{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":82,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":82,"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":"4ec5ad73711e","filters":{"venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)"}},"results":[{"id":"W2346069715","doi":"","title":"Navigating Towards Shared Responsibility in Research and Innovation: Approach, Process and Results of the Res-AGorA Project","year":2016,"lang":"en","type":"book","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Agora; Stakeholder; Responsible Research and Innovation; Stakeholder engagement; Process (computing); Process management; Knowledge management; Conceptual framework; Business; Political science; Engineering; Engineering ethics; Sociology; Computer science; Public relations","authors":[{"name":"Ralf Lindner","is_ca":false},{"name":"Stefan Kuhlmann","is_ca":true},{"name":"Sally Randles","is_ca":false},{"name":"Bjørn Bedsted","is_ca":false},{"name":"Guido Gorgoni","is_ca":false},{"name":"Erich Grießler","is_ca":false},{"name":"Allison Marie Loconto","is_ca":false},{"name":"Neils Mejlgaard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.298468194407785,"gpt":0.5119316502339162,"spread":0.2134634558261311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.04128351,0.001073158,0.001764804,0.002613995,0.001732446,0.0008758293,0.004167079,0.00284651,0.0001591296],"category_scores_gemma":[0.03052615,0.00082602,0.0002347531,0.009992504,0.007012027,0.001336163,0.002926095,0.007356639,0.00002579714],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785414,"about_ca_system_score_gemma":0.01185763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004066731,"about_ca_topic_score_gemma":0.001420828,"domain_scores_codex":[0.9793214,0.004685751,0.00355132,0.003234096,0.006534951,0.002672484],"domain_scores_gemma":[0.9836314,0.004427639,0.001614911,0.003150284,0.006663743,0.0005120705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007973802,0.002836685,0.01309675,0.009454686,0.0005941849,0.0001734988,0.1537578,0.000006964558,0.0009338335,0.1735903,0.4818651,0.1557164],"study_design_scores_gemma":[0.005018197,0.001235935,0.008397822,0.008454782,0.00006188814,0.00004108681,0.01183433,0.0002085218,0.001324828,0.1406231,0.8201777,0.002621751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08000468,0.001938375,0.00006807967,0.04083136,0.000672142,0.0154953,0.002084586,0.0006904251,0.858215],"genre_scores_gemma":[0.4248412,0.002474743,0.00477767,0.0006385229,0.002717757,0.003294393,0.0006599854,0.000689349,0.5599064],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3448365,"threshold_uncertainty_score":0.9995672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2594565554","doi":"10.5281/zenodo.495155","title":"Production Scheduling in Complex Job Shops from an Industrie 4.0 Perspective: A Review and Challenges in the Semiconductor Industry","year":2017,"lang":"en","type":"review","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Infineon Technologies (Canada)","funders":"European Commission","keywords":"Perspective (graphical); Semiconductor industry; Industry 4.0; Production (economics); Business; Computer science; Engineering; Operations management; Manufacturing engineering; Economics; Artificial intelligence; Microeconomics","authors":[{"name":"Bernd Waschneck","is_ca":false},{"name":"Thomas Bauernhansl","is_ca":false},{"name":"Thomas Altenmüller","is_ca":true},{"name":"Andreas Kyek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2536992063619067,"gpt":0.3784600709602557,"spread":0.124760864598349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002995862,0.001805753,0.004045769,0.001375186,0.0004329721,0.000705019,0.002536034,0.003224796,0.0005524125],"category_scores_gemma":[0.001920525,0.001530653,0.0004207098,0.001813904,0.0003598707,0.001448806,0.0003655907,0.008035129,0.0001509023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008386915,"about_ca_system_score_gemma":0.0006399559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003951776,"about_ca_topic_score_gemma":0.0003766895,"domain_scores_codex":[0.9917931,0.001303221,0.002185981,0.002329566,0.0009560949,0.001432067],"domain_scores_gemma":[0.9945657,0.0005345127,0.0007603556,0.003110982,0.0004775827,0.0005508997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000265493,0.000793998,0.0003232453,0.03676143,0.0008392675,0.0001422108,0.006389291,0.001864409,0.000004717183,0.001098239,0.006439921,0.9453167],"study_design_scores_gemma":[0.0009056089,0.0001028788,0.0004622402,0.0236119,0.0008611586,0.0001881845,0.002792681,0.003181654,0.000002873317,0.0002331939,0.9654692,0.002188432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006036023,0.9846718,0.00004495185,0.007499053,0.001085189,0.003251223,0.0002650711,0.000492047,0.002087069],"genre_scores_gemma":[0.0003610078,0.9919651,0.003078895,0.0004832286,0.001813446,0.0008937302,0.0007626373,0.0003812585,0.0002606691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9590293,"threshold_uncertainty_score":0.9994687,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6884679137","doi":"10.11586/2021027","title":"Good practices in mission-oriented innovation strategies and their implementation","year":2021,"lang":"en","type":"article","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Innovation, Technology, and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Work (physics); Corporate governance; Citizen journalism; Politics; Democracy; Good governance; Best practice","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04778156193157497,"gpt":0.3801771059362483,"spread":0.3323955440046733,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003296829,0.0004922019,0.0005880858,0.0007933169,0.001365106,0.0008435397,0.0005772345,0.0008790413,0.001088101],"category_scores_gemma":[0.002224083,0.0004866621,0.0001142227,0.006713091,0.000578007,0.003282106,0.0002708294,0.001069358,0.00003598267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004301552,"about_ca_system_score_gemma":0.002184818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003152396,"about_ca_topic_score_gemma":0.006774019,"domain_scores_codex":[0.9949399,0.0007372886,0.00123445,0.001078445,0.0008559074,0.001153991],"domain_scores_gemma":[0.9954726,0.0005700184,0.001009307,0.0006959802,0.002048764,0.0002033508],"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":[0.0000582229,0.000646958,0.04317771,0.0001405275,0.0001541588,0.00002374889,0.06446087,0.00001285344,0.00622526,0.8471262,0.01286406,0.02510948],"study_design_scores_gemma":[0.001857367,0.0001546637,0.02480401,0.00008533596,0.00003317133,0.00001285677,0.3646289,0.0003113049,0.005180786,0.02802333,0.574101,0.0008073306],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160706,0.0009030853,0.002502309,0.04564584,0.001126505,0.001118451,0.00007235425,0.0006252158,0.03193568],"genre_scores_gemma":[0.9914423,0.0009242664,0.00232373,0.001902266,0.0005417576,0.0001138767,0.0005201353,0.00006188351,0.002169775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8191028,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018799594","doi":"","title":"Electricity costs of energy intensive industries: An international comparison. For the German Ministry of Economic Affairs and Energy","year":2015,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electricity; Tariff; Renewable energy; German; Feed-in tariff; German government; Production (economics); Electricity generation; Energy subsidies; Electricity retailing","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0309729425473611,"gpt":0.3061788619187826,"spread":0.2752059193714215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001661493,0.002069385,0.003515381,0.002660431,0.0002761241,0.000330827,0.004179268,0.00283346,0.002649795],"category_scores_gemma":[0.001392449,0.001860329,0.0006031763,0.001393004,0.002017302,0.0006943675,0.001122379,0.001555998,0.0001606069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283587,"about_ca_system_score_gemma":0.002614188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008338233,"about_ca_topic_score_gemma":0.005575595,"domain_scores_codex":[0.9903643,0.0007086312,0.002965289,0.002394999,0.001734204,0.001832607],"domain_scores_gemma":[0.9861819,0.001630425,0.004445523,0.003172611,0.003442743,0.001126784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001077733,0.0007162623,0.0007924794,0.0001866429,0.002382407,0.000008864642,0.000909384,0.000078347,0.0003625827,0.03316823,0.953225,0.007092125],"study_design_scores_gemma":[0.00373014,0.0011088,0.0001648415,0.0004272392,0.0006119109,0.00006086363,0.002492918,0.006971177,0.00357099,0.001078983,0.9780368,0.001745386],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01570795,0.02289123,0.008467026,0.007250295,0.0133213,0.006558892,0.07531051,0.002708137,0.8477846],"genre_scores_gemma":[0.7026707,0.002843446,0.001399174,0.001446155,0.005359166,0.001285959,0.01510254,0.00506082,0.264832],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6869627,"threshold_uncertainty_score":0.9992048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2516547944","doi":"","title":"Multi-sensor maritime monitoring for the Canadian Arctic: Case studies","year":2016,"lang":"en","type":"article","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Automatic Identification System; Computer science; Modular design; Real-time computing; Arctic; Sensor fusion; Satellite; Key (lock); Radar tracker; Domain (mathematical analysis); Remote sensing; Systems engineering; Telecommunications; Computer security; Geography; Engineering; Artificial intelligence; Aerospace engineering","authors":[{"name":"Giulia Battistello","is_ca":false},{"name":"Javier González","is_ca":false},{"name":"Martin Ulmke","is_ca":false},{"name":"Wolfgang Koch","is_ca":false},{"name":"Camilla Mohrdieck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05056533944865161,"gpt":0.2934240992243204,"spread":0.2428587597756688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001328974,0.0009104028,0.0008705552,0.0005767211,0.001559817,0.0003927426,0.0009666992,0.0006456876,0.001048588],"category_scores_gemma":[0.001574205,0.0006393804,0.0004426717,0.0008370658,0.000392714,0.0007343364,0.0002026161,0.0008734073,0.0007860436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001432573,"about_ca_system_score_gemma":0.0003690793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01383681,"about_ca_topic_score_gemma":0.052402,"domain_scores_codex":[0.9950365,0.0001781799,0.00113149,0.0009533164,0.0006881752,0.002012276],"domain_scores_gemma":[0.9936748,0.002226932,0.0001610636,0.001491088,0.00131118,0.001135003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006504667,0.001154697,0.04832409,0.004505822,0.008787039,0.004237511,0.01508797,0.005666833,0.01207304,0.02143638,0.3254935,0.5525827],"study_design_scores_gemma":[0.005437831,0.0002140253,0.009118163,0.0005283318,0.0003513454,0.001125548,0.002069705,0.02184918,0.004768759,0.0008844408,0.9512536,0.002399064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3181855,0.05511032,0.1598797,0.2791279,0.06895474,0.03628382,0.01191297,0.01877934,0.0517657],"genre_scores_gemma":[0.9736408,0.001123875,0.009560964,0.000880847,0.001827558,0.0009861819,0.00005785953,0.0003204845,0.01160144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6554553,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620616604","doi":"","title":"Predicting the quality of processed speech by combining modulation-based features and model trees.","year":2016,"lang":"en","type":"article","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Speech Recognition and Synthesis","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Institut National de la Recherche Scientifique","funders":"","keywords":"Computer science; Quality (philosophy); Speech recognition; Modulation (music); Artificial intelligence; Pattern recognition (psychology); Acoustics","authors":[{"name":"Benjamin Cauchi","is_ca":false},{"name":"João Felipe Santos","is_ca":true},{"name":"Kai Siedenburg","is_ca":true},{"name":"Tiago H. Falk","is_ca":true},{"name":"Patrick A. Naylor","is_ca":false},{"name":"Simon Doclo","is_ca":false},{"name":"Stefan Goetze","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03210785264559545,"gpt":0.2759148809231232,"spread":0.2438070282775278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002492168,0.000652695,0.0008622905,0.0004435097,0.0005954794,0.0004862762,0.002069364,0.0004652473,0.0001867287],"category_scores_gemma":[0.001827016,0.0004273213,0.0002827428,0.001223035,0.0004564584,0.001634908,0.0004399786,0.0005630545,0.00004954682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001236827,"about_ca_system_score_gemma":0.0004493528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002530572,"about_ca_topic_score_gemma":0.0001133844,"domain_scores_codex":[0.9942329,0.0005695429,0.001329838,0.001329801,0.001548045,0.0009899081],"domain_scores_gemma":[0.9935366,0.002519688,0.0008321519,0.001698282,0.0009457835,0.0004675141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005282126,0.002249047,0.0339063,0.0008066383,0.0005737186,0.00001852002,0.005596084,0.0009607351,0.09464727,0.03996323,0.04910786,0.7716424],"study_design_scores_gemma":[0.00743222,0.0005306102,0.05334367,0.0007253983,0.000126393,0.00005599995,0.0007179053,0.7510735,0.1533577,0.02167123,0.00852504,0.002440403],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4716694,0.0009683659,0.4764511,0.03893754,0.0006110342,0.001659756,0.0003321743,0.001159006,0.008211663],"genre_scores_gemma":[0.9740899,0.0001026282,0.02205961,0.001762344,0.0001378753,0.0001482227,0.00003708707,0.00007231443,0.001590011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.769202,"threshold_uncertainty_score":0.9998178,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157056474","doi":"10.1109/tmag.2015.2470640","title":"Erratum to “A Simple Phenomenological Model for Magnetic Shape Memory Actuators”","year":2015,"lang":"en","type":"erratum","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":1,"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":"Phenomenological model; Simple (philosophy); Actuator; Computer science; Condensed matter physics; Physics; Artificial intelligence","authors":[{"name":"Johannes Ziske","is_ca":false},{"name":"Fabian Ehle","is_ca":false},{"name":"Holger Neubert","is_ca":false},{"name":"Aaron D. Price","is_ca":true},{"name":"Jens Lienig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05451127518710549,"gpt":0.2931619514365822,"spread":0.2386506762494768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004048241,0.003378292,0.003989309,0.00221894,0.001545851,0.001772597,0.006876695,0.004453322,0.0138082],"category_scores_gemma":[0.002791074,0.003258143,0.001295589,0.002456787,0.0008523676,0.002167521,0.001714118,0.004221829,0.01009412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699669,"about_ca_system_score_gemma":0.004396655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001301087,"about_ca_topic_score_gemma":0.0003195683,"domain_scores_codex":[0.9818833,0.0007512119,0.003783684,0.004534159,0.003780962,0.005266639],"domain_scores_gemma":[0.9864498,0.0009179558,0.001224689,0.004763014,0.003087385,0.003557115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004652308,0.0008779159,0.000005553028,0.0008321612,0.0001465088,0.00003371348,0.004184117,0.001626087,0.002507295,0.001370199,0.9830014,0.004949874],"study_design_scores_gemma":[0.002971959,0.00177273,0.00004403071,0.000307237,0.0005446036,0.00006322539,0.0009629171,0.1095863,0.0009288436,0.01133717,0.8674834,0.003997521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03100254,0.01086359,0.1219188,0.04393322,0.1358857,0.03558879,0.02915423,0.01144847,0.5802047],"genre_scores_gemma":[0.058863,0.000857133,0.05427932,0.02463987,0.01767937,0.01336819,0.01740438,0.002878268,0.8100305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2298258,"threshold_uncertainty_score":0.999754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6986371607","doi":"","title":"Performance and safety analysis of charge reduced brine to water heat pumps using R290","year":2023,"lang":"en","type":"article","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Refrigeration and Air Conditioning Technologies","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":"Refrigerant; Brine; Thermal; Charge (physics); Component (thermodynamics); Propane; Heat pump; Thermal efficiency","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01780564019169016,"gpt":0.2386269324534216,"spread":0.2208212922617315,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007211745,0.0005893271,0.001036666,0.002652448,0.0004071468,0.000202507,0.0006254604,0.0004254107,0.001092051],"category_scores_gemma":[0.0001496231,0.000520853,0.0002667665,0.004289987,0.0001656982,0.0006841847,0.0003953225,0.0005524203,0.0004678967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855817,"about_ca_system_score_gemma":0.00005206642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094626,"about_ca_topic_score_gemma":0.00002588069,"domain_scores_codex":[0.9963306,0.00007637279,0.00105423,0.0007844964,0.0006191564,0.001135152],"domain_scores_gemma":[0.9980425,0.0001197671,0.00008582276,0.001100904,0.0002924347,0.0003586203],"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":[0.0002814043,0.0003357315,0.02363541,0.001244412,0.004258223,0.00005681931,0.006419673,0.3407328,0.563935,0.002658019,0.03289949,0.02354303],"study_design_scores_gemma":[0.001101768,0.0002257578,0.04266867,0.0001822193,0.0004813323,0.00001890342,0.0003354656,0.6582139,0.2183093,0.0001270283,0.07700525,0.001330421],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893131,0.0001123151,0.001679418,0.002909407,0.0005302969,0.000569845,0.0002068053,0.002165852,0.002512936],"genre_scores_gemma":[0.9952025,0.0005911032,0.001313207,0.0002655218,0.0001502631,0.00009301448,0.0005970044,0.0001188907,0.001668451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3456256,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3140536828","doi":"","title":"Improving HV battery efficiency by smart control systems","year":2015,"lang":"en","type":"article","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Advanced Battery Technologies Research","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":"Infineon Technologies (Canada)","funders":"","keywords":"Computer science; Battery (electricity); Control (management); Engineering; Artificial intelligence; Power (physics)","authors":[{"name":"Eric Armengaud","is_ca":false},{"name":"Georg Macher","is_ca":false},{"name":"Can Kurtulus","is_ca":false},{"name":"Riccardo Groppo","is_ca":false},{"name":"Sven Haase","is_ca":false},{"name":"Günter Hofer","is_ca":false},{"name":"Alexander Otto","is_ca":false},{"name":"Holger Schmidt","is_ca":true},{"name":"Slawomir Stankiewicz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01583991515903585,"gpt":0.2339251967903465,"spread":0.2180852816313106,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001890822,0.001466385,0.001637867,0.001304743,0.0004556311,0.0008330807,0.003143282,0.001306994,0.0003941737],"category_scores_gemma":[0.001516824,0.001455308,0.0003567552,0.002315999,0.0005698337,0.001754824,0.000792709,0.002799689,0.002568679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137574,"about_ca_system_score_gemma":0.0003615622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003470566,"about_ca_topic_score_gemma":0.00002410929,"domain_scores_codex":[0.99023,0.0003589668,0.001781246,0.001789468,0.002257862,0.003582406],"domain_scores_gemma":[0.9934831,0.0007626556,0.0003411419,0.002976579,0.0009581331,0.001478347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003846697,0.001191229,0.007756202,0.001764478,0.0008599836,0.0003438366,0.001172569,0.06750143,0.05135232,0.002207353,0.8204324,0.04503348],"study_design_scores_gemma":[0.00655619,0.0009309559,0.0004093056,0.0002454508,0.0001183121,0.0001750431,0.001628193,0.3166476,0.01285175,0.0005027379,0.6566104,0.003324032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2650452,0.02025286,0.624045,0.008990343,0.01165792,0.00723988,0.001481156,0.01924684,0.04204087],"genre_scores_gemma":[0.9905693,0.0002448645,0.001599895,0.0007934248,0.0007438827,0.0009148678,0.0002430447,0.0005438016,0.004346913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7255241,"threshold_uncertainty_score":0.9999895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7008408195","doi":"","title":"Bridging the gap between infrastructure based V2I and decentralized V2V communication: Keynote at the 8th Workshop on User Mobility and Vehicular Networks (ON-MOVE), 39th IEEE Conference on Local Computer Networks (LCN), Edmonton, 8-11 September 2014","year":2014,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Software deployment; Bridging (networking); Wireless; Base station; Backward compatibility; Vehicular communication systems; Vehicular ad hoc network; User equipment; Intelligent transportation system; Cellular network","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01725078512773824,"gpt":0.2561094007606194,"spread":0.2388586156328812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.005425003,0.004453938,0.004189101,0.001029167,0.002553767,0.002152093,0.005228519,0.004648681,0.006546141],"category_scores_gemma":[0.0003793764,0.003114612,0.00102252,0.00188131,0.004734673,0.0005133639,0.002220406,0.008773559,0.002025169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357359,"about_ca_system_score_gemma":0.0005519397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008048272,"about_ca_topic_score_gemma":0.00271769,"domain_scores_codex":[0.9783784,0.006746386,0.002802467,0.004752509,0.003259042,0.004061171],"domain_scores_gemma":[0.9773821,0.006343283,0.002888999,0.01046217,0.0009690789,0.001954373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001049369,0.0004426634,0.004419187,0.0002377033,0.001050916,0.00002360031,0.0003101786,0.08892985,0.00000676214,0.001302885,0.8874031,0.01482376],"study_design_scores_gemma":[0.005187695,0.0003885039,0.01568183,0.00246796,0.0007508343,0.00003400854,0.00006867538,0.2543249,0.00003792428,0.0002443931,0.7179482,0.002865106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04573569,0.03442192,0.6337788,0.05897269,0.01207751,0.04573163,0.008319319,0.01024015,0.1507223],"genre_scores_gemma":[0.8222934,0.008567717,0.003473831,0.04118517,0.01409987,0.002416369,0.01087138,0.009945541,0.08714671],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7765577,"threshold_uncertainty_score":0.9988838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7038676116","doi":"","title":"Integrating Wind and Solar - The German Experience: Presentation held at Alberta Art Gallery, Oktober 2013, Edmonton","year":2013,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"German; Presentation (obstetrics); Interpretation (philosophy); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01011921600089304,"gpt":0.2512929151540331,"spread":0.24117369915314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000502986,0.001317685,0.0009788718,0.0003330867,0.0005969577,0.0003501344,0.001327008,0.002299997,0.007820264],"category_scores_gemma":[0.0003257034,0.0009915546,0.0003884751,0.0002791099,0.000869506,0.00007368752,0.00112923,0.001176739,0.001611666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009605301,"about_ca_system_score_gemma":0.0001971001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003460618,"about_ca_topic_score_gemma":0.005144376,"domain_scores_codex":[0.9946299,0.0005402978,0.0009680894,0.001964552,0.0005340591,0.00136313],"domain_scores_gemma":[0.9961491,0.0002450875,0.0008080687,0.002033652,0.000242663,0.0005214449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001287125,0.000194078,0.004118378,0.0001317359,0.000520555,0.000008942117,0.001348124,0.000003736415,0.001785804,0.0002037188,0.9857756,0.005780591],"study_design_scores_gemma":[0.0009344221,0.0003061491,0.0005074462,0.0001653703,0.0001052338,0.0000693797,0.0003595385,0.0001721016,0.002203295,0.00006664231,0.9939331,0.001177277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03706125,0.007697851,0.0008889255,0.00909565,0.002410656,0.003839944,0.0002643241,0.0002500124,0.9384914],"genre_scores_gemma":[0.1451546,0.003145097,0.0007903565,0.003325476,0.003199898,0.0008030733,0.002942395,0.0006530373,0.839986],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1080934,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6996159857","doi":"","title":"Relating the N-shaped polarization curve of a PEM fuel cell to local oxygen starvation & hydrogen evolution: Presentation held at Hydrogen and Fuel Cell Conference 2013, Vancouver, Canada, 16.06.2013-19.06.2013","year":2013,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydrogen; Fuel cells; Proton exchange membrane fuel cell; Oxygen; Polarization (electrochemistry)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01637739427022081,"gpt":0.2266272404643952,"spread":0.2102498461941744,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0023994,0.003327079,0.003036025,0.00254255,0.00121462,0.0006436752,0.003284136,0.003108601,0.01192293],"category_scores_gemma":[0.0007746384,0.003187898,0.000661496,0.003902375,0.001062462,0.001972729,0.002173955,0.00285434,0.007650552],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00480159,"about_ca_system_score_gemma":0.004198355,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.669026,"about_ca_topic_score_gemma":0.8478764,"domain_scores_codex":[0.9810673,0.002317995,0.003930608,0.004143725,0.0050839,0.003456492],"domain_scores_gemma":[0.9839568,0.001161644,0.005140057,0.004476298,0.002872926,0.002392241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002915587,0.0006501511,0.005934288,0.002572437,0.000597389,0.00001314128,0.002636286,0.002045794,0.006718409,0.0004472493,0.9779045,0.0001887833],"study_design_scores_gemma":[0.004221832,0.0004020761,0.001585048,0.0007055773,0.0008096162,0.00003630511,0.001887822,0.02272991,0.001311476,0.0009395258,0.9617441,0.003626674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09895895,0.08417793,0.07765181,0.02400997,0.01130611,0.06363779,0.03675472,0.006774088,0.5967286],"genre_scores_gemma":[0.3213378,0.002406501,0.002654064,0.001368537,0.001582959,0.001466858,0.01187388,0.003416904,0.6538925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2223788,"threshold_uncertainty_score":0.9994461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024730871","doi":"","title":"SolACES - Auto-calibrating EUV/UV spectrometers for measurements onboard the International Space Station (ISS): Presentation held at the 37th COSPAR Scientific Assembly, 13-20 July 2008, Montréal, Canada","year":2008,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Spectrometer; Irradiance; International Space Station; Solar irradiance; Committee on Space Research; Extreme ultraviolet lithography; Imaging spectrometer; Satellite; Radiometry; Filter (signal processing); Field of view","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03713747706289082,"gpt":0.2599704745342628,"spread":0.222832997471372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004342959,0.002806572,0.002091696,0.002107629,0.004029789,0.003361173,0.00578349,0.001385231,0.004757227],"category_scores_gemma":[0.002315561,0.00217188,0.0009821918,0.003399156,0.001405707,0.001758615,0.001365781,0.002577757,0.002643707],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00545165,"about_ca_system_score_gemma":0.005229464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2681896,"about_ca_topic_score_gemma":0.7660009,"domain_scores_codex":[0.978848,0.001597775,0.002764583,0.003988043,0.009168928,0.003632638],"domain_scores_gemma":[0.9865384,0.00191614,0.004179511,0.004040146,0.002198559,0.001127227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005404062,0.0004713523,0.0009326455,0.0002672477,0.001859243,0.00003136717,0.001341049,0.0013768,0.007436465,0.0002635263,0.9847135,0.0007663858],"study_design_scores_gemma":[0.00354001,0.0002839277,0.0007405788,0.0004716849,0.0005709196,0.00006445116,0.0009598008,0.01160152,0.006669523,0.0001457567,0.9726728,0.002279024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03497098,0.02933709,0.01403074,0.1425211,0.0752117,0.05883861,0.0780454,0.008385896,0.5586585],"genre_scores_gemma":[0.01326531,0.0009696716,0.005253534,0.003173491,0.005000224,0.003537726,0.02131833,0.004830122,0.9426516],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4978113,"threshold_uncertainty_score":0.9999112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7046760826","doi":"","title":"Effects of ionomer gradients in cathode catalyst layers: Presentation held at Canada-Germany Workshop \"Quality Control for Fuel Cell Catalyst Layers\", Freiburg, Germany, 12.09.2019-13.09.2019","year":2019,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; Liquation; TSG101; Dysgeusia; Triacetin; Fusible alloy; Emperipolesis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01256860650742565,"gpt":0.2562833320744745,"spread":0.2437147255670488,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001299463,0.002040433,0.003495914,0.001819545,0.0003230092,0.0001841216,0.002381223,0.001846026,0.001213241],"category_scores_gemma":[0.0003266128,0.002122382,0.0009087496,0.001271332,0.0004030738,0.0005871366,0.0007125232,0.002015346,0.0007170708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009615764,"about_ca_system_score_gemma":0.001333516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.53794,"about_ca_topic_score_gemma":0.2027286,"domain_scores_codex":[0.9900904,0.0007697375,0.002446768,0.002774558,0.001329253,0.002589227],"domain_scores_gemma":[0.9906923,0.002673251,0.002189308,0.003191179,0.0005339686,0.0007200568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003892196,0.002445757,0.089168,0.007092012,0.00257619,0.00004953639,0.002881102,0.000267024,0.005099864,0.001758321,0.8857774,0.002495619],"study_design_scores_gemma":[0.02089852,0.0004893479,0.00734818,0.001719252,0.001573598,0.00001569638,0.005138068,0.0005215483,0.01354467,0.0006803875,0.9424677,0.005603002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7441147,0.02437789,0.00528387,0.006907778,0.01745667,0.02830947,0.02065174,0.002060455,0.1508374],"genre_scores_gemma":[0.801362,0.0002460096,0.0004058631,0.0005371132,0.001659847,0.001306065,0.005311937,0.001198537,0.1879726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3352114,"threshold_uncertainty_score":0.9996998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7055665463","doi":"","title":"Design for additive manufacturing. Guidelines and case studies for metal applications: Presentation held at The Cutting Edge, CMTS 2017, Canadian Manufacturing Technology Show, Toronto, 25 - 28 September 2017","year":2017,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Scope (computer science); 3D printing; Advanced manufacturing; Presentation (obstetrics); Manufacturing operations; Key (lock); Order (exchange); Computer-integrated manufacturing; Manufacturing","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06016035149388493,"gpt":0.3229093164723703,"spread":0.2627489649784853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008160467,0.001401231,0.001351142,0.0007942748,0.002125804,0.0004579424,0.001415004,0.001390932,0.0006795878],"category_scores_gemma":[0.000366902,0.001210522,0.0003671779,0.0001852524,0.0005123171,0.0006108727,0.0004084485,0.0007184057,0.0002121395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009314535,"about_ca_system_score_gemma":0.000303041,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007559923,"about_ca_topic_score_gemma":0.0849283,"domain_scores_codex":[0.9950718,0.0001068556,0.001098428,0.00162785,0.0004574039,0.001637653],"domain_scores_gemma":[0.9945946,0.00105603,0.000768094,0.002355583,0.0006217583,0.0006038733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002600636,0.00004279414,0.000004592705,0.000651469,0.001179089,0.00003715993,0.0002632536,0.0002435401,0.0001263756,0.0003280368,0.9692109,0.02788685],"study_design_scores_gemma":[0.001105837,0.00008784533,0.00001300616,0.0002943313,0.0006003825,0.0003474377,0.0006386546,0.002056254,0.01645345,0.001057984,0.9760514,0.001293391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.001140022,0.1408555,0.4324331,0.01853487,0.006837555,0.07012614,0.03037969,0.007584546,0.2921086],"genre_scores_gemma":[0.009283992,0.01348228,0.04366863,0.001087446,0.005781591,0.05184245,0.003960785,0.002664753,0.8682281],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5761195,"threshold_uncertainty_score":0.9999055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7018091956","doi":"","title":"Congestion control for carrier ethernet using network potentials: Poster at the Network Operations & Management Symposium (NOMS 2006), Vancouver, BC, Canada, 3 - 7 April 2006","year":2006,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Network congestion; Ethernet; Control (management); Industrial Ethernet; Network management; Carrier Ethernet; Connection-oriented Ethernet; Networking hardware; Ethernet flow control","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01375462939902651,"gpt":0.2393221180453424,"spread":0.2255674886463159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004026431,0.004452822,0.004108333,0.00106709,0.003411824,0.001594317,0.003993982,0.003473402,0.009582906],"category_scores_gemma":[0.0002630799,0.003986291,0.00154121,0.003037302,0.001150094,0.0008270275,0.001484625,0.002867409,0.002086321],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005537347,"about_ca_system_score_gemma":0.003028248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5360035,"about_ca_topic_score_gemma":0.963663,"domain_scores_codex":[0.9779461,0.002526781,0.003977695,0.00471788,0.004080135,0.006751432],"domain_scores_gemma":[0.9863122,0.001186357,0.002821026,0.006181518,0.001871465,0.001627426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005979237,0.0003467344,0.0006576338,0.0004135781,0.002638454,0.00005602213,0.0001096476,0.2011215,0.00009062899,0.0007543719,0.7927614,0.0004520041],"study_design_scores_gemma":[0.005729597,0.0001920029,0.0003080003,0.00104285,0.003378027,0.00005951909,0.0001090148,0.00874607,0.00003097075,0.0002721744,0.9758862,0.004245617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001127079,0.03868031,0.0855018,0.01647797,0.05809062,0.05565431,0.1074279,0.005650805,0.6313892],"genre_scores_gemma":[0.002935567,0.0006479569,0.005463516,0.008880061,0.01818983,0.003615947,0.01633465,0.007260831,0.9366716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4276595,"threshold_uncertainty_score":0.9994421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7030532233","doi":"","title":"A novel method for sports shoe testing based on a modified prosthetic foot test machine: Poster presented at International Calgary Running Symposium, August 14-17, 2014. Celebrating the Retirement of Dr. Benno M. Nigg","year":2014,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Kinematics; Test (biology); Motion (physics); Work (physics); Acceleration; Test data; Motion analysis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02680055708874491,"gpt":0.2861001530010874,"spread":0.2592995959123425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.007311399,0.003951194,0.003825359,0.003704782,0.001234668,0.0008407156,0.005235971,0.002602075,0.005136644],"category_scores_gemma":[0.004859328,0.003318389,0.001641248,0.00248436,0.0008783555,0.0005517406,0.002178792,0.003587718,0.0006252857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001793684,"about_ca_system_score_gemma":0.001294606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002744899,"about_ca_topic_score_gemma":0.001245067,"domain_scores_codex":[0.9796522,0.001154928,0.004676414,0.004940506,0.005845869,0.003730044],"domain_scores_gemma":[0.9777083,0.006258918,0.006328745,0.005615963,0.002828856,0.001259251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00218682,0.004013623,0.009871268,0.002359919,0.001324988,0.00005830728,0.00106351,0.004520635,0.04339961,0.0007729554,0.9283258,0.002102566],"study_design_scores_gemma":[0.01127282,0.002099426,0.002151747,0.005709725,0.001274231,0.0001792235,0.0001281558,0.4032336,0.0054415,0.0001466391,0.5639587,0.004404202],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001912375,0.001321833,0.09908294,0.02168761,0.006488495,0.03639699,0.01902233,0.005691992,0.8083954],"genre_scores_gemma":[0.0456743,0.00008007233,0.1626617,0.008068542,0.006172064,0.01042625,0.01842441,0.01531936,0.7331733],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.398713,"threshold_uncertainty_score":0.998711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7056851167","doi":"","title":"The German and European RE policy - motivation, targets and its economic implications -: Presentation held at at IEA-RETD Workshop \"Capitalising on Renewables: Short- and Medium-term Opportunities and Economic & Employment Benefits\"; 27 September 2012, Ottawa, Ontario, Canada","year":2012,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"German; Presentation (obstetrics); Unemployment; Economic impact analysis; Economic analysis; Economic reform; Economic data; Government (linguistics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03708749065473801,"gpt":0.27516161152035,"spread":0.2380741208656119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006747753,0.0009975717,0.0007951682,0.0005765326,0.001127842,0.000669516,0.0005563369,0.0003034489,0.0566645],"category_scores_gemma":[0.00003825246,0.0009095666,0.0001057376,0.0001321692,0.0003625106,0.0002878178,0.001259368,0.0005505166,0.00009432362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006216171,"about_ca_system_score_gemma":0.001041295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2851778,"about_ca_topic_score_gemma":0.8989792,"domain_scores_codex":[0.9955686,0.0003444353,0.001046155,0.001332629,0.0005063729,0.001201819],"domain_scores_gemma":[0.996343,0.0006958244,0.0006113574,0.001168124,0.0001502119,0.001031478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004300935,0.00007103767,0.02542762,0.0001185075,0.000342148,0.000001956813,0.000938257,0.00001268745,0.00007421715,0.004196364,0.9570944,0.01167985],"study_design_scores_gemma":[0.0007915226,0.00006802317,0.04475212,0.0001772604,0.0001145454,0.00001052965,0.0003355015,0.00005780477,0.00006674121,0.00009161893,0.9527068,0.0008275294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3878267,0.009423188,0.00002203731,0.03211636,0.001451104,0.004014596,0.003045852,0.0001839526,0.5619162],"genre_scores_gemma":[0.05416698,0.002878973,0.00006382395,0.000618799,0.001820462,0.0003456582,0.002824003,0.000488026,0.9367933],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6138014,"threshold_uncertainty_score":0.9993355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6995832992","doi":"","title":"Port of Hamburg - masterpiece of logistic: Presentation held at the Workshop Maritime and Logistics - Partnerships for Global Competitiveness, 24.10.2013, Montreal","year":2013,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Triacetin; Fusible alloy; Emperipolesis","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0776801947822393,"gpt":0.3088243037638636,"spread":0.2311441089816243,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00200493,0.002566688,0.003821213,0.001040078,0.0004849549,0.0004396926,0.002720596,0.002834617,0.02462365],"category_scores_gemma":[0.001919137,0.002187258,0.000961368,0.001782,0.004065804,0.0006239222,0.001855569,0.001381984,0.001690438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007407306,"about_ca_system_score_gemma":0.0007795429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009053598,"about_ca_topic_score_gemma":0.01922807,"domain_scores_codex":[0.9874471,0.001208168,0.003187595,0.002849199,0.002654538,0.002653394],"domain_scores_gemma":[0.9858698,0.002957321,0.004300059,0.003733173,0.002075246,0.001064388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001439635,0.001433016,0.007434479,0.002469423,0.001520557,0.00003570347,0.0004091197,0.0001868577,0.0002225499,0.01771895,0.9644105,0.002719161],"study_design_scores_gemma":[0.004914079,0.0007328771,0.01001237,0.001487105,0.001470447,0.00008388232,0.000809527,0.002475859,0.0004363874,0.002188069,0.9730039,0.002385552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003232348,0.02455433,0.03315479,0.009869015,0.005349968,0.02618417,0.08477426,0.00245183,0.8104293],"genre_scores_gemma":[0.04222025,0.00256203,0.004548471,0.0005578027,0.002142235,0.001962608,0.01438772,0.003051891,0.928567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1181377,"threshold_uncertainty_score":0.9990869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7074647129","doi":"","title":"Zur Bedeutung der angewandten Grundlagenforschung - Ergebnisse einer schriftlichen Befragung","year":2004,"lang":"de","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Quarter (Canadian coin); Population; Perspective (graphical)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.00751663332766513,"gpt":0.2294926284378171,"spread":0.221975995110152,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001540118,0.004557069,0.004179065,0.00153081,0.001684859,0.002024845,0.004182383,0.00283149,0.03960795],"category_scores_gemma":[0.0002587086,0.004466034,0.002666248,0.003015338,0.001541678,0.001473347,0.002002294,0.0053194,0.0426277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008232369,"about_ca_system_score_gemma":0.00284365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310673,"about_ca_topic_score_gemma":0.00009666973,"domain_scores_codex":[0.9825581,0.001077317,0.003471968,0.004624071,0.003322941,0.004945577],"domain_scores_gemma":[0.9882806,0.001181761,0.002109008,0.003837701,0.001600494,0.002990457],"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":[0.000898205,0.00512828,0.002267295,0.001421819,0.007594512,0.0002207213,0.002819085,0.003526323,0.000864982,0.7378227,0.2212069,0.01622919],"study_design_scores_gemma":[0.005691578,0.0007000694,0.001478076,0.001549541,0.001912829,0.00002461404,0.0006033112,0.001110343,0.001189675,0.106363,0.8737553,0.005621692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01903773,0.02380026,0.09362936,0.02280194,0.01457881,0.01249976,0.007614375,0.003481547,0.8025562],"genre_scores_gemma":[0.5315304,0.000665261,0.008706426,0.005451834,0.03079569,0.001553029,0.01670635,0.004528828,0.4000622],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6525484,"threshold_uncertainty_score":0.9996148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7043097812","doi":"","title":"Sewage sludge. A successful approach based on thermocatalytic reforming: Presentation held at Suncor Academic Forum on Transformational Technology for Energy Systems, October 10th to 12th, 2018, Vancouver, Cananda","year":2018,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Transformational leadership; Energy (signal processing); Sewage; Energy consumption; Efficient energy use","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01840458239104115,"gpt":0.2696235849079617,"spread":0.2512190025169206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002191454,0.004138254,0.003903451,0.009682287,0.001405635,0.0005052368,0.005226538,0.006690028,0.004521664],"category_scores_gemma":[0.0009662608,0.003773648,0.001171916,0.005146806,0.0009852627,0.001173555,0.000726851,0.002881602,0.006650101],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005611514,"about_ca_system_score_gemma":0.002429758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007304465,"about_ca_topic_score_gemma":0.01521156,"domain_scores_codex":[0.9807107,0.0007074645,0.003744806,0.005010368,0.004732662,0.005094028],"domain_scores_gemma":[0.9871271,0.0009570029,0.002929168,0.005100259,0.001880325,0.002006199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00291806,0.001170765,0.0003517239,0.001764115,0.0008640207,0.00002435525,0.0003880424,0.001985606,0.0006061792,0.002647179,0.9851577,0.00212231],"study_design_scores_gemma":[0.007144796,0.002362574,0.00004988619,0.001927366,0.0005469059,0.00006543449,0.001011767,0.01886277,0.006074477,0.0002680924,0.9577516,0.003934305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003142013,0.002275056,0.03550127,0.008407187,0.01405479,0.02930813,0.0326781,0.008363282,0.8662702],"genre_scores_gemma":[0.07192187,0.0002920524,0.002678113,0.007837263,0.005256775,0.0173414,0.02356953,0.009000501,0.8621025],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06877986,"threshold_uncertainty_score":0.9998944,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7011647052","doi":"","title":"A model for public fast charging infrastructure needs: Presentation at EVS29 - 29th International Electric Vehicle Symposium, Montréal, Québec, Canada, 19-22, 2016","year":2016,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Electric vehicle; Queueing theory; Occupancy; Charging station; Point (geometry); Service (business); Focus (optics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01183408750873569,"gpt":0.234577999460877,"spread":0.2227439119521414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001419496,0.003953657,0.003248141,0.007065339,0.001434384,0.001374327,0.005847962,0.003100277,0.02299705],"category_scores_gemma":[0.001454128,0.003658436,0.001267444,0.003215912,0.0005438399,0.002383723,0.001780506,0.002638144,0.005634709],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01322964,"about_ca_system_score_gemma":0.01586897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5242264,"about_ca_topic_score_gemma":0.7186346,"domain_scores_codex":[0.9812917,0.0007129319,0.003250674,0.004211412,0.005176777,0.00535647],"domain_scores_gemma":[0.9856007,0.001077276,0.003801073,0.004065725,0.002446018,0.003009249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007463711,0.0004991419,0.001302252,0.0005448324,0.001934572,0.00003640705,0.0008199051,0.0008733238,0.006861217,0.001836453,0.9803467,0.004198849],"study_design_scores_gemma":[0.006739462,0.000188222,0.0002530524,0.0005780203,0.0004477537,0.00008641529,0.0002321448,0.09956299,0.0005194615,0.0003863147,0.8874148,0.003591352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003865453,0.02331583,0.03477051,0.1167941,0.01488271,0.02535383,0.06393472,0.009861457,0.7072214],"genre_scores_gemma":[0.01981889,0.00297857,0.001658452,0.004372077,0.006225082,0.003723153,0.009504819,0.007035399,0.9446836],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2374622,"threshold_uncertainty_score":0.9998656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7052893515","doi":"","title":"Sewage Sludge: A successful approach based on thermo-catalytic reforming: Poster presented at Suncor Academic Forum on Transformational Technology for Energy Systems, 10.10. - 12.10.2018, Vancouver, Canada","year":2018,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Triacetin; Emperipolesis; Demotion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01231296896180013,"gpt":0.2350068369365765,"spread":0.2226938679747764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008585752,0.002095295,0.002023847,0.002464645,0.0007715239,0.0002777667,0.003270805,0.001933799,0.2801808],"category_scores_gemma":[0.000192271,0.001838684,0.0006297171,0.001388658,0.0005025834,0.000192607,0.0007173472,0.001703461,0.00133726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008411051,"about_ca_system_score_gemma":0.003214313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09767932,"about_ca_topic_score_gemma":0.0932316,"domain_scores_codex":[0.989152,0.0003028242,0.002080063,0.002524796,0.00299057,0.002949813],"domain_scores_gemma":[0.9928983,0.0006900207,0.001347358,0.003001766,0.00108511,0.0009774738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009706526,0.0006555846,0.0002647859,0.0007921162,0.0004989983,0.000008530901,0.00004001481,0.00006537922,0.00007808382,0.001129915,0.9857242,0.009771737],"study_design_scores_gemma":[0.004664246,0.001054872,0.0000252914,0.0005943968,0.0001791271,0.000004685161,0.000453798,0.01762636,0.0009417535,0.0000614556,0.9726527,0.001741328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004226433,0.0003491696,0.00179257,0.007387563,0.002401833,0.006441276,0.007119863,0.000586797,0.9734983],"genre_scores_gemma":[0.01041041,0.00002594236,0.0001765172,0.001043729,0.001813155,0.00399892,0.01045843,0.001015334,0.9710575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2788435,"threshold_uncertainty_score":0.9994403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6980879748","doi":"","title":"A Decade of German-Canadian Cooperation in Fuel Cells. Looking back at our story so far : Presentation held at Digitale Informationsreise nach Deutschland für kanadische Akteure: \"Elektromobilität: Batterie/Antriebe /Flexible Produktion\", online, Germany, 28.09.2021-30.09.2021","year":2021,"lang":"de","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Government (linguistics); Focus (optics); Context (archaeology); Work (physics); Product (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01158017490334869,"gpt":0.2574440549005943,"spread":0.2458638799972456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001331832,0.002548271,0.002943278,0.002785648,0.0009449982,0.001012348,0.001646042,0.002782963,0.03454751],"category_scores_gemma":[0.0005823143,0.002918334,0.0007034242,0.002613183,0.0002949202,0.002128399,0.001063327,0.002496193,0.004366955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003199544,"about_ca_system_score_gemma":0.002657354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004811281,"about_ca_topic_score_gemma":0.05892229,"domain_scores_codex":[0.9879304,0.0007628985,0.003847559,0.002602728,0.001699783,0.003156612],"domain_scores_gemma":[0.9919326,0.0003589037,0.001660146,0.002960797,0.001303901,0.00178368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002333683,0.006523429,0.003383674,0.04942013,0.005922052,0.00131508,0.03303382,0.08803122,0.288928,0.007775904,0.4534412,0.05989178],"study_design_scores_gemma":[0.003938887,0.0003279616,0.000800167,0.001994694,0.0003647432,0.00008456299,0.001292138,0.01054011,0.0211186,0.0000895402,0.9564024,0.003046233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5779512,0.1021862,0.03381256,0.01924006,0.03797865,0.04265459,0.04153542,0.002461415,0.1421799],"genre_scores_gemma":[0.4911502,0.04453987,0.01261637,0.002843862,0.0089323,0.002873839,0.06245242,0.004554093,0.3700371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5029612,"threshold_uncertainty_score":0.9998051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7015021147","doi":"","title":"Research on multi-junction solar cells at Fraunhofer ISE: Presentation held at CPV 2017, 13th International Conference on Concentrator Photovoltaic Systems, Ottawa, Canada, May 01 - 03, 2017","year":2017,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Photovoltaic system; Concentrator; Diode; Electroluminescence; Photovoltaics; Solar cell; Thermal; Solar mirror; Solar tracker","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1091633582126347,"gpt":0.3642511987079262,"spread":0.2550878404952915,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.006115272,0.005367413,0.004794965,0.006291883,0.004375918,0.003286601,0.009745886,0.006057497,0.03817207],"category_scores_gemma":[0.001998066,0.005470163,0.001221766,0.002183594,0.002575772,0.001919456,0.003153904,0.008735706,0.07200347],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01787653,"about_ca_system_score_gemma":0.00819537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5161306,"about_ca_topic_score_gemma":0.5328209,"domain_scores_codex":[0.9621483,0.004718874,0.004037496,0.008242351,0.0136546,0.007198383],"domain_scores_gemma":[0.9725134,0.001906885,0.005964755,0.01046811,0.005048932,0.004097952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002391759,0.002005402,0.001370232,0.001186776,0.001942533,0.0007502844,0.0005911962,0.0003453068,0.0118806,0.001292914,0.9758347,0.000408282],"study_design_scores_gemma":[0.008891716,0.0009851508,0.001817876,0.003782918,0.0004254783,0.0001282083,0.0007368166,0.006294068,0.01387321,0.00003422625,0.9581118,0.00491856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007269926,0.004272759,0.0004467894,0.004639808,0.04231032,0.01854758,0.03938671,0.00315213,0.8799739],"genre_scores_gemma":[0.08257071,0.003919858,0.0004283569,0.001445347,0.006842193,0.002896568,0.01556528,0.004990505,0.8813412],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07530078,"threshold_uncertainty_score":0.9977481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7010930956","doi":"","title":"Les nouvelles orientations du développement régional: Le cas de l'Alsace: Communication au Colloque 2008 de l'ASRDLF. Territoires et Action Publique Territoriale 25-27 Aout, Rimouski, Canada","year":2008,"lang":"fr","type":"report","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Triacetin; Demotion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04675466522131418,"gpt":0.3193282168583684,"spread":0.2725735516370543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.008778302,0.005931064,0.005542625,0.004424682,0.00870734,0.002524578,0.007388333,0.006913539,0.002409904],"category_scores_gemma":[0.01072435,0.007157742,0.002211718,0.006160897,0.003105995,0.004490892,0.002998988,0.01003991,0.0009362984],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.09540115,"about_ca_system_score_gemma":0.2200105,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9783034,"about_ca_topic_score_gemma":0.9799869,"domain_scores_codex":[0.9594934,0.009631115,0.008184451,0.005866179,0.008802229,0.008022623],"domain_scores_gemma":[0.9655569,0.005862366,0.007201429,0.007612931,0.008694739,0.005071705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006673339,0.005372797,0.08189108,0.001560049,0.002500175,0.0006926682,0.0129837,0.003767489,0.003345287,0.008957379,0.8758421,0.002419967],"study_design_scores_gemma":[0.005757485,0.0005794629,0.06610167,0.001858718,0.001183251,0.003683639,0.006099926,0.001611257,0.004975254,0.001479936,0.9006668,0.00600258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3511356,0.02572985,0.01103703,0.3207585,0.07001811,0.02621389,0.04634405,0.006399716,0.1423633],"genre_scores_gemma":[0.6243525,0.09811696,0.03022482,0.006929834,0.02012868,0.01019798,0.05562728,0.005513252,0.1489087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3138286,"threshold_uncertainty_score":0.9998416,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7054462766","doi":"","title":"Analyzing the temporal development of the CCL properties during accelerated stress tests: Presentation held at the 97th Canadian Chemistry Conference 2014, Vancouver, Canada, 01.06.2014-05.06.2014","year":2014,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Stress (linguistics); MEDLINE; Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01858025364967701,"gpt":0.2366982913991619,"spread":0.2181180377494849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008361896,0.001313327,0.001278816,0.000276443,0.001783906,0.000462824,0.003669641,0.0005742857,0.01061738],"category_scores_gemma":[0.00009039405,0.0008077023,0.0003946311,0.0007904146,0.0007611294,0.0002929769,0.001198765,0.00206521,0.0003528267],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482165,"about_ca_system_score_gemma":0.01203367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7192806,"about_ca_topic_score_gemma":0.8571585,"domain_scores_codex":[0.9929267,0.000584401,0.001409236,0.001418354,0.00170155,0.00195972],"domain_scores_gemma":[0.9942591,0.0002966304,0.001341222,0.00259105,0.0007585108,0.0007535498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004734056,0.0001407499,0.02720128,0.000428057,0.0008130027,0.000004020842,0.001117767,0.0001456695,0.00124673,0.0001774963,0.9669037,0.001774192],"study_design_scores_gemma":[0.001730843,0.00002105598,0.003677163,0.0009059762,0.000215859,0.000004671927,0.003452069,0.003300319,0.03755589,0.0002050672,0.9470615,0.001869561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3863151,0.006076599,0.005400798,0.01489296,0.00648773,0.01469705,0.008604992,0.0007919119,0.5567328],"genre_scores_gemma":[0.699514,0.00007815407,0.00005199252,0.0001713399,0.0009937577,0.0003763948,0.0009058552,0.0004352113,0.2974733],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3131989,"threshold_uncertainty_score":0.9999618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7064867007","doi":"","title":"Development of renewable energy in Germany and the role of integration measures: Presentation held at 2nd Canadian German Smart Grids & Storage Series 2013, Toronto","year":2013,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"German; Renewable energy; Presentation (obstetrics); Smart grid; Series (stratigraphy); Key (lock)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009194730465354652,"gpt":0.2206521088421133,"spread":0.2114573783767586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006579607,0.0006739844,0.0009509083,0.0004983004,0.0002531394,0.0001187349,0.0006102235,0.0004127048,0.007320075],"category_scores_gemma":[0.00002310726,0.0005564739,0.0001477226,0.0004150154,0.0002821898,0.0006383198,0.0002316552,0.0003459033,0.0001063652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003900593,"about_ca_system_score_gemma":0.0006828274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5212911,"about_ca_topic_score_gemma":0.7786068,"domain_scores_codex":[0.9965035,0.0002433434,0.001120031,0.0006496537,0.0006674709,0.0008159876],"domain_scores_gemma":[0.9977779,0.0001005275,0.0007164277,0.0007888679,0.0002578077,0.0003584472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001253656,0.0008909559,0.04776612,0.0009615558,0.002259184,0.000005271056,0.05587372,0.0001836392,0.01936772,0.01840834,0.7702308,0.08279899],"study_design_scores_gemma":[0.001396414,0.0000374601,0.004758198,0.0002763489,0.00005129316,0.000001692923,0.000740712,0.0005391151,0.01231638,0.0004205195,0.9787989,0.0006629783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2371474,0.009912221,0.001671892,0.0009583628,0.001542669,0.003444145,0.000619899,0.0002169058,0.7444865],"genre_scores_gemma":[0.6074076,0.0007526081,0.002070222,0.0001056607,0.0005520057,0.0007614335,0.001081729,0.0003704062,0.3868984],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3702601,"threshold_uncertainty_score":0.9996887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7056548788","doi":"","title":"Geometric constraints for building reconstruction from InSAR data of urban areas: Presentation held at the Symposium on Geospatial Theory, Processing and Applications, July 2002, Ottawa","year":2002,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Interferometric synthetic aperture radar; Presentation (obstetrics); Synthetic aperture radar; Data processing; Geocoding","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02066532978932731,"gpt":0.2755203750324178,"spread":0.2548550452430904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001183028,0.000895836,0.001003949,0.001264297,0.0006065271,0.0004132005,0.001806934,0.0005647132,0.1107929],"category_scores_gemma":[0.0002385457,0.0007653522,0.000221182,0.001233008,0.0007873907,0.0002042263,0.0009230706,0.0009234499,0.000206865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007877166,"about_ca_system_score_gemma":0.0003321566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001947989,"about_ca_topic_score_gemma":0.0002081894,"domain_scores_codex":[0.9942186,0.000419467,0.001276609,0.001921429,0.001212605,0.0009512755],"domain_scores_gemma":[0.9937759,0.001418434,0.001448176,0.002481889,0.0005042183,0.0003713926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001079052,0.0003708037,0.001603029,0.0003427374,0.0002999482,7.360936e-7,0.0001607555,0.000007674156,0.0003225211,0.001525038,0.5097353,0.4855235],"study_design_scores_gemma":[0.002350629,0.0002258132,0.0006245567,0.000527762,0.0003386201,0.000004360561,0.0004965693,0.002862917,0.0009348726,0.0006741259,0.9901143,0.0008455237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002536287,0.006241075,0.09557973,0.00525102,0.001341342,0.01607398,0.0221753,0.0004909275,0.8503103],"genre_scores_gemma":[0.0562558,0.001396027,0.01042497,0.0006376131,0.009516077,0.005410704,0.01507104,0.001601477,0.8996863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.484678,"threshold_uncertainty_score":0.9994798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7017822420","doi":"","title":"Can policy measures foster plug-in electric vehicle market diffusion?: Presentation at EVS29 - 29th International Electric Vehicle Symposium, Montréal, Québec, Canada, 19-22, 2016","year":2016,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Hyporeflexia; TSG101; Gestational period; Diafiltration; Fusible alloy; Proteogenomics; Dysgeusia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007374859251104914,"gpt":0.2326846746232209,"spread":0.225309815372116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001942124,0.003841988,0.003332672,0.009415848,0.0009771205,0.0008631112,0.005434744,0.002845127,0.03389635],"category_scores_gemma":[0.002044098,0.003554233,0.001015265,0.00571778,0.000452931,0.00124063,0.001897768,0.003133649,0.007992122],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02171638,"about_ca_system_score_gemma":0.0180801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9417406,"about_ca_topic_score_gemma":0.96259,"domain_scores_codex":[0.976915,0.002241232,0.003581443,0.004759878,0.006784295,0.005718126],"domain_scores_gemma":[0.9868928,0.001504117,0.002999631,0.004273016,0.001479066,0.002851378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001418857,0.001144707,0.01159819,0.0002859744,0.001137808,0.0002353062,0.0003692978,0.00003871001,0.01862594,0.000311635,0.9591733,0.005660258],"study_design_scores_gemma":[0.008539258,0.0003199964,0.01358734,0.0007909468,0.0003349078,0.0001177695,0.00007722209,0.002868724,0.002153028,0.0002564538,0.9670413,0.003913126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01351369,0.02010204,0.0001325478,0.1061244,0.00513909,0.009832215,0.009391608,0.003409763,0.8323546],"genre_scores_gemma":[0.06403675,0.007729682,0.0001117202,0.005669666,0.005550153,0.001817352,0.002194297,0.005187712,0.9077027],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1004547,"threshold_uncertainty_score":0.9999464,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027829294","doi":"","title":"DenseHMM: Learning Hidden Markov Models by Learning Dense Representations: Paper presented at Learning Meaningful Representations of Life Workshop at the 34th Conference on Neural Information Processing Systems, NeurIPS 2020, December 6, 2020, Online, Vancouver, Canada","year":2020,"lang":"en","type":"article","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hidden Markov model; Scalability; Artificial neural network; Markov model; Deep learning; Markov process; Kernelization","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02633551808500826,"gpt":0.2686804470798033,"spread":0.242344928994795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001378318,0.001230252,0.001401611,0.0004087139,0.003000628,0.001240948,0.003036531,0.0005952073,0.0005517482],"category_scores_gemma":[0.008061867,0.001127474,0.0003457724,0.003089551,0.0003278102,0.004206207,0.002483423,0.004835904,0.00013164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009400806,"about_ca_system_score_gemma":0.002233777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05167841,"about_ca_topic_score_gemma":0.05613496,"domain_scores_codex":[0.9858966,0.003569974,0.002950326,0.002186158,0.003492208,0.001904777],"domain_scores_gemma":[0.9883624,0.003120743,0.00273589,0.001909406,0.002451252,0.001420278],"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":[0.0005179322,0.0001652757,0.025038,0.0008525553,0.0002258416,0.00006559472,0.0120618,0.6284546,0.0003722952,0.0006119173,0.3212035,0.01043075],"study_design_scores_gemma":[0.001455612,0.000320122,0.002093761,0.0003087345,0.00008377968,0.00006639389,0.00663813,0.8702629,0.000100734,0.0000586227,0.117575,0.00103626],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6981117,0.008410636,0.08070146,0.1720343,0.007852846,0.009570999,0.0006127272,0.004611635,0.01809366],"genre_scores_gemma":[0.9744048,0.0006058617,0.002366927,0.004548089,0.0005573955,0.0003577266,0.001404847,0.0002159234,0.01553842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2762931,"threshold_uncertainty_score":0.9997959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7056012184","doi":"","title":"Effekte der Mehrpunkt-Kissentechnik zur Verschiebung der Umformgrenzen beim Innenhochdruck-Blechumform-Prozess (IHB)","year":2006,"lang":"de","type":"report","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Shoulder dystocia; Labrador Retriever","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01641537897379467,"gpt":0.2465426060077027,"spread":0.230127227033908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004692463,0.007494863,0.007522907,0.004502119,0.002567943,0.003383873,0.006783179,0.008646521,0.003636669],"category_scores_gemma":[0.001284491,0.007768175,0.003423659,0.007147273,0.001205823,0.004012951,0.003082172,0.01126121,0.00717767],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005267418,"about_ca_system_score_gemma":0.003647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005039953,"about_ca_topic_score_gemma":0.001923664,"domain_scores_codex":[0.9678078,0.0008281678,0.008442709,0.006222942,0.007120857,0.009577567],"domain_scores_gemma":[0.9803891,0.001195622,0.003115369,0.007858551,0.003754606,0.00368676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00143997,0.007393975,0.04171996,0.01583192,0.01713188,0.003725342,0.002785501,0.02192647,0.01349497,0.005890743,0.8133019,0.05535736],"study_design_scores_gemma":[0.006912873,0.001031839,0.007062789,0.002724496,0.004267096,0.0007626037,0.0003808246,0.04460239,0.0132238,0.001327179,0.9066565,0.01104762],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.593399,0.09263519,0.0433649,0.006796445,0.04760099,0.02198546,0.0065835,0.01664516,0.1709893],"genre_scores_gemma":[0.8786145,0.01701587,0.01488712,0.002456524,0.01720684,0.003603951,0.0154972,0.005873778,0.04484426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2852154,"threshold_uncertainty_score":0.9987306,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027160216","doi":"","title":"BETSY - BioEthanol from Synthesis Gas. Production of Ethanol from Solid Non-food Biomass via Thermochemical Route: Presentation held at 3rd International Symposium on Gasification and its Application, Vancouver, Canada, October 14th-17th, 2012","year":2012,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Biomass (ecology); Syngas; Biofuel; Methanol; Ethanol fuel; Pilot plant; Catalysis; Lignocellulosic biomass","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01253723730379711,"gpt":0.2397463495896563,"spread":0.2272091122858592,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001057424,0.002716697,0.002623886,0.001826907,0.0004949233,0.000248671,0.002823604,0.003161564,0.008839435],"category_scores_gemma":[0.0008124305,0.002838252,0.0005583523,0.001773021,0.0006795962,0.001496569,0.00100025,0.001821942,0.0021877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002898873,"about_ca_system_score_gemma":0.0009766781,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1771553,"about_ca_topic_score_gemma":0.2512855,"domain_scores_codex":[0.9855157,0.0009160842,0.00289427,0.004363351,0.004131076,0.002179502],"domain_scores_gemma":[0.9875612,0.001151598,0.004297455,0.003946963,0.00168693,0.001355814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009493719,0.001727975,0.002489514,0.0004462176,0.002265737,0.000006787421,0.0008528743,0.00002465392,0.3426943,0.00009531532,0.6435372,0.00491015],"study_design_scores_gemma":[0.00202541,0.0001918053,0.002622678,0.0008584849,0.001103184,0.0000185237,0.0001782142,0.0009902564,0.5493394,0.0002466478,0.4398172,0.002608228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4034726,0.02337226,0.009239052,0.0427608,0.07278028,0.04864912,0.147249,0.008292038,0.2441849],"genre_scores_gemma":[0.8493007,0.001871374,0.001782307,0.0006021281,0.009656076,0.004739962,0.02878709,0.004630872,0.09862947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4458281,"threshold_uncertainty_score":0.9985892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6990885735","doi":"","title":"Energy Storage - Renewable Energy's Key \"Blade\" for Grid Integration: Presentation held at Canada Energy Storage Summit 2014, Toronto, Canada, 12.11.2014","year":2014,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Durvalumab","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009096097810395012,"gpt":0.2146893140999815,"spread":0.2055932162895865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002147684,0.006009447,0.005729362,0.002200068,0.001958549,0.001258207,0.006256222,0.005015024,0.04955155],"category_scores_gemma":[0.0009996361,0.006394135,0.001482808,0.001740861,0.0007370333,0.001964657,0.001694719,0.001871971,0.0006925613],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02163965,"about_ca_system_score_gemma":0.01733722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993362,"about_ca_topic_score_gemma":0.9999766,"domain_scores_codex":[0.9720997,0.002662729,0.004635229,0.006816819,0.007155087,0.006630422],"domain_scores_gemma":[0.9781646,0.001960182,0.005215289,0.007764435,0.002585046,0.004310486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007394298,0.0005666719,0.0002866303,0.0006169473,0.001510756,0.0001714864,0.0002104989,0.002984819,0.0005301525,0.004497193,0.9857347,0.002150706],"study_design_scores_gemma":[0.004744808,0.0006033462,0.0001190792,0.0007130106,0.000829993,0.00006100888,0.0005058764,0.007426777,0.003670294,0.00020003,0.9747371,0.006388674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001940746,0.03326581,0.1154583,0.008370531,0.04220701,0.0067966,0.06130565,0.005443899,0.7269582],"genre_scores_gemma":[0.01042825,0.002676932,0.001713439,0.006795098,0.01463322,0.004070803,0.05086553,0.008071428,0.9007453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1737872,"threshold_uncertainty_score":0.9997786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6988026049","doi":"","title":"What dynamics should impedance-controlled robots render?: Workshop Paper at the Workshop \"Physical human-robot interaction: a design focus\", IEEE ICRA 2019, Montréal, Canada, May 24 2019","year":2019,"lang":"en","type":"article","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Global Health and Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mechatronics; Robot; Dynamics (music); Set (abstract data type); Design methods; Robotics; Range (aeronautics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0367828715434621,"gpt":0.3091313730607027,"spread":0.2723485015172406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00261639,0.002140704,0.003932836,0.000724094,0.001441951,0.000874102,0.001671307,0.001543848,0.003305478],"category_scores_gemma":[0.0008357638,0.001605519,0.001536094,0.002196112,0.0004605059,0.002280508,0.0006995301,0.004450545,0.002389668],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004096588,"about_ca_system_score_gemma":0.00316827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05624344,"about_ca_topic_score_gemma":0.1614584,"domain_scores_codex":[0.9853602,0.001300493,0.002844984,0.002794577,0.003394931,0.004304823],"domain_scores_gemma":[0.9857289,0.004840045,0.0012238,0.004353408,0.001345315,0.002508584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.007025324,0.001323373,0.003086717,0.0002938884,0.001044084,0.0002987144,0.000955138,0.004684143,0.001121337,0.001063597,0.9674952,0.0116085],"study_design_scores_gemma":[0.04893075,0.002882209,0.01950337,0.004366448,0.002765012,0.001406652,0.01541042,0.07195168,0.002008969,0.001594943,0.8213322,0.007847396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5447146,0.04071594,0.004890829,0.3350154,0.03733919,0.01842883,0.0005158891,0.001636005,0.01674325],"genre_scores_gemma":[0.8206411,0.004737023,0.0005611534,0.02296856,0.003493189,0.0009843488,0.0009169093,0.0005475217,0.1451502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3120469,"threshold_uncertainty_score":0.999858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7044068450","doi":"","title":"A web-based geographical information system for the ocean energy sector: Presentation held at International Conference on Ocean Energy, ICOE 2014, November 5th, 2014, Halifax, Canada","year":2014,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Information system; Energy (signal processing); Geographic information system","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01365917344145257,"gpt":0.233760726546331,"spread":0.2201015531048785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002215005,0.003366607,0.002688085,0.003771847,0.001274957,0.001602456,0.005238771,0.003020346,0.0134357],"category_scores_gemma":[0.0006692427,0.002887111,0.001347673,0.001729859,0.0008708423,0.00123742,0.0009630719,0.002068015,0.002928375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789812,"about_ca_system_score_gemma":0.00437494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3460702,"about_ca_topic_score_gemma":0.5039537,"domain_scores_codex":[0.9830731,0.001369278,0.00338757,0.003013496,0.005931586,0.003224945],"domain_scores_gemma":[0.9848273,0.001960766,0.004185965,0.004522367,0.002823534,0.00168009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001234038,0.0003772726,0.0008870751,0.0007727365,0.001433093,0.00001627925,0.0001343311,0.001212988,0.0001078528,0.02997117,0.9630115,0.0008416919],"study_design_scores_gemma":[0.006828324,0.0004231874,0.0002702249,0.0009531566,0.0005330349,0.00005692117,0.0002958704,0.07334181,0.0006873085,0.000127527,0.9136935,0.00278908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001244552,0.002383817,0.04239175,0.03409745,0.04301165,0.01323885,0.09453788,0.008564575,0.7605295],"genre_scores_gemma":[0.5212982,0.001185757,0.0009259271,0.01826849,0.01129091,0.003170615,0.08535773,0.006678532,0.3518239],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5200536,"threshold_uncertainty_score":0.999434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7043538484","doi":"","title":"Success factors and organizational approaches for the implementation and the operational use of energy management systems according to ISO 50001: Paper presented at the 6th Canadian Quality Congress, September 29-30, 2014, University of Manitoba, Winnipeg, Manitoba, Canada","year":2014,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Certification; Quality (philosophy); Success factors; Key (lock); Quality management system; Energy management; Management system; German","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03314775119792711,"gpt":0.2364239319154093,"spread":0.2032761807174822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001920816,0.001188148,0.001455473,0.0006833682,0.00157468,0.0005872172,0.002140198,0.000556703,0.002956099],"category_scores_gemma":[0.0002858592,0.0007898906,0.0002364897,0.0009660788,0.001100415,0.0005559967,0.001297651,0.0005140103,0.00005433929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339682,"about_ca_system_score_gemma":0.001453325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9743258,"about_ca_topic_score_gemma":0.9963374,"domain_scores_codex":[0.9925261,0.001590297,0.001356845,0.001459209,0.001878974,0.001188643],"domain_scores_gemma":[0.9923642,0.00213852,0.001556778,0.00212469,0.001163203,0.0006525582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003093948,0.00008043107,0.08729351,0.0005907372,0.002157747,0.00000379399,0.00048453,0.000941959,0.00002652963,0.01850303,0.8893768,0.0002315237],"study_design_scores_gemma":[0.0031062,0.00005616178,0.03446816,0.000179888,0.0007264533,0.00001052691,0.01257269,0.001484969,0.00006996029,0.00004628704,0.9463547,0.0009240112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3453428,0.02106193,0.03037896,0.06602485,0.02032137,0.1057971,0.2655042,0.001702667,0.143866],"genre_scores_gemma":[0.8410683,0.0009943194,0.0004280495,0.001877028,0.001114034,0.000598594,0.01246107,0.001687678,0.1397709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4957255,"threshold_uncertainty_score":0.9997252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6997132721","doi":"","title":"Utilization of biogenic and low-rank fossil feedstocks. A sustainable win-win approach: Poster presented at Suncor Academic Forum on Transformational Technology for Energy Systems, 10.10. - 12.10.2018, Vancouver, Canada","year":2018,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Durvalumab","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01765613469911704,"gpt":0.2340998002993561,"spread":0.2164436656002391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001687819,0.003434253,0.004054727,0.00659071,0.001131341,0.0003232971,0.003438258,0.006115252,0.01187344],"category_scores_gemma":[0.001213675,0.003392549,0.0008134482,0.004021883,0.001667947,0.001235539,0.001145526,0.001685487,0.0009991811],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004115342,"about_ca_system_score_gemma":0.005116013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09909945,"about_ca_topic_score_gemma":0.2156583,"domain_scores_codex":[0.9831463,0.0006947129,0.003935611,0.003802316,0.003654985,0.004766074],"domain_scores_gemma":[0.9876102,0.0008303901,0.003630341,0.003482919,0.003055844,0.001390366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003141235,0.0007820566,0.0003980247,0.00442689,0.00147755,0.00002036228,0.0001998986,0.0001431443,0.0003338495,0.002725955,0.9855743,0.0007767299],"study_design_scores_gemma":[0.00805297,0.001479268,0.00005526432,0.001213666,0.0006663515,0.00009710858,0.001256299,0.007314128,0.002251627,0.0002692945,0.9743654,0.002978668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006638039,0.03147065,0.009042043,0.006909432,0.01124343,0.0433333,0.07086461,0.006722473,0.813776],"genre_scores_gemma":[0.01310779,0.0004929132,0.0004224903,0.0005001237,0.001444744,0.003978035,0.01273648,0.003559642,0.9637578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1499818,"threshold_uncertainty_score":0.9997786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7020586633","doi":"","title":"Machine Learning for Advanced Solar Cell Production. Adversarial Denoising, Sub-pixel Alignment and the Digital Twin: Paper presented at Climate Change with Machine Learning Workshop at 34th Conference on Neural Information Processing Systems, NeurIPS 2020, December 6, 2020, Online, Vancouver, Canada","year":2020,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Articular cartilage damage; Proteogenomics; Hemopericardium; Hyporeflexia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01329806749516258,"gpt":0.2354934541748736,"spread":0.222195386679711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004413162,0.001556427,0.001852202,0.0003448608,0.001340688,0.0003495865,0.0005183473,0.0007176764,0.000479128],"category_scores_gemma":[0.0004337314,0.001126045,0.0002591948,0.0006615056,0.0003970084,0.0009949374,0.0006472171,0.002313585,0.00005679014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102036,"about_ca_system_score_gemma":0.000754875,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006820459,"about_ca_topic_score_gemma":0.07328213,"domain_scores_codex":[0.9937181,0.0004848923,0.001209004,0.001603601,0.001466951,0.001517416],"domain_scores_gemma":[0.9960003,0.0004095935,0.001554809,0.0007494648,0.000463319,0.0008224433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04714415,0.00232509,0.02015073,0.01009298,0.002823204,0.0004513894,0.005222586,0.00738054,0.0007317716,0.00008790694,0.8859167,0.017673],"study_design_scores_gemma":[0.01691287,0.001215642,0.0003637433,0.001250812,0.001191445,0.0001908611,0.0007913333,0.0372091,0.000319336,0.000003857502,0.9393199,0.001231076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3285412,0.131221,0.003036109,0.1789733,0.05349715,0.1334589,0.02264879,0.01000067,0.1386229],"genre_scores_gemma":[0.6135678,0.01486438,0.0006674869,0.008053143,0.005202742,0.002837321,0.02275728,0.001801274,0.3302486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2850266,"threshold_uncertainty_score":0.9999881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7060891356","doi":"","title":"The outcomes and lessons learned from the wide-scale monitoring campaign of heat pumps in family dwellings in Germany: Presentation held at 11th IEA Heat Pump Conference 2014, Montreal, Canada, 12.05.2014-16.05.2014","year":2014,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Soil Moisture and Remote Sensing","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Heat pump; Presentation (obstetrics); Air source heat pumps; Stock (firearms); Electric energy; Heat load","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01961408374856803,"gpt":0.2432296412333156,"spread":0.2236155574847476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001421005,0.001396302,0.001801332,0.0003755202,0.0006696021,0.0003787976,0.001788916,0.00119263,0.0006819578],"category_scores_gemma":[0.000296322,0.0009818398,0.0003115961,0.0005784711,0.001036303,0.0003769114,0.001028157,0.001839348,0.0003061426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158013,"about_ca_system_score_gemma":0.0003728341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9128721,"about_ca_topic_score_gemma":0.9450731,"domain_scores_codex":[0.9915795,0.001073357,0.001603499,0.002016251,0.001938445,0.001788905],"domain_scores_gemma":[0.994006,0.002339569,0.0007236136,0.002241782,0.00009900637,0.0005900119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002471675,0.0002734737,0.3991041,0.0001504963,0.0002802766,0.00005814322,0.003258252,0.001960033,0.001976112,0.00002907946,0.5738627,0.01880018],"study_design_scores_gemma":[0.002110841,0.0001331474,0.6419215,0.0006667248,0.0001725392,0.00001566955,0.001819222,0.002801134,0.001297102,0.0005639612,0.3470346,0.00146359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7440449,0.01091857,0.001245727,0.04575503,0.006246566,0.005802814,0.0005923056,0.0005280449,0.184866],"genre_scores_gemma":[0.900243,0.01195006,0.0002815167,0.002011114,0.00084716,0.0001049599,0.0002978062,0.000747233,0.08351711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2428174,"threshold_uncertainty_score":0.9998788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7019397650","doi":"","title":"Fostering international raw materials cooperation: Analysis of research and innovation; Operational report, November 2016","year":2016,"lang":"en","type":"report","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Optimal Power Flow Distribution","field":"Engineering","cited_by":0,"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; Raw data; Research methodology; Production (economics); Product (mathematics); Work (physics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09408518327706208,"gpt":0.37700484683115,"spread":0.2829196635540879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005901225,0.001188233,0.002147101,0.006466084,0.0004315689,0.0009723153,0.001284259,0.001653854,0.007790393],"category_scores_gemma":[0.002297421,0.001120326,0.0003540145,0.006511649,0.000606324,0.001671844,0.001554443,0.001428477,0.0002918447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613959,"about_ca_system_score_gemma":0.001710747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000380456,"about_ca_topic_score_gemma":0.000117526,"domain_scores_codex":[0.9886345,0.0002942146,0.004001119,0.001818323,0.003887543,0.001364346],"domain_scores_gemma":[0.9847962,0.0006213415,0.0009586898,0.001966026,0.0112581,0.0003996993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003874733,0.0008034066,0.002745476,0.001508476,0.01289244,0.0003561966,0.0005341854,0.00327653,0.07713322,0.01577687,0.8746477,0.009938011],"study_design_scores_gemma":[0.002466546,0.0004384119,0.01065311,0.001564165,0.00123532,0.0005250392,0.0001010591,0.005389997,0.03656621,0.0008795507,0.9371654,0.003015177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3308897,0.007783353,0.07557322,0.0158582,0.04321667,0.009478912,0.04841213,0.003876246,0.4649115],"genre_scores_gemma":[0.8834005,0.004506428,0.002185883,0.0002515531,0.005412231,0.000793452,0.05091047,0.0006212395,0.05191823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5525108,"threshold_uncertainty_score":0.9996422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7070616078","doi":"","title":"Presentation of employ: Employment impact of using RE sources in electricity generation: Presentation held at IEA-RETD Workshop \"Capitalising on Renewables: Short- and Medium-term Opportunities and Economic & Employment Benefits\"; 27 September 2012, Ottawa, Ontario, Canada","year":2012,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; Dysgeusia; TSG101; Liquation; Diafiltration; Emperipolesis; Triacetin; Fusible alloy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08489347561763166,"gpt":0.3187410102873441,"spread":0.2338475346697124,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001580134,0.0009452984,0.001540871,0.001636266,0.0006252409,0.0002731684,0.0005064417,0.0008511913,0.003491535],"category_scores_gemma":[0.0001265246,0.0009401274,0.0002639329,0.0006149405,0.0005637567,0.001192198,0.0003380772,0.0004631383,0.000009288995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002558985,"about_ca_system_score_gemma":0.002164932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8691655,"about_ca_topic_score_gemma":0.9910981,"domain_scores_codex":[0.9936258,0.000613339,0.002025373,0.0009020743,0.001624993,0.001208463],"domain_scores_gemma":[0.9959495,0.000480773,0.001772095,0.0007765312,0.000465866,0.0005552016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001513426,0.0002727888,0.4607685,0.0005397182,0.001142945,0.000005574562,0.03856911,0.002235379,0.00009156259,0.0009314799,0.494339,0.000952601],"study_design_scores_gemma":[0.003386533,0.0005706429,0.1205075,0.002644385,0.000792479,0.0000296675,0.01888121,0.000456583,0.0006929457,0.0001450383,0.8483596,0.003533417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9398932,0.007126261,0.00005981419,0.0009210326,0.001929671,0.002918652,0.0006831763,0.0001388861,0.04632924],"genre_scores_gemma":[0.668326,0.004512972,0.0005351521,0.000325161,0.001872374,0.0003711852,0.001779704,0.000591138,0.3216863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3540206,"threshold_uncertainty_score":0.999305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6997001740","doi":"","title":"Temporal Graph Analysis for Outbreak Pattern Detection in COVID-19 Contact Tracing Networks: Paper presented at Thirty-fourth Conference on Neural Information Processing Systems, NeurIPS 2020, December 6, 2020, Online, Vancouver, Canada","year":2020,"lang":"en","type":"article","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tracing; Contact tracing; Graph; Information processing; Artificial neural network; Pattern recognition (psychology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09818338082168185,"gpt":0.3365370861178026,"spread":0.2383537052961207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001666627,0.001378913,0.002638774,0.0006184424,0.001029762,0.0005161547,0.001149126,0.0007988506,0.00028144],"category_scores_gemma":[0.009763257,0.001194476,0.0006919761,0.003650551,0.0001710917,0.001875603,0.0005918218,0.001736782,0.00001911647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001937525,"about_ca_system_score_gemma":0.001068696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1298323,"about_ca_topic_score_gemma":0.7584307,"domain_scores_codex":[0.9902613,0.001196158,0.003276009,0.001770225,0.001561913,0.001934372],"domain_scores_gemma":[0.9897259,0.004825476,0.00192264,0.001063,0.001045899,0.001417028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004486057,0.001343123,0.2720174,0.007096108,0.002835372,0.000252421,0.005165065,0.2714601,0.0001365461,0.000540497,0.4158141,0.01885325],"study_design_scores_gemma":[0.005048361,0.000799617,0.01908817,0.0003892486,0.0009026902,0.00001809387,0.00300532,0.8476447,0.00005114747,0.000793395,0.1202241,0.002035071],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4246937,0.001927937,0.4760868,0.07237902,0.005415447,0.01278128,0.00352631,0.002282791,0.0009067237],"genre_scores_gemma":[0.9779748,0.0002623291,0.0005445633,0.01842103,0.0006626979,0.0006952393,0.001044162,0.0001249197,0.0002702349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6285983,"threshold_uncertainty_score":0.9998962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024832909","doi":"","title":"Sustainable transportation fuels by co-processing of TCR®-BIO-OIL in conventional petroleum refineries: Presententation held at Suncor Academic Forum on Transformational Technology for Energy Systems, October 10th to 12th, 2018, Vancouver, Canada","year":2018,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Petroleum; Sustainable energy; Transformational leadership; Energy (signal processing); Energy source; Energy policy; Sustainability","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01005167034066084,"gpt":0.2538404733320501,"spread":0.2437888029913892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001390502,0.002188275,0.002810193,0.005218552,0.0006482645,0.0001870436,0.002116324,0.003251744,0.003594164],"category_scores_gemma":[0.0004143526,0.00235281,0.0005270066,0.003179308,0.000710769,0.001280273,0.0001442433,0.001478935,0.0003433369],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004914596,"about_ca_system_score_gemma":0.004204488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1832395,"about_ca_topic_score_gemma":0.6509337,"domain_scores_codex":[0.9861416,0.0003819294,0.003914282,0.002643656,0.003570252,0.003348296],"domain_scores_gemma":[0.9918802,0.0004889902,0.003002461,0.00149383,0.002222347,0.0009121345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002113668,0.0005599187,0.002163873,0.003863085,0.0004231131,0.00002256229,0.0002923022,0.0007241195,0.001536469,0.004386462,0.9832741,0.000640301],"study_design_scores_gemma":[0.006061819,0.0008894692,0.0001580719,0.001899444,0.0002449472,0.00001773745,0.003572802,0.001056715,0.004747655,0.000290656,0.9789864,0.002074267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06309708,0.02939781,0.04985489,0.03382643,0.03787898,0.03601205,0.3013116,0.008252325,0.4403689],"genre_scores_gemma":[0.04752208,0.0005180272,0.0006525847,0.001381506,0.001081816,0.005142031,0.03724271,0.002611793,0.9038475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4676942,"threshold_uncertainty_score":0.9990857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7045641539","doi":"","title":"Biobattery - decentralized production of fuel from waste: Presententation held at Suncor Academic Forum on Transformational Technology for Energy Systems, October 10th to 12th, 2018, Vancouver, Canada","year":2018,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Triacetin; Demotion","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01131112829583866,"gpt":0.2462157989448103,"spread":0.2349046706489716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004031714,0.001108745,0.001390688,0.001612724,0.0002974151,0.0001050453,0.001419349,0.000957432,0.08124975],"category_scores_gemma":[0.000137899,0.00106945,0.0003268621,0.001154028,0.0002508,0.0001490492,0.0004134022,0.0007405975,0.000233689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004348166,"about_ca_system_score_gemma":0.001518379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3154149,"about_ca_topic_score_gemma":0.3622253,"domain_scores_codex":[0.9928564,0.0002180639,0.001727591,0.001653624,0.00194061,0.001603661],"domain_scores_gemma":[0.995528,0.0003262785,0.001091597,0.001532429,0.0009114168,0.0006102585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00051883,0.0003084839,0.001929375,0.0004430921,0.0004626811,0.000001655464,0.00008244236,0.0000555181,0.001458728,0.0009852168,0.9821169,0.01163703],"study_design_scores_gemma":[0.002394144,0.0004402604,0.0001096861,0.000643482,0.0001492521,0.000001492101,0.0009047291,0.0005786834,0.008184185,0.0002267198,0.9854318,0.0009355093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05277079,0.006967169,0.03962347,0.08877799,0.09100334,0.04776081,0.05527747,0.002086872,0.6157321],"genre_scores_gemma":[0.02461054,0.0003301739,0.0008305848,0.0009094093,0.003439629,0.003242124,0.007857932,0.0007403182,0.9580393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3423072,"threshold_uncertainty_score":0.9991755,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7020811464","doi":"","title":"Melt extraction of gold fibers and precious metal doped fibers and preparation of porous gold fiber structures: Presentation held at the International Gold Conference 2003 - New Industrial Applications of Gold. Vancouver, Canada, September 28-October 1, 2003","year":2003,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; Liquation; Fusible alloy; Gestational period; TSG101; Diafiltration; Dysgeusia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02066149220258203,"gpt":0.2756728080905507,"spread":0.2550113158879687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001226756,0.001871993,0.002408655,0.001459147,0.0001956236,0.0002570959,0.001617214,0.00220615,0.01179982],"category_scores_gemma":[0.001093869,0.001720511,0.000342251,0.002996517,0.001137026,0.00113615,0.0006166821,0.001753272,0.0001213498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001222856,"about_ca_system_score_gemma":0.004556807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.199219,"about_ca_topic_score_gemma":0.4695386,"domain_scores_codex":[0.9887622,0.0009838117,0.003143874,0.002414577,0.003375633,0.001319931],"domain_scores_gemma":[0.9878348,0.0007600095,0.005275456,0.002419065,0.002853638,0.0008570062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008577427,0.0003829812,0.0005993164,0.0004493658,0.001856387,0.000006487343,0.0008007672,0.000382882,0.003065812,0.0007857078,0.9855466,0.005265933],"study_design_scores_gemma":[0.004992141,0.0003432703,0.0004339204,0.0004260233,0.001265287,0.00008312236,0.0007086267,0.0004177351,0.0118741,0.0003174397,0.9775791,0.001559211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04856528,0.01271149,0.001371712,0.00189635,0.01390163,0.03090423,0.03397172,0.0009086337,0.855769],"genre_scores_gemma":[0.02230287,0.001201744,0.002975311,0.0003134008,0.001085512,0.0008656706,0.004149921,0.001209919,0.9658957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2703196,"threshold_uncertainty_score":0.9994025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7045125590","doi":"","title":"Active vibration isolation of machine tools using an electro-hydraulic actuator: Presentation held at International Conference on Virtual Machining Process Technology, 2.-5. Juni 2015, Vancouver, VMPT 2015","year":2015,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nucleofection; TSG101; Proteogenomics; Diafiltration; Fusible alloy; Hyporeflexia","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04327403675766534,"gpt":0.3428026727163685,"spread":0.2995286359587032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001810151,0.002790001,0.002757489,0.007072329,0.0006189063,0.0006554492,0.003500114,0.00378209,0.008726677],"category_scores_gemma":[0.001552593,0.002951323,0.0004651641,0.003687869,0.000908908,0.004527011,0.001032125,0.003558545,0.001750787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003298366,"about_ca_system_score_gemma":0.00257036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001353621,"about_ca_topic_score_gemma":0.005443899,"domain_scores_codex":[0.9856883,0.001212513,0.002751835,0.00357835,0.004493293,0.002275756],"domain_scores_gemma":[0.986851,0.000377736,0.005199201,0.002990448,0.003473494,0.001108069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005181393,0.004018649,0.0008770386,0.0005305411,0.002298679,0.00004741965,0.004381959,0.004399368,0.05274558,0.00361537,0.9131744,0.008729588],"study_design_scores_gemma":[0.01429121,0.005724926,0.0003683476,0.002851553,0.001400476,0.000191406,0.004945035,0.2616352,0.04463682,0.004200354,0.6519344,0.007820204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08029038,0.003480618,0.06352946,0.01001327,0.02160949,0.02738182,0.0458678,0.01450582,0.7333214],"genre_scores_gemma":[0.7192805,0.0009079772,0.01493397,0.001465759,0.004938354,0.001656031,0.05794419,0.00853087,0.1903423],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6389902,"threshold_uncertainty_score":0.9990265,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7027634655","doi":"","title":"Design for AM & metal AM processes: Presentation held at Additive Manufacturing Workshop with McGill University and Fraunhofer Additive Manufacturing Alliance, September 29, 2017, Montreal","year":2017,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Aerospace; Presentation (obstetrics); Alliance; 3D printing; Focus (optics); Selective laser melting; Aircraft industry; Key (lock)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03635545976869246,"gpt":0.2682260417930791,"spread":0.2318705820243866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001732085,0.00533291,0.00486271,0.00297772,0.003702675,0.001046717,0.004166611,0.004211504,0.00935993],"category_scores_gemma":[0.001017104,0.00525014,0.001095628,0.001212704,0.001965683,0.004277529,0.00226735,0.003849277,0.005245924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003222386,"about_ca_system_score_gemma":0.001318743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00297304,"about_ca_topic_score_gemma":0.03197168,"domain_scores_codex":[0.9806861,0.001431832,0.001936078,0.007189209,0.003580181,0.005176562],"domain_scores_gemma":[0.9822367,0.003238044,0.00505412,0.004899822,0.001971393,0.002599926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005580975,0.001005366,0.00007816108,0.002097263,0.005145357,0.0004351448,0.001375603,0.0004322734,0.0001585397,0.00006924324,0.9751826,0.008439497],"study_design_scores_gemma":[0.009540133,0.0007148082,0.000931638,0.003361647,0.002565965,0.000216009,0.000893224,0.0002573543,0.02089966,0.0003225607,0.9544679,0.005829091],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008740462,0.006042423,0.04793362,0.00207613,0.004328195,0.04530993,0.1610168,0.009127742,0.7154247],"genre_scores_gemma":[0.00786068,0.004141033,0.01914686,0.0005675108,0.002803416,0.002268704,0.01622331,0.005942115,0.9410464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2256217,"threshold_uncertainty_score":0.9999903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7036640261","doi":"","title":"Canadian German Fuel Cell Research Cooperation: Presentation held at HFC 2017, Hydrogen & Fuel Cells, Vancouver, June 5th-6th, 2017","year":2017,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fuel cells; Presentation (obstetrics); German; Hydrogen; Hydrogen fuel","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06548483202848716,"gpt":0.35455972667569,"spread":0.2890748946472029,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.007051704,0.005381003,0.004867935,0.01081502,0.005416686,0.003689317,0.01184383,0.00780615,0.05376833],"category_scores_gemma":[0.001306432,0.005923348,0.00165927,0.004150832,0.002717788,0.003175551,0.003699789,0.008630026,0.2037805],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008718847,"about_ca_system_score_gemma":0.009992654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3155351,"about_ca_topic_score_gemma":0.9213777,"domain_scores_codex":[0.9660745,0.003875629,0.003697968,0.008024296,0.008410335,0.009917259],"domain_scores_gemma":[0.9665671,0.001063341,0.003959794,0.0157246,0.004812104,0.007873056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004607968,0.001238188,0.0003480294,0.002448342,0.0009851701,0.0006548559,0.002175136,0.0001545538,0.003483791,0.0002669677,0.9872139,0.0005702781],"study_design_scores_gemma":[0.005671541,0.0004060901,0.0001167686,0.001070367,0.0005800023,0.0001118297,0.0002286311,0.0005482069,0.003192899,0.0005098991,0.9817488,0.005815013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008144677,0.0209651,0.000141558,0.004576983,0.01583757,0.01137012,0.01601211,0.002822491,0.9274596],"genre_scores_gemma":[0.009348726,0.01198612,0.00150281,0.001245037,0.008977018,0.002139722,0.01823573,0.007685845,0.938879],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6058426,"threshold_uncertainty_score":0.9999962,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7058500413","doi":"","title":"Numerical study of hypervelocity space debris impacts on CFRP al honeycomb spacecraft structures: Astronautics Space Debris and Space Traffic Management Symposium. Presentation held at the 55th International Astronautical Congress (IAC). October 4 - 8, 2004, Vancouver, British Columbia, Canada","year":2004,"lang":"en","type":"other","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Astronautics; Space debris; Hypervelocity; Spacecraft; Space (punctuation); Aerospace; Debris; Presentation (obstetrics); Honeycomb","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.006313821052480515,"gpt":0.2363568577480236,"spread":0.2300430366955431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006455832,0.001368204,0.00167183,0.000509219,0.0006659005,0.001027286,0.001809067,0.0005256337,0.09026021],"category_scores_gemma":[0.0001173975,0.001508859,0.0003996324,0.0009435542,0.0006332811,0.0001572609,0.001439625,0.001955672,0.00006102872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007448068,"about_ca_system_score_gemma":0.001440242,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7588779,"about_ca_topic_score_gemma":0.8556857,"domain_scores_codex":[0.9897057,0.000687186,0.001405739,0.002225941,0.004017693,0.001957674],"domain_scores_gemma":[0.9946687,0.0005817735,0.001134027,0.001875356,0.0005928305,0.001147288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002760384,0.002073112,0.02074101,0.0003005731,0.001783225,0.0001111329,0.0003950892,0.001250109,0.00003343277,0.0002755338,0.9591624,0.01359833],"study_design_scores_gemma":[0.008711715,0.00125257,0.03090026,0.0006158729,0.0005494031,0.00002144314,0.003581235,0.00199824,0.0001164651,0.00006170371,0.9504791,0.001711952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.619428,0.002190692,0.002470824,0.0361823,0.01249746,0.02455869,0.00889225,0.0007726857,0.2930071],"genre_scores_gemma":[0.4132443,0.0002493745,0.0009596485,0.0005212383,0.0009044635,0.0005176592,0.001152695,0.0006770702,0.5817736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2887664,"threshold_uncertainty_score":0.9999069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}