{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":48,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":48,"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"},"query_hash":"6b463addcaac","filters":{"venue":"SMARTech Repository (Georgia Institute of Technology)"}},"results":[{"id":"W2176448436","doi":"","title":"Physically-based Models for Liquid Sounds.","year":2004,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Acoustics; Bubble; Sound (geography); Computer science; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01300287253726918,"gpt":0.2272743597764166,"spread":0.2142714872391474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002014598,0.0003268061,0.0005284697,0.0005735533,0.0005470949,0.00004362214,0.001902764,0.0005919517,5.193991e-7],"category_scores_gemma":[0.00009944449,0.0003128723,0.0002433363,0.0009454704,0.001144303,0.0006261321,0.0004120559,0.0003891922,0.000007503558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001697636,"about_ca_system_score_gemma":0.0005555451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003003983,"about_ca_topic_score_gemma":0.00001893975,"domain_scores_codex":[0.9979114,0.00001174212,0.0005444022,0.0007376153,0.0002729301,0.0005218876],"domain_scores_gemma":[0.9977738,0.0000351366,0.000293263,0.001523073,0.000311447,0.00006332835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005598059,0.0002972685,0.00005466732,0.00007445625,0.000108322,0.00004044529,0.00015874,0.002963787,0.02110698,0.9719064,0.0002197788,0.003013136],"study_design_scores_gemma":[0.002750591,0.00170128,0.00006507536,0.000203145,0.00007669228,0.00009486476,0.00007161079,0.005187483,0.4157588,0.5335795,0.03975354,0.0007574388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1400091,0.0003583264,0.8479672,0.004247748,0.001343199,0.0005968665,0.000006230046,0.001952901,0.00351835],"genre_scores_gemma":[0.7862737,0.000008537129,0.2131026,0.0001315073,0.00005892811,0.0002628714,0.00000272731,0.00001659816,0.000142545],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6462646,"threshold_uncertainty_score":0.9999323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2752548026","doi":"","title":"The loud bird doesn’t (always) get the worm: Why computational salience also needs brightness and tempo","year":2015,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Brightness; Computer science; Salience (neuroscience); Artificial intelligence; Physics; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.02103845939815387,"gpt":0.2488607040326565,"spread":0.2278222446345026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00047353,0.0002391438,0.0002793317,0.0003224418,0.0009776623,0.0001383555,0.001021254,0.0002218836,0.000005082823],"category_scores_gemma":[0.0003081082,0.0001409049,0.00009967162,0.001321386,0.003655069,0.0003121549,0.0003141864,0.0004014561,0.00003454683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008081418,"about_ca_system_score_gemma":0.0002580123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187568,"about_ca_topic_score_gemma":0.00005143728,"domain_scores_codex":[0.9980571,0.00009907991,0.0005003645,0.0004422079,0.0005598038,0.0003414704],"domain_scores_gemma":[0.9985657,0.00006052935,0.0003190054,0.000757108,0.0001817934,0.0001158108],"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":[0.0002753953,0.0006804975,0.03578441,0.00008147788,0.0001189235,0.0003244221,0.002859659,0.005578855,0.3972007,0.4884513,0.01208415,0.05656014],"study_design_scores_gemma":[0.002772861,0.0006660861,0.009485234,0.0002368006,0.0002950969,0.003303634,0.004932505,0.01222137,0.1636137,0.06503699,0.7360103,0.00142542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768999,0.0003225671,0.003819721,0.01404508,0.0009449487,0.0003340309,0.00000551428,0.00054309,0.003085141],"genre_scores_gemma":[0.9973186,0.00007268944,0.0009613734,0.0005767831,0.00006511172,0.00004207032,0.000001272707,0.00002090386,0.0009411795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7239262,"threshold_uncertainty_score":0.9990564,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2246934854","doi":"","title":"Physical modeling of landslide generated tsunamis in various scenarios from Fjords to Conical Islands","year":2014,"lang":"en","type":"dissertation","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fjord; Landslide; Geology; Bathymetry; Conical surface; Oceanography; Seismology; Geomorphology; Geography; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.008773192761927834,"gpt":0.2233887820725934,"spread":0.2146155893106656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020009,0.0004324469,0.001144126,0.0007317361,0.0001492819,0.00002610092,0.0006570991,0.0008408519,0.0000409818],"category_scores_gemma":[0.0001856626,0.0003926478,0.0001861933,0.0008190756,0.0002056878,0.000117575,0.00004763345,0.0007743461,0.00002716304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000298654,"about_ca_system_score_gemma":0.0004501944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01182478,"about_ca_topic_score_gemma":0.0294848,"domain_scores_codex":[0.997504,0.00004850709,0.0008784679,0.0007054197,0.000425733,0.0004378825],"domain_scores_gemma":[0.9985666,0.00007071981,0.0003815896,0.0006681261,0.000220444,0.0000925462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002145401,0.0009729649,0.620174,0.001157914,0.001938082,0.0008478279,0.005284028,0.09374144,0.03877634,0.002445475,0.0004932467,0.2320233],"study_design_scores_gemma":[0.009466994,0.005513402,0.4127914,0.006711114,0.001742366,0.0001483238,0.00373643,0.3546141,0.1647547,0.01496449,0.01968055,0.00587617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855238,0.0009330207,0.0002991672,0.00006950107,0.001412026,0.0003959067,0.00008580217,0.0001579442,0.01112286],"genre_scores_gemma":[0.9959053,0.00007311037,0.00294289,0.00001980164,0.0001658092,0.00001609782,0.0005587274,0.00001677945,0.0003014735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2608727,"threshold_uncertainty_score":0.9998525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2516249911","doi":"","title":"Bus rapid transit: theory and practice in the United States and abroad","year":2010,"lang":"en","type":"dissertation","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Transit (satellite); Transport engineering; Political science; Engineering; Public transport","retraction":null,"screen_n_in":null,"score":{"opus":0.006956317874293981,"gpt":0.2831245616965245,"spread":0.2761682438222305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141858,0.0002134253,0.0002788082,0.0007335937,0.0005368216,0.00007804054,0.0003364663,0.0009745821,0.000005638894],"category_scores_gemma":[0.0007468719,0.0001853071,0.00003925857,0.0009077369,0.0009516152,0.0003631446,0.000007531436,0.0008497582,7.257049e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002757287,"about_ca_system_score_gemma":0.0003087146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001979371,"about_ca_topic_score_gemma":0.004046818,"domain_scores_codex":[0.9984534,0.0002436928,0.0004232053,0.0003437861,0.0003125267,0.0002233858],"domain_scores_gemma":[0.998686,0.0003540526,0.0003815804,0.0002813818,0.0002529196,0.00004411267],"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":[0.00232737,0.0007861947,0.007440285,0.0009832382,0.000506911,0.0006383735,0.3153634,0.0008396874,0.01140912,0.55221,0.0006585877,0.1068368],"study_design_scores_gemma":[0.001691106,0.0003717469,0.02769537,0.0008703311,0.0007711803,0.0001488018,0.1787273,0.00006423247,0.004905999,0.01093642,0.7727792,0.001038256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758433,0.002544252,0.0002941939,0.00210191,0.001275602,0.0007833935,0.00002333131,0.0002778394,0.01685623],"genre_scores_gemma":[0.9765355,0.009612999,0.009397535,0.0002145792,0.0001405568,0.000167472,0.001291129,0.00005374969,0.002586501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7721207,"threshold_uncertainty_score":0.7556606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591300916","doi":"","title":"Adding sound to medical data representation","year":2015,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Computer science; Sound (geography); Representation (politics); Acoustics","retraction":null,"screen_n_in":null,"score":{"opus":0.1447489712286566,"gpt":0.4571154627353058,"spread":0.3123664915066492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002750472,0.0002639718,0.0006550965,0.0007252396,0.0005885994,0.00001268714,0.001934784,0.001125096,0.00004872303],"category_scores_gemma":[0.00648541,0.0002534893,0.00005275526,0.001430351,0.0003359447,0.0005190279,0.001314997,0.001489296,0.0003344954],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009092976,"about_ca_system_score_gemma":0.006599274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001483143,"about_ca_topic_score_gemma":0.001076539,"domain_scores_codex":[0.9953147,0.0003079407,0.001578872,0.0008655635,0.0009974403,0.0009354497],"domain_scores_gemma":[0.9951047,0.0001709694,0.0006294263,0.00279146,0.0005698432,0.0007336196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007140347,0.0007389886,0.4844697,0.002096244,0.000588998,0.0009069716,0.004133164,0.0001105609,0.01727536,0.1237405,0.2957456,0.06947988],"study_design_scores_gemma":[0.002368913,0.0006258403,0.001607454,0.001467137,0.00007873226,0.0003000794,0.003165638,0.0007959472,0.003154892,0.00405725,0.9818091,0.0005690515],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8737508,0.001171991,0.01265362,0.01613788,0.01784964,0.004165854,0.0000584425,0.002218175,0.0719936],"genre_scores_gemma":[0.9768024,0.00003149923,0.01744653,0.0005801027,0.00116018,0.0005016285,0.0001022162,0.00007216785,0.003303288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6860635,"threshold_uncertainty_score":0.9999917,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2515823682","doi":"","title":"A Conscious Geography: the Role of Research Centers in the Coordination of Innovation Policy and Regional Economic Development in the US and Canada","year":2008,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Regional Development and Policy","field":"Social Sciences","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":"Economic geography; Regional policy; Regional science; Regional development; Economic growth; Geography; Political science; Economics","retraction":null,"screen_n_in":null,"score":{"opus":0.02095746959612332,"gpt":0.2851436122475898,"spread":0.2641861426514665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272721,0.00007443687,0.0001338446,0.0007548512,0.0004150704,0.0000110424,0.0004236028,0.0001111271,3.828672e-7],"category_scores_gemma":[0.000182769,0.00004891809,0.0000133356,0.001299569,0.002397182,0.0001038148,0.00006142214,0.0002150686,1.004911e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190623,"about_ca_system_score_gemma":0.002918653,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5062166,"about_ca_topic_score_gemma":0.4170785,"domain_scores_codex":[0.9988033,0.0001297589,0.0003921736,0.0001369219,0.0003484915,0.0001894259],"domain_scores_gemma":[0.999325,0.0001383674,0.000194533,0.0001692389,0.0001602588,0.00001255713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002466289,0.00004214502,0.6375742,0.00001736997,0.00002214593,0.000009594423,0.006330165,0.000007209128,0.0008381998,0.3520399,0.0004490042,0.002645394],"study_design_scores_gemma":[0.0004658474,0.00005604406,0.7687724,0.0000951403,0.000005061589,0.00007192866,0.007195441,0.00001103619,0.003532429,0.008846239,0.210831,0.0001174606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985071,0.0002247473,8.923454e-7,0.009912651,0.0000655431,0.0003757635,0.000001696069,0.00000685327,0.004340847],"genre_scores_gemma":[0.9995128,0.0001612463,0.0001389757,0.00006892151,0.0000279119,0.00004160043,0.000002652611,0.000002551878,0.00004334079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3431937,"threshold_uncertainty_score":0.8832516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W122549501","doi":"","title":"Policy Environments and Institutional Factors that Shape the Role of Technology in Entrepreneurial Culture: An Exploratory Study in Mexico and Canada","year":2008,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Exploratory research; Political science; Entrepreneurship; Business; Regional science; Economic geography; Economic growth; Geography; Sociology; Economics; Social science; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.0110550069405828,"gpt":0.201234358760162,"spread":0.1901793518195793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001319935,0.0002490022,0.0003807279,0.0007714403,0.0003025219,0.00002095991,0.0004373764,0.0002025112,0.000002201126],"category_scores_gemma":[0.0001193158,0.0001935211,0.00002834629,0.0007417343,0.001251338,0.0007497229,0.0005039415,0.0003042711,4.146729e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001508,"about_ca_system_score_gemma":0.0002101248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07844872,"about_ca_topic_score_gemma":0.1488319,"domain_scores_codex":[0.9985037,0.00001702458,0.000463477,0.0004510565,0.00028414,0.0002805473],"domain_scores_gemma":[0.9992225,0.00001324922,0.0003020215,0.000405208,0.00004049281,0.00001649812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003016618,0.0002265214,0.9877098,0.0000199756,0.00003471171,0.00006642011,0.0003847007,0.00005801055,0.004632845,0.005344506,0.000007869766,0.001484466],"study_design_scores_gemma":[0.001493053,0.0001542323,0.9571365,0.00009905663,0.00004745119,0.0000444359,0.0129171,0.00008725961,0.0161071,0.002952923,0.008589685,0.0003712528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975572,0.0007755228,9.468949e-7,0.0004476781,0.0002608396,0.000455357,0.000004019158,0.00005251566,0.0004459108],"genre_scores_gemma":[0.9996211,0.0001486838,0.00004328348,0.00004589338,0.00006046287,0.00005597592,0.000003706287,0.00001031016,0.00001058936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07038321,"threshold_uncertainty_score":0.9276879,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7000776490","doi":"","title":"Has the COVID-19 Pandemic Changed People’s Attitude about Where to Live? Some Preliminary Answers from a Study of the Atlanta Housing Market","year":2021,"lang":"en","type":"dissertation","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Urban, Neighborhood, and Segregation Studies","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":"Atlanta; Quarter (Canadian coin); Unemployment; Social distance; Pandemic; Public housing; Work (physics); Vitality; Crunch","retraction":null,"screen_n_in":null,"score":{"opus":0.03514712502643964,"gpt":0.2981982974297887,"spread":0.2630511724033491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000718661,0.0004946888,0.0009721815,0.0004409583,0.002654884,0.0001296379,0.001818168,0.000960349,0.00004793628],"category_scores_gemma":[0.001142469,0.0003695513,0.000298521,0.001509272,0.001151084,0.0002610639,0.0004088277,0.0008822915,0.00000474067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005176385,"about_ca_system_score_gemma":0.002268814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02994857,"about_ca_topic_score_gemma":0.2411392,"domain_scores_codex":[0.9961985,0.0004229429,0.0009389493,0.000863508,0.001075762,0.0005003221],"domain_scores_gemma":[0.9965671,0.0003027676,0.001124447,0.001340909,0.0005261949,0.0001386267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008365017,0.001290094,0.7209279,0.0006713776,0.002287309,0.0001630272,0.2510636,0.00009754681,0.00418349,0.002011141,0.01317179,0.003296262],"study_design_scores_gemma":[0.002284804,0.0009697271,0.3467733,0.001943648,0.002044832,0.000031678,0.5224052,0.00002436002,0.001778265,0.001200105,0.119129,0.001415074],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808988,0.006047708,0.0000176452,0.00277393,0.003896063,0.002464569,0.00006118198,0.0003499504,0.003490149],"genre_scores_gemma":[0.9916744,0.0009030572,0.0001682912,0.0001346658,0.0003578105,0.0004279644,0.00004413259,0.00004775358,0.00624188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3741547,"threshold_uncertainty_score":0.9998757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2603512385","doi":"","title":"Simulation of mode II unconstrained fracture path formation coupled with continuum anisotropic damage propagation in shale","year":2016,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Anisotropy; Oil shale; Fracture (geology); Path (computing); Mode (computer interface); Physics; Mechanics; Materials science; Geology; Geotechnical engineering; Computer science; Optics","retraction":null,"screen_n_in":null,"score":{"opus":0.003931727866466814,"gpt":0.1967936107960595,"spread":0.1928618829295927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009822506,0.0001904949,0.0003542521,0.000518686,0.00008016219,0.000008620838,0.0002076417,0.0003290312,0.000005660519],"category_scores_gemma":[0.00006780336,0.0001328885,0.00006181808,0.000508367,0.0002443456,0.0005040559,0.00003626044,0.0001984926,0.0000013982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001505825,"about_ca_system_score_gemma":0.00006959443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000601188,"about_ca_topic_score_gemma":0.0001633087,"domain_scores_codex":[0.9988406,0.00001428273,0.0005237584,0.0002024165,0.00021216,0.0002068349],"domain_scores_gemma":[0.9991319,0.00002456699,0.0002277533,0.000428187,0.0001540883,0.00003352738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004245129,0.00006823827,0.004796523,0.0001836274,0.00007873575,0.00002437039,0.0001502253,0.7976183,0.1952818,0.0001020833,0.0000140207,0.001639629],"study_design_scores_gemma":[0.001849897,0.0002950066,0.004515945,0.0007317556,0.00008607384,0.00001844086,0.0001018307,0.4919408,0.4988694,0.0003690719,0.0009030604,0.0003186965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8286686,0.00005142988,0.1699913,0.0001551751,0.000109798,0.0002726709,0.000005512046,0.0002871269,0.000458377],"genre_scores_gemma":[0.9973432,0.00001151277,0.002456054,0.000003161336,0.00002547393,0.00003146461,0.00001352559,0.00001890924,0.00009673463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3056774,"threshold_uncertainty_score":0.5419034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1599821642","doi":"","title":"Perceived Self Motion in Virtual Acoustic Space Facilitated by Passive Whole-Body Movement","year":2008,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Multisensory perception and integration","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Movement (music); Motion (physics); Acoustics; Multisensory integration; Communication; Computer science; Perception; Sound (geography); Active listening; Position (finance); Computer vision; Psychology; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01285220388692354,"gpt":0.256012654741592,"spread":0.2431604508546684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001355114,0.0003673863,0.0004741938,0.0008070592,0.0002516677,0.0000155968,0.0003803964,0.0007860775,0.0002306176],"category_scores_gemma":[0.0001010872,0.0003728073,0.0001292261,0.0007089147,0.0007087347,0.0003300305,0.00007299154,0.0006684237,0.0002877969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000476496,"about_ca_system_score_gemma":0.000125301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004302594,"about_ca_topic_score_gemma":0.00008546969,"domain_scores_codex":[0.9975597,0.0001125907,0.0008169796,0.0007195902,0.0003356686,0.0004554315],"domain_scores_gemma":[0.9985379,0.00002323253,0.0003174771,0.0007792233,0.0002456425,0.00009652528],"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":[0.0001225886,0.0009451401,0.008461416,0.00002456387,0.0001142865,0.0002147017,0.002589882,0.0002949425,0.9750189,0.002353767,0.00701429,0.00284556],"study_design_scores_gemma":[0.01429041,0.004549583,0.57045,0.0005521866,0.0003040478,0.001101997,0.02243762,0.008529935,0.2732869,0.0006057408,0.1010044,0.002887233],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866915,0.00008158325,0.004014605,0.0007095076,0.001706664,0.0007693091,0.00004579273,0.0006859389,0.005295116],"genre_scores_gemma":[0.9895871,0.00003964268,0.0008705572,0.00007931991,0.0000528821,0.000195739,0.00007896929,0.00003010616,0.009065732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.701732,"threshold_uncertainty_score":0.9998724,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2515418109","doi":"","title":"Modeling the Anisotropic Damaged Zone Around Hydraulic Fractures: Thermodynamic Framework and Simulation of Mechanical Tests","year":2013,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Anisotropy; Geology; Geotechnical engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.006146224639472012,"gpt":0.2216921803134528,"spread":0.2155459556739808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001360498,0.0002604518,0.0004271734,0.0003252002,0.0002009051,0.00003989023,0.000471174,0.0005689844,0.000008899382],"category_scores_gemma":[0.0001435973,0.0001924407,0.0001182962,0.0005058841,0.000340357,0.0002693158,0.00012167,0.0006985805,0.000005347794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007191517,"about_ca_system_score_gemma":0.00003994163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002748133,"about_ca_topic_score_gemma":0.00003523216,"domain_scores_codex":[0.9985854,0.00003026524,0.0005539054,0.000292685,0.000256573,0.0002811408],"domain_scores_gemma":[0.9987523,0.00008704385,0.000134241,0.0008454614,0.0001213193,0.00005964301],"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":[0.000006063621,0.00003536167,0.0003806971,0.00009066367,0.0001716051,0.000007104706,0.00008632016,0.9485181,0.04715653,0.0003843458,0.000005890905,0.003157299],"study_design_scores_gemma":[0.0002134625,0.00007145942,0.0009259136,0.0001612457,0.0001092713,0.00001959569,0.0001326414,0.9751487,0.01742299,0.005352,0.0002403572,0.0002023265],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7693419,0.0006612735,0.228661,0.0001915349,0.00024362,0.0002612146,0.000001422984,0.000333456,0.0003045376],"genre_scores_gemma":[0.9938945,0.00007650588,0.005838362,0.00001579829,0.00006745414,0.00004208299,0.00000350487,0.00003424481,0.00002761327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2245525,"threshold_uncertainty_score":0.7847504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7056007011","doi":"","title":"Digital image-based computational approaches for three-dimensional microstructure characterization","year":2019,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":"Tortuosity; Sphericity; Planar; Microstructure; Shearing (physics); Characterization (materials science); Node (physics); Medial axis; Granularity; Network topology","retraction":null,"screen_n_in":null,"score":{"opus":0.008167320807575387,"gpt":0.2100984590231491,"spread":0.2019311382155737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007479155,0.0001935975,0.0002503999,0.0002862702,0.0001416106,0.00007080309,0.0003137841,0.000143009,0.001031157],"category_scores_gemma":[0.0000117292,0.0001870239,0.0001228267,0.0003000363,0.0003107363,0.0001212905,0.0001244313,0.0001967272,0.0000206172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001881364,"about_ca_system_score_gemma":0.0003577138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002156255,"about_ca_topic_score_gemma":0.000002616822,"domain_scores_codex":[0.9987329,0.000006807084,0.0003678168,0.000382087,0.0002654009,0.0002449427],"domain_scores_gemma":[0.9990584,0.00002947649,0.0002234662,0.0003812455,0.0002612893,0.00004607735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000197399,0.0004433556,0.1121572,0.0002226253,0.0001770701,0.000005211427,0.00001330193,0.001666194,0.591566,0.03277218,0.000559394,0.2602201],"study_design_scores_gemma":[0.01023017,0.001409248,0.128876,0.0004163592,0.0001713184,0.00003665967,0.0001634233,0.2185136,0.3846133,0.01180173,0.2419689,0.001799265],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.938294,0.0000133595,0.04822987,0.001099169,0.0005120398,0.001476847,0.0002177711,0.0001310831,0.0100259],"genre_scores_gemma":[0.9809371,4.440922e-8,0.01576275,0.00001217256,0.00008138663,0.0001353757,0.0007954452,0.0000193413,0.002256391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2584209,"threshold_uncertainty_score":0.999882,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6996353800","doi":"","title":"Ridership survey of the transportation of elderly and handicapped persons in Cherokee and Richmond Counties","year":2012,"lang":"en","type":"report","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cherokee; Quarter (Canadian coin); Nursing homes; Public health","retraction":null,"screen_n_in":null,"score":{"opus":0.03883378390679815,"gpt":0.2581158987517291,"spread":0.219282114844931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002230403,0.0006650778,0.001743335,0.001689216,0.0001738446,0.0000220448,0.0007551179,0.002056494,0.000005466376],"category_scores_gemma":[0.0007552729,0.0005761682,0.000206559,0.001762461,0.004846817,0.0004037324,0.0001328018,0.001280589,0.000001417782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004052007,"about_ca_system_score_gemma":0.001943734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01795001,"about_ca_topic_score_gemma":0.01584951,"domain_scores_codex":[0.995509,0.0001719094,0.001864004,0.0007598252,0.001149773,0.0005454723],"domain_scores_gemma":[0.9946212,0.0001141384,0.002909385,0.001297837,0.0009670181,0.00009047984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002184904,0.0003410215,0.9344695,0.002650201,0.0005527876,0.00002551547,0.0007692056,0.00000693555,0.05761635,0.0005776624,0.0008636117,0.001908758],"study_design_scores_gemma":[0.001279482,0.0003529578,0.9135554,0.00182618,0.0007278518,0.0001320588,0.0005151791,0.000006935744,0.06943016,0.0001681359,0.01141528,0.0005903479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831809,0.01056909,0.00001500353,0.00008123464,0.001270201,0.001189505,0.0007156751,0.0001539247,0.002824489],"genre_scores_gemma":[0.9977033,0.0008890636,0.0004852345,0.000001510865,0.00004150087,0.00008602557,0.00009613168,0.0001121038,0.000585133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02091403,"threshold_uncertainty_score":0.999669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7049382458","doi":"","title":"2nd Quarter Highlights, FY 2007-2008","year":2008,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Superconducting Materials and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Government (linguistics); Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.009335196107565545,"gpt":0.1930559734255961,"spread":0.1837207773180305,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006924143,0.0002544914,0.0003523251,0.0003263715,0.0002678223,0.0000178451,0.0004313897,0.0004001302,0.00004887681],"category_scores_gemma":[0.00002392129,0.0002506332,0.00009162809,0.0004536621,0.000514326,0.0002958045,0.00006081607,0.0002561454,0.00009433336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008341358,"about_ca_system_score_gemma":0.00007392184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004779662,"about_ca_topic_score_gemma":0.000004986961,"domain_scores_codex":[0.9986709,0.000008405176,0.0005063963,0.0003144788,0.0001670027,0.0003328421],"domain_scores_gemma":[0.998953,0.00001285985,0.00007984866,0.0007900766,0.00009637907,0.00006782299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000008117688,0.0001163924,0.002953117,0.0001079855,0.0001271418,0.0001404827,0.0001516348,0.0004273468,0.9631287,0.01370811,0.01847627,0.0006546932],"study_design_scores_gemma":[0.0003650488,0.0000672757,0.001925178,0.00006112874,0.00003613332,0.0006693976,0.00007437587,0.0001059959,0.7276606,0.0005629331,0.2680888,0.0003830706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819251,0.0005793927,0.0007858718,0.000321021,0.002403564,0.0002699718,0.00001078678,0.001798499,0.01190583],"genre_scores_gemma":[0.9903671,0.0001476561,0.008614508,0.00001224009,0.0002415307,0.000109898,0.000009842714,0.00004081811,0.0004564472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2496126,"threshold_uncertainty_score":0.9999946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7052099823","doi":"","title":"Price discovery for dually traded securities :
\\nevidence from the US-Listed Canadian stocks","year":2009,"lang":"en","type":"dissertation","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Price discovery; Cryptocurrency; Work (physics); Production (economics)","retraction":null,"screen_n_in":null,"score":{"opus":0.006203276002019515,"gpt":0.2054860665493282,"spread":0.1992827905473087,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009531585,0.0004654677,0.0005297155,0.0004142722,0.0004216192,0.000144116,0.001093445,0.00104394,0.000002293545],"category_scores_gemma":[0.0001965722,0.0004411712,0.0001952527,0.0005372022,0.0002281146,0.0003202007,0.00002628471,0.0007433332,0.000005814248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003142748,"about_ca_system_score_gemma":0.0007945207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01151266,"about_ca_topic_score_gemma":0.1509474,"domain_scores_codex":[0.9981115,0.000009956439,0.0006761709,0.0004812871,0.0002465644,0.0004745154],"domain_scores_gemma":[0.9983445,0.0001415939,0.000263237,0.0009380506,0.000201955,0.0001106666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004794791,0.001189281,0.006183942,0.005089421,0.00578131,0.0007978991,0.004925383,0.03279698,0.3971721,0.3015969,0.1397276,0.1042596],"study_design_scores_gemma":[0.001261606,0.0002997223,0.04898812,0.003285249,0.001063297,0.00008036255,0.001032799,0.002672873,0.4628682,0.01551503,0.4607478,0.002184995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831469,0.00233203,0.0004228637,0.0007021701,0.002485716,0.001609131,0.0009143021,0.0006369412,0.007749921],"genre_scores_gemma":[0.9928803,0.00045308,0.002633506,0.00005514693,0.0002549879,0.0009400418,0.001486912,0.00008579092,0.001210256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3210202,"threshold_uncertainty_score":0.999804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024991305","doi":"","title":"1st Quarter Highlights, Volume 4, Issue 1","year":2005,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Coenzyme Q10 studies and effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Quarter (Canadian coin); Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.003358178604401358,"gpt":0.2061968654285458,"spread":0.2028386868241445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001203622,0.0002952011,0.000343185,0.0002016778,0.0002447614,0.00002050675,0.0004879469,0.0005159127,0.00002210693],"category_scores_gemma":[0.00005320022,0.000278384,0.0001653335,0.0002949553,0.0005206406,0.00001890976,0.0002929574,0.0002133029,0.00009243763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005588858,"about_ca_system_score_gemma":0.0001158631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003927937,"about_ca_topic_score_gemma":0.00006723091,"domain_scores_codex":[0.9983989,0.00001994905,0.0004287976,0.0005531117,0.0001824327,0.0004168235],"domain_scores_gemma":[0.9986343,0.000003931782,0.0001871135,0.000933625,0.0001621749,0.00007879015],"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":[0.0000842681,0.0002127011,0.003812653,0.00006248701,0.0002115565,0.00004001372,0.00004164671,0.00006311102,0.762506,0.001807329,0.2263059,0.004852376],"study_design_scores_gemma":[0.000359703,0.0003434672,0.0007578027,0.00002622517,0.00003084477,0.00007636913,0.00003614474,0.00002517655,0.3852188,0.00002167796,0.6128979,0.0002058792],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755788,0.003520719,0.0008290741,0.006746343,0.001990715,0.0004979385,0.00001361824,0.0002817528,0.01054106],"genre_scores_gemma":[0.9865677,0.0001811038,0.005127301,0.0001243559,0.0009262233,0.00007627422,0.00002536135,0.0000317465,0.006939909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3865921,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7065916710","doi":"","title":"Floodplain Mapping In Georgia Using Digital Orthophoto Quarter Quadrangle Base Maps","year":2013,"lang":"en","type":"other","venue":"SMARTech Repository (Georgia Institute of Technology)","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":"Quadrangle; Orthophoto; Floodplain; Quarter (Canadian coin); Base (topology)","retraction":null,"screen_n_in":null,"score":{"opus":0.0087073481687791,"gpt":0.219845038768523,"spread":0.2111376905997439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001855961,0.0006462014,0.0008998368,0.002290089,0.0001322908,0.0001344441,0.000917077,0.0007485436,0.01558502],"category_scores_gemma":[0.00002580805,0.0006676599,0.0002490902,0.001088812,0.0006509012,0.0001310553,0.0005112097,0.0009464196,0.0001760271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009787712,"about_ca_system_score_gemma":0.0007213354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006731269,"about_ca_topic_score_gemma":0.0002525325,"domain_scores_codex":[0.9967785,0.00003885847,0.0009765624,0.000908841,0.0005254011,0.0007718682],"domain_scores_gemma":[0.9976906,0.00002525667,0.0006056698,0.001408465,0.0001276558,0.000142319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001024335,0.003017287,0.1322596,0.001998595,0.001556425,0.001285547,0.0004299058,0.00005258333,0.1836106,0.02144837,0.387681,0.2665575],"study_design_scores_gemma":[0.001648353,0.0001388893,0.0003679368,0.001323344,0.00006602476,0.00002705206,0.0008047173,0.0004500095,0.007029425,0.0003737132,0.9867722,0.0009983161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1035522,0.0003483401,0.00109035,0.0003298196,0.001279083,0.002229044,0.0001901015,0.0004671305,0.890514],"genre_scores_gemma":[0.1056817,0.0000152941,0.01461082,0.00002412792,0.0007206922,0.0006812104,0.0003253296,0.0005932923,0.8773476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5990912,"threshold_uncertainty_score":0.999883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7028317383","doi":"","title":"Facilities Quarterly, Summer 2003","year":2007,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Sustainable Building Design and Assessment","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":"Service (business); Block (permutation group theory); Work (physics); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.007796713290362869,"gpt":0.2205546020626588,"spread":0.2127578887722959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002917802,0.0002834732,0.0003434085,0.0006920147,0.0001413811,0.00003036365,0.0004236224,0.0004042756,0.0000155458],"category_scores_gemma":[0.00003756658,0.0002952552,0.00008294154,0.00100211,0.0004048476,0.0002910865,0.00004258041,0.0003838778,0.00001990978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002719414,"about_ca_system_score_gemma":0.0001640021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000612528,"about_ca_topic_score_gemma":0.0000185216,"domain_scores_codex":[0.9983321,0.000008461844,0.0005505275,0.0002919923,0.0002498042,0.0005671472],"domain_scores_gemma":[0.9989424,0.0000156895,0.00008687889,0.0006424992,0.000226385,0.00008608722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001139344,0.0004473664,0.02516043,0.001479593,0.0008298075,0.001666784,0.001095465,0.002866585,0.6179321,0.1498688,0.01671438,0.1818248],"study_design_scores_gemma":[0.0007480645,0.0003664996,0.001479236,0.0001485403,0.00006003673,0.0001869624,0.002936497,0.000542522,0.5266625,0.002571209,0.4635893,0.0007087163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993112,0.001538259,0.05072542,0.00009197559,0.003982282,0.0005498289,0.000009746205,0.00269205,0.04109923],"genre_scores_gemma":[0.9855905,0.00002071292,0.01117997,0.000009100077,0.00009015635,0.00003992358,0.000004862155,0.00003640382,0.003028403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4468749,"threshold_uncertainty_score":0.9999499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6988032228","doi":"","title":"War & Peace in the 21st Century: Challenges for the Transatlantic Community","year":2011,"lang":"en","type":"other","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Politics; International relations; Diplomacy; Government (linguistics); Foreign policy","retraction":null,"screen_n_in":null,"score":{"opus":0.04044306987615817,"gpt":0.2574389652143718,"spread":0.2169958953382136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001849755,0.0009951346,0.001245605,0.001626869,0.0007146511,0.00003718459,0.005597135,0.002232293,0.00005064097],"category_scores_gemma":[0.0002904642,0.0006557787,0.0004778396,0.001161607,0.003367524,0.0001611225,0.0003480775,0.0033312,0.0002299768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444483,"about_ca_system_score_gemma":0.0003785705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002984965,"about_ca_topic_score_gemma":0.01512147,"domain_scores_codex":[0.9961869,0.0004532684,0.001002184,0.0008028898,0.0006130043,0.0009417327],"domain_scores_gemma":[0.9931136,0.0002606795,0.001117743,0.005267804,0.0001705949,0.00006958478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001314668,0.009607368,0.002185171,0.009145114,0.006360873,0.0004227161,0.0207671,0.00003438515,0.02425819,0.2943587,0.5604984,0.07104728],"study_design_scores_gemma":[0.001118392,0.0002390664,0.0004366123,0.001007548,0.0005171411,0.0002507109,0.003797814,0.000003167029,0.001430265,0.0007568503,0.9897628,0.0006796672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005773329,0.1217241,0.0003499642,0.00374607,0.006087631,0.01072223,0.0005562596,0.004360364,0.8466801],"genre_scores_gemma":[0.5822504,0.1512812,0.03514126,0.0004754112,0.004314158,0.01520303,0.001067199,0.01101515,0.1992523],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6474279,"threshold_uncertainty_score":0.999783,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7011731670","doi":"","title":"2nd Quarter Highlights, Volume 4, Issue 2","year":2005,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.00609339977276319,"gpt":0.2280246749176644,"spread":0.2219312751449012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001537162,0.000353073,0.0008924311,0.0008025889,0.0002822091,0.000006700117,0.0003425298,0.0006716954,0.00007837153],"category_scores_gemma":[0.00008601604,0.0003070843,0.0001932001,0.000573151,0.001573566,0.0002315389,0.0001294217,0.0006015258,0.0003341649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002525972,"about_ca_system_score_gemma":0.0003310221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002726392,"about_ca_topic_score_gemma":0.00001316999,"domain_scores_codex":[0.9977188,0.00002135559,0.0008361991,0.0005638703,0.000374994,0.0004847916],"domain_scores_gemma":[0.9980624,0.0000150732,0.0003058768,0.001167139,0.0002850887,0.0001644725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003197191,0.0009541676,0.03057414,0.0005433349,0.0008099966,0.001886477,0.0004381081,0.000008107019,0.06108182,0.01051321,0.8779223,0.01494864],"study_design_scores_gemma":[0.001536429,0.0004909287,0.002508819,0.0001787856,0.0002651347,0.001223181,0.000203995,0.00004545712,0.04350499,0.00007163967,0.9497106,0.0002600553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5134493,0.009544735,0.0009136911,0.06849572,0.005307088,0.00128144,0.000007910023,0.001856293,0.3991438],"genre_scores_gemma":[0.9299575,0.0003133819,0.02633316,0.00390794,0.001509103,0.0001702932,0.00002720473,0.00007690427,0.03770448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4165083,"threshold_uncertainty_score":0.9999381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6987328515","doi":"","title":"Students for 96: Olympic Report, Fall Quarter 93 [text slide], 1993","year":2022,"lang":"en","type":"other","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Period (music)","retraction":null,"screen_n_in":null,"score":{"opus":0.009171457491874351,"gpt":0.259164950297585,"spread":0.2499934928057107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001022986,0.001760239,0.002588474,0.005129821,0.0006753735,0.0001409649,0.004767172,0.003060887,0.0009181331],"category_scores_gemma":[0.0004529813,0.001923648,0.001026396,0.002260084,0.001883214,0.0003735802,0.001751262,0.001950266,0.0006695002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0015802,"about_ca_system_score_gemma":0.001235951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001015641,"about_ca_topic_score_gemma":0.0006431068,"domain_scores_codex":[0.9906188,0.0001337256,0.002658552,0.00291862,0.002078663,0.001591674],"domain_scores_gemma":[0.9892287,0.00006181854,0.004143178,0.005915071,0.0003691926,0.0002819903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002483294,0.001460306,0.03322182,0.0009275203,0.002634638,0.005073482,0.00009086858,0.00001507856,0.0099679,0.004595016,0.9402197,0.001545335],"study_design_scores_gemma":[0.002765618,0.000760524,0.000440986,0.0006412762,0.0007809682,0.002537999,0.0002274665,0.000008499041,0.006402832,0.0007209126,0.9829937,0.001719228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.053023,0.008110689,0.001242058,0.001078184,0.03025196,0.01618323,0.002911833,0.02002151,0.8671775],"genre_scores_gemma":[0.02131038,0.0001046027,0.0204637,0.0001143983,0.001449006,0.00635127,0.001762546,0.004754294,0.9436898],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07651228,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7071938615","doi":"","title":"UTILIZING COMPUTATIONAL TECHNIQUES TO DESIGN A HYBRID VEHICLE FOR THE ECOCAR MOBILITY CHALLENGE","year":2021,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Electric and Hybrid Vehicle Technologies","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":"Hybrid vehicle; Automotive industry; Network topology; Machining; Robotics; Drivetrain; Robot; Topology (electrical circuits)","retraction":null,"screen_n_in":null,"score":{"opus":0.01923787677228556,"gpt":0.2368794763381835,"spread":0.2176415995658979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003098659,0.0002745556,0.0003892753,0.000319755,0.0003201536,0.00003831306,0.0006632474,0.0002730573,0.00000314039],"category_scores_gemma":[0.0002140898,0.0002501532,0.0001448886,0.0007740314,0.0003686852,0.0001768889,0.000186403,0.0004336158,0.000005756878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002026379,"about_ca_system_score_gemma":0.0002106228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001127419,"about_ca_topic_score_gemma":0.000008749778,"domain_scores_codex":[0.998382,0.00001859999,0.0005095802,0.0004396956,0.0002150998,0.0004350563],"domain_scores_gemma":[0.9985554,0.0001548466,0.00009156134,0.0008243302,0.0003208387,0.00005300512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001644285,0.000686579,0.001605825,0.0008372284,0.001025162,0.000390093,0.0001912379,0.07821177,0.3238758,0.08489469,0.008755987,0.4993612],"study_design_scores_gemma":[0.0002861045,0.0002618421,0.0003573216,0.00009231378,0.00006477831,0.0001487198,0.000118895,0.02294805,0.9340075,0.01265989,0.02872785,0.0003267403],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4216034,0.005685064,0.5559883,0.003727732,0.001086988,0.002375136,0.00003755679,0.007263191,0.002232642],"genre_scores_gemma":[0.8955098,0.000143386,0.1035788,0.00003995654,0.00005861414,0.0005611184,0.000005361434,0.00003971087,0.00006323009],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6101317,"threshold_uncertainty_score":0.9999951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7019413089","doi":"","title":"The Future of Streets in an Age of Pandemics","year":2021,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Urban Design and Spatial Analysis","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":"Outreach; Work (physics); Agency (philosophy); Pandemic; Context (archaeology); Equity (law); Public transport; Order (exchange); Space (punctuation)","retraction":null,"screen_n_in":null,"score":{"opus":0.006352137214896152,"gpt":0.197413219672129,"spread":0.1910610824572328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001238776,0.0001411188,0.0003723868,0.000255606,0.000051534,0.00000824692,0.0004019427,0.0003272234,0.00000192841],"category_scores_gemma":[0.0000309096,0.0001184167,0.0001046301,0.0008656472,0.0003359362,0.0001183271,0.00006560036,0.0002907953,3.912181e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004809428,"about_ca_system_score_gemma":0.00009662142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004859073,"about_ca_topic_score_gemma":0.001278876,"domain_scores_codex":[0.9989083,0.00002139408,0.0005505911,0.0001731318,0.0001681857,0.0001784129],"domain_scores_gemma":[0.9990018,0.0000171236,0.0001290038,0.0006812525,0.0001402198,0.00003057113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002546302,0.0001528786,0.05811195,0.0001843464,0.0002327741,0.0002499959,0.000201412,0.002815823,0.8835038,0.01157862,0.00009010224,0.04285281],"study_design_scores_gemma":[0.0006027378,0.0001783582,0.01403116,0.0001759065,0.0001294479,0.00004522967,0.000895168,0.004591055,0.9628686,0.002176371,0.01399499,0.0003110186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944714,0.002823971,0.0006922887,0.0000714871,0.0005784592,0.00009859171,0.000005946152,0.0001373187,0.001120562],"genre_scores_gemma":[0.997189,0.000284688,0.00233985,0.000002027476,0.00004521511,0.000005236361,0.000008309915,0.00001398399,0.0001116271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07936473,"threshold_uncertainty_score":0.4828894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6988063595","doi":"","title":"Wildfires in earth system: Driver, transport and feedback","year":2019,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Fire effects on ecosystems","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":"Plume; Disturbance (geology); Ecosystem; Climate change; Lag; Northern Hemisphere; Panache; Time lag; Southern Hemisphere; Vegetation (pathology)","retraction":null,"screen_n_in":null,"score":{"opus":0.00242679122965722,"gpt":0.1684860257012441,"spread":0.1660592344715869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002760438,0.0002569935,0.0004738024,0.0002862316,0.00008831861,0.00001360893,0.0004675275,0.0004003549,0.00002871542],"category_scores_gemma":[0.00001817264,0.0002499844,0.00006809495,0.000674566,0.000614418,0.0004614521,0.000174924,0.0003269908,0.0001884196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002228707,"about_ca_system_score_gemma":0.00004450921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001992409,"about_ca_topic_score_gemma":0.0004824633,"domain_scores_codex":[0.9981548,0.00003175125,0.0005234752,0.0006022014,0.000313451,0.0003742782],"domain_scores_gemma":[0.9989561,0.00001770428,0.00021194,0.000726656,0.00001295104,0.00007458819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003054587,0.00007747263,0.8685952,0.0002554726,0.00002281785,0.0001512118,0.00008221395,0.0001293913,0.126172,0.001152511,0.0000390043,0.003292189],"study_design_scores_gemma":[0.001826708,0.0004808319,0.8862948,0.0008686546,0.00004701601,0.0005127577,0.0002513461,0.001697402,0.08403332,0.0001124204,0.02324079,0.0006339663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810236,0.0001830661,0.00002709058,0.000100304,0.001053746,0.0007939427,0.000003877175,0.0003185554,0.01649578],"genre_scores_gemma":[0.997567,0.0000132388,0.001657623,0.000009857624,0.00001888099,0.00004565511,0.000002407371,0.00002348307,0.0006618333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04213868,"threshold_uncertainty_score":0.9999952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7024181659","doi":"","title":"Race and Transit Investment in DeKalb County, Georgia","year":2023,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Race (biology); Investment (military); Transit (satellite); Rail transit; Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.0226795049174593,"gpt":0.3209276413286418,"spread":0.2982481364111825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006617734,0.0003446502,0.0007095989,0.001125496,0.00073065,0.00001113586,0.0004524537,0.0007019214,0.000008765994],"category_scores_gemma":[0.0003197671,0.0003318948,0.00007290233,0.00164623,0.0009433019,0.0002902597,0.0005005066,0.001069872,0.00007887026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004052957,"about_ca_system_score_gemma":0.0006207004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005507724,"about_ca_topic_score_gemma":0.001823408,"domain_scores_codex":[0.9971112,0.0001133322,0.0009863987,0.0006469018,0.0003461561,0.0007960216],"domain_scores_gemma":[0.9984441,0.0001368722,0.0003273419,0.0007993574,0.0001919765,0.0001003932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004480147,0.000166632,0.9385,0.001001841,0.0001747038,0.0003676566,0.003245798,0.00005850548,0.03429317,0.01526274,0.004821337,0.00206281],"study_design_scores_gemma":[0.004055892,0.0003751312,0.8056931,0.002517835,0.0001451,0.00006888145,0.00430803,0.0002923952,0.01346441,0.008584483,0.1596107,0.0008840041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822494,0.000561175,0.00007168404,0.005002602,0.001821526,0.00132965,0.00001902499,0.001191444,0.007753471],"genre_scores_gemma":[0.9930061,0.0003542531,0.001815616,0.0002080292,0.00009857763,0.0005515193,0.00001093908,0.00005194592,0.003903039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1547894,"threshold_uncertainty_score":0.9999133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7055053951","doi":"","title":"Computational techniques for enhanced characterization of granular material microstructure","year":2020,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Characterization (materials science); Granular material; Discrete element method; Particle (ecology); Microstructure; Filtration (mathematics); SPHERES; Range (aeronautics)","retraction":null,"screen_n_in":null,"score":{"opus":0.005692165389449149,"gpt":0.1970198107429767,"spread":0.1913276453535275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003083402,0.0001429634,0.0002488668,0.0001317987,0.0000634988,0.00001191066,0.0002426469,0.0002433514,0.000004252615],"category_scores_gemma":[0.00001264298,0.0001509168,0.00006489053,0.0003188577,0.0001837122,0.0001366775,0.00003187122,0.0001030194,0.000001214862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002923193,"about_ca_system_score_gemma":0.00004928769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002307103,"about_ca_topic_score_gemma":2.826441e-7,"domain_scores_codex":[0.9992069,0.000004222337,0.0003856581,0.0001855772,0.00009100961,0.0001266534],"domain_scores_gemma":[0.9994944,0.000005535978,0.0001284551,0.0002027355,0.0001349191,0.00003399972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002446359,0.0000159782,0.00005701781,0.0002053134,0.00002896062,0.000001069081,0.00004107102,0.0004921691,0.9942418,0.003212384,0.0001369822,0.001542786],"study_design_scores_gemma":[0.0002210217,0.00007864974,0.0002686683,0.00003488912,0.00002716961,0.000007767884,0.000006966773,0.001780666,0.9846984,0.001121044,0.0116229,0.0001318819],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6945065,0.00001949065,0.3028825,0.0003370033,0.0003462985,0.0006538763,0.000213521,0.0008214233,0.0002193547],"genre_scores_gemma":[0.950113,0.000007202785,0.0493936,0.0000237127,0.00008368585,0.0001413162,0.0001962461,0.00002376963,0.00001744273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2556065,"threshold_uncertainty_score":0.615421,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7004757197","doi":"","title":"Oxygen uptake and vertical transport during deep convection events in the Labrador Sea and its interannual variability","year":2020,"lang":"en","type":"dissertation","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Freshwater macroinvertebrate diversity and ecology","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":"Oxygen; Convection; Biogeochemical cycle; Atmosphere (unit); Deep convection; Deep sea; Flux (metallurgy); Disequilibrium; Bottom water","retraction":null,"screen_n_in":null,"score":{"opus":0.005201756280731872,"gpt":0.1910293353765458,"spread":0.1858275790958139,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023093,0.0002609007,0.0003773561,0.0001485431,0.0002356636,0.00001116526,0.0004191881,0.0006519896,0.00005026917],"category_scores_gemma":[0.00006659432,0.0002351263,0.00006151271,0.000350104,0.0004132974,0.0003177026,0.0001372981,0.0006442872,0.00001761562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001481458,"about_ca_system_score_gemma":0.00004067329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004028322,"about_ca_topic_score_gemma":0.003560791,"domain_scores_codex":[0.9984223,0.00006155363,0.0004279838,0.0005973153,0.0002176177,0.0002732498],"domain_scores_gemma":[0.9995204,0.00001636554,0.0001140334,0.0002623701,0.0000211334,0.00006568535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002093337,0.0009427222,0.7100676,0.002187847,0.0004423988,0.001169332,0.01364949,0.0001557418,0.2609819,0.003241697,0.0001708931,0.004897004],"study_design_scores_gemma":[0.001117251,0.0003188305,0.9476346,0.0001112153,0.0001771831,0.0001608788,0.001347994,0.0009534394,0.04515072,0.0008027232,0.001812136,0.0004130669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970177,0.00008400416,0.00001444212,0.0003929222,0.0006765059,0.000536815,0.00001022584,0.00008199139,0.001185422],"genre_scores_gemma":[0.9994587,0.00003885724,0.0001426677,0.00004234105,0.00001956998,0.00004161138,0.00006077888,0.00001285377,0.0001826665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.237567,"threshold_uncertainty_score":0.9588171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7028778329","doi":"","title":"Global search of triggered non-volcanic tremor","year":2012,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","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":"Tectonics; Slip (aerodynamics); Fault (geology); Episodic tremor and slip; Amplitude; Noise (video); Seismic wave; Slowness","retraction":null,"screen_n_in":null,"score":{"opus":0.01392865782910168,"gpt":0.2679475983627454,"spread":0.2540189405336437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002667955,0.0002350936,0.0006179445,0.0003641861,0.00009568463,0.000006494894,0.0003613624,0.0005238434,0.00001241854],"category_scores_gemma":[0.0004000483,0.0002115685,0.0001870134,0.001047896,0.0007564959,0.000210317,0.0002170094,0.0003404553,0.00001902653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001986196,"about_ca_system_score_gemma":0.0004623037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003268816,"about_ca_topic_score_gemma":0.00001527439,"domain_scores_codex":[0.9981528,0.00001944839,0.0006005865,0.0002959715,0.0004133563,0.0005178246],"domain_scores_gemma":[0.9983925,0.00003483778,0.0002330787,0.000883967,0.0002429408,0.0002127268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007324101,0.001685002,0.8085571,0.0007145975,0.0005342073,0.0002994424,0.0001279003,0.00004316476,0.1312904,0.01477308,0.002298728,0.038944],"study_design_scores_gemma":[0.003921338,0.001417016,0.2747826,0.0008783378,0.0005245304,0.001414497,0.0002406373,0.0001985128,0.7020082,0.0003236411,0.0138398,0.0004508553],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9747456,0.001316906,0.001006861,0.0003374974,0.0009569222,0.0004776256,0.00002920293,0.0002965182,0.02083286],"genre_scores_gemma":[0.9882902,0.00003554555,0.01100798,0.00002176912,0.0001671289,0.00002261448,0.00001620845,0.00001874315,0.0004198112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5707178,"threshold_uncertainty_score":0.8627511,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7071599730","doi":"","title":"Standardized Morphology Analysis of Cellulose Nanocrystals via a Semi-Automated Image Processing Approach","year":2022,"lang":"en","type":"dissertation","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Advanced Cellulose Research Studies","field":"Materials 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":"Image processing; Workflow; Process (computing); Atomic force microscopy; NIST; Particle (ecology); Preprocessor; Particle size","retraction":null,"screen_n_in":null,"score":{"opus":0.008829279418328046,"gpt":0.2813759210668064,"spread":0.2725466416484784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000895775,0.0007752531,0.002656486,0.003727023,0.0006259042,0.00005781191,0.001619758,0.001011416,0.0001689439],"category_scores_gemma":[0.0003939613,0.0007669332,0.000591373,0.005213561,0.001818224,0.000476,0.0006416179,0.001033761,0.000005645313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006647061,"about_ca_system_score_gemma":0.001235228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002104343,"about_ca_topic_score_gemma":0.0000413526,"domain_scores_codex":[0.994127,0.0001993367,0.001905497,0.001475438,0.001396353,0.0008964119],"domain_scores_gemma":[0.9945842,0.00006753953,0.00253017,0.001552036,0.001148199,0.0001178548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003714166,0.000409207,0.0001591256,0.001620131,0.001312174,0.0002923002,0.0005106827,0.001001741,0.9928668,0.0002871621,0.000144021,0.001025197],"study_design_scores_gemma":[0.0007718077,0.0002961238,0.0002414303,0.000205569,0.002168679,0.0000648167,0.001704215,0.002280451,0.9895236,0.0003603134,0.001719081,0.0006638914],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978147,0.0044553,0.006281771,0.00002854649,0.001154511,0.001353285,0.0003306211,0.001633213,0.006615777],"genre_scores_gemma":[0.9577293,0.0001813481,0.03678211,0.000004441763,0.00004456165,0.0007732642,0.001173855,0.0001208514,0.003190218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03050034,"threshold_uncertainty_score":0.9994782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7052064067","doi":"","title":"3rd Quarter Highlights, Volume 4, Issue 3","year":2005,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Quarter (Canadian coin)","retraction":null,"screen_n_in":null,"score":{"opus":0.004661419532390973,"gpt":0.2213083292104805,"spread":0.2166469096780896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001554776,0.0002804699,0.000377313,0.0005157344,0.0002373618,0.00004791243,0.0007448058,0.0002232945,0.01653373],"category_scores_gemma":[0.00001273664,0.0002670991,0.000151053,0.0005955041,0.00053192,0.0001278101,0.0002696822,0.0004228542,0.0004739943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003614842,"about_ca_system_score_gemma":0.0002468842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004079853,"about_ca_topic_score_gemma":0.00004082182,"domain_scores_codex":[0.9979811,0.00002366748,0.0006177123,0.0004939962,0.0003978222,0.000485673],"domain_scores_gemma":[0.998405,0.00001312382,0.0002261873,0.001016755,0.0002251213,0.0001137525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006377912,0.0009609422,0.03356587,0.0000950124,0.0002943845,0.00005890426,0.0001539286,0.00003550584,0.1858959,0.104422,0.1764971,0.4979566],"study_design_scores_gemma":[0.0005677697,0.000160793,0.001578376,0.00004149029,0.00003332404,0.000008935089,0.0001448061,0.0002515377,0.1196152,0.0002621858,0.8770885,0.0002471448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4021572,0.0002582721,0.002177955,0.02471014,0.00142363,0.00100401,0.00002214141,0.0005726512,0.567674],"genre_scores_gemma":[0.9218681,0.000006722227,0.009363809,0.00003551167,0.0006249518,0.0001517604,0.0000173674,0.00002438319,0.0679074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7005913,"threshold_uncertainty_score":0.9999781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7030248859","doi":"","title":"Marine dissolved organic phosphorus composition: insights from samples recovered using combined electrodialysis/reverse osmosis","year":2009,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Membrane-based Ion Separation Techniques","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":"Polyphosphate; Phosphorus; Phosphate; Dissolved organic carbon; Seawater; Ultrafiltration (renal); Phosphonate; Fractionation; Organic matter; Sugar phosphates","retraction":null,"screen_n_in":null,"score":{"opus":0.009964925324824753,"gpt":0.2108290332286002,"spread":0.2008641079037754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001040806,0.000523265,0.000844557,0.0008069312,0.00029263,0.00007089528,0.0006742307,0.0006899033,0.00008198999],"category_scores_gemma":[0.00005286088,0.0005766543,0.0002178992,0.001518014,0.0002749198,0.0005758942,0.0001071989,0.0005746217,0.00001955012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005215845,"about_ca_system_score_gemma":0.0001780261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002098467,"about_ca_topic_score_gemma":0.00004846245,"domain_scores_codex":[0.997493,0.00004486529,0.001052778,0.0006046373,0.000363286,0.0004414452],"domain_scores_gemma":[0.998034,0.00003902695,0.0003405593,0.001217957,0.0002407132,0.0001277405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001162437,0.000163716,0.0009541332,0.00003146674,0.0002140277,0.00005955408,0.0000453615,0.0007814846,0.9916091,0.002966814,0.0004585482,0.002599544],"study_design_scores_gemma":[0.0009436277,0.000281435,0.001270442,0.0001366139,0.0002029939,0.00004318955,0.00002585491,0.002777058,0.9820601,0.00627446,0.005405366,0.0005787998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755754,0.0005300533,0.01705256,0.0002432654,0.0009598141,0.0006330634,0.00003400139,0.003209969,0.001761869],"genre_scores_gemma":[0.9376861,0.0001706732,0.0615836,0.0000675893,0.0001044355,0.00004125238,0.0002288616,0.00005773685,0.00005969946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04453104,"threshold_uncertainty_score":0.9996685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6996310566","doi":"","title":"Risk-informed decision models for low-probability, high-consequence hazards","year":2012,"lang":"en","type":"dissertation","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Seismic Performance and Analysis","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":"Articular cartilage damage; Hazard; Frame (networking); Limiting; Context (archaeology); Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.008075678307625716,"gpt":0.2313984319784976,"spread":0.2233227536708719,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000283723,0.0006085502,0.0009734789,0.001135128,0.0002896846,0.00004192682,0.0009304663,0.001635521,0.000009645773],"category_scores_gemma":[0.0001777003,0.0006068831,0.0004240653,0.0008044689,0.0002990177,0.0008465805,0.00007023264,0.0008020252,0.00001995285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004741966,"about_ca_system_score_gemma":0.0005501923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001710846,"about_ca_topic_score_gemma":0.00026043,"domain_scores_codex":[0.9972542,0.000008793115,0.001157951,0.0005358816,0.0004107322,0.0006324706],"domain_scores_gemma":[0.9976467,0.00005750597,0.0005270127,0.001275036,0.000382911,0.0001107595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001069285,0.0007376723,0.004204584,0.01242584,0.004370246,0.0001538977,0.001101355,0.2896191,0.1597111,0.02051736,0.005037357,0.5010522],"study_design_scores_gemma":[0.002689303,0.0004355437,0.003165634,0.003703578,0.002575827,0.0001924628,0.0005400507,0.1119857,0.755258,0.09329054,0.0229926,0.003170751],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764534,0.001676007,0.01114034,0.00001935701,0.004748491,0.0008455934,0.00009995494,0.001136542,0.003880304],"genre_scores_gemma":[0.9737111,0.000642406,0.02352302,0.000006340669,0.000205817,0.0005009305,0.0004159909,0.00009409026,0.0009002727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5955468,"threshold_uncertainty_score":0.9996606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7034011472","doi":"","title":"1st Quarter Highlights, FY 2007-2008","year":2007,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Work (physics); Government (linguistics)","retraction":null,"screen_n_in":null,"score":{"opus":0.007798207101287187,"gpt":0.1808480512940393,"spread":0.1730498441927521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002607334,0.0001964249,0.0002629687,0.0001205134,0.0004265292,0.00002295742,0.0005354114,0.000528605,0.00005226105],"category_scores_gemma":[0.0000409614,0.00009672717,0.0001237012,0.0006692277,0.0004488581,0.0003372744,0.0001272667,0.0002711051,0.0001014799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009306097,"about_ca_system_score_gemma":0.00002878507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002647811,"about_ca_topic_score_gemma":0.0003183698,"domain_scores_codex":[0.9985328,0.00001430586,0.0003777417,0.0003736234,0.000265457,0.0004360451],"domain_scores_gemma":[0.9993722,0.00003833597,0.0001996918,0.0001687377,0.0001265356,0.00009446644],"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":[0.0001465632,0.0003139222,0.04749111,0.00002668744,0.00007863095,0.0003347698,0.00004718374,0.00000521266,0.9056314,0.0162173,0.01572014,0.01398708],"study_design_scores_gemma":[0.000379098,0.0005081832,0.1660368,0.00009565007,0.00005853776,0.000319413,0.0003549968,0.00001332468,0.2187694,0.001138287,0.6118429,0.0004835224],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824221,0.0002895436,0.0000961747,0.001297671,0.001412642,0.0001995233,0.00002668048,0.000477359,0.01377837],"genre_scores_gemma":[0.9976906,0.00004315466,0.0009811315,0.0000482161,0.00026349,0.000004597282,0.00004027413,0.000001161724,0.000927417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.686862,"threshold_uncertainty_score":0.4077086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6995195449","doi":"","title":"Invest in Open","year":2019,"lang":"en","type":"other","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"TGF-β signaling in diseases","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":"Government (linguistics); Interview; Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.008239965478816178,"gpt":0.2460883065478733,"spread":0.2378483410690571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001290817,0.000416421,0.0005908652,0.0007239406,0.00004747473,0.00003655878,0.001960984,0.001579676,0.000031033],"category_scores_gemma":[0.0001194401,0.0004418302,0.0001212144,0.0003743874,0.000610747,0.000009903712,0.001132673,0.0003651292,0.00006380421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005976443,"about_ca_system_score_gemma":0.0009160159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003103519,"about_ca_topic_score_gemma":0.0003414595,"domain_scores_codex":[0.9980621,0.00003274835,0.0005166029,0.0008480944,0.0001887107,0.0003516983],"domain_scores_gemma":[0.9976082,0.000003835791,0.0004835521,0.001772129,0.00006279199,0.00006941761],"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":[0.0001828111,0.0007865447,0.02843129,0.0008758139,0.0006558034,0.0002723331,0.0000238278,0.00007486128,0.5784137,0.004103292,0.3820702,0.004109543],"study_design_scores_gemma":[0.0006734713,0.0001590367,0.0002426435,0.00055328,0.00003674976,0.00003157241,0.00001824844,0.000001677012,0.1818623,0.00008282156,0.8159314,0.0004068052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07811595,0.008953553,0.0001713671,0.0001919877,0.00344978,0.002491966,0.00009149337,0.0004562517,0.9060776],"genre_scores_gemma":[0.1114736,0.0002093591,0.01420605,0.0001236221,0.0005816815,0.0003940778,0.0003376103,0.0007948185,0.8718792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4338612,"threshold_uncertainty_score":0.9998034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7014745613","doi":"","title":"Projected changes in a multiscale environment: the subpolar North Atlantic Ocean","year":2020,"lang":"en","type":"dissertation","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Bone health and osteoporosis 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":"Photic zone; Thermohaline circulation; Biogeochemistry; Deep ocean water; Ocean heat content; North Atlantic Deep Water; Ocean current; Marine ecosystem; Stratification (seeds); Ocean gyre","retraction":null,"screen_n_in":null,"score":{"opus":0.01241597710833708,"gpt":0.2594652121493502,"spread":0.2470492350410131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002043237,0.0004539694,0.000940021,0.0009551804,0.0002508355,0.00002152796,0.0005820177,0.001105748,0.00001667594],"category_scores_gemma":[0.000249261,0.0003526193,0.0001623496,0.001226751,0.0005434776,0.00008800964,0.0001334143,0.002104436,0.00003367644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003001896,"about_ca_system_score_gemma":0.001034338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007516316,"about_ca_topic_score_gemma":0.003516846,"domain_scores_codex":[0.9970432,0.00006044185,0.0008129039,0.0007627699,0.0006812041,0.0006395146],"domain_scores_gemma":[0.9981521,0.00003080576,0.0004758866,0.001016067,0.0001454202,0.0001797264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00307879,0.001622852,0.8255391,0.01021833,0.0006350866,0.00331433,0.002490955,0.00000925956,0.1210729,0.0008631011,0.002238758,0.02891649],"study_design_scores_gemma":[0.00536298,0.003019023,0.5838201,0.003197888,0.0007268331,0.0006127539,0.002251841,0.0003809375,0.1592056,0.0001218098,0.2401158,0.001184535],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889696,0.001925467,0.000003414933,0.003158209,0.0006171735,0.002852286,0.00001866533,0.0002790982,0.002176138],"genre_scores_gemma":[0.9935263,0.001089844,0.0008729233,0.00009153497,0.000173698,0.0003132418,0.0008387591,0.00008634933,0.003007366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.241719,"threshold_uncertainty_score":0.9998926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804659821","doi":"","title":"Open Access in the Global South","year":2018,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Open Education and E-Learning","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":"Computer science; Business","retraction":null,"screen_n_in":null,"score":{"opus":0.02778398342283022,"gpt":0.326195611102834,"spread":0.2984116276800037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0005154989,0.0001542893,0.0002165292,0.0002646625,0.0003529693,0.0007694876,0.009985931,0.0001933845,0.000009266182],"category_scores_gemma":[0.0001447513,0.0001208285,0.00004611299,0.002301228,0.0005523278,0.00199428,0.002696324,0.000339151,0.0000636356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267596,"about_ca_system_score_gemma":0.0005319396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002923014,"about_ca_topic_score_gemma":0.0001134527,"domain_scores_codex":[0.9985519,0.00006261517,0.000370204,0.000467448,0.0002434146,0.0003044313],"domain_scores_gemma":[0.9983454,0.00001331631,0.0002390101,0.001193175,0.0001650142,0.00004407496],"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":[0.00001941636,0.0002562361,0.1270886,0.00002091525,0.00003245441,0.00006725235,0.001421628,0.00002741076,0.001004181,0.8515479,0.001686455,0.01682752],"study_design_scores_gemma":[0.002699642,0.001235595,0.2368106,0.0004505148,0.00005764709,0.0009766725,0.007299421,0.001861511,0.05766177,0.06221261,0.627332,0.001402009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6244332,0.00007943417,0.009291308,0.009066135,0.003635595,0.0008470575,0.000001619494,0.0004743109,0.3521714],"genre_scores_gemma":[0.9834135,0.000002907286,0.01586412,0.0002285213,0.00008506461,0.00006049673,0.000001048462,0.000005361375,0.0003390068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7893353,"threshold_uncertainty_score":0.9953705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6965491783","doi":"10.35090/wa93-m688","title":"Meridional Overturning Circulation Observed by the OSNAP (Overturning in the Subpolar North Atlantic Program) Array from August 2014 to May 2018 - Originally published dataset","year":2020,"lang":"en","type":"dataset","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Science Foundation","keywords":"Shutdown of thermohaline circulation; Thermohaline circulation; North Atlantic Deep Water; Circulation (fluid dynamics); Volume (thermodynamics); Gulf Stream","retraction":null,"screen_n_in":null,"score":{"opus":0.01997479523924171,"gpt":0.2507626706305757,"spread":0.230787875391334,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001485971,0.001610938,0.00184023,0.001405869,0.0009906049,0.0008930922,0.007504693,0.001872459,0.00008423461],"category_scores_gemma":[0.001783171,0.001200133,0.0004251745,0.004273657,0.001576144,0.001668451,0.00114385,0.004923832,0.0008204945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007607,"about_ca_system_score_gemma":0.001519903,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01232018,"about_ca_topic_score_gemma":0.006400186,"domain_scores_codex":[0.990638,0.0006139529,0.002413466,0.002540083,0.002356096,0.001438377],"domain_scores_gemma":[0.9912363,0.0003349704,0.002521242,0.005214118,0.0003856135,0.0003077282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003097387,0.0005174911,0.01696092,0.0002152251,0.0006583264,0.0004793811,0.00006598734,0.00018311,0.01779084,0.00009804655,0.9624918,0.0002291215],"study_design_scores_gemma":[0.001125553,0.0003715886,0.009839671,0.0005493683,0.0007323737,0.0002547682,0.0001016009,0.00006751914,0.001266817,0.00007315912,0.984382,0.001235616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0602369,0.000674305,0.0001407013,0.003016138,0.002717784,0.004099951,0.9281789,0.0008605893,0.00007471609],"genre_scores_gemma":[0.01894311,0.00006144824,0.002711001,0.0004869545,0.0006540499,0.001049581,0.9758748,0.0001900127,0.00002898175],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04769595,"threshold_uncertainty_score":0.9999575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2476761133","doi":"","title":"Efficient Algorithms for Semantic Scene Parsing","year":2013,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Image Retrieval and Classification Techniques","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":"Artificial intelligence; Computer science; Pascal (unit); Machine learning; Parsing; Algorithm; Natural language processing; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.01466129457611172,"gpt":0.2449631960609244,"spread":0.2303019014848126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002442285,0.000236189,0.0003433857,0.0005229043,0.0003181018,0.0001154877,0.001315669,0.0003200664,0.000003176614],"category_scores_gemma":[0.0001057641,0.0002170143,0.0001509497,0.001018257,0.0004751223,0.0003667225,0.0002831373,0.0002283379,0.00002778127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279707,"about_ca_system_score_gemma":0.0002099753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004556825,"about_ca_topic_score_gemma":6.415468e-7,"domain_scores_codex":[0.9981124,0.00001808846,0.0005779708,0.0005779462,0.000292058,0.0004214819],"domain_scores_gemma":[0.9979178,0.0000298262,0.0003265562,0.001133827,0.0005115855,0.00008036087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000103939,0.0004034677,0.0005930116,0.0001994193,0.0000796828,0.00002324962,0.00009682045,0.00005593591,0.5928881,0.11879,0.0007243213,0.2861356],"study_design_scores_gemma":[0.0003841534,0.0002327019,0.0006922153,0.0001366483,0.00002346494,0.0001123172,0.00003361233,0.07018236,0.9091316,0.008529041,0.01021028,0.000331565],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05001485,0.0003090596,0.9424974,0.002188517,0.00112257,0.001085144,0.00000231764,0.001527987,0.001252107],"genre_scores_gemma":[0.6137629,0.000009508974,0.3854181,0.0000377576,0.00005091726,0.0002657661,0.000002193853,0.00001529444,0.0004375821],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.563748,"threshold_uncertainty_score":0.8849584,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2489940122","doi":"","title":"RNAV RNP Procedures for Ontario, California","year":2007,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Plant and Fungal Interactions Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Aeronautics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01013823764033673,"gpt":0.2658046866850455,"spread":0.2556664490447088,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002517118,0.0001796966,0.0002019051,0.0003169533,0.0002062214,0.00001903704,0.000407376,0.0004730327,0.000008234868],"category_scores_gemma":[0.0002058631,0.0001712722,0.0001319088,0.0002207949,0.0003230493,0.00001354702,0.0001328863,0.0002662699,0.000009815707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009975321,"about_ca_system_score_gemma":0.0005461531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006169587,"about_ca_topic_score_gemma":0.009120697,"domain_scores_codex":[0.9986932,0.000006435837,0.0003780114,0.0003805564,0.0001554027,0.0003864418],"domain_scores_gemma":[0.9990451,0.00001194771,0.000141864,0.0004549055,0.0002711602,0.00007499395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003334857,0.0001212788,0.01478519,0.00005954819,0.0001085022,0.00002665417,0.00001576989,0.00001149944,0.9784533,0.001021353,0.003329471,0.001733893],"study_design_scores_gemma":[0.0003049117,0.000297707,0.001297018,0.00003354972,0.00001806421,0.0001765552,0.00003491144,0.000006826029,0.6517593,0.0001462751,0.3457871,0.0001377269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835982,0.0003263128,0.005429061,0.0001602571,0.0007907652,0.0005182248,0.00003548712,0.00008705978,0.009054641],"genre_scores_gemma":[0.9829615,0.00002109906,0.009581249,0.0000288958,0.0001945543,0.00008746569,0.00009614501,0.00002114544,0.007007971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3424577,"threshold_uncertainty_score":0.698428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2522302616","doi":"","title":"Does reverberation affect upper limits for auditory motion perception","year":2015,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Multisensory perception and integration","field":"Psychology","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":"","keywords":"Reverberation; Affect (linguistics); Perception; Acoustics; Speech recognition; Computer science; Audiology; Psychology; Communication; Physics; Neuroscience; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.03462054025028963,"gpt":0.3157761062004596,"spread":0.28115556595017,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004353208,0.0002937535,0.0003679747,0.0006332585,0.0002414186,0.00003823263,0.0002927484,0.0008310615,0.0001311301],"category_scores_gemma":[0.0002634636,0.0002249331,0.0001911626,0.0003603374,0.0004078969,0.000553144,0.00003581261,0.0003392388,0.000196991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003851354,"about_ca_system_score_gemma":0.0001385487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008438791,"about_ca_topic_score_gemma":0.00005287017,"domain_scores_codex":[0.9980344,0.00009736248,0.000639158,0.0006152762,0.0002837694,0.0003300695],"domain_scores_gemma":[0.9981578,0.00002573709,0.0003619612,0.0007576114,0.0005860054,0.0001108956],"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":[0.0005273737,0.0006388162,0.0115511,0.0001244345,0.0001688215,0.00001716708,0.001800815,0.0001025515,0.8553159,0.01965454,0.03790876,0.07218972],"study_design_scores_gemma":[0.008495745,0.003536209,0.1335462,0.0005820424,0.0004949528,0.0003777391,0.008655019,0.002072036,0.2538159,0.006025173,0.5804754,0.001923562],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9273922,0.00008975434,0.0373104,0.001263205,0.01799029,0.00158184,0.00002634223,0.000909646,0.01343634],"genre_scores_gemma":[0.9675308,0.00001476337,0.01804194,0.0000781621,0.0008957646,0.0004626774,0.00009906232,0.0000422904,0.01283457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6015,"threshold_uncertainty_score":0.9172505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2181710250","doi":"","title":"Future paths for regional fare collection in Atlanta: a case study analysis of the planning and implementation of next generation fare collection systems for regional transit in North America","year":2012,"lang":"en","type":"dissertation","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Transportation Planning and Optimization","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":"Atlanta; Transit (satellite); Data collection; Rapid transit; Transport engineering; Regional planning; Operations research; Regional science; Geography; Computer science; Public transport; Metropolitan area; Urban planning; Engineering; Sociology; Civil engineering; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.02782416527098252,"gpt":0.3021530402286507,"spread":0.2743288749576682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003452454,0.0002056362,0.0005561326,0.001512734,0.0005310123,0.00002516085,0.0001538873,0.0004894633,0.000001110194],"category_scores_gemma":[0.00003484463,0.0002014797,0.0001516464,0.002971588,0.0001492454,0.0002895405,0.000005548938,0.0002042466,1.398984e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002442133,"about_ca_system_score_gemma":0.0005348335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01277395,"about_ca_topic_score_gemma":0.2245485,"domain_scores_codex":[0.9980807,0.0001043093,0.0009173103,0.0003665649,0.000329847,0.0002012606],"domain_scores_gemma":[0.9980886,0.00005335686,0.001121564,0.0001918077,0.0005151939,0.00002949023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006404661,0.0004769697,0.8653778,0.0007702509,0.000885496,0.00002766412,0.08630816,0.03916105,0.002651558,0.00097744,0.0002562293,0.002466931],"study_design_scores_gemma":[0.002844329,0.0006607585,0.5157646,0.0004196219,0.002450461,0.00003457874,0.465587,0.008638158,0.0008653864,0.0000233288,0.002201846,0.0005099045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942651,0.0008046216,0.001104187,0.00009683317,0.0008060155,0.002762132,0.00009070701,0.0000397529,0.0000306996],"genre_scores_gemma":[0.9967688,0.0001176129,0.0007604924,0.000003033065,0.00009388219,0.0007221902,0.001393045,0.00001609165,0.0001249011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3792789,"threshold_uncertainty_score":0.9938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1576578659","doi":"","title":"Investigating water soluble organic aerosols: sources and evolution","year":2010,"lang":"en","type":"dissertation","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Air Quality Monitoring and Forecasting","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":"Environmental science; Earth science; Environmental chemistry; Astrobiology; Chemistry; Geology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.008525162446818096,"gpt":0.2186096240093085,"spread":0.2100844615624904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003588666,0.0004034699,0.0004695003,0.0002420797,0.0006851655,0.00006001336,0.0005224951,0.001373803,0.00004613163],"category_scores_gemma":[0.0001961608,0.0003565434,0.00009150447,0.0003692392,0.001065633,0.0003775615,0.0003213894,0.001214177,0.0000520776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277276,"about_ca_system_score_gemma":0.00008788313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005800719,"about_ca_topic_score_gemma":0.0003664611,"domain_scores_codex":[0.9977084,0.00002767709,0.000676854,0.0007030719,0.0004051347,0.0004788541],"domain_scores_gemma":[0.9987137,0.00001623152,0.0004888912,0.0006180716,0.00005475843,0.0001083409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001083319,0.00005008636,0.05816447,0.0002016129,0.00004337487,0.00001143051,0.0007909763,0.00003164397,0.936047,0.0002978397,0.00009844056,0.004252264],"study_design_scores_gemma":[0.0003435066,0.0001886503,0.01259842,0.0005172321,0.0001540126,0.000111248,0.001080167,0.0001465329,0.9728789,0.00335433,0.007912938,0.00071411],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906286,0.0002054669,0.00009116493,0.0001080284,0.003058937,0.0003114671,0.000002179085,0.0004266083,0.005167537],"genre_scores_gemma":[0.9851242,0.00001164248,0.007319699,0.000006455826,0.0001800218,0.00005697896,0.00006453937,0.00005624599,0.007180195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04556606,"threshold_uncertainty_score":0.9999226,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2489406312","doi":"","title":"Gender Equity in Engineering - Our Own Worst Enemy","year":2011,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Engineering Education and Pedagogy","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":"Equity (law); Computer science; Economics; Business; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.03641864358766976,"gpt":0.2672484602259755,"spread":0.2308298166383057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001514844,0.0002690033,0.0003259823,0.0008902971,0.00004165047,0.00001323478,0.0004830702,0.0004244597,0.00001569204],"category_scores_gemma":[0.0000504106,0.0003020601,0.00007845933,0.000725893,0.00006907871,0.0002388465,0.0001160096,0.0005125043,0.00002278705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002177851,"about_ca_system_score_gemma":0.0001192093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005998406,"about_ca_topic_score_gemma":0.00002363217,"domain_scores_codex":[0.9986648,0.000006056472,0.0004869074,0.0002708258,0.0001523852,0.0004190515],"domain_scores_gemma":[0.9991946,0.000006548228,0.0000627735,0.0005984147,0.00005232544,0.0000853614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007216085,0.0009963241,0.09148946,0.003632959,0.0007741455,0.000744373,0.004435547,0.1026487,0.6369674,0.1206524,0.002923908,0.03466266],"study_design_scores_gemma":[0.00176038,0.0002097439,0.07164758,0.000715259,0.0001185142,0.0005401974,0.0008601181,0.01216342,0.8118306,0.001775709,0.09627435,0.00210418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9359978,0.001185121,0.01000398,0.00009232273,0.00642414,0.0003873791,0.000006184393,0.002749333,0.04315377],"genre_scores_gemma":[0.9840466,0.00004892302,0.01551554,0.000006468185,0.00008892933,0.00006930363,0.000003657645,0.00004803456,0.0001724933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1748631,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6965245418","doi":"10.35090/gatech/92","title":"The Microgeographies of Social Justice: Architect(ture) and Social Housing","year":2021,"lang":"en","type":"other","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ideology; Public housing; Neoliberalism (international relations); Architecture; State (computer science); Contextualization; Housing First; Social capital; Economic Justice","retraction":null,"screen_n_in":null,"score":{"opus":0.007494133340342961,"gpt":0.2393200437158252,"spread":0.2318259103754823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003977346,0.0008286909,0.001417683,0.002193185,0.001295173,0.00009641135,0.001237187,0.002352457,0.00002583181],"category_scores_gemma":[0.0001478158,0.0007407825,0.0004817134,0.00197344,0.009482644,0.00008314564,0.0008435359,0.001471039,0.000009893338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000138654,"about_ca_system_score_gemma":0.0006447689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002461746,"about_ca_topic_score_gemma":0.0005211089,"domain_scores_codex":[0.9963332,0.0001317777,0.001079799,0.0009669067,0.0007007642,0.0007875633],"domain_scores_gemma":[0.9964935,0.00005681184,0.001971294,0.001084226,0.0003327163,0.00006147512],"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":[0.000357268,0.0006965738,0.002498662,0.005959804,0.004822817,0.0005101516,0.0008892724,0.000003592334,0.6483715,0.09232268,0.2188732,0.0246945],"study_design_scores_gemma":[0.0009755145,0.000137407,0.000505202,0.0009270827,0.001225878,0.0002199571,0.0008893762,0.000002674986,0.06208353,0.0007945607,0.931417,0.0008217511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2778602,0.0561006,0.0003611229,0.003715083,0.01313656,0.004989196,0.001112827,0.007173767,0.6355506],"genre_scores_gemma":[0.6755335,0.002695032,0.04672864,0.0002001216,0.007675745,0.0009282653,0.000639144,0.007717588,0.2578819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7125438,"threshold_uncertainty_score":0.9995043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2536088371","doi":"","title":"Naming, Branding and Promoting the Institutional Repository: A Social Marketing Approach from the Canadian Perspective","year":2009,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Marketing; Public relations; Business; Social marketing; Sociology; Political science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01251871837457339,"gpt":0.2183556424606955,"spread":0.2058369240861221,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001663583,0.0003091838,0.0003716741,0.0003748739,0.004973541,0.0005632548,0.0006971035,0.0003797245,0.000002656742],"category_scores_gemma":[0.002046414,0.000230462,0.0001494328,0.001267503,0.001404964,0.0009074375,0.0002850848,0.0007855397,0.000002598671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000602033,"about_ca_system_score_gemma":0.0009389397,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05503508,"about_ca_topic_score_gemma":0.01264518,"domain_scores_codex":[0.997651,0.00005941416,0.0006831159,0.0006500685,0.0004679808,0.0004883787],"domain_scores_gemma":[0.9979607,0.00008526388,0.000904133,0.0005237305,0.0004944869,0.00003170135],"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":[0.0005206206,0.0004099783,0.3247413,0.0002790486,0.0006444055,0.001076357,0.004953301,0.0001135241,0.06575849,0.545679,0.0006817866,0.05514218],"study_design_scores_gemma":[0.002907559,0.0001357674,0.7694114,0.001179217,0.001087249,0.001387446,0.0274757,0.009935566,0.006665645,0.1044968,0.07288388,0.002433798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470122,0.000383931,0.0001220788,0.007247258,0.0006493345,0.0007634983,0.000003205855,0.0003180856,0.04350036],"genre_scores_gemma":[0.9974753,0.000002075851,0.001005564,0.0002535091,0.001072403,0.00003881152,0.000009330698,0.00002076777,0.0001222017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4446701,"threshold_uncertainty_score":0.9963219,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":true,"about_ca_topic":true,"confidence":"high"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"methods","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"split"},{"id":"W2512623009","doi":"","title":"Referral Marketing Campaigns: 'Slashdotting' Digital Library Resources","year":2007,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Web and Library Services","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":"Library science; Information literacy; Service (business); The Internet; Collection development; World Wide Web; Digital library; Digital reference; Computer science; Library instruction; Multimedia; Business; Marketing; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.005708813757741789,"gpt":0.1945675239477798,"spread":0.188858710190038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005499613,0.0003511134,0.00041181,0.0008963914,0.0003654468,0.0003912968,0.00280292,0.0004828213,0.000009469496],"category_scores_gemma":[0.0001110942,0.000332009,0.0001649615,0.001748723,0.0004878538,0.004752634,0.001276119,0.000534765,0.00003388624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004450305,"about_ca_system_score_gemma":0.0002191386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001312054,"about_ca_topic_score_gemma":0.00000538408,"domain_scores_codex":[0.9972486,0.00003905573,0.0008397234,0.0007756193,0.0004242197,0.0006727856],"domain_scores_gemma":[0.9977801,0.0001058349,0.000475846,0.001402724,0.0000808598,0.0001545654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005360909,0.0009749844,0.4150571,0.0008616031,0.0004953461,0.00296376,0.001592395,0.00007861733,0.05628182,0.2047155,0.006999459,0.3094434],"study_design_scores_gemma":[0.0009185611,0.0004485712,0.03570973,0.0006000848,0.00003402381,0.0007127283,0.0006809228,0.0004958229,0.1980402,0.006340482,0.7549302,0.001088694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023015,0.0006650939,0.006383327,0.001314491,0.001507684,0.0002942289,0.000007693052,0.002846866,0.08467904],"genre_scores_gemma":[0.925327,0.00001141847,0.07206997,0.0001366633,0.0002454785,0.00001310049,0.000009946201,0.00003501157,0.002151401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7479308,"threshold_uncertainty_score":0.9999132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912449609","doi":"","title":"Cruising the Library","year":2019,"lang":"en","type":"article","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Library Science and Administration","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":"Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01039436829528487,"gpt":0.2449110832043626,"spread":0.2345167149090777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000260275,0.000109254,0.0001555847,0.0001920752,0.0006352926,0.0001256982,0.0009333178,0.0002443715,0.00008826765],"category_scores_gemma":[0.00006666361,0.00008235473,0.00007772728,0.001040131,0.001323421,0.002176743,0.0001269412,0.0002419971,0.00007829152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003156351,"about_ca_system_score_gemma":0.0008578612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001156457,"about_ca_topic_score_gemma":0.00002453787,"domain_scores_codex":[0.9987903,0.00004417809,0.0002811703,0.000270169,0.0003317046,0.0002824825],"domain_scores_gemma":[0.999159,0.00003083486,0.0001844647,0.0005288864,0.00004322595,0.00005354859],"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":[0.00001930819,0.00008603953,0.1389644,0.00002734201,0.00003042341,0.00003330846,0.001405759,0.00002250653,0.0334575,0.812034,0.002628746,0.01129063],"study_design_scores_gemma":[0.0001843985,0.000130823,0.00553429,0.00007945912,0.00001489357,0.00001780098,0.002683247,0.00002610405,0.08322182,0.01223257,0.8956704,0.0002042472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7608304,0.0001588981,0.00003855933,0.009673365,0.001932533,0.0003550334,0.000001512581,0.0004149368,0.2265948],"genre_scores_gemma":[0.9850829,0.00002995266,0.001958847,0.000143487,0.000166914,0.00001250125,0.000002220693,0.000008643572,0.01259451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8930416,"threshold_uncertainty_score":0.4886222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7001703533","doi":"","title":"The Library of Parliament (Happy Canada Day!)","year":2022,"lang":"en","type":"other","venue":"SMARTech Repository (Georgia Institute of Technology)","topic":"Ecology, Conservation, and Geographical Studies","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":"Parliament; Interview; Government (linguistics); Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.003443510049029905,"gpt":0.1703860712884315,"spread":0.1669425612394016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001672006,0.0002944373,0.000459797,0.0001687726,0.000484373,0.00001127011,0.001167426,0.0003828225,0.001656923],"category_scores_gemma":[0.00008774427,0.000231115,0.0001182446,0.0008117232,0.002249817,0.00007834575,0.001027283,0.0004586215,0.000008693078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209582,"about_ca_system_score_gemma":0.0003570667,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.148773,"about_ca_topic_score_gemma":0.4178608,"domain_scores_codex":[0.9981452,0.00005267093,0.0005516545,0.0004612726,0.0004408665,0.0003483463],"domain_scores_gemma":[0.9982925,0.00007055464,0.0006421498,0.0009277185,0.00001282911,0.00005426913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001251242,0.00009084933,0.2824371,0.00005151755,0.0002477503,0.0000483898,0.00001604387,0.00001985293,0.0002480692,0.003570794,0.7095411,0.003716049],"study_design_scores_gemma":[0.0001387384,0.0001000003,0.01769631,0.00004796784,0.00005394834,0.000009765141,0.0001117001,0.000003087541,0.0008781098,0.0006130328,0.9801283,0.0002190529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02814194,0.005150613,0.00001543617,0.004853239,0.003676445,0.001148634,0.0001143409,0.0005472676,0.9563521],"genre_scores_gemma":[0.1026298,0.004079822,0.004110349,0.0005437655,0.0002639993,0.0009411471,0.00008594557,0.0004614247,0.8868838],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2705872,"threshold_uncertainty_score":0.9992557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}