{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":136,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":136,"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":"e00356067331","filters":{"venue":"Scholarly Commons (Embry–Riddle Aeronautical University)"}},"results":[{"id":"W601556468","doi":"","title":"Amplied Birdstrike Risk Related to Population Increases of Large Birds in North America","year":2003,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":38,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Airworthiness; Flock; Population; Civil aviation; Geography; Nest (protein structural motif); Wildlife; Aeronautics; Environmental protection; Aviation; Biology; Ecology; Engineering; Environmental health; Medicine","authors":[{"name":"Paul F. Eschenfelder","is_ca":false},{"name":"Richard A. Dolbeer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009921185983710829,"gpt":0.2141378265439856,"spread":0.2042166405602747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003545601,0.0002135688,0.0003332359,0.0003262208,0.0003073763,0.0000308317,0.0004454533,0.0002211157,0.001315928],"category_scores_gemma":[0.0004496419,0.000234961,0.0001001919,0.002280795,0.000261397,0.0008941577,0.0003263368,0.0006829155,0.0006074597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000399131,"about_ca_system_score_gemma":0.0000398641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001063326,"about_ca_topic_score_gemma":0.01023346,"domain_scores_codex":[0.9978383,0.000541624,0.0003408067,0.0004691682,0.0002980478,0.0005120102],"domain_scores_gemma":[0.9988573,0.000192314,0.0001525612,0.0004552693,0.00002610784,0.000316505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009475122,0.0006702497,0.9950479,0.000002628352,0.00001447919,0.00006283912,0.0001014865,0.0003185192,0.0002560026,0.002064604,0.00009909175,0.001267416],"study_design_scores_gemma":[0.001082343,0.0002288854,0.9884329,0.00001050099,0.00007243663,0.000005006784,0.0002715303,0.0000335153,0.0001249676,0.0002464726,0.009234705,0.0002567323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917373,0.00001171952,0.0002917855,0.0001034518,0.00006523159,0.0003292757,0.00008930069,0.000074864,0.007297062],"genre_scores_gemma":[0.99766,0.00001177637,0.001232123,0.0001141466,0.000003163001,0.000002025076,0.00004080808,0.00001860279,0.0009173817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009170133,"threshold_uncertainty_score":0.999597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W188178722","doi":"10.5555/2499986.2499998","title":"Simulation of mobile networks using discrete event system specification theory","year":2013,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ericsson (Canada); Carleton University","funders":"","keywords":"DEVS; Computer science; User equipment; Base station; Computer network; Radio access network; Formalism (music); Path loss; Software deployment; Cellular network; Mobile telephony; Mobile radio; Mobile computing; Discrete event simulation; Distributed computing; Mobile station; Telecommunications; Modeling and simulation; Simulation; Wireless","authors":[{"name":"Mohammad Moallemi","is_ca":true},{"name":"Gabriel Wainer","is_ca":true},{"name":"Shafagh Jafer","is_ca":false},{"name":"Gary Boudreau","is_ca":true},{"name":"Ronald Casselman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07948746708537337,"gpt":0.3319115335147125,"spread":0.2524240664293392,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001568229,0.0002107952,0.0003834763,0.0005175462,0.0004851172,0.0004066748,0.001063079,0.0002217952,0.0004394498],"category_scores_gemma":[0.0005096532,0.0001926888,0.0002276134,0.001894444,0.000261008,0.002159962,0.0003447426,0.0003956907,0.0001972399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911917,"about_ca_system_score_gemma":0.00007945979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008145156,"about_ca_topic_score_gemma":0.00000822779,"domain_scores_codex":[0.9968209,0.0006343662,0.0007917551,0.0005569044,0.0008745315,0.000321515],"domain_scores_gemma":[0.9948291,0.002314349,0.0004643037,0.0011612,0.000985868,0.0002452436],"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":[0.00006234925,0.0001644258,0.003798559,0.00001015475,0.00003475306,0.00000320249,0.00009807838,0.6252263,0.0009019889,0.3532796,0.0001444515,0.01627613],"study_design_scores_gemma":[0.0004813076,0.0001085275,0.01318037,0.00006211289,0.00007491591,0.000003056406,0.002115606,0.9604788,0.0003876971,0.01124097,0.01156499,0.0003016632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2676065,0.00007210176,0.7236375,0.0001281797,0.00009732098,0.0008207746,0.0000240235,0.0001520637,0.00746153],"genre_scores_gemma":[0.9954269,0.000004449717,0.002966858,0.00002937416,0.00005763232,0.000008541248,0.00002070734,0.00001979199,0.001465774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7278204,"threshold_uncertainty_score":0.785762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2598907311","doi":"","title":"Correlation Properties of a 2-D Array of High Latitude Scintillation Receivers","year":2013,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"GNSS positioning and interference","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Scintillation; Interplanetary scintillation; Ionosphere; Global Positioning System; GNSS applications; Latitude; Remote sensing; Geodesy; GPS signals; Physics; Geology; Satellite; Optics; Assisted GPS; Geophysics; Telecommunications; Detector; Astronomy; Computer science; Solar wind","authors":[{"name":"G. S. Bust","is_ca":false},{"name":"Seebany Datta‐Barua","is_ca":false},{"name":"K. Deshpande","is_ca":false},{"name":"S. Bourand","is_ca":false},{"name":"S. Skone","is_ca":false},{"name":"Yang Su","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01479275065387392,"gpt":0.16577835387789,"spread":0.1509856032240161,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009708459,0.000143433,0.0002350376,0.0002774768,0.0001014815,0.00006205773,0.0002612821,0.000136358,0.0001048417],"category_scores_gemma":[0.00007730002,0.0001503892,0.00007437359,0.000448918,0.0001892142,0.001519687,0.00005191746,0.0003405104,0.00008485973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001197929,"about_ca_system_score_gemma":0.0000367959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003458746,"about_ca_topic_score_gemma":0.00004038955,"domain_scores_codex":[0.9990954,0.00007552103,0.0002488953,0.0001647851,0.0002199221,0.0001954299],"domain_scores_gemma":[0.9992012,0.00006131632,0.00007695035,0.0002646975,0.0002989512,0.0000968438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003505614,0.0007107162,0.03641298,0.0007210817,0.0007385695,0.00001065358,0.003033705,0.3488863,0.4207014,0.1758265,0.002039885,0.01056775],"study_design_scores_gemma":[0.005532614,0.00158855,0.4161648,0.002897289,0.0006489501,0.00002879242,0.003051568,0.2362812,0.3217545,0.004203946,0.005751345,0.002096463],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676546,0.0000802698,0.01198022,0.0001250287,0.0001829782,0.0002014112,0.00001156768,0.0001373756,0.01962659],"genre_scores_gemma":[0.9977224,0.00001890902,0.00171813,0.000007899176,0.00001294893,0.000001117005,0.000009450155,0.00001478769,0.0004943914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3797518,"threshold_uncertainty_score":0.6132692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3033489834","doi":"","title":"Examining the Qualities of Online and Offline Friendships: A Comparison Between Groups","year":2020,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Knowledge Management and Sharing","field":"Social Sciences","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":"Computer science; Psychology; Internet privacy; Social psychology","authors":[{"name":"Christina M. Frederick","is_ca":false},{"name":"Tianxin Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1729472472932457,"gpt":0.3069079500845316,"spread":0.1339607027912859,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000901497,0.000172547,0.000393721,0.0001540904,0.0008965024,0.0002588338,0.0008650437,0.0001338145,0.00007906192],"category_scores_gemma":[0.0007478373,0.0001605932,0.00008327946,0.0009484965,0.0008231121,0.001059048,0.0007459762,0.0006727165,0.00001938918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007094441,"about_ca_system_score_gemma":0.00009700892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003870203,"about_ca_topic_score_gemma":0.001697872,"domain_scores_codex":[0.9978482,0.0006555121,0.0003171705,0.0003343367,0.0004553336,0.0003894932],"domain_scores_gemma":[0.9982259,0.000931037,0.0001425512,0.0002544599,0.0001416775,0.0003043323],"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":[0.00009511154,0.0001643326,0.2718674,0.00007107988,0.0001587852,0.00002134728,0.02648275,0.000008420203,0.0000542577,0.6889631,0.0004772193,0.0116362],"study_design_scores_gemma":[0.002641212,0.0007519838,0.2770971,0.0001955457,0.0006530508,7.828472e-7,0.289086,0.001470238,0.0001557279,0.003196548,0.4238639,0.000887937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222493,0.0004203185,0.001214555,0.007251521,0.00008360745,0.0002574794,0.00004825038,0.0001310175,0.06834398],"genre_scores_gemma":[0.9977465,0.00003962527,0.0004543465,0.00016265,0.0002044864,4.86347e-7,0.00002389586,0.00001260668,0.001355459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6857666,"threshold_uncertainty_score":0.6895262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7057216626","doi":"","title":"Handbook for New Actors in Space","year":2017,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Space Agency; Agência Espacial Brasileira; China National Space Administration; Belgian Federal Science Policy Office; Agencia Espacial Mexicana; Ministry of Education, Culture, Sports, Science and Technology; Centre National d’Etudes Spatiales; UK Space Agency; National Academy of Sciences of Belarus; Ministry of Science, ICT and Future Planning; Secure World Foundation; National Science Council; U.S. Department of State; U.S. Department of Transportation","keywords":"Space (punctuation); Commoditization; Variety (cybernetics); Geopolitics; Cold war; Space technology; Power (physics); Space industry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03545392039829701,"gpt":0.2656523845090857,"spread":0.2301984641107887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002657026,0.0002204325,0.0002901848,0.0002814205,0.0007418693,0.0006681731,0.001224164,0.0001022671,0.01211076],"category_scores_gemma":[0.0001442457,0.0002420023,0.0001669309,0.0002079331,0.0002115863,0.0005333639,0.0007099931,0.0006157357,0.0001300693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005570263,"about_ca_system_score_gemma":0.0003841996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002800187,"about_ca_topic_score_gemma":0.001291567,"domain_scores_codex":[0.9983802,0.00008735064,0.0001954238,0.0004367272,0.0003108276,0.0005894013],"domain_scores_gemma":[0.9981428,0.0002693037,0.0001107834,0.0009179048,0.0001276139,0.0004316254],"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":[0.000533987,0.0007236997,0.1745928,0.00003882855,0.0001491168,0.00007764137,0.000215591,0.000009664089,0.00328272,0.5754634,0.03119185,0.2137208],"study_design_scores_gemma":[0.004823557,0.0002450768,0.07392582,0.00009088229,0.00005840982,5.365851e-7,0.00043938,0.000529317,0.00142522,0.002961763,0.9150695,0.0004305096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.225029,0.0001043423,0.01196304,0.01197083,0.0003137015,0.001455908,0.0001057456,0.00007760109,0.7489799],"genre_scores_gemma":[0.8266357,0.000006460085,0.001801905,0.00004102168,0.0001482998,0.000005164339,0.00002776284,0.0000209186,0.1713128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8838777,"threshold_uncertainty_score":0.9887923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996297872","doi":"","title":"Comparison of Na Lidar and Meteor Radar Wind Measurements at Starfire Optical Range, NM, USA","year":2001,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","cited_by":0,"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":"Lidar; Meteor (satellite); Mesopause; Atmospheric sciences; Environmental science; Altitude (triangle); Radar; Wind speed; Meteorology; Mesosphere; Remote sensing; Geology; Stratosphere; Physics; Mathematics","authors":[{"name":"Alan Z. Liu","is_ca":false},{"name":"W. K. Hocking","is_ca":true},{"name":"S. J. Franke","is_ca":false},{"name":"T. Thayaparan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03365199681432827,"gpt":0.2501489926330832,"spread":0.2164969958187549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002721302,0.0003582566,0.000622484,0.0001108358,0.0004849276,0.0001425005,0.0005193251,0.000179885,0.0009673864],"category_scores_gemma":[0.0000322064,0.0003856827,0.0001992039,0.0005638723,0.0003940601,0.001020297,0.0005368546,0.000661657,0.00009665748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001699772,"about_ca_system_score_gemma":0.0001277081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003071942,"about_ca_topic_score_gemma":0.0003009704,"domain_scores_codex":[0.9977879,0.0001985644,0.000403112,0.000507932,0.0005225914,0.0005798879],"domain_scores_gemma":[0.9984535,0.0001934752,0.0001680997,0.0005136464,0.0002344325,0.0004368487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006585619,0.0009620261,0.8806797,0.0000352488,0.0004015234,0.00004830866,0.0002169978,0.00006292202,0.003177295,0.09361988,0.0004785029,0.019659],"study_design_scores_gemma":[0.02255859,0.003506386,0.6185854,0.0003919498,0.002615388,0.0000447895,0.006238673,0.005821707,0.01275902,0.003378517,0.3201446,0.003955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136475,0.0002046991,0.003935216,0.0002566129,0.0001360154,0.0003097781,0.00006681109,0.00004285482,0.08140054],"genre_scores_gemma":[0.9900621,0.00000989429,0.003051447,0.00004139631,0.00006287327,8.981416e-7,0.00004946567,0.00003129011,0.006690617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3196661,"threshold_uncertainty_score":0.9999459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2410038658","doi":"","title":"Early Afternoon Concurrent Sessions: Critical Issues: Presentation: System Safety Modeling of Alternative Geofencing Configurations for Small UAS","year":2016,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Manufacturing Process and Optimization","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":"Presentation (obstetrics); Computer science; Computer security; Medicine","authors":[{"name":"James T. Luxhøj","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03458524948264356,"gpt":0.2435472328145414,"spread":0.2089619833318979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002161273,0.0002425941,0.0003350305,0.0002571133,0.0003146378,0.0001416259,0.0003805809,0.0001661646,0.00004869704],"category_scores_gemma":[0.0002658676,0.0002192413,0.0001269459,0.0002442222,0.0001219839,0.001424767,0.0001138232,0.0002643742,0.0000155062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002974119,"about_ca_system_score_gemma":0.00007165863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007922722,"about_ca_topic_score_gemma":0.00004086635,"domain_scores_codex":[0.9984683,0.0001094944,0.000423762,0.0003436657,0.0002735184,0.00038121],"domain_scores_gemma":[0.9983308,0.0005879907,0.0000741918,0.0003022453,0.0004844012,0.0002204124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005000343,0.0003104231,0.0008936508,0.001708669,0.0004398051,0.00005456954,0.001701022,0.2959713,0.003472971,0.6821452,0.0001528178,0.01264954],"study_design_scores_gemma":[0.003808275,0.0003557016,0.001075419,0.002263214,0.0003576742,0.00001200054,0.001843867,0.9713624,0.01158554,0.001247972,0.00520577,0.0008822087],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08151007,0.0002309716,0.9124981,0.0004509869,0.0004756449,0.0004861367,0.0002252552,0.000278177,0.003844652],"genre_scores_gemma":[0.9950987,0.00007085322,0.004213633,0.00000935365,0.00008747253,0.00001184386,0.00003163437,0.00003449013,0.0004420074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9135886,"threshold_uncertainty_score":0.89404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613701499","doi":"","title":"Book Review: Christopher Darnton. Rivalry and Alliance Politics in Cold War Latin America","year":2016,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University; Society for Historians of American Foreign Relations; London School of Economics and Political Science","keywords":"Rivalry; Cold war; Latin Americans; Alliance; Politics; Political science; Economic history; History; Political economy; Sociology; Law; Economics","authors":[{"name":"Dustin Walcher","is_ca":false},{"name":"Thomas C. Field","is_ca":false},{"name":"C. Jones","is_ca":false},{"name":"Michael E. Neagle","is_ca":false},{"name":"Christopher Darnton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02109672240019396,"gpt":0.1967121904174604,"spread":0.1756154680172665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001627275,0.0003108719,0.0005215845,0.0001483712,0.000432452,0.0001080264,0.0005030637,0.0001327386,0.001432322],"category_scores_gemma":[0.0002192446,0.0002563595,0.0001384142,0.000210446,0.001137456,0.001556065,0.0002842814,0.0005883069,0.0003382925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004041018,"about_ca_system_score_gemma":0.0001297609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003566813,"about_ca_topic_score_gemma":0.0002621474,"domain_scores_codex":[0.9978365,0.0002607151,0.00040057,0.0005069341,0.0003317901,0.0006634464],"domain_scores_gemma":[0.9983609,0.000398695,0.0001017872,0.0004852693,0.0001543348,0.0004989596],"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":[0.00004855774,0.0002680227,0.0007867056,0.0001550793,0.00003915797,0.0002072125,0.0003800569,2.878754e-7,0.00006204588,0.9142199,0.08129278,0.002540182],"study_design_scores_gemma":[0.0008017335,0.0001782138,0.0006453453,0.0005173438,0.00006020901,0.000002671923,0.0001509752,0.00004233772,0.000008176856,0.001398999,0.9957978,0.0003962336],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02864272,0.1830303,0.0008500427,0.07551902,0.0009316813,0.001564742,0.0008737107,0.0006269229,0.7079609],"genre_scores_gemma":[0.2797137,0.0217168,0.0005255408,0.03493298,0.0004865362,0.00001389834,0.00004620505,0.0001097267,0.6624546],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.914505,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626676112","doi":"","title":"Development of ERAU EcoCAR 3 Camaro","year":2017,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Spacecraft Design and Technology","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":"Geography","authors":[{"name":"Christopher Oberle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02659298176334856,"gpt":0.207473659484423,"spread":0.1808806777210745,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002067625,0.000243043,0.0003580531,0.0003545703,0.0005693189,0.0001527591,0.001238886,0.0003110814,0.00009867863],"category_scores_gemma":[0.0001282824,0.0002799306,0.0001069824,0.0002377836,0.0003144952,0.0009777355,0.0004159001,0.0006849916,0.0001756301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300554,"about_ca_system_score_gemma":0.0001188907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002918757,"about_ca_topic_score_gemma":0.0003469563,"domain_scores_codex":[0.9987433,0.00003879828,0.0002443069,0.0002822531,0.0002366102,0.0004547481],"domain_scores_gemma":[0.9985181,0.00007555084,0.00008109724,0.001007,0.0001010986,0.0002171294],"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":[0.0003774406,0.0009678002,0.05842548,0.0004362002,0.001768059,0.001395865,0.001517527,0.0003769001,0.09947004,0.574872,0.005549789,0.2548429],"study_design_scores_gemma":[0.004586405,0.0002618398,0.1593848,0.0002314219,0.0002529022,0.00005047888,0.0009294939,0.003731273,0.0807182,0.002100382,0.7460641,0.00168866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733588,0.0001642999,0.009255247,0.0004245957,0.0003985235,0.0002226994,0.00001807374,0.0005680672,0.1155897],"genre_scores_gemma":[0.9873538,0.00002616706,0.01118281,0.00001858921,0.00002276007,0.000001342388,0.000007556779,0.00003226977,0.001354735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7405143,"threshold_uncertainty_score":0.9999653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7040978847","doi":"","title":"Mary Prettyman","year":2022,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","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":"Closing (real estate); Aviation; Bachelor; Civil aviation; Commercial aviation; China; Aircraft industry; Air transport","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.042056184253428,"gpt":0.1869818823210917,"spread":0.1449256980676637,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005763225,0.0001998097,0.0004001141,0.0006604305,0.001131063,0.0002100236,0.0008260832,0.0001346071,0.006463748],"category_scores_gemma":[0.00008346931,0.0002772105,0.000273742,0.001500962,0.0001199808,0.001262568,0.0007093694,0.001163745,0.0006984025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004405646,"about_ca_system_score_gemma":0.00005872792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001394623,"about_ca_topic_score_gemma":0.00003484324,"domain_scores_codex":[0.9982938,0.0001383082,0.0004227253,0.0005782649,0.0001434111,0.0004234644],"domain_scores_gemma":[0.9987341,0.0001001117,0.0002402045,0.0006291119,0.00004836459,0.0002481626],"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":[0.00004883406,0.0003256096,0.09044513,0.000005454455,0.0001624426,0.0001045544,0.00008830539,0.0003594018,0.000007616255,0.9032086,0.004247532,0.0009965848],"study_design_scores_gemma":[0.001112495,0.0001958152,0.06031433,0.000004855377,0.00006269983,0.00001578247,0.0005026254,0.001341034,0.00001494792,0.01146629,0.9244869,0.0004822439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3075238,0.0009413289,0.003701634,0.007868225,0.0006395506,0.0002643923,0.0008646726,0.000248246,0.6779481],"genre_scores_gemma":[0.9582232,0.00001548049,0.0002915919,0.0004131871,0.00005806889,0.000004325917,0.0001159587,0.00002296742,0.04085528],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9202393,"threshold_uncertainty_score":0.999968,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3143029976","doi":"","title":"Facts About Mold: A Consumer Focus","year":2020,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Fashion and Cultural Textiles","field":"Arts and Humanities","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":"Focus (optics)","authors":[{"name":"Cheri Marcham","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0621196601085361,"gpt":0.2083792668594688,"spread":0.1462596067509326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001013937,0.0003308325,0.0003825602,0.0001456418,0.0008723858,0.0008765694,0.0007295384,0.0001516416,0.005178701],"category_scores_gemma":[0.0001666518,0.0003055609,0.0002459449,0.0002564948,0.000627744,0.001994226,0.0003353034,0.000877918,0.002673909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000903641,"about_ca_system_score_gemma":0.0000953304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001504023,"about_ca_topic_score_gemma":0.0009125314,"domain_scores_codex":[0.9981157,0.0001893669,0.0002647088,0.0004959016,0.0003951632,0.0005391734],"domain_scores_gemma":[0.9985249,0.0001454712,0.00009096914,0.0003441836,0.0002413047,0.0006531516],"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":[0.0001191041,0.0001719122,0.0002752879,0.00002911151,0.000130203,0.000231634,0.009025398,0.000004427757,0.0003215198,0.9697976,0.01372618,0.006167626],"study_design_scores_gemma":[0.001259476,0.000230938,0.001100592,0.00004230221,0.0001175501,0.000006464632,0.009273504,0.0001149926,0.0001837511,0.000644708,0.9865254,0.0005003075],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3574769,0.0003871372,0.0001225415,0.01380398,0.0004067227,0.0004111832,0.0002222106,0.0006632686,0.626506],"genre_scores_gemma":[0.9757046,0.00004275878,0.000113438,0.002199003,0.0001945796,0.000001373042,0.00003579684,0.00002940392,0.02167908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9727992,"threshold_uncertainty_score":0.9999396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7103576024","doi":"","title":"P. Barry Butler","year":2020,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Advanced Aircraft Design and Technologies","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":"Aviation; Aerospace; Vice president; Georgia tech; Institution; Engineering education; Higher education; The arts","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03339739842213976,"gpt":0.2068793076671307,"spread":0.173481909244991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003318698,0.0008596946,0.0008430785,0.0002780177,0.001280673,0.0005479652,0.003093857,0.0008647907,0.006549424],"category_scores_gemma":[0.0006796742,0.0009810103,0.0004635669,0.002976465,0.002467172,0.004984698,0.003439824,0.003201136,0.0088916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008371297,"about_ca_system_score_gemma":0.0001750273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009756339,"about_ca_topic_score_gemma":0.00008029085,"domain_scores_codex":[0.9945995,0.0003870713,0.0006042122,0.001760445,0.00106944,0.001579358],"domain_scores_gemma":[0.9964681,0.0003519179,0.0002370214,0.001282608,0.00008741878,0.001572882],"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":[0.003393828,0.003883774,0.08163943,0.0004135514,0.001268502,0.01052663,0.002597444,0.003159869,0.07349133,0.3891334,0.04431081,0.3861814],"study_design_scores_gemma":[0.003853179,0.001772305,0.02580966,0.0001401086,0.0004867013,0.00004788837,0.003165785,0.003712669,0.007334481,0.005225134,0.9460329,0.002419128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3212027,0.004007242,0.1069935,0.130832,0.0017213,0.003430552,0.000934648,0.00422702,0.426651],"genre_scores_gemma":[0.9840956,0.0004335759,0.005963137,0.002140835,0.0001184813,0.000002127111,0.00001610319,0.00008113245,0.007148971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9017221,"threshold_uncertainty_score":0.9992641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6984741693","doi":"","title":"Suzanne Kearns","year":2018,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Prenatal Screening and Diagnostics","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":"Aviation; Bachelor; Variety (cybernetics); Civil aviation; Editorial board","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02921212031842703,"gpt":0.2460038434344267,"spread":0.2167917231159996,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002873254,0.000270343,0.0003946169,0.0003484405,0.0004837368,0.0001524486,0.0004805324,0.000291521,0.0005076873],"category_scores_gemma":[0.001083511,0.000274599,0.0001900848,0.0009662102,0.0006530662,0.0008640179,0.0004752986,0.00097852,0.001474906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001919,"about_ca_system_score_gemma":0.0002353038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002010647,"about_ca_topic_score_gemma":0.0001603181,"domain_scores_codex":[0.9979869,0.000144934,0.0002311857,0.0005039023,0.0004801211,0.0006530196],"domain_scores_gemma":[0.9975694,0.000386997,0.00006770311,0.0007678805,0.0003952493,0.0008128166],"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":[0.005950569,0.004280554,0.3275826,0.0002135824,0.001220037,0.007280718,0.0009002607,0.00001858731,0.006320977,0.5034226,0.05439034,0.08841922],"study_design_scores_gemma":[0.007608335,0.00374303,0.2405933,0.0006463312,0.0008467086,0.0003396933,0.0006039272,0.0008490787,0.004999089,0.001367391,0.7373994,0.001003719],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6947504,0.0003532136,0.003824522,0.005104839,0.0003795197,0.0004014771,0.00007550656,0.0005646856,0.2945459],"genre_scores_gemma":[0.9835553,0.00004025857,0.003287014,0.0007769239,0.0003093743,8.259255e-7,0.00006196361,0.00003411072,0.01193421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.683009,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7094121184","doi":"","title":"Bob Richards","year":2016,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Space exploration and regulation","field":"Physics and Astronomy","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":"Space Science; Aerospace; Space (punctuation); Mars Exploration Program; Space Shuttle; Space research; Martian; Spaceflight; Human spaceflight","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02082090436525789,"gpt":0.210928239541738,"spread":0.1901073351764801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004694537,0.0006569366,0.0006472383,0.000612312,0.001169699,0.0007022162,0.001033546,0.0004553221,0.002995266],"category_scores_gemma":[0.0001031772,0.0005714947,0.0005475231,0.001454125,0.000724918,0.005221335,0.0006930853,0.0007408019,0.003895825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005668835,"about_ca_system_score_gemma":0.0005843861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009047092,"about_ca_topic_score_gemma":0.00007799035,"domain_scores_codex":[0.9959341,0.0006449674,0.0005528037,0.001030205,0.000772563,0.001065367],"domain_scores_gemma":[0.9965904,0.0004187776,0.0003240621,0.001159909,0.0005624461,0.0009444178],"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":[0.0004686407,0.001170228,0.02673005,0.000028537,0.0005777785,0.00008737083,0.0003804498,0.00003728323,0.006488143,0.8752354,0.009592203,0.07920387],"study_design_scores_gemma":[0.006810185,0.0005593111,0.028753,0.0003752756,0.0005341405,0.000007135268,0.001892483,0.0005763864,0.002974637,0.006189934,0.9498158,0.001511738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4575016,0.0007557548,0.1988127,0.07487381,0.004091676,0.001989766,0.0009303968,0.0006818942,0.2603624],"genre_scores_gemma":[0.9269822,0.00007277946,0.0005520303,0.0001367768,0.000571258,0.000002761448,0.00007061654,0.00006570123,0.07154592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9402236,"threshold_uncertainty_score":0.9996737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804335138","doi":"","title":"A Diagnostic Metric for Predicting Tropical Cyclone and Mid-Latitude Floods","year":2018,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","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":"Tropical cyclone; Climatology; Meteorology; Metric (unit); Tropical cyclone scales; Environmental science; Cyclone (programming language); Geography; Geology; Computer science","authors":[{"name":"Jonathon Klepatzki","is_ca":false},{"name":"Shawn M. Milrad","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02464741469890997,"gpt":0.231786819035731,"spread":0.207139404336821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002162585,0.0002734772,0.0003887552,0.0003753829,0.0009515691,0.000395956,0.0006287383,0.0002582545,0.000591897],"category_scores_gemma":[0.001930482,0.0002433958,0.000147345,0.001162083,0.0008150469,0.001130794,0.0001792705,0.0007476207,0.000223507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003655496,"about_ca_system_score_gemma":0.000104069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128821,"about_ca_topic_score_gemma":0.00668026,"domain_scores_codex":[0.997393,0.0002694936,0.0002975721,0.0006477511,0.000519446,0.0008727654],"domain_scores_gemma":[0.9960676,0.002494132,0.00006062182,0.0003470388,0.0002056939,0.0008249287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004034401,0.0001232885,0.9629316,0.00004385545,0.0000781027,0.00009351797,0.00004544113,0.00002577869,0.00007379647,0.00895639,0.0001855916,0.02703914],"study_design_scores_gemma":[0.001605032,0.001452014,0.9588401,0.00003431068,0.0001071392,0.00002472248,0.00009639173,0.003587664,0.00009581389,0.001670041,0.03216691,0.0003198108],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826488,0.000547207,0.008521716,0.001711001,0.000271276,0.0004952581,0.0001640353,0.0001446157,0.005496127],"genre_scores_gemma":[0.9927387,0.00007714829,0.006062088,0.0001551218,0.0003855415,0.00000144793,0.00005010726,0.00001074752,0.0005190992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03198131,"threshold_uncertainty_score":0.992539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7031562923","doi":"","title":"Ana Rivera","year":2019,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Forensic and Genetic Research","field":"Biochemistry, Genetics and Molecular Biology","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":"Space Shuttle; Boom; Service (business); System integration; Space (punctuation); Launched","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0110398832543808,"gpt":0.214934458983993,"spread":0.2038945757296123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002585588,0.0002230208,0.0002281631,0.0001691997,0.0002139687,0.0001305752,0.0007380296,0.0002869344,0.000342235],"category_scores_gemma":[0.0001064627,0.0002345866,0.0001767738,0.0004143034,0.0003059807,0.00004999196,0.0006559097,0.0005017201,0.0008490555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006142821,"about_ca_system_score_gemma":0.0002090058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006051502,"about_ca_topic_score_gemma":0.00008341837,"domain_scores_codex":[0.9981443,0.0001897176,0.0001650401,0.0005880048,0.00036133,0.0005515542],"domain_scores_gemma":[0.9985157,0.00004601162,0.0000476914,0.0008468904,0.0002069436,0.0003367151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003022404,0.001508904,0.2303915,0.0001833087,0.001177443,0.0006129099,0.0002650966,0.0004829613,0.4570696,0.2017945,0.05164919,0.05184218],"study_design_scores_gemma":[0.003048696,0.001427389,0.05172231,0.0000357279,0.00006742692,0.00004112749,0.0004217935,0.0002827829,0.02222177,0.0006139209,0.919384,0.0007330474],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8973751,0.0003095826,0.0007958555,0.0006862447,0.0001961175,0.0002832491,0.00003222829,0.0000353756,0.1002862],"genre_scores_gemma":[0.9607092,0.00008845943,0.0009224844,0.0002672129,0.00008889563,8.703931e-7,0.000101554,0.0000259251,0.03779547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8677348,"threshold_uncertainty_score":0.9999289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7052475349","doi":"","title":"Search for High-Energy Neutrinos From Binary Neutron Star Merger GW170817 With ANTARES, IceCube, and the Pierre Auger Observatory","year":2017,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Division of Human Resource Development; Science and Technology Facilities Council; ICTP South American Institute for Fundamental Research; Istituto Nazionale di Fisica Nucleare; Abdus Salam International Centre for Theoretical Physics; Nemzeti Kutatási Fejlesztési és Innovációs Hivatal; Leverhulme Trust; Scottish Funding Council; Russian Science Foundation; Institut des Origines de Lyon; Ministero dello Sviluppo Economico; Ministry of Education, India; National Research Foundation of Korea; Hungarian Scientific Research Fund; Generalitat Valenciana; Council of Scientific and Industrial Research, India; Centre National de la Recherche Scientifique; Industry Canada; National Natural Science Foundation of China; European Commission; Govern de les Illes Balears; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; National Research Foundation; Russian Foundation for Basic Research; European Regional Development Fund; Scottish Universities Physics Alliance; National Research, Development and Innovation Office; Agencia Estatal de Investigación; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Science and Engineering Research Board; National Science Foundation","keywords":"Neutrino; Neutron star; Kilonova; LIGO; Gravitational wave; Fermi Gamma-ray Space Telescope; Neutrino detector; Binary number","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02355429317662495,"gpt":0.2285413793304399,"spread":0.2049870861538149,"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":[0.0004641297,0.0003546444,0.0004635133,0.0001797101,0.00213738,0.0008521221,0.001491771,0.0001257058,0.003895566],"category_scores_gemma":[0.0000296289,0.0002762958,0.000154888,0.0002439368,0.001073075,0.0006826731,0.00133293,0.0008807007,0.00002284805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004339455,"about_ca_system_score_gemma":0.0003161642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01699501,"about_ca_topic_score_gemma":0.001405643,"domain_scores_codex":[0.9973987,0.0003655,0.0002589931,0.0006945785,0.000574783,0.0007073955],"domain_scores_gemma":[0.9968854,0.0007935619,0.000153433,0.00141951,0.0003328973,0.0004151881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00423399,0.000637605,0.07080377,0.00004227729,0.0006492581,0.0001256468,0.0001921473,0.00001489417,0.005018097,0.8829635,0.005598844,0.02971998],"study_design_scores_gemma":[0.01389865,0.0007111367,0.6908121,0.00009516935,0.0003952146,0.000001357956,0.001295428,0.001543062,0.00121651,0.0008705243,0.2884503,0.000710569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693947,0.0002384346,0.0003873324,0.008839811,0.0001527851,0.0008613046,0.0003805931,0.00005184621,0.01969313],"genre_scores_gemma":[0.9862969,0.00004061403,0.0005462928,0.000138353,0.0001678819,0.00002078541,0.0001391992,0.00003487381,0.01261514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.882093,"threshold_uncertainty_score":0.9999689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2210147218","doi":"","title":"A measure of the Hurst exponent variability on ground based magnetometer data for quiet and active magnetospheric periods","year":2005,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Space Agency; Goddard Space Flight Center; National Aeronautics and Space Administration","keywords":"QUIET; Magnetometer; Hurst exponent; Measure (data warehouse); Geodesy; Exponent; Geophysics; Meteorology; Physics; Statistical physics; Geology; Mathematics; Statistics; Magnetic field; Computer science; Data mining","authors":[{"name":"Dario Cersosimo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0348435189245803,"gpt":0.2135197803036186,"spread":0.1786762613790383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007217294,0.0002042693,0.0002893649,0.0001329542,0.0005110395,0.0001699575,0.0008118856,0.0001399787,0.001017711],"category_scores_gemma":[0.0003504968,0.0001620054,0.0001566896,0.000777022,0.0003644022,0.001085839,0.0001239778,0.0004477483,0.00002559603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003290626,"about_ca_system_score_gemma":0.0001251363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004551619,"about_ca_topic_score_gemma":0.00468309,"domain_scores_codex":[0.9980379,0.0004781836,0.0002191673,0.0005381009,0.0004092773,0.000317405],"domain_scores_gemma":[0.9980522,0.0005507686,0.0001104198,0.0009348223,0.0001304335,0.0002213286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005087853,0.001610667,0.3210982,0.0002256905,0.0007241738,0.00003431159,0.0006550998,0.003523023,0.00129962,0.007770897,0.00127064,0.6566998],"study_design_scores_gemma":[0.001817162,0.0007839139,0.8792245,0.00004020087,0.0003422896,0.000005960108,0.0005719276,0.03842971,0.0002579007,0.0001303685,0.07801405,0.0003820177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835084,0.0001213878,0.002426012,0.003786839,0.0001493298,0.0004785381,0.001055961,0.00005262924,0.008420873],"genre_scores_gemma":[0.9964886,0.000007385341,0.002050207,0.0003171987,0.00004537144,5.239827e-7,0.0001032678,0.000005775922,0.0009816361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6563178,"threshold_uncertainty_score":0.9998955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7010545564","doi":"","title":"Implementation of Machine Learning Methods for Ionospheric Scintillation Data Analysis","year":2020,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Ionosphere and magnetosphere dynamics","field":"Physics and Astronomy","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":"GNSS applications; Interplanetary scintillation; Ionosphere; TEC; Scintillation; Space weather; Total electron content","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04062825718572265,"gpt":0.3118349878851865,"spread":0.2712067306994638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003807973,0.00019687,0.0004036641,0.00008603227,0.0002932895,0.0001202828,0.0006582693,0.00007236319,0.0009085314],"category_scores_gemma":[0.0000566794,0.0002220643,0.0002290645,0.001566959,0.00007772475,0.001276806,0.0004790798,0.0003670229,0.00001206562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004715721,"about_ca_system_score_gemma":0.0001255074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007615323,"about_ca_topic_score_gemma":0.0001693404,"domain_scores_codex":[0.9984533,0.0002742159,0.0003286387,0.0004900594,0.0001655758,0.0002881812],"domain_scores_gemma":[0.9985943,0.0002883664,0.0002364265,0.0004753872,0.0002104961,0.0001949705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002991519,0.0002503291,0.4285542,0.00007578143,0.002693762,0.000003707792,0.0005494358,0.01013419,0.001962955,0.1877961,0.0004779435,0.3672024],"study_design_scores_gemma":[0.003524147,0.0006485684,0.03154447,0.00001424071,0.003807289,4.757896e-7,0.004736667,0.7978285,0.001094873,0.001610399,0.1544329,0.0007574738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07577225,0.00008450656,0.9189048,0.0007494844,0.00006476823,0.0003663816,0.0003041907,0.0000633536,0.003690207],"genre_scores_gemma":[0.9024454,0.000005932028,0.09604092,0.00005592409,0.00006671792,0.000001425312,0.0009191521,0.00002038081,0.000444093],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8266732,"threshold_uncertainty_score":0.9947782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029566239","doi":"","title":"Keynote Speaker: Josephine Burnett","year":2020,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Biomedical and Chemical Research","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":"Payload (computing); International Space Station; Space Shuttle; Test (biology); Launched; Space (punctuation); Space research; NASA Chief Scientist; Space technology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05458219392261603,"gpt":0.2490343664898273,"spread":0.1944521725672113,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002677726,0.0003332958,0.0005963981,0.0002270564,0.0002718067,0.0001438251,0.0007533527,0.00041168,0.001980531],"category_scores_gemma":[0.001104465,0.0003040276,0.0003180434,0.001771098,0.0007163342,0.0006771151,0.0007782999,0.002374694,0.001459709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274285,"about_ca_system_score_gemma":0.0003199402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005521677,"about_ca_topic_score_gemma":0.00001261447,"domain_scores_codex":[0.9968449,0.0001449295,0.0003452566,0.0007178407,0.00110133,0.0008457151],"domain_scores_gemma":[0.9963352,0.0002921316,0.00006337288,0.0005737021,0.0002871281,0.002448434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01842718,0.007446186,0.05431937,0.001779045,0.002412178,0.02412581,0.001349619,0.00001248493,0.3234432,0.2377047,0.1838106,0.1451696],"study_design_scores_gemma":[0.005881114,0.001351294,0.0142455,0.0001429771,0.0002985806,0.00008307635,0.0002170372,0.0009118915,0.006283509,0.0007572985,0.9692902,0.0005375465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6695001,0.0007650832,0.002523432,0.1591904,0.0001684805,0.0007441837,0.0001031465,0.0007341822,0.166271],"genre_scores_gemma":[0.9841596,0.0001159262,0.001373291,0.005160316,0.0003550228,0.00000123725,0.0001037298,0.0000426976,0.008688193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7854795,"threshold_uncertainty_score":0.9999412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7103349490","doi":"","title":"Jason Held","year":2016,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Space exploration and regulation","field":"Physics and Astronomy","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":"Battle; Space (punctuation); CubeSat; Rocket (weapon); International Space Station; Missile; Space Shuttle; Space research; Space Science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02150718395883042,"gpt":0.2091144764033534,"spread":0.187607292444523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004149438,0.0006335445,0.0006185247,0.0005591658,0.001106826,0.000701184,0.0009700063,0.0004632011,0.002854822],"category_scores_gemma":[0.00009977815,0.0005533708,0.0005161265,0.00131539,0.0006692971,0.005152864,0.0006335857,0.0009528858,0.003717175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005152203,"about_ca_system_score_gemma":0.000491116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007727625,"about_ca_topic_score_gemma":0.00007886659,"domain_scores_codex":[0.9961367,0.0006081284,0.000523172,0.001002735,0.0007011032,0.001028186],"domain_scores_gemma":[0.9967375,0.0004700864,0.0003116187,0.001118985,0.0004717723,0.0008899891],"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":[0.0004803455,0.001055703,0.02689334,0.0000271256,0.0004580891,0.00007390075,0.0003409288,0.00003808074,0.006635626,0.8689704,0.005317023,0.08970948],"study_design_scores_gemma":[0.007915587,0.0007392911,0.02800091,0.0005749793,0.0005674531,0.000008076832,0.002577772,0.000585027,0.00531681,0.006549129,0.9454198,0.001745094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5370358,0.0006127041,0.1753596,0.06202767,0.003614342,0.001908629,0.0006580573,0.0006006503,0.2181826],"genre_scores_gemma":[0.9296631,0.00006956251,0.0005373383,0.0001379115,0.0005335427,0.000002541575,0.00006594164,0.00006246973,0.06892764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9401029,"threshold_uncertainty_score":0.9996918,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7103313086","doi":"","title":"Diane Howard","year":2015,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Space exploration and regulation","field":"Physics and Astronomy","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":"Legislation; Space (punctuation); Space law; Subject (documents); Curriculum; Private sector; Supreme court; Liability","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06140032905876515,"gpt":0.2339451420214593,"spread":0.1725448129626941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006117866,0.0006468846,0.0006923265,0.0006016723,0.0008361731,0.001134656,0.001015728,0.0004620734,0.0006965987],"category_scores_gemma":[0.0001324791,0.0007356475,0.0004445128,0.001820852,0.0006245547,0.004882795,0.0007203541,0.001578947,0.003138031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006130761,"about_ca_system_score_gemma":0.001071289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000220575,"about_ca_topic_score_gemma":0.0001182147,"domain_scores_codex":[0.9959317,0.0007223096,0.0005173982,0.0009256459,0.0009090116,0.0009939778],"domain_scores_gemma":[0.9959031,0.0002100154,0.0003002127,0.001080045,0.000784693,0.001721983],"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":[0.0008091746,0.002038085,0.03530233,0.00004369599,0.000717276,0.0002330546,0.002044677,0.001064777,0.000494147,0.9047353,0.02285167,0.0296658],"study_design_scores_gemma":[0.007483029,0.0008020941,0.01174128,0.0001665538,0.0006194191,0.00001107735,0.01084606,0.004446362,0.0007327584,0.006140335,0.9554497,0.001561331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4956531,0.001361056,0.07479681,0.03937647,0.005146706,0.002144122,0.0005030388,0.0006635431,0.3803551],"genre_scores_gemma":[0.9577353,0.00002940385,0.001068587,0.0001706504,0.0006599062,0.000002467695,0.0002684511,0.00006749717,0.03999773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9325981,"threshold_uncertainty_score":0.9999022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7094276314","doi":"","title":"Dan Maurino","year":2018,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Occupational Health and Safety Research","field":"Health Professions","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":"Civil aviation; Aviation; Aviation engineering; Aviation safety; Aircraft maintenance; State (computer science); Occupational safety and health; International airport","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1013720163520787,"gpt":0.3652103793338354,"spread":0.2638383629817567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.002948067,0.0009408936,0.001211604,0.001507712,0.008319104,0.0003921008,0.002734031,0.001790292,0.008629438],"category_scores_gemma":[0.001991077,0.001011017,0.0006476258,0.004150855,0.002587022,0.003742977,0.002892508,0.007802995,0.0165892],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002769702,"about_ca_system_score_gemma":0.006406461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001485889,"about_ca_topic_score_gemma":0.001914483,"domain_scores_codex":[0.9860408,0.004909317,0.001435964,0.001755849,0.002043214,0.003814801],"domain_scores_gemma":[0.9865727,0.003690392,0.0004727996,0.002329043,0.003017129,0.003917942],"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":[0.01015477,0.003006279,0.3256196,0.001045976,0.0006583904,0.0008882635,0.001620096,0.00001423427,0.0002254144,0.5793443,0.02404801,0.05337472],"study_design_scores_gemma":[0.005365247,0.003348689,0.472335,0.0006683998,0.0002490678,0.00002607349,0.002550751,0.001627641,0.00005609038,0.001339977,0.5113091,0.001123946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4675696,0.000820053,0.001835553,0.0155904,0.002893164,0.003476448,0.0008360558,0.000417542,0.5065612],"genre_scores_gemma":[0.9506677,0.0003882895,0.001246034,0.001317793,0.001767295,0.0000121237,0.000200597,0.0001258648,0.04427432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5780042,"threshold_uncertainty_score":0.9995056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7103227976","doi":"","title":"Michael S. Dodge","year":2015,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Space exploration and regulation","field":"Physics and Astronomy","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":"Space law; Space policy; Outer space; Sovereignty; Space (punctuation); Legislation; Politics; Nexus (standard); National security","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04784507125383166,"gpt":0.2348784994716281,"spread":0.1870334282177964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006337934,0.0006671808,0.000689956,0.0006263729,0.0008938994,0.001028208,0.001063381,0.0004820442,0.0006407341],"category_scores_gemma":[0.0001080869,0.0007600356,0.0004525867,0.001801744,0.0006460054,0.004852883,0.0007936377,0.001600076,0.003052757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000610503,"about_ca_system_score_gemma":0.00106446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002485568,"about_ca_topic_score_gemma":0.0001392855,"domain_scores_codex":[0.9958969,0.0006998563,0.0005594127,0.0009600785,0.0008800962,0.001003662],"domain_scores_gemma":[0.9959484,0.000199805,0.0003186068,0.001102,0.0008324287,0.001598762],"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":[0.000713328,0.001838493,0.02445313,0.00003615365,0.0005973467,0.0001508969,0.001979885,0.0007368266,0.0006512837,0.9324143,0.01955791,0.01687044],"study_design_scores_gemma":[0.00812768,0.0007214511,0.009056946,0.0001678853,0.0006281617,0.00001202541,0.01209654,0.005624051,0.0009110349,0.007370228,0.9536703,0.001613731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5085424,0.00149969,0.06749601,0.02695052,0.004869867,0.002045708,0.000483647,0.0005988756,0.3875133],"genre_scores_gemma":[0.9557022,0.00002408936,0.001246988,0.0002072923,0.0006348216,0.000002468566,0.0002684919,0.00006986545,0.04184374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9341124,"threshold_uncertainty_score":0.9994851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7031387650","doi":"","title":"Page 104 Image 2","year":2013,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Mathematics, Computing, and Information Processing","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":"Shore; Image (mathematics); Key (lock); Image processing","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01478566533559555,"gpt":0.196784656572572,"spread":0.1819989912369765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004662875,0.000295333,0.0003313402,0.0004385269,0.0007527384,0.002156557,0.002351951,0.0001706214,0.0003477384],"category_scores_gemma":[0.0002768257,0.0003027404,0.0001600999,0.001125366,0.0002196674,0.01250748,0.001269963,0.0007380028,0.002282303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001654428,"about_ca_system_score_gemma":0.0001825246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005007267,"about_ca_topic_score_gemma":0.000007740347,"domain_scores_codex":[0.997742,0.0001626702,0.0004367422,0.0004681545,0.000538609,0.0006518316],"domain_scores_gemma":[0.9975882,0.0002587479,0.0002184367,0.001009216,0.0004792633,0.0004461216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008204697,0.0003127461,0.0004349897,0.0001192719,0.00006108517,0.00007619908,0.001332169,0.00002763208,0.001075392,0.953817,0.009147597,0.03358769],"study_design_scores_gemma":[0.00567592,0.0006906128,0.01523455,0.000523027,0.0001629846,0.0002565999,0.002666606,0.4811147,0.005859922,0.1159173,0.3682185,0.003679365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0505636,0.00006868219,0.6939425,0.00281145,0.000329274,0.000365335,0.000004763559,0.0007212533,0.2511931],"genre_scores_gemma":[0.8597108,0.00001493784,0.1311045,0.001111549,0.00007862086,0.000002880269,0.00001110522,0.00002579233,0.007939887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8378997,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6984702975","doi":"","title":"Page 72 Image 1","year":2013,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","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":"Honeymoon; Climax; Image (mathematics); Training (meteorology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03023294829908424,"gpt":0.2554150026229272,"spread":0.2251820543238429,"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":[0.0005253103,0.0002521963,0.0003248162,0.0002604995,0.002042023,0.0008830826,0.000846934,0.0002171715,0.001532219],"category_scores_gemma":[0.0006276781,0.0002626455,0.0001993728,0.0009594724,0.001039607,0.004677423,0.0005067456,0.0006556901,0.003279894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002101601,"about_ca_system_score_gemma":0.0002424072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003141214,"about_ca_topic_score_gemma":0.00279542,"domain_scores_codex":[0.997244,0.0005232231,0.0002243233,0.0004160794,0.0005966901,0.0009956901],"domain_scores_gemma":[0.9979798,0.0004286649,0.00008244609,0.0004823945,0.000338198,0.0006884573],"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":[0.0001520568,0.001179947,0.0801346,0.00005062274,0.0003787733,0.0004571461,0.0182082,0.000003326238,0.001800621,0.8005431,0.06494558,0.03214599],"study_design_scores_gemma":[0.002287703,0.000379991,0.1820769,0.00008450088,0.0002094687,0.000007362025,0.0480195,0.00003997065,0.0002178299,0.01082477,0.7546322,0.00121981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4457386,0.0002222444,0.0003983704,0.008375852,0.0002270096,0.0003981167,0.00002171311,0.0002781465,0.5443399],"genre_scores_gemma":[0.9688747,0.0000924333,0.0009105393,0.0006366713,0.0001414409,0.000002710603,0.000008645771,0.00001978237,0.0293131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7897184,"threshold_uncertainty_score":0.9999826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7093638831","doi":"","title":"Course 19 A","year":2022,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Esophageal and GI Pathology","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":"Course (navigation); Grief","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0283064889846337,"gpt":0.2447875629488653,"spread":0.2164810739642316,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001643577,0.0008972306,0.001424522,0.001095941,0.003618431,0.0002909956,0.002101408,0.0006119242,0.01038078],"category_scores_gemma":[0.000614855,0.001086306,0.0008027243,0.003491665,0.001459821,0.001619243,0.004012842,0.006905058,0.001742374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168179,"about_ca_system_score_gemma":0.002213389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002959274,"about_ca_topic_score_gemma":0.0001274087,"domain_scores_codex":[0.9913786,0.002418175,0.0008435025,0.001708126,0.0016321,0.002019469],"domain_scores_gemma":[0.9941146,0.0008802035,0.0003701927,0.002003867,0.0004169866,0.002214193],"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":[0.009138033,0.01787847,0.1380411,0.0005937301,0.002602012,0.1043432,0.003184892,0.0005005111,0.002749607,0.6375247,0.05125302,0.03219073],"study_design_scores_gemma":[0.0142262,0.006879512,0.07014915,0.0001523193,0.003410694,0.002113033,0.008101014,0.001243779,0.0001518701,0.002055357,0.8898228,0.001694239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6683238,0.01748765,0.001486293,0.041077,0.005082296,0.00283633,0.001796986,0.0008645856,0.2610451],"genre_scores_gemma":[0.90549,0.0002094038,0.0005182402,0.003492078,0.000369101,0.00001029319,0.0002163442,0.0001086908,0.08958589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8385698,"threshold_uncertainty_score":0.9991587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7093800698","doi":"","title":"Andrea Harrington","year":2015,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"International Law and Aviation","field":"Social Sciences","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":"Space (punctuation); Commonwealth; Excellence; Corporate governance; Aviation; Liability; Annals","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0575323153092112,"gpt":0.2657861838047358,"spread":0.2082538684955246,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001609679,0.0004589639,0.0005097897,0.0005233233,0.001661628,0.001233708,0.001694027,0.0006236972,0.0006990048],"category_scores_gemma":[0.0009948376,0.0005519711,0.000340132,0.001686561,0.001023293,0.005900509,0.000701173,0.001433652,0.00188564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001637674,"about_ca_system_score_gemma":0.001396956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00336226,"about_ca_topic_score_gemma":0.003171239,"domain_scores_codex":[0.9948114,0.001071517,0.000501484,0.0008442812,0.001727694,0.001043695],"domain_scores_gemma":[0.9960228,0.0003983457,0.0002826129,0.0006042339,0.00124989,0.001442077],"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":[0.0003251327,0.0005646216,0.009479916,0.00001511987,0.0001527034,0.0002153287,0.00191001,0.00005292235,0.00007331359,0.9790568,0.004796746,0.003357408],"study_design_scores_gemma":[0.003125214,0.0005887119,0.01021779,0.0001643612,0.0003228658,0.00001354891,0.005894709,0.0007531664,0.00028892,0.01249534,0.9651331,0.001002212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3164094,0.0003241236,0.001468878,0.009057937,0.0022861,0.0005120144,0.0001341461,0.0002375902,0.6695698],"genre_scores_gemma":[0.9265141,0.0001121003,0.0004790939,0.0003898445,0.0005591608,0.000001178369,0.00005875213,0.00003588861,0.07184987],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9665614,"threshold_uncertainty_score":0.9998031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7061875668","doi":"","title":"Senator Tom A Wright","year":2019,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Superconducting Materials 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":"Wright; On board; Legislature; Center (category theory); Drawing board","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009422717783171863,"gpt":0.1669940606395397,"spread":0.1575713428563679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001488496,0.0002274233,0.0002704028,0.0001996857,0.0001961657,0.0002450599,0.0005280771,0.0001877415,0.0009372947],"category_scores_gemma":[0.00002958857,0.0002453075,0.0001085152,0.0005566309,0.00008260466,0.001234251,0.0001687687,0.0005003742,0.002175604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001691529,"about_ca_system_score_gemma":0.00004610466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003205357,"about_ca_topic_score_gemma":0.000027136,"domain_scores_codex":[0.9987842,0.00006598423,0.0001924653,0.0003278265,0.0002083375,0.0004211637],"domain_scores_gemma":[0.9989166,0.0001282907,0.00002363279,0.0006051424,0.00008048628,0.0002458957],"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":[0.00009420836,0.0004940339,0.01321709,0.0002472867,0.0004395007,0.000191045,0.0005029971,0.001665976,0.3494241,0.6201637,0.007269664,0.006290408],"study_design_scores_gemma":[0.001994883,0.0001412492,0.008908177,0.00009174913,0.0001412121,0.00004612072,0.0008376637,0.002964015,0.02357862,0.00158815,0.9585907,0.001117439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9283953,0.00008739812,0.0005228939,0.0003993299,0.0004635362,0.0002592474,0.00004779486,0.0006171144,0.06920743],"genre_scores_gemma":[0.9948215,0.00002252373,0.001151149,0.00007686229,0.00007613593,0.000002329042,0.00002711204,0.00004250628,0.003779867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9513211,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7050267556","doi":"","title":"Yu Takeuchi","year":2019,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Space law; International law; Space (punctuation); International Space Station; Outer space; Space policy; Public international law; Human spaceflight; Treaty; Space research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01278621016379565,"gpt":0.2104021660528603,"spread":0.1976159558890647,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002886982,0.0002635186,0.0003152736,0.0003301399,0.0003071736,0.0003236044,0.0009341284,0.0001053275,0.1430112],"category_scores_gemma":[0.00003021168,0.000282852,0.0002016563,0.0008181112,0.000164569,0.0004136972,0.0007356582,0.000955778,0.003542552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004617464,"about_ca_system_score_gemma":0.0002324127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005917526,"about_ca_topic_score_gemma":0.00008885712,"domain_scores_codex":[0.997796,0.0002058209,0.0002384271,0.0005358094,0.0005682076,0.0006557103],"domain_scores_gemma":[0.9982044,0.0002555452,0.00007494243,0.0008316726,0.0002097397,0.0004237552],"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":[0.0002111513,0.00083952,0.1416706,0.00003608833,0.0002104798,0.00008061355,0.0001117971,0.00001833073,0.005172214,0.7187397,0.01125275,0.1216568],"study_design_scores_gemma":[0.002426253,0.0002939007,0.04455465,0.00003922754,0.00006740402,0.000001927021,0.0009304671,0.0007130936,0.0006072276,0.0008298031,0.9490404,0.000495676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3779656,0.00002270783,0.0006048044,0.001786733,0.0001535539,0.000403241,0.00004044923,0.00007297643,0.6189499],"genre_scores_gemma":[0.8636526,0.000002848952,0.0004507189,0.0001095543,0.00007875841,0.000002152568,0.00004814384,0.00002006309,0.1356352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9377876,"threshold_uncertainty_score":0.9999624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7103416827","doi":"","title":"Andrew A. Dallas","year":2021,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Diverse Education and Engineering Focus","field":"Social Sciences","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":"Crew; Active duty; Interim; Quarter (Canadian coin); Duty; Spear; Military Base","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03311699754330942,"gpt":0.2459515932742546,"spread":0.2128345957309452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000776523,0.0005112021,0.0006196192,0.0004597429,0.001975864,0.001608577,0.001437092,0.0006661222,0.00641361],"category_scores_gemma":[0.001036622,0.0006797295,0.0004544658,0.003716673,0.001015635,0.003404973,0.0008562636,0.00176435,0.00284368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009570468,"about_ca_system_score_gemma":0.002366157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005090844,"about_ca_topic_score_gemma":0.001147414,"domain_scores_codex":[0.9952016,0.0009250636,0.0004493023,0.001035754,0.001090997,0.001297282],"domain_scores_gemma":[0.995999,0.0005151737,0.0001503725,0.0009989867,0.0008286908,0.00150778],"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":[0.0001074789,0.001501548,0.003262209,0.00008377615,0.000429612,0.0014021,0.004914983,0.0001426045,0.0003985208,0.9543834,0.019094,0.01427979],"study_design_scores_gemma":[0.001380663,0.0001174246,0.005349817,0.0001374166,0.0003323251,0.00002086765,0.01507374,0.000172994,0.0002316085,0.0008050152,0.975567,0.0008111136],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1499465,0.002216269,0.001266174,0.02162641,0.005912953,0.0004120979,0.00014609,0.0004512396,0.8180223],"genre_scores_gemma":[0.8374029,0.001087137,0.001143464,0.0005256994,0.0004631813,0.000001085596,0.00005035715,0.00004943413,0.1592767],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.956473,"threshold_uncertainty_score":0.9995654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7012822060","doi":"","title":"Gary Ho","year":2018,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","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":"Certificate; Officer; Civil aviation; Aviation; Work (physics); Service (business); Interactive kiosk","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05035846834899087,"gpt":0.2081683346359879,"spread":0.157809866286997,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004213451,0.0002177352,0.0004144914,0.0005923546,0.0006062281,0.0002851785,0.000660153,0.0002819137,0.003138472],"category_scores_gemma":[0.0001619039,0.0002717146,0.0002356425,0.001321022,0.0003449585,0.001659814,0.0002848647,0.0006601101,0.004523897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002056139,"about_ca_system_score_gemma":0.00005013378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001387673,"about_ca_topic_score_gemma":0.0001158591,"domain_scores_codex":[0.9983825,0.00006687926,0.0004199427,0.0005755796,0.00009680802,0.0004582634],"domain_scores_gemma":[0.99858,0.00009022617,0.0002177054,0.0006620177,0.0001376666,0.0003123794],"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":[0.00004104766,0.0002089872,0.09682262,0.000004751474,0.000154921,0.00004510034,0.00008184581,0.000008102765,0.00001517445,0.8974786,0.003686592,0.001452197],"study_design_scores_gemma":[0.001296029,0.0002730463,0.1106362,0.00001968558,0.00007577588,0.00001019169,0.0002288446,0.001088266,0.000142303,0.01458988,0.8710519,0.0005878441],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2646338,0.0003513108,0.008875078,0.003679647,0.0004689152,0.0001287038,0.0001982097,0.0001780601,0.7214863],"genre_scores_gemma":[0.9690725,0.00002385603,0.0006575428,0.0003669688,0.0002130478,8.74385e-7,0.00004110667,0.00002139491,0.02960267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8828888,"threshold_uncertainty_score":0.9999735,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7021916493","doi":"","title":"Susan Willshire","year":2014,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Magnetic properties of thin films","field":"Physics and Astronomy","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":"Officer; Certificate; Chief executive officer; Certification; Compliance (psychology); Space (punctuation)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.009785684014995744,"gpt":0.1818133407065429,"spread":0.1720276566915472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003556639,0.0003322499,0.0003742032,0.0002129665,0.0005504413,0.000372475,0.001212645,0.0001413528,0.002595319],"category_scores_gemma":[0.00007758328,0.000343918,0.0002286783,0.0004963275,0.000352579,0.001374141,0.0007114382,0.0009317069,0.0008454078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009174505,"about_ca_system_score_gemma":0.000106224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003395904,"about_ca_topic_score_gemma":0.00003099021,"domain_scores_codex":[0.9978232,0.0003085079,0.0002592573,0.000542845,0.000397737,0.0006684843],"domain_scores_gemma":[0.9981262,0.0001960017,0.0001017745,0.0009306477,0.000163723,0.0004816222],"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":[0.0001292184,0.0004684868,0.02999617,0.00002383468,0.000152591,0.00002677421,0.000107711,0.00004101459,0.001000714,0.9125451,0.01166135,0.04384696],"study_design_scores_gemma":[0.002282717,0.0004222646,0.01069565,0.00006927861,0.0001819134,0.000004972186,0.0005179541,0.001524167,0.001343607,0.009219221,0.9728635,0.0008747833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2780012,0.00006281797,0.006470502,0.002773095,0.0003976384,0.0002941526,0.00005029951,0.000239243,0.711711],"genre_scores_gemma":[0.9687093,0.000002475121,0.002152451,0.0002311941,0.0001968809,0.000001748445,0.0000432921,0.00003653721,0.02862614],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9612021,"threshold_uncertainty_score":0.9999325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7093519189","doi":"","title":"Erik Seedhouse","year":2015,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Clinical practice guidelines implementation","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":"Human spaceflight; Subject (documents); Spaceflight; Spare part; Spacecraft; Aviation; Space (punctuation); Space research","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.3066660530564028,"gpt":0.3832353812265415,"spread":0.07656932817013878,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004544772,0.001023006,0.001521241,0.001088178,0.000831996,0.000892186,0.00164442,0.001069946,0.001594414],"category_scores_gemma":[0.01810127,0.001188971,0.0007012205,0.003150252,0.0011974,0.007147785,0.001993594,0.004685343,0.006159237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002398322,"about_ca_system_score_gemma":0.003950099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170886,"about_ca_topic_score_gemma":0.0008233926,"domain_scores_codex":[0.9897345,0.002105869,0.002249034,0.001715929,0.002334128,0.001860546],"domain_scores_gemma":[0.9870099,0.003259614,0.0008423337,0.00239919,0.002433875,0.00405511],"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":[0.03264181,0.02114634,0.2098753,0.0009754584,0.006338458,0.01906568,0.005007096,0.0007283567,0.003886306,0.2561604,0.2398483,0.2043265],"study_design_scores_gemma":[0.02319242,0.004287722,0.02634119,0.0004525673,0.004502821,0.0003214452,0.01293726,0.003025139,0.0003204564,0.001600089,0.9212869,0.001731983],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.712879,0.002885113,0.01524254,0.06993203,0.006695812,0.004009732,0.0005989945,0.001294925,0.1864619],"genre_scores_gemma":[0.9659193,0.0003690188,0.005959803,0.00372109,0.001112667,0.000003692932,0.0002707611,0.0001949146,0.02244879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6814386,"threshold_uncertainty_score":0.9993182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7093635707","doi":"","title":"Past & Future Sustainability on Campus from a Student’s Perspective","year":2020,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Sustainability in Higher Education","field":"Social Sciences","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":"Sustainability; Reputation; Prestige; Food systems; Sustainable development; Perspective (graphical)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02971634262702616,"gpt":0.301780235347482,"spread":0.2720638927204558,"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":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.00145437,0.001101437,0.001237751,0.0005602501,0.003507342,0.001894619,0.0037051,0.001322527,0.001982151],"category_scores_gemma":[0.004925258,0.001330421,0.0008179253,0.005504736,0.003050877,0.004280532,0.001600825,0.004681179,0.0009158565],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01476664,"about_ca_system_score_gemma":0.004484902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007729636,"about_ca_topic_score_gemma":0.004510886,"domain_scores_codex":[0.9867016,0.005057822,0.0008845942,0.002858262,0.002451662,0.002046027],"domain_scores_gemma":[0.9884341,0.002390518,0.0005212034,0.002018782,0.003990288,0.002645118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.002403488,0.005336984,0.1680533,0.000146773,0.0008243032,0.0004376336,0.1983514,0.0002191699,0.00003082011,0.6143703,0.006888435,0.002937371],"study_design_scores_gemma":[0.001912418,0.0008133593,0.1352149,0.00005397519,0.0005582523,0.000001489616,0.4529321,0.00002689979,0.00001151258,0.01344879,0.3939316,0.001094726],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7559838,0.0006270325,0.0003516953,0.2079078,0.002113893,0.002358808,0.0003078679,0.0004325197,0.0299166],"genre_scores_gemma":[0.9902906,0.0001133236,0.0003737073,0.001987058,0.003043627,0.00001213458,0.00008841183,0.00008568377,0.004005403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6009216,"threshold_uncertainty_score":0.999974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7093429913","doi":"","title":"Chip Wolfe","year":2021,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Chemistry and Stereochemistry Studies","field":"Chemistry","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":"Navy; Training (meteorology); Chip; Quarter (Canadian coin); Base (topology); Center (category theory)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02681583899143722,"gpt":0.2152931453726591,"spread":0.1884773063812219,"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":[0.000433714,0.001360421,0.001512214,0.0001797726,0.002117472,0.001320887,0.00218942,0.001515886,0.006555641],"category_scores_gemma":[0.001597244,0.001779727,0.001126703,0.002125021,0.001422582,0.002039718,0.00340944,0.004655853,0.0007815819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001150193,"about_ca_system_score_gemma":0.00147241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004970126,"about_ca_topic_score_gemma":0.0001027204,"domain_scores_codex":[0.9929006,0.0003769865,0.001039934,0.002354376,0.001260358,0.002067823],"domain_scores_gemma":[0.992961,0.0009769896,0.0004030058,0.002882108,0.001175158,0.0016017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003697771,0.01215138,0.0379165,0.0060725,0.009130808,0.042675,0.002598886,0.00008329422,0.7443621,0.07930941,0.03728634,0.02471608],"study_design_scores_gemma":[0.005078389,0.0001228436,0.001779988,0.0008111983,0.00139598,0.0004796649,0.005596923,0.0001444602,0.3775657,0.001043477,0.6035751,0.002406301],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4017908,0.004585349,0.0001614801,0.00404534,0.0005426323,0.0001660017,0.0007259332,0.0003284421,0.5876541],"genre_scores_gemma":[0.7997574,0.000642862,0.0005511259,0.0003098952,0.0005682909,0.000002783851,0.0003322424,0.00009523192,0.1977402],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5662888,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7068845957","doi":"","title":"Ana Monteiro","year":2019,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","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":"Construct (python library); Test (biology); Applied linguistics; Discourse analysis; Multiculturalism; Intercultural communication","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09443393683796537,"gpt":0.3001835810239464,"spread":0.205749644185981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003657912,0.0002899194,0.0004618943,0.001075908,0.0005849188,0.00196992,0.003733102,0.000160859,0.001571115],"category_scores_gemma":[0.001759235,0.0002629612,0.0002824884,0.003397598,0.0002822813,0.003127222,0.00241755,0.0007263833,0.01015136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002014772,"about_ca_system_score_gemma":0.0001430027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000132976,"about_ca_topic_score_gemma":0.0001690802,"domain_scores_codex":[0.994707,0.0005373468,0.0005482071,0.001434799,0.002058102,0.0007145577],"domain_scores_gemma":[0.9945746,0.001356124,0.0001983865,0.00291082,0.0004500666,0.000510001],"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":[0.0003925895,0.0009664582,0.1210834,0.00002467268,0.0002003794,0.000549401,0.0004745589,0.001009231,0.0007816593,0.5963941,0.1410735,0.1370502],"study_design_scores_gemma":[0.00131254,0.0001977426,0.06655891,0.00003460742,0.00005023021,0.000011147,0.001727021,0.006619875,0.00008315396,0.00642552,0.9164882,0.000491041],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6857404,0.00009755814,0.008199783,0.003014642,0.001685753,0.000401694,0.00007080567,0.0002653015,0.3005241],"genre_scores_gemma":[0.906676,0.000004433237,0.001497533,0.0003759974,0.00005398324,4.369679e-7,0.0000235031,0.00001624961,0.09135188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7754148,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7012826231","doi":"","title":"Michael C. Mineiro","year":2014,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Space exploration and regulation","field":"Physics and Astronomy","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":"Space law; Space policy; Space (punctuation); Government (linguistics); Outer space; Administration (probate law); Service (business); Sustainability","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01434457467850924,"gpt":0.2043121804064655,"spread":0.1899676057279562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001970409,0.0002055705,0.0002251258,0.0002209774,0.0003964698,0.0002105929,0.0003765646,0.0001047307,0.0005064015],"category_scores_gemma":[0.0000316837,0.0002140106,0.0001512401,0.0005145419,0.0001594668,0.001293555,0.0001709919,0.0004159863,0.0005101789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006263474,"about_ca_system_score_gemma":0.00006257795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008031717,"about_ca_topic_score_gemma":0.00004480877,"domain_scores_codex":[0.9987012,0.0001915052,0.0001729433,0.0003424634,0.0002503545,0.000341519],"domain_scores_gemma":[0.9989221,0.0001358063,0.00008408122,0.0004386897,0.0001448148,0.0002744971],"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":[0.00005456797,0.0002571908,0.02915245,0.00000618589,0.00007537987,0.000005297289,0.0001469483,0.0001166034,0.001482628,0.9524231,0.003046416,0.01323323],"study_design_scores_gemma":[0.00360742,0.0002484643,0.04906042,0.00005438915,0.0001748968,0.000003583101,0.001650952,0.007112944,0.002454045,0.01283561,0.9218936,0.0009036871],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5636963,0.00004024126,0.1132325,0.005620605,0.00054584,0.0003550102,0.0000396449,0.0002684265,0.3162014],"genre_scores_gemma":[0.9827262,0.000001149226,0.001346726,0.0001339832,0.0002320367,0.000001183078,0.00008724787,0.00002080447,0.01545072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9395875,"threshold_uncertainty_score":0.87271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7002067119","doi":"","title":"A Meteorological Analysis of the 2013 Alberta Flood: Antecendent Large-Scale Flow Pattern and Synoptic-Dynamic Characteristics","year":2015,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Oceanic and Atmospheric Administration; Embry-Riddle Aeronautical University","keywords":"Anticyclone; Rossby wave; Advection; Cyclogenesis; Front (military); Cyclone (programming language); Mesoscale convective system; Snow; Frontogenesis; Flash flood","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02010746255036047,"gpt":0.210045326945295,"spread":0.1899378643949345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003255262,0.0002330251,0.0005324977,0.0002799058,0.0003154796,0.0001879237,0.0008453196,0.000225872,0.0006215008],"category_scores_gemma":[0.0002557342,0.0001616399,0.0002470312,0.00143559,0.0005078933,0.0005622387,0.0003487739,0.0008120105,0.000102815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003286981,"about_ca_system_score_gemma":0.00008872399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003791109,"about_ca_topic_score_gemma":0.05139257,"domain_scores_codex":[0.9974165,0.0005159694,0.000318049,0.0004760326,0.0006583618,0.0006150703],"domain_scores_gemma":[0.9980817,0.0004558999,0.00009341782,0.0005232277,0.0001776199,0.0006681253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002078983,0.0001942532,0.9861268,0.00001674351,0.0003449518,0.00006345341,0.0001141444,0.0002320016,0.00004128501,0.0006954104,0.00008548557,0.01187753],"study_design_scores_gemma":[0.00064542,0.0003074206,0.9141889,0.00001237822,0.000510475,0.000009236831,0.0002335673,0.07602714,0.00000782387,0.0001328166,0.007725995,0.0001988118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992712,0.0002362125,0.001925485,0.002726969,0.0001409475,0.0001935981,0.0004184231,0.00003037964,0.001615971],"genre_scores_gemma":[0.9984732,0.0001159849,0.0005042175,0.0001402306,0.00002473873,3.420759e-7,0.0001068898,0.000005244202,0.0006291805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07579514,"threshold_uncertainty_score":0.9659171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7067286637","doi":"","title":"Lindsey Van Beusekom","year":2018,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Mathematics, Computing, and Information Processing","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":"Officer; Interim; Work (physics); Aviation; Repeal; Certification","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02274714113184313,"gpt":0.2212004468636545,"spread":0.1984533057318114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006538258,0.0002930817,0.0003284259,0.0005177626,0.001109002,0.001282929,0.002616266,0.0002054994,0.000168843],"category_scores_gemma":[0.0003323756,0.0003097041,0.0001478217,0.001404685,0.0003671894,0.006549121,0.001356839,0.0006960839,0.001285511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001721727,"about_ca_system_score_gemma":0.000278134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001624071,"about_ca_topic_score_gemma":0.00002446925,"domain_scores_codex":[0.9976581,0.0001596678,0.000437883,0.0005181906,0.0005759103,0.0006502593],"domain_scores_gemma":[0.9974025,0.0002314111,0.000236254,0.001111365,0.0005848526,0.0004335413],"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":[0.00002114789,0.0002306547,0.0006204214,0.00005145289,0.00005452081,0.00004660874,0.0019209,0.00002138788,0.0001315257,0.9630838,0.00277105,0.03104655],"study_design_scores_gemma":[0.003477479,0.0009769333,0.005455199,0.00036859,0.0001232373,0.0001499821,0.0009760835,0.181084,0.004467038,0.06879066,0.7321268,0.002003991],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03381471,0.00004525864,0.7054811,0.001552993,0.0004998496,0.0001863728,0.000005282002,0.0006291026,0.2577853],"genre_scores_gemma":[0.9274176,0.000008031952,0.06526564,0.0009727655,0.0002011074,7.136546e-7,0.00000766368,0.00002091062,0.006105549],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8942931,"threshold_uncertainty_score":0.9999355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7029525817","doi":"","title":"Keynote Speaker: Mary Prettyman","year":2020,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","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":"Closing (real estate); Bachelor; Aircraft industry; Vice president; Air transport; Corporation","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.09755047127916872,"gpt":0.2162944621695841,"spread":0.1187439908904154,"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":[0.0002503757,0.000332005,0.0004611981,0.0001251782,0.001983789,0.0003175477,0.0006194994,0.0001621792,0.001456374],"category_scores_gemma":[0.0001559248,0.0003429237,0.0002774851,0.0003151949,0.0007086142,0.001192046,0.0003608885,0.001017188,0.0008638217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004130241,"about_ca_system_score_gemma":0.0001315947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003260818,"about_ca_topic_score_gemma":0.0007767387,"domain_scores_codex":[0.9975448,0.0002546593,0.0003120926,0.0007479471,0.0004992084,0.0006412755],"domain_scores_gemma":[0.9983609,0.0001391362,0.0001070478,0.0004670338,0.0002704166,0.0006554801],"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":[0.0005098815,0.0006586919,0.00168296,0.0002957819,0.0004279876,0.0002746195,0.06240598,0.00001252584,0.0001159135,0.8178694,0.105855,0.009891246],"study_design_scores_gemma":[0.0006642272,0.0003825736,0.001119361,0.00001533272,0.0001064605,0.000003409562,0.01079422,0.00004420778,0.00001754187,0.0005351165,0.9859107,0.0004068466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1481948,0.003367895,0.0005734011,0.06786007,0.002176125,0.000900932,0.0002141784,0.001071083,0.7756415],"genre_scores_gemma":[0.9271081,0.0004884665,0.0003175775,0.004297493,0.002018115,0.000003539423,0.00005680359,0.00006259695,0.06564729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8800557,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7074029717","doi":"","title":"The Extratropical Transition of Tropical Cyclones. Part I: Cyclonic Evolution and Direct Impacts","year":2018,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Foundation for Climate and Atmospheric Sciences; National Oceanic and Atmospheric Administration; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Extratropical cyclone; Typhoon; Tropical cyclone; Middle latitudes; Cyclogenesis; Tropical cyclone scales; Baroclinity","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01628472540077737,"gpt":0.2263471997349187,"spread":0.2100624743341414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002194717,0.0002024808,0.0003576877,0.0001460907,0.0005344817,0.00009000598,0.0002262853,0.0002374161,0.00002953822],"category_scores_gemma":[0.0007718486,0.0001615762,0.0001466122,0.0004980924,0.001101835,0.0005391353,0.0001467053,0.0006242186,0.00002866748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001775579,"about_ca_system_score_gemma":0.0001863885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001641716,"about_ca_topic_score_gemma":0.0003654221,"domain_scores_codex":[0.9982926,0.0002444884,0.0002756784,0.0003418393,0.000395184,0.0004501909],"domain_scores_gemma":[0.9981498,0.0006191882,0.00007870577,0.0004487676,0.0002394663,0.0004640626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.01187213,0.002512636,0.3946438,0.0003015847,0.001000849,0.0009215942,0.0007829831,0.00002213565,0.01213305,0.5390609,0.005090322,0.03165808],"study_design_scores_gemma":[0.003873523,0.002762288,0.9590902,0.0003331855,0.0006437885,0.0001630812,0.0003114896,0.00109011,0.00189356,0.00127557,0.02821294,0.0003502941],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97773,0.0008739665,0.004051147,0.004132001,0.0001696687,0.0003056764,0.00004373408,0.0001214557,0.01257239],"genre_scores_gemma":[0.9985671,0.0001797221,0.0005984963,0.0001036032,0.0001826406,7.945258e-7,0.00001925338,0.00001604276,0.0003323322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5644464,"threshold_uncertainty_score":0.6588888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6999796589","doi":"","title":"Don Christie, Participant","year":2025,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Information and Cyber Security","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":"Aerospace; Product (mathematics); Work (physics); Information security; Industry 4.0","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02636665444425271,"gpt":0.2327148875243308,"spread":0.2063482330800781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000460781,0.000235709,0.0002936848,0.0004913806,0.000659704,0.0007566068,0.001938057,0.0001894522,0.00008055974],"category_scores_gemma":[0.0001702279,0.000251525,0.0001595147,0.001794708,0.0001913557,0.004022584,0.001121281,0.0007738987,0.0003738435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002002374,"about_ca_system_score_gemma":0.0003416116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001029576,"about_ca_topic_score_gemma":0.000151571,"domain_scores_codex":[0.9980127,0.0002236737,0.0003317415,0.0004388127,0.00039663,0.0005964016],"domain_scores_gemma":[0.9981473,0.000188824,0.00008992359,0.001006618,0.0002529617,0.0003143729],"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":[0.00002919922,0.000158401,0.0009522805,0.00001657339,0.0000475819,0.00005917016,0.0003000915,0.00001823469,0.00005147779,0.9886259,0.003010433,0.006730666],"study_design_scores_gemma":[0.00215721,0.0001808805,0.02378065,0.0001002143,0.0001087692,0.00001601709,0.000605216,0.01503248,0.001162494,0.01006983,0.9461234,0.0006628933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09763069,0.0003289544,0.3725771,0.01304989,0.001283358,0.0005211708,0.00002683579,0.001065526,0.5135165],"genre_scores_gemma":[0.9872546,0.00001981758,0.004112061,0.001546106,0.00002340578,0.000002041307,0.0000105595,0.000006900348,0.007024501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.978556,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7031421274","doi":"","title":"Captain Joe DePete","year":2019,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Manufacturing Process and Optimization","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":"Aviation; Government (linguistics); Vice president; Advisory committee; Politics; Aviation safety; Administration (probate law); Aviation law; Eleventh","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008349828292244928,"gpt":0.16481368489289,"spread":0.1564638566006451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000149752,0.0002458964,0.0002568699,0.0002899445,0.0001751904,0.0002326246,0.0005098687,0.000209632,0.0006054843],"category_scores_gemma":[0.00003670767,0.0002783863,0.0001050295,0.0004861894,0.00005967304,0.001461001,0.0001687508,0.0006746849,0.0006971344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001999041,"about_ca_system_score_gemma":0.00004758335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003342911,"about_ca_topic_score_gemma":0.0000554687,"domain_scores_codex":[0.9987153,0.00005929788,0.000181156,0.0003208904,0.0002673961,0.0004559993],"domain_scores_gemma":[0.9990753,0.00009062066,0.0000335466,0.0004656824,0.0000870071,0.0002478682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004711069,0.000642001,0.03060314,0.001199401,0.0008751351,0.0006992836,0.001073948,0.5543685,0.004072026,0.3345383,0.006415576,0.06504163],"study_design_scores_gemma":[0.005237252,0.0004389706,0.04574704,0.0002068657,0.0002970274,0.00005016975,0.0007254208,0.1556511,0.009321255,0.001957727,0.7778412,0.002526003],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6778528,0.0003461023,0.02704829,0.0004960238,0.0007241903,0.0004628502,0.00003825435,0.001199826,0.2918317],"genre_scores_gemma":[0.9912962,0.00005104242,0.001924234,0.00007372198,0.00003998346,9.697358e-7,0.00002946818,0.00004411545,0.006540208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7714255,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7111688522","doi":"","title":"Repurposed Wetlands - A Case Study of a Reconstructed Urban Stormwater System along East Central Florida’s Halifax River","year":2025,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Urban Stormwater Management Solutions","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":"Impervious surface; Stormwater; Wetland; Hydrology (agriculture); Surface runoff; Water quality; Watershed; Flood myth; Estuary","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01875484060913625,"gpt":0.2021787311349142,"spread":0.183423890525778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009837537,0.001089684,0.001441426,0.001480279,0.002198233,0.0006233676,0.002299501,0.0006094968,0.000753954],"category_scores_gemma":[0.0001299263,0.001226572,0.0005577546,0.003877294,0.0020815,0.004058482,0.003550176,0.001969856,0.0003157728],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0042742,"about_ca_system_score_gemma":0.000385049,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01580902,"about_ca_topic_score_gemma":0.01569908,"domain_scores_codex":[0.9914633,0.001580055,0.001615067,0.002067594,0.001295285,0.001978683],"domain_scores_gemma":[0.9952278,0.0002564301,0.0006208971,0.002607799,0.0002467146,0.001040396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001298302,0.004903388,0.9343935,0.0004426088,0.002510729,0.02318184,0.009556909,0.0005780282,0.0005177621,0.01563635,0.003962694,0.003017927],"study_design_scores_gemma":[0.02988512,0.004051669,0.728272,0.001652996,0.009669261,0.002180137,0.1520374,0.0114504,0.0004167085,0.0001384912,0.05599865,0.00424719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680219,0.0001402369,0.001486878,0.0003911503,0.001737932,0.002810583,0.0004867152,0.0003321379,0.02459247],"genre_scores_gemma":[0.985618,0.0000129066,0.000648657,0.00006052755,0.00008416183,0.00001159032,0.00004730314,0.0000678502,0.01344901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2061214,"threshold_uncertainty_score":0.9995482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7093587884","doi":"","title":"Kim Ellis","year":2015,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Reformation and Early Modern Christianity","field":"Arts and Humanities","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":"Government (linguistics); Work (physics); Space (punctuation); Space research; Publishing; Project commissioning; Space industry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08349018070482203,"gpt":0.2257069262898243,"spread":0.1422167455850023,"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":["insufficient_payload"],"category_scores_codex":[0.001090938,0.0008228982,0.0008957487,0.0008597284,0.002273773,0.003732594,0.001771976,0.0006097574,0.00366849],"category_scores_gemma":[0.0004239804,0.0008657238,0.0005356519,0.0007009706,0.001616718,0.008628578,0.001028024,0.00255926,0.007704589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002763,"about_ca_system_score_gemma":0.0009426457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001606758,"about_ca_topic_score_gemma":0.001827787,"domain_scores_codex":[0.9946476,0.0008662042,0.0008506029,0.000929506,0.001333441,0.001372692],"domain_scores_gemma":[0.994592,0.0002576588,0.000366504,0.001361782,0.0013344,0.002087646],"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":[0.0007730224,0.001309078,0.00125454,0.0001205619,0.0004018715,0.0004910847,0.01103454,0.000105072,0.00002030418,0.9347993,0.04298618,0.006704452],"study_design_scores_gemma":[0.003278084,0.000707392,0.001272773,0.0001374344,0.0003733483,0.00003250515,0.01240891,0.001788825,0.00005154276,0.002749344,0.9760945,0.001105335],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1336749,0.001392261,0.002871365,0.005823283,0.002659251,0.0007440914,0.0005693283,0.0005074539,0.8517581],"genre_scores_gemma":[0.882993,0.0001936949,0.0003370316,0.0007300244,0.0006752276,0.000001664129,0.0001443004,0.00007797436,0.1148471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9331083,"threshold_uncertainty_score":0.9997419,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7020039172","doi":"","title":"John Leonard Jordan (Course 13)","year":2025,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Civil and Structural Engineering Research","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":"Biography; George (robot)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01111939495443202,"gpt":0.2138203518003106,"spread":0.2027009568458785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002074094,0.0003276541,0.0003580032,0.0005348962,0.0003251601,0.000286241,0.0008820507,0.0002496975,0.0001840246],"category_scores_gemma":[0.0001179012,0.0003600031,0.0001910144,0.001476201,0.000196134,0.001019083,0.0003394414,0.001390345,0.0001767248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423407,"about_ca_system_score_gemma":0.0001288543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006018492,"about_ca_topic_score_gemma":0.0002460169,"domain_scores_codex":[0.9981908,0.00008036099,0.0002347606,0.0003811795,0.0003768062,0.0007360728],"domain_scores_gemma":[0.9986305,0.000209053,0.00001778331,0.0006335471,0.0001434569,0.0003656981],"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":[0.0004748026,0.0005929432,0.01949119,0.0009209339,0.001869768,0.001884083,0.0003930103,0.04681455,0.01225514,0.7168255,0.03859244,0.1598856],"study_design_scores_gemma":[0.003524318,0.0002428148,0.1438826,0.000338898,0.0003328299,0.00004968409,0.0005417047,0.04259247,0.002610734,0.004478966,0.7998015,0.001603434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7421255,0.001454031,0.006766265,0.002044747,0.00107479,0.0003807934,0.00006892307,0.001350066,0.2447349],"genre_scores_gemma":[0.9879987,0.0001063122,0.0005489547,0.0000580671,0.00005961652,0.000001961509,0.00002061087,0.00003545783,0.01117028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7612091,"threshold_uncertainty_score":0.9998852,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7001098673","doi":"","title":"IFR North of the Border","year":2005,"lang":"fr","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Diverse Cultural and Historical Studies","field":"Social Sciences","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":"Object (grammar); Perspective (graphical); Government (linguistics); Key (lock)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03535085722787813,"gpt":0.241873881430295,"spread":0.2065230242024169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0003001918,0.000312903,0.0004570963,0.000105288,0.002167102,0.0001528857,0.001483434,0.0003011619,0.001257043],"category_scores_gemma":[0.000317388,0.0002576597,0.0004530322,0.002324448,0.002860871,0.002160888,0.0009319471,0.001023902,0.0006568495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009480973,"about_ca_system_score_gemma":0.0002654248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003827017,"about_ca_topic_score_gemma":0.02665238,"domain_scores_codex":[0.9970824,0.0005695084,0.0003348486,0.0004454116,0.0008266571,0.0007412091],"domain_scores_gemma":[0.9981929,0.0002761211,0.0002007728,0.0004539181,0.0004631311,0.0004131304],"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":[0.0000780705,0.0008485299,0.01787057,0.00003872001,0.0002374115,0.00003146301,0.003457374,0.00007029755,0.00002995435,0.9290752,0.01281664,0.03544581],"study_design_scores_gemma":[0.0005859999,0.0001049818,0.03862957,0.00006476734,0.000283725,0.000001934835,0.00240544,0.00002417781,0.0000249988,0.0003811944,0.9571732,0.000319974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2989387,0.005400743,0.00005385905,0.07091105,0.002363737,0.0004443588,0.000173762,0.0001063163,0.6216075],"genre_scores_gemma":[0.7955018,0.0006900354,0.0003265204,0.0004709349,0.0003332963,6.758609e-7,0.000004486643,0.00001345418,0.2026588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9443566,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7103583557","doi":"","title":"Gary Ho","year":2018,"lang":"","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","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":"Certificate; Officer; Civil aviation; Aviation; Work (physics); Service (business); Interactive kiosk","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0487217244343261,"gpt":0.2160992683291254,"spread":0.1673775438947993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001097267,0.0006952781,0.001236194,0.001648594,0.001920002,0.001165012,0.001782685,0.001071407,0.01087091],"category_scores_gemma":[0.0004230691,0.0009576278,0.0007909188,0.00378029,0.001322769,0.004259648,0.001025512,0.002252677,0.01044582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007642148,"about_ca_system_score_gemma":0.000267988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002990818,"about_ca_topic_score_gemma":0.0002971357,"domain_scores_codex":[0.9952431,0.000291128,0.001272466,0.001612229,0.0002775364,0.001303554],"domain_scores_gemma":[0.9957252,0.00028922,0.0007912304,0.001711878,0.0004744439,0.001008093],"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":[0.0002282273,0.001052922,0.1374402,0.00003308104,0.0009501853,0.0002126832,0.0003093985,0.00003174708,0.0000165105,0.8467255,0.007029505,0.005970027],"study_design_scores_gemma":[0.002852794,0.0008795182,0.09592518,0.00009907403,0.0004544278,0.00002256084,0.0007035166,0.003823305,0.0001349875,0.007616245,0.8860126,0.001475811],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.259794,0.002318381,0.01118096,0.008580307,0.002213831,0.0004119349,0.001034786,0.0002208189,0.714245],"genre_scores_gemma":[0.9195992,0.0002802713,0.000676566,0.0005633179,0.0006982377,0.000001593798,0.0001029837,0.00006570851,0.07801212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8789831,"threshold_uncertainty_score":0.9998719,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1426155041","doi":"","title":"Patch or Rebuild: A Comparative Analysis of Multi-Agency Regime vs. Single-Agency Regime within US Domestic Space Traffic Management Regulation","year":2014,"lang":"en","type":"article","venue":"Scholarly Commons (Embry–Riddle Aeronautical University)","topic":"Space exploration and regulation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"U.S. Department of Commerce; U.S. Department of Transportation; National Aeronautics and Space Administration; U.S. Department of State; U.S. Department of Defense","keywords":"Agency (philosophy); Space (punctuation); Space law; Consolidation (business); Government (linguistics); Business; Public administration; Political science; Operations research; Engineering; Finance; Computer science; Sociology; Outer space","authors":[{"name":"Susan L Willshire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03756400761755664,"gpt":0.2579699937267946,"spread":0.220405986109238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004649023,0.0003901677,0.0007360511,0.001038552,0.0004500315,0.0001930037,0.0005118244,0.0001653435,0.0003723128],"category_scores_gemma":[0.00004444789,0.000374593,0.0003572412,0.003328097,0.0002941009,0.001326596,0.0002019905,0.0004468939,0.00007389764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002027853,"about_ca_system_score_gemma":0.00009403678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001488645,"about_ca_topic_score_gemma":0.0003375653,"domain_scores_codex":[0.9972006,0.0006066366,0.0005467285,0.0006824533,0.0005389382,0.0004246511],"domain_scores_gemma":[0.9977486,0.0002461398,0.0005084085,0.0008572685,0.000344197,0.0002954437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002090136,0.004752084,0.04424718,0.0001549664,0.005909301,0.00007895241,0.00863018,0.1072849,0.003002635,0.8043023,0.00155584,0.01799149],"study_design_scores_gemma":[0.01122344,0.001480413,0.5048978,0.0004720531,0.008596271,0.000006812193,0.007065142,0.4294338,0.001971802,0.002614679,0.02988256,0.002355291],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8735973,0.00003958567,0.1070647,0.0009162542,0.0002212123,0.0007363053,0.00004517738,0.0001559267,0.01722362],"genre_scores_gemma":[0.9776538,0.000004474665,0.008257369,0.00002941012,0.00005766053,0.000004877635,0.0002345351,0.00002439441,0.0137335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8016877,"threshold_uncertainty_score":0.9998706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}