ca_system_score_gemma":0.000005341863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001797299,"about_ca_topic_score_gemma":0.000001257395,"domain_scores_codex":[0.9994813,0.00001052025,0.000307185,0.00007385182,0.00007146207,0.00005574802],"domain_scores_gemma":[0.999629,0.000008004715,0.0001870402,0.00005647432,0.0001051158,0.00001438318],"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":[0.0001087992,0.000008952265,0.0004610235,0.0000721808,0.00003772119,0.00000209091,0.00006925983,0.000003008789,0.996976,0.0004736808,0.000008487385,0.001778775],"study_design_scores_gemma":[0.0002189132,0.00005876285,0.003593831,0.00003828411,0.00001071238,0.0006852252,0.00001972508,0.000002973906,0.9931616,0.001335177,0.0008223235,0.00005250294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976654,0.000916053,0.00001432377,0.0005046366,0.000789274,0.00005245314,0.00004441531,0.00001132077,0.000002108125],"genre_scores_gemma":[0.9971204,0.0007408967,0.002030962,0.000006186153,0.00008452481,0.000001759059,0.000002576282,0.000008229577,0.000004495243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003814451,"threshold_uncertainty_score":0.2341535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2047739227","doi":"10.1504/ijmpt.2011.039929","title":"On the influence of overlap length on static capacity and fatigue life of adhesively bonded joints with tubular composite adherends subject to torsional loading","year":2011,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Structural engineering; Materials science; Joint (building); Fibre-reinforced plastic; Composite number; Composite material; Work (physics); Stress (linguistics); Engineering; Mechanical engineering","authors":[{"name":"Ramin Hosseinzadeh","is_ca":true},{"name":"Khaled Shahin","is_ca":true},{"name":"Farid Taheri‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬‬","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02722208986901867,"gpt":0.2380223138367401,"spread":0.2108002239677214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002600096,0.0001202311,0.0002780984,0.000248115,0.00001912459,0.00001389983,0.0002614868,0.00005246545,0.00004943022],"category_scores_gemma":[0.0001901944,0.00007933455,0.00002007967,0.00007513366,0.00009605368,0.00007702458,0.00005181807,0.0001379519,0.000001345426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000202531,"about_ca_system_score_gemma":0.00001634828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001243953,"about_ca_topic_score_gemma":9.498311e-7,"domain_scores_codex":[0.9990833,0.0000378715,0.0004080177,0.0001115673,0.0002636513,0.00009561139],"domain_scores_gemma":[0.9992587,0.00009809793,0.0002291513,0.0001212497,0.0002464932,0.000046288],"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":[0.0004305938,0.00005118271,0.001634091,0.00003263897,0.0001124054,0.00001016458,0.0001673105,0.0001923093,0.9896373,0.007542881,0.0000323585,0.0001567778],"study_design_scores_gemma":[0.0003098401,0.0007688745,0.02216313,0.0003603953,0.00002246205,0.00008777683,0.00002656751,0.000008740734,0.9741164,0.002041682,0.00001492441,0.00007915172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990002,0.00004363279,0.0000659548,0.0005392014,0.0001610791,0.0001159484,0.00003653625,0.00001573917,0.00002171943],"genre_scores_gemma":[0.9976994,0.00002726981,0.002180261,0.00004918755,0.00002591237,0.000004041446,8.05093e-7,0.00001122854,0.000001897398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02052904,"threshold_uncertainty_score":0.3235169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048668222","doi":"10.1504/ijmpt.2005.005744","title":"Use of an axial magnetic field to suppress convection in the solvent of Ge&lt;SUB align=right&gt;0.98Si&lt;SUB align=right&gt;0.02 grown by the travelling solvent method","year":2005,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Space Agency","keywords":"Crucible (geodemography); Materials science; Magnetic field; Convection; Hartmann number; Germanium; Solvent; Mass transfer; Condensed matter physics; Flow (mathematics); Fluid dynamics; Crystal (programming language); Intensity (physics); Heat transfer; Mechanics; Field (mathematics); Silicon; Chemistry; Optics; Physics; Metallurgy; Magnetohydrodynamics","authors":[{"name":"L. Abidi","is_ca":false},{"name":"M. Ziad Saghir","is_ca":false},{"name":"D. Labrie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01833416214678934,"gpt":0.2760675811977474,"spread":0.257733419050958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001945963,0.0001990447,0.000412195,0.0003468832,0.00008082733,0.0001442136,0.0009395947,0.0001368646,0.000317419],"category_scores_gemma":[0.0002101476,0.0001270204,0.00006962546,0.0001940357,0.0001873001,0.000313667,0.000117424,0.0001581496,0.000006580897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004943365,"about_ca_system_score_gemma":0.00005228485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004825867,"about_ca_topic_score_gemma":0.00003285435,"domain_scores_codex":[0.9973888,0.0003663727,0.001123264,0.0003160925,0.0005582685,0.0002471405],"domain_scores_gemma":[0.9982537,0.0002055116,0.0007318099,0.0003406881,0.0004128885,0.00005542004],"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":[0.0003679936,0.0002593805,0.00002858923,0.00002440981,0.00003531602,0.000008372648,0.0008650739,0.0001663315,0.9900922,0.003350017,0.0009074381,0.003894943],"study_design_scores_gemma":[0.0005356805,0.0006054186,0.0003420896,0.00007125846,0.00003871872,0.0003193422,0.0001942697,0.000071323,0.9875998,0.002885018,0.007200912,0.0001361159],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823499,0.0003513273,0.002197388,0.0135221,0.001046447,0.0003938574,0.00007818299,0.00001991609,0.00004082525],"genre_scores_gemma":[0.9960951,0.0002242458,0.002796244,0.0003818237,0.0004105322,0.00003053941,0.000008960357,0.00001622928,0.00003637496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01374509,"threshold_uncertainty_score":0.517974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3208499264","doi":"10.1504/ijmpt.2022.120657","title":"Multi-objective optimisation of plastic injection moulding process using mould flow analysis and response surface methodology","year":2022,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Injection Molding Process and Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Response surface methodology; Volumetric flow rate; Process (computing); Production (economics); Production rate; Process engineering; Stability (learning theory); Injection moulding; Design of experiments; Materials science; Mathematics; Computer science; Engineering; Statistics; Composite material; Mechanics","authors":[{"name":"Mohammad Saleh Meiabadi","is_ca":true},{"name":"Mahmoud Moradi","is_ca":false},{"name":"Afshin Kazerooni","is_ca":false},{"name":"Vincent Demers","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0380398600001955,"gpt":0.3023599702144715,"spread":0.264320110214276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118445,0.0001002866,0.0002851898,0.0008693999,0.00008777846,0.00002811108,0.0001342761,0.00006601789,0.00004458032],"category_scores_gemma":[0.0004017737,0.00009410463,0.00003507065,0.000357065,0.00007011498,0.0001451687,0.00007138093,0.0001791502,1.807017e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008409727,"about_ca_system_score_gemma":0.00003703147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001979937,"about_ca_topic_score_gemma":0.000001777345,"domain_scores_codex":[0.9989858,0.0001654952,0.0004459766,0.0001355316,0.0001741322,0.00009304532],"domain_scores_gemma":[0.9991813,0.000094296,0.00030146,0.0000598674,0.0003464475,0.00001667647],"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":[0.0005998609,0.00001473691,0.001735992,0.00003185103,0.0004011757,0.000003508121,0.0006935759,0.481531,0.5139442,0.00001356715,0.000002972751,0.001027553],"study_design_scores_gemma":[0.0004996767,0.0002672776,0.002315797,0.00003026326,0.0002220714,0.0006480911,0.001519441,0.02680261,0.9670588,0.0004355596,0.00006353422,0.0001368334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780394,0.0005895629,0.02007847,0.000157856,0.0009949213,0.00006407875,0.00003972467,0.0000342745,0.000001699479],"genre_scores_gemma":[0.9781498,0.0001014274,0.02165547,0.000006166986,0.00005938323,0.000004702831,0.000002621444,0.00001273394,0.000007655969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4547284,"threshold_uncertainty_score":0.3837475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053328614","doi":"10.1504/ijmpt.2005.005751","title":"Homogeneity of Ge&lt;SUB align=right&gt;1-xSi&lt;SUB align=right&gt;x alloys (x≤0.30) grown by the travelling solvent method","year":2005,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Photonic and Optical Devices","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":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"Alloy; Materials science; Homogeneity (statistics); Quenching (fluorescence); Chemical composition; Solvent; Composition (language); Analytical Chemistry (journal); Crystal (programming language); Hall effect; Crystallography; Condensed matter physics; Electrical resistivity and conductivity; Metallurgy; Chemistry; Thermodynamics; Optics; Fluorescence; Mathematics; Electrical engineering; Physics; Chromatography","authors":[{"name":"D. Labrie","is_ca":false},{"name":"A. George","is_ca":false},{"name":"M. A. JAMIESON","is_ca":false},{"name":"Sergei Obruchkov","is_ca":false},{"name":"J. P. Healey","is_ca":false},{"name":"B. E. Paton","is_ca":false},{"name":"M. Ziad Saghir","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008051197405486571,"gpt":0.2421007382562552,"spread":0.2340495408507687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065979,0.0002702837,0.0005377196,0.0002612741,0.00007317706,0.00008069919,0.0007800277,0.0002170524,0.0002460121],"category_scores_gemma":[0.00008847396,0.0001874132,0.0001148307,0.0001329056,0.0001934961,0.000217909,0.0001162402,0.0002582636,0.00001945498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007755889,"about_ca_system_score_gemma":0.00004360657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007292246,"about_ca_topic_score_gemma":0.00000994946,"domain_scores_codex":[0.9979282,0.00008563365,0.0009787584,0.0002659589,0.0004263354,0.0003151179],"domain_scores_gemma":[0.9988545,0.0001090266,0.0003934459,0.000255137,0.0003116311,0.00007622378],"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":[0.00006237131,0.0000839803,0.00002114381,0.00004666909,0.0004105356,0.00002890452,0.00009754745,0.0007378574,0.9820182,0.0069521,0.001497525,0.008043139],"study_design_scores_gemma":[0.0004818312,0.0000975306,0.0001306809,0.00009786686,0.00007801369,0.0005944507,0.00001873385,0.0007429361,0.9541251,0.004383153,0.03905077,0.0001989473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802682,0.004720519,0.006693764,0.005984832,0.001420534,0.000204694,0.0001129287,0.00009007748,0.0005044133],"genre_scores_gemma":[0.989989,0.00291836,0.006244602,0.0001205315,0.0006265444,0.00001190851,0.00001085943,0.0000349816,0.00004317626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03755325,"threshold_uncertainty_score":0.7642488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2336098798","doi":"10.1504/ijmpt.2016.076419","title":"Internet-based remote monitoring system of thermo-electric-generations with mobile communication technology","year":2016,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"East Midlands Development Agency; European Commission; Trent University; Nottingham Trent University","keywords":"Data acquisition; Thermoelectric generator; Electric power; Automotive engineering; Control unit; Remote monitoring and control; Remote control; Energy harvesting; Embedded system; Computer science; Thermoelectric effect; Power (physics); Real-time computing; Control (management); Computer hardware; Operating system; Engineering","authors":[{"name":"Wenjie Peng","is_ca":false},{"name":"Daizhong Su","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00661118062977341,"gpt":0.2086826581479248,"spread":0.2020714775181514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001629468,0.00008377683,0.0001644692,0.0004579414,0.00002079219,0.00001680011,0.0002916301,0.00009140604,0.000009056465],"category_scores_gemma":[0.00002539242,0.00005617317,0.00001492177,0.0001532271,0.00006128118,0.00009681818,0.00003115082,0.00007068148,4.680307e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000572742,"about_ca_system_score_gemma":0.00002235669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003772669,"about_ca_topic_score_gemma":0.000001020937,"domain_scores_codex":[0.9993902,0.00001956569,0.0003257598,0.00007955312,0.0001057964,0.00007915428],"domain_scores_gemma":[0.9992766,0.00002044641,0.000209159,0.0001630921,0.000317755,0.00001295143],"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":[0.0000856919,0.00002225267,0.0008962557,0.00003044579,0.0001500977,0.00000622679,0.00002632036,0.02019615,0.9342841,0.006015354,0.00003507985,0.03825204],"study_design_scores_gemma":[0.0003741771,0.0001140517,0.00006904759,0.0003541997,0.00001572518,0.0001831242,0.00002947382,0.0009074398,0.9970754,0.0004143965,0.0003957227,0.00006719206],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9399757,0.000858544,0.05769286,0.0008389996,0.0004191383,0.00006664151,0.000005136221,0.0001082537,0.00003470404],"genre_scores_gemma":[0.9846063,0.0003476244,0.01491693,0.000002485506,0.00008512487,0.000008123585,0.000001810535,0.00001444909,0.00001721167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06279137,"threshold_uncertainty_score":0.2290675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2178550123","doi":"","title":"Optimization of electron beam welding parameters for Incoloy 903","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Incoloy; Electron beam welding; Welding; Beam (structure); Oscillation (cell signaling); Materials science; Current (fluid); Work (physics); Mechanics; Voltage; Cathode ray; Mechanical engineering; Structural engineering; Electron; Composite material; Engineering; Electrical engineering; Physics; Chemistry","authors":[{"name":"N.L. Richards","is_ca":false},{"name":"M.C. Chaturvedi","is_ca":true},{"name":"Y.G. Liu","is_ca":true},{"name":"Kenneth Stephan Mount","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006588668084145248,"gpt":0.2404906716724827,"spread":0.2339020035883375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002699604,0.00006924237,0.0001768388,0.0002314378,0.00001561031,0.00002163269,0.0001835124,0.00007355992,0.000007013176],"category_scores_gemma":[0.0001689921,0.0000575882,0.00002358649,0.00004833018,0.00003927557,0.00006765923,0.00002747658,0.00005708542,1.518502e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001936442,"about_ca_system_score_gemma":0.000007535911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002456161,"about_ca_topic_score_gemma":3.562766e-7,"domain_scores_codex":[0.9994484,0.000009773909,0.0003054829,0.00006734109,0.00008376243,0.00008528972],"domain_scores_gemma":[0.9995459,0.00003675809,0.0001647738,0.00005940684,0.0001796722,0.00001345538],"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":[0.0001999581,0.0000495436,0.0003330114,0.0001695902,0.0002508837,0.00000317221,0.00005009114,0.2233466,0.759465,0.003216399,0.002054448,0.0108613],"study_design_scores_gemma":[0.0002186649,0.0001945207,0.0000337745,0.00007020248,0.00001391695,0.00006475299,0.000007029046,0.0002882851,0.9918737,0.004069877,0.003107231,0.000058046],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622982,0.0002847899,0.03543452,0.001112248,0.0006706265,0.00009252889,0.00001079969,0.00006106422,0.00003527167],"genre_scores_gemma":[0.9618839,0.0005414981,0.03736419,0.00001052591,0.0001740946,0.000005808459,0.000003714508,0.0000115137,0.000004748708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2324087,"threshold_uncertainty_score":0.2348378,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007295488","doi":"10.1504/ijmpt.2005.007729","title":"Process dependence of shotcrete for repairs","year":2005,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Shotcrete; Materials science; Toughness; Composite material; Penetration (warfare); Structural engineering; Metallurgy; Engineering","authors":[{"name":"Vivek Bindiganavile","is_ca":true},{"name":"Nemkumar Banthia","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009831928682708282,"gpt":0.2656183962918676,"spread":0.2557864676091594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000429339,0.00008854667,0.0002297518,0.0002806014,0.00001190044,0.00001952246,0.0002633732,0.00006202562,0.00007553795],"category_scores_gemma":[0.00018918,0.0000766849,0.00002276909,0.00006615802,0.00006207597,0.0001891481,0.00003141001,0.00004991933,0.000001552891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002581525,"about_ca_system_score_gemma":0.00002270217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.643466e-7,"about_ca_topic_score_gemma":2.199625e-7,"domain_scores_codex":[0.9991029,0.000007719359,0.0005645084,0.00008024436,0.0001421313,0.0001025219],"domain_scores_gemma":[0.9989765,0.00001853154,0.000266294,0.00007868017,0.0006467177,0.00001332201],"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":[0.0001131577,0.000004776909,0.00009922053,0.0001002276,0.0001256114,0.000003160158,0.00007613229,0.0004519127,0.9901896,0.003914528,0.0002713703,0.004650269],"study_design_scores_gemma":[0.0003636426,0.00008253577,0.00004659713,0.00007677739,0.00001136189,0.000156164,0.00003361761,0.00008564734,0.9917451,0.001389937,0.005935984,0.00007267666],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954994,0.0003001944,0.001746409,0.001196835,0.0009238447,0.000135757,0.00004026634,0.00004332445,0.0001139255],"genre_scores_gemma":[0.9948941,0.0001824333,0.00445056,0.0000216676,0.0004052051,0.000009419246,0.000004138414,0.00001270985,0.00001972867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005664614,"threshold_uncertainty_score":0.312712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3032346079","doi":"10.1504/ijmpt.2019.10024476","title":"Mechanical capabilities of semi-rigid thermoplastics ABS and PLA from 3D printing","year":2019,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Additive Manufacturing and 3D Printing Technologies","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":"Western University","funders":"","keywords":"Materials science; Ultimate tensile strength; Acrylonitrile butadiene styrene; Composite material; Polylactic acid; Bending; Shore durometer; Young's modulus; 3D printing; Tensile testing; Polymer","authors":[{"name":"Gustavo Adolfo Moreno Jiménez","is_ca":false},{"name":"Santiago Gómez Rosero","is_ca":true},{"name":"Diana Peralta-Zurita","is_ca":false},{"name":"Jaime Vinicio Molina Osejos","is_ca":true},{"name":"César Ayabaca","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006424112115697826,"gpt":0.2076551731463599,"spread":0.2012310610306621,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001945863,0.0001032433,0.0002538833,0.0001809504,0.0000128064,0.0000263154,0.0002328372,0.000106684,0.00007560196],"category_scores_gemma":[0.0002083779,0.00008436202,0.0000185986,0.00002925899,0.0001093633,0.00006828757,0.0001563519,0.0001595355,0.000003048485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001542145,"about_ca_system_score_gemma":0.00000816581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006785823,"about_ca_topic_score_gemma":7.338751e-7,"domain_scores_codex":[0.9993122,0.00001068506,0.0003508651,0.0001177872,0.0001106124,0.00009786463],"domain_scores_gemma":[0.9994833,0.00009708442,0.0001716106,0.0001151616,0.0001191399,0.00001374015],"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":[0.00008018574,0.00002629482,0.003423606,0.0001305731,0.0003368992,0.00001751496,0.0002108961,0.0003185724,0.9595789,0.01039575,0.00008800163,0.02539277],"study_design_scores_gemma":[0.0002443783,0.00006357557,0.002328946,0.0001500552,0.00001321939,0.0001182158,0.0001737743,0.0001010756,0.9741198,0.02146292,0.001133712,0.00009026428],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975738,0.0003346083,0.000479559,0.0004553442,0.0008873648,0.00005442183,0.00004497616,0.0000985873,0.00007133863],"genre_scores_gemma":[0.9952142,0.0003450866,0.004275326,0.000005549374,0.0001268903,0.000001430244,0.000001923513,0.00001227541,0.00001729079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0253025,"threshold_uncertainty_score":0.3440183,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524178420","doi":"","title":"Effects of aluminium and sulphur on resistance spot weldability of steels","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Weldability; Metallurgy; Materials science; Aluminium; Galvanization; Welding; Sulfur; Coating; Spot welding; Sheet metal; Composite material; Layer (electronics)","authors":[{"name":"Petr Pavlík","is_ca":true},{"name":"J. M. Dowling","is_ca":true},{"name":"H. W. Kerr","is_ca":true},{"name":"P. Niessen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003196855124650594,"gpt":0.2233566531663254,"spread":0.2201597980416748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003899916,0.00008406096,0.0003059637,0.0002561136,0.000008522515,0.000007254291,0.0001900942,0.00006611141,0.00000749654],"category_scores_gemma":[0.00035192,0.00007173743,0.00002590569,0.00006823472,0.0001129707,0.0000609178,0.00004584648,0.00008198595,2.323159e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000177406,"about_ca_system_score_gemma":0.000005084546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002211683,"about_ca_topic_score_gemma":0.000001234806,"domain_scores_codex":[0.9992626,0.00002809417,0.0004042455,0.0001004056,0.0001345667,0.0000701424],"domain_scores_gemma":[0.9993212,0.00009038392,0.000251435,0.0001276835,0.0001926883,0.00001657329],"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":[0.000119342,0.00003551046,0.0006422179,0.0002650779,0.0001232254,0.000005874575,0.00003425183,0.0002062193,0.9862807,0.00669317,0.0001108827,0.00548351],"study_design_scores_gemma":[0.0002301268,0.0001169739,0.001577261,0.0001672087,0.00002285416,0.00002522731,0.00000770759,0.00001496018,0.9850729,0.0116066,0.001102338,0.00005583929],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960604,0.0003913617,0.002455746,0.0006514321,0.0002895363,0.00006339423,0.000009916746,0.0000325966,0.00004557387],"genre_scores_gemma":[0.9917619,0.0004948255,0.007630848,0.000007602155,0.00008092466,0.000002186818,6.326609e-7,0.000009236722,0.00001184785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00542767,"threshold_uncertainty_score":0.2925367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2494103044","doi":"","title":"Total Quality Management: the way ahead","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Total quality management; Process management; Quality (philosophy); Quality audit; Quality management; Audit; Quality assurance; Quality policy; Business; Management philosophy; Process (computing); Management styles; Operations management; Engineering; Computer science; Management system; Management; Lean manufacturing; Accounting; Economics","authors":[{"name":"G. Pouskouleli","is_ca":true},{"name":"T.A. Wheat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0167936203852476,"gpt":0.2660548519756948,"spread":0.2492612315904472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001836831,0.0001082679,0.0001970752,0.000326297,0.00009066887,0.0002996946,0.0005539234,0.00004363313,0.000185067],"category_scores_gemma":[0.000205963,0.00007136513,0.00004154859,0.0001285936,0.0001274984,0.0004146786,0.0003598155,0.0001053729,0.00006149758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001322921,"about_ca_system_score_gemma":0.000003694363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003527367,"about_ca_topic_score_gemma":0.000005120093,"domain_scores_codex":[0.9988742,0.00003500004,0.0004901041,0.0001544863,0.0003058276,0.0001404078],"domain_scores_gemma":[0.9990748,0.00002796205,0.0004284794,0.0001884707,0.0002740135,0.000006294991],"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":[0.000148309,0.00007808589,0.001236029,0.0001092744,0.0001970266,0.00002017619,0.00003504912,0.00002191916,0.004364882,0.9318976,0.004006439,0.05788522],"study_design_scores_gemma":[0.001184678,0.00003966316,0.0226865,0.00009406541,0.00008679828,0.0001343501,0.000417409,0.00003561531,0.007172435,0.197395,0.770505,0.0002484797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144474,0.0001283535,0.001042253,0.07605211,0.002400877,0.0001452718,0.000003801264,0.00004707194,0.005732879],"genre_scores_gemma":[0.9963353,0.00006072218,0.0002831242,0.001242951,0.001807377,0.000005631973,0.000005019885,0.000008781233,0.0002511154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7664985,"threshold_uncertainty_score":0.2910185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384200709","doi":"10.1504/ijmpt.2023.132189","title":"Optimisation of low-weight cargo UAV with real-time controller by CAD design, FEM simulation and dynamic modelling","year":2023,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Aerospace Engineering and Control Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"CAD; Finite element method; Controller (irrigation); Engineering; Computer science; Simulation; Engineering drawing; Structural engineering","authors":[{"name":"Mbadiwe S. Benyeogor","is_ca":false},{"name":"Oladayo Olufemi Olakanmi","is_ca":false},{"name":"Kosisochukwu Pal Nnoli","is_ca":false},{"name":"Kehinde O. Odeyemi","is_ca":false},{"name":"Eric J.J. Gratton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005795660959002995,"gpt":0.2069205202004951,"spread":0.2011248592414921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002854468,0.0001028321,0.0002555393,0.000222958,0.00001743098,0.00002717155,0.00009234362,0.00007746725,0.000003694161],"category_scores_gemma":[0.00002476063,0.00008355311,0.00001417656,0.00008442708,0.00003306397,0.000100889,0.00001434591,0.00006535696,0.000001745069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002898981,"about_ca_system_score_gemma":0.000009756761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006998887,"about_ca_topic_score_gemma":3.388339e-7,"domain_scores_codex":[0.9993247,0.0000192858,0.0003187912,0.0000954104,0.0001424142,0.00009939071],"domain_scores_gemma":[0.99955,0.00004551939,0.0001497329,0.00006000008,0.0001727593,0.00002193184],"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":[0.000082532,0.00000427201,0.00003290334,0.00002619324,0.00009580581,0.000004257025,0.00005935469,0.6153737,0.3836133,0.00003824119,0.00006682315,0.0006026531],"study_design_scores_gemma":[0.001543005,0.0001587355,0.0001822874,0.0002429226,0.00004031595,0.0001172148,0.00005693139,0.843107,0.1537184,0.0003928451,0.0002630098,0.0001772814],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472109,0.0005187832,0.05129398,0.0003956661,0.0003337667,0.0001187817,0.00002256737,0.00009739559,0.000008126881],"genre_scores_gemma":[0.9980547,0.0005677476,0.00117753,0.000001829965,0.0001072714,0.000005683676,0.000007279171,0.00001971372,0.00005826094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2298949,"threshold_uncertainty_score":0.3407197,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309271038","doi":"10.1504/ijmpt.2023.10052217","title":"Determinants of innovation co-operation for manufacturing SMEs: evidence from a systematic review of the literature (1992-2015)","year":2022,"lang":"en","type":"review","venue":"International Journal of Materials and Product Technology","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université du Québec à Montréal","funders":"","keywords":"Systematic review; Business; Manufacturing engineering; Materials science; Engineering; MEDLINE; Political science","authors":[{"name":"Nabil Amara","is_ca":true},{"name":"Amélie Cloutier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03425072822906217,"gpt":0.3142658492678811,"spread":0.280015121038819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174525,0.0001444469,0.001005763,0.0001657202,0.00003541374,0.00002952035,0.0006234747,0.00008606219,0.0003921986],"category_scores_gemma":[0.0005438814,0.00008660158,0.00007742738,0.0001239163,0.00006702634,0.0001672982,0.0002375539,0.0001078,0.000002235556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001240002,"about_ca_system_score_gemma":0.00007036502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000111584,"about_ca_topic_score_gemma":0.000001544509,"domain_scores_codex":[0.9978819,0.00008628385,0.001572082,0.000171311,0.0002174921,0.00007090834],"domain_scores_gemma":[0.9967803,0.00008417585,0.002855005,0.0001992352,0.00007296093,0.000008301331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005742715,0.00007044459,0.0003114234,0.772557,0.0004253252,0.000009366208,0.0002497511,0.000007489793,0.001910422,0.0000786356,0.001316344,0.2230064],"study_design_scores_gemma":[0.0002137717,0.00007681232,0.0001611813,0.8105749,0.0005286699,0.0005647241,0.00002453882,0.000001440009,0.02958628,0.0005802577,0.1574535,0.0002338802],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02241974,0.9748768,0.00001815553,0.0005429922,0.001016436,0.0009227469,0.0001962846,0.000003395876,0.000003435201],"genre_scores_gemma":[0.003133436,0.9961129,0.0004949571,0.00004459142,0.00007197569,0.00007525903,0.00003356077,0.00001049351,0.00002277457],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2227725,"threshold_uncertainty_score":0.42943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595481809","doi":"10.1504/ijmpt.1998.036230","title":"Particle agglomeration and fracture in MA 956 and MMC friction joints","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Division of Materials Research","keywords":"Materials science; Economies of agglomeration; Welding; Particle (ecology); Alloy; Aluminium; Joint (building); Composite material; Metallurgy; Structural engineering; Geology","authors":[{"name":"Y. Zhai","is_ca":true},{"name":"C. Maldonado","is_ca":true},{"name":"T. H. North","is_ca":true},{"name":"Gabor Bendzsak","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005318395875784736,"gpt":0.2023256553784354,"spread":0.1970072595026507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002101082,0.00006659733,0.0001252796,0.0001483868,0.00001692189,0.00005594991,0.0000631837,0.00005627186,0.00001315166],"category_scores_gemma":[0.00006663006,0.00005547145,0.000005629964,0.00003611076,0.00004377949,0.0001770169,0.0000340806,0.00008358106,0.000001498444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001726268,"about_ca_system_score_gemma":0.000003476784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004348297,"about_ca_topic_score_gemma":0.000003615523,"domain_scores_codex":[0.9995278,0.00002004627,0.0002282849,0.00007894808,0.00007583714,0.00006913722],"domain_scores_gemma":[0.9997883,0.00001275381,0.00006486812,0.00004641324,0.00007052127,0.00001715661],"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":[0.00006189432,0.00001614312,0.01081936,0.00002908845,0.00004418721,0.0000106871,0.0002475392,0.0002908336,0.9708489,0.00101238,0.0001118086,0.01650714],"study_design_scores_gemma":[0.0006141703,0.000127555,0.02978297,0.00008627692,0.00001161011,0.0007375168,0.00005598519,0.001214449,0.9574523,0.004947494,0.004851916,0.0001177743],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947359,0.001168373,0.0003132041,0.003286845,0.0004035995,0.00004332478,0.00000159867,0.00002723652,0.00001990107],"genre_scores_gemma":[0.9984893,0.0005883766,0.0006885241,0.000043756,0.0001696159,0.000002283755,0.000001051125,0.000007640563,0.000009520766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01896361,"threshold_uncertainty_score":0.226206,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791833056","doi":"10.1504/ijmpt.2018.10010773","title":"Application and anti-bacterial performance evaluation of liquid glass coating","year":2018,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Materials science; Coating; Composite material; Process engineering; Engineering","authors":[{"name":"Rong Liu","is_ca":true},{"name":"Xiao Huang","is_ca":true},{"name":"Ayman Ibrahim","is_ca":true},{"name":"Bingjie Xiao","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01134868423930952,"gpt":0.2685828970972292,"spread":0.2572342128579197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007447554,0.00008091721,0.0001685015,0.0002139364,0.00002754505,0.00002926073,0.0001461067,0.00007971156,0.00002540616],"category_scores_gemma":[0.0001293193,0.00007231568,0.000009989308,0.00007314651,0.0001152554,0.0001430159,0.00003995082,0.000076213,0.000001685789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003013047,"about_ca_system_score_gemma":0.00002605513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001961211,"about_ca_topic_score_gemma":0.0000010372,"domain_scores_codex":[0.9991966,0.00002755267,0.0003789301,0.00009596939,0.0002256878,0.00007526055],"domain_scores_gemma":[0.9989094,0.00001143941,0.0002180887,0.00008766839,0.0007571445,0.00001629985],"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":[0.00004668855,0.000009897431,0.001323043,0.00001667725,0.00002730171,5.961151e-7,0.0001250036,0.00006092727,0.9940188,0.0001421448,0.00002866882,0.004200279],"study_design_scores_gemma":[0.0003787841,0.0001436042,0.006132982,0.0000773422,0.00002978106,0.0001642603,0.00001927408,0.0001418981,0.9922585,0.00006066556,0.000528064,0.00006485062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979297,0.0001221059,0.0001598649,0.0003121016,0.001316831,0.000104331,0.00001087575,0.0000324508,0.00001176996],"genre_scores_gemma":[0.9980356,0.0001240016,0.001194406,0.000003899527,0.0006175176,0.000005890852,0.000005805553,0.00001114066,0.000001731958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004809939,"threshold_uncertainty_score":0.2948948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3153129429","doi":"","title":"Nanoscale material design and processing by electron beam energy","year":2001,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Nanoscopic scale; Materials science; Materials processing; Cathode ray; Energy (signal processing); Electron; Nanotechnology; Beam (structure); Engineering physics; Mechanical engineering; Process engineering; Engineering; Structural engineering; Nuclear physics; Physics","authors":[{"name":"Shun Tanaka","is_ca":true},{"name":"Bing Xu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007076093956541641,"gpt":0.2626514336357922,"spread":0.2555753396792506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006206502,0.0001773684,0.0003177966,0.0002720582,0.00008415313,0.0002308956,0.0003943202,0.0001297249,0.0002002035],"category_scores_gemma":[0.00006251679,0.0001442659,0.000020118,0.00009577677,0.0001907094,0.0003129402,0.0001036646,0.000106245,0.000002384343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005177353,"about_ca_system_score_gemma":0.00006459626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001985873,"about_ca_topic_score_gemma":0.000001601441,"domain_scores_codex":[0.9986272,0.00007122357,0.0004947198,0.0002772813,0.0002455569,0.000284048],"domain_scores_gemma":[0.9991569,0.00001782908,0.0004102566,0.000113175,0.0002505012,0.0000513349],"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":[0.0004442623,0.00005963672,0.00006876035,0.000008282645,0.00001757378,0.00002913062,0.00002496508,9.088321e-7,0.9914449,0.001111346,0.001879794,0.004910423],"study_design_scores_gemma":[0.0003274987,0.0005076966,0.000028345,0.00005084985,0.00001557775,0.001646432,0.00001237938,0.000002972388,0.9705624,0.007907021,0.0187961,0.000142711],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862481,0.002001649,0.006502447,0.004352805,0.000633228,0.00009884153,0.00001542291,0.0001055802,0.00004194118],"genre_scores_gemma":[0.9892317,0.002332814,0.007659446,0.0001622234,0.0004219508,0.00001268541,0.000006307755,0.0000214683,0.0001514207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0208825,"threshold_uncertainty_score":0.5882991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1612641639","doi":"10.1504/ijmpt.1988.036706","title":"The potential consequences of high temperature superconductivity for Canadian industry","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Inorganic Fluorides and Related Compounds","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Bell (Canada); Carleton University","funders":"","keywords":"Microelectronics; Exploit; Product (mathematics); High-temperature superconductivity; Power transmission; Superconductivity; Industrial organization; Telecommunications; Engineering physics; Engineering; Business; Electrical engineering; Power (physics); Computer science; Computer security; Condensed matter physics; Physics","authors":[{"name":"Antonio J. Bailetti","is_ca":true},{"name":"John R. Callahan","is_ca":true},{"name":"Janet Elliott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005662956596919816,"gpt":0.2185680193345665,"spread":0.2129050627376467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003446329,0.0000744917,0.0001622309,0.00009835118,0.0001011201,0.00005459102,0.0003507216,0.0002596301,0.00009101476],"category_scores_gemma":[0.000244335,0.00004725401,0.00002842448,0.00003630124,0.0002575289,0.00006245256,0.00003477678,0.0002543892,4.691732e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003043309,"about_ca_system_score_gemma":0.0001559733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001012,"about_ca_topic_score_gemma":0.0001429653,"domain_scores_codex":[0.99936,0.00001615507,0.0002992924,0.00009530123,0.0001103219,0.0001189779],"domain_scores_gemma":[0.9991705,0.00003969447,0.0002112844,0.0001040097,0.0004418983,0.00003261949],"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":[0.00006653623,0.00001003566,0.0001491613,0.00001540616,0.0001217161,0.000006846472,0.00001474988,0.000006906343,0.9826755,0.0146704,0.000418109,0.001844664],"study_design_scores_gemma":[0.0003184399,0.00004311986,0.00008325337,0.00005209172,0.00002029034,0.0007999674,0.0001045417,0.000001379891,0.9710516,0.01847618,0.008994235,0.00005495466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786163,0.000346511,0.000004739177,0.01925197,0.001638435,0.00003164131,0.00005545147,0.000006841938,0.00004813385],"genre_scores_gemma":[0.9988483,0.0001807939,0.0002045159,0.00002683833,0.0005893524,0.000002185543,0.000004660852,0.000006680195,0.0001366894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02023201,"threshold_uncertainty_score":0.2002505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1901268610","doi":"","title":"Microstructures and HAZ cracking of EB welded Incoloy 903","year":2014,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Incoloy; Materials science; Grain boundary; Metallurgy; Carbide; Microstructure; Liquation; Welding; Heat-affected zone; Superalloy; Inconel; Alloy","authors":[{"name":"M.C. Chaturvedi","is_ca":true},{"name":"N.L. Richards","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007503346856761986,"gpt":0.2648681682277415,"spread":0.2573648213709795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009014221,0.0001039938,0.0003018169,0.0002527553,0.00004561944,0.00007188519,0.0003548988,0.00008084798,0.0002819989],"category_scores_gemma":[0.0002601601,0.00008071746,0.00002549183,0.00005365683,0.000231775,0.0001309081,0.0001890456,0.0000774826,0.000003617292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001020717,"about_ca_system_score_gemma":0.00002130893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006956273,"about_ca_topic_score_gemma":0.000001498341,"domain_scores_codex":[0.998867,0.00007339634,0.0005500858,0.0001622048,0.0002305613,0.0001167774],"domain_scores_gemma":[0.9989746,0.0000334984,0.0005402375,0.0001200846,0.0003019349,0.00002964385],"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":[0.0000799824,0.00002408265,0.002766553,0.00001674153,0.00001207205,0.000006718615,0.00006071011,0.000001763931,0.9880279,0.001909802,0.0001378223,0.00695583],"study_design_scores_gemma":[0.0004176295,0.0001355201,0.00144978,0.00006749031,0.00002449946,0.0004123687,0.00004541542,0.000001250536,0.9866161,0.006996654,0.003754774,0.0000784572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960581,0.0004234192,0.0001395178,0.001645788,0.001601801,0.00006767971,0.00002194209,0.00001517669,0.00002657265],"genre_scores_gemma":[0.9952956,0.0001708857,0.004177005,0.00006465528,0.0002490561,0.000002238085,0.000001923472,0.00000830699,0.00003034189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006877373,"threshold_uncertainty_score":0.3291562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229866258","doi":"10.1504/ijmpt.2018.092075","title":"Application and anti-bacterial performance evaluation of liquid glass coating","year":2018,"lang":"en","type":"article","venue":"International Journal of Materials and Product Technology","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Coating; Materials science; Brass; Composite material; Curing (chemistry); Nickel; Metallurgy; Substrate (aquarium); Deposition (geology); Chemical engineering; Copper","authors":[{"name":"Bingjie Xiao","is_ca":true},{"name":"Ayman Ibrahim","is_ca":true},{"name":"Xiao Huang","is_ca":true},{"name":"Rong Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01134868423930952,"gpt":0.2685828970972292,"spread":0.2572342128579197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007447554,0.00008091721,0.0001685015,0.0002139364,0.00002754505,0.00002926073,0.0001461067,0.00007971156,0.00002540616],"category_scores_gemma":[0.0001293193,0.00007231568,0.000009989308,0.00007314651,0.0001152554,0.0001430159,0.00003995082,0.000076213,0.000001685789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003013047,"about_ca_system_score_gemma":0.00002605513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001961211,"about_ca_topic_score_gemma":0.0000010372,"domain_scores_codex":[0.9991966,0.00002755267,0.0003789301,0.00009596939,0.0002256878,0.00007526055],"domain_scores_gemma":[0.9989094,0.00001143941,0.0002180887,0.00008766839,0.0007571445,0.00001629985],"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":[0.00004668855,0.000009897431,0.001323043,0.00001667725,0.00002730171,5.961151e-7,0.0001250036,0.00006092727,0.9940188,0.0001421448,0.00002866882,0.004200279],"study_design_scores_gemma":[0.0003787841,0.0001436042,0.006132982,0.0000773422,0.00002978106,0.0001642603,0.00001927408,0.0001418981,0.9922585,0.00006066556,0.000528064,0.00006485062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979297,0.0001221059,0.0001598649,0.0003121016,0.001316831,0.000104331,0.00001087575,0.0000324508,0.00001176996],"genre_scores_gemma":[0.9980356,0.0001240016,0.001194406,0.000003899527,0.0006175176,0.000005890852,0.000005805553,0.00001114066,0.000001731958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004809939,"threshold_uncertainty_score":0.2948948,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}