{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":19,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":19,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"cb85a3117f3f","filters":{"venue":"International Journal of Safety Science"}},"results":[{"id":"W2791359125","doi":"10.24900/ijss/0201115124.2018.0301","title":"Missing no Interaction—Using STPA for Identifying Hazardous Interactions of Automated Driving Systems","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Hazardous waste; Computer science; Engineering; Waste management","authors":[{"name":"Asim Abdulkhaleq","is_ca":false},{"name":"Markus Baumeister","is_ca":false},{"name":"Hagen Böhmert","is_ca":false},{"name":"Stefan Wagner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1455185742474159,"gpt":0.4850441482099697,"spread":0.3395255739625538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006651802,0.0001408202,0.0004077096,0.001754162,0.0005333833,0.0007901767,0.002142369,0.00004267259,0.0001623234],"category_scores_gemma":[0.008439856,0.000109597,0.0003474111,0.001389719,0.000622209,0.003165788,0.0002164345,0.0001932711,0.00004556081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004289309,"about_ca_system_score_gemma":0.0005608366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009414053,"about_ca_topic_score_gemma":0.00003106004,"domain_scores_codex":[0.9943791,0.0001323539,0.002004867,0.0003419571,0.00288042,0.0002612709],"domain_scores_gemma":[0.9838836,0.001486431,0.002485052,0.0003026502,0.01167699,0.0001652416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001659872,0.0005209713,0.01691813,0.00003338142,0.000969182,0.00007331695,0.006620946,0.1153336,0.7048011,0.005388672,0.003622508,0.1440583],"study_design_scores_gemma":[0.0006115905,0.0001578163,0.007689302,0.000638142,0.00007111865,0.0006147837,0.002980079,0.963363,0.008763864,0.003663399,0.01125073,0.000196179],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3534382,0.0001072102,0.6241794,0.001790572,0.01787923,0.0001573536,0.00002931751,0.00003951475,0.002379212],"genre_scores_gemma":[0.9816597,0.000030376,0.01719168,0.00004931631,0.0008568341,8.753521e-7,9.293272e-7,0.000009029943,0.00020127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8480294,"threshold_uncertainty_score":0.9999125,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2772425521","doi":"10.24900/ijss/01034660.2017.1201","title":"Advancing Safety by In-Depth Assessment of Workers Attention and Perception","year":2017,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Workplace safety; Applied psychology; Cognitive psychology; Environmental science; Occupational safety and health; Political science; Law","authors":[{"name":"Somayeh Asadi","is_ca":false},{"name":"Ebrahim Karan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0453434429766885,"gpt":0.5203068471314606,"spread":0.4749634041547721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005539212,0.00007966653,0.0002035776,0.0003453821,0.0008118635,0.00003231702,0.0007699425,0.00006239607,0.000130172],"category_scores_gemma":[0.001139537,0.00006734685,0.00004887189,0.0001384079,0.0004187838,0.001201592,0.0002218232,0.0005291012,0.000006174835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007900324,"about_ca_system_score_gemma":0.001451885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004241721,"about_ca_topic_score_gemma":0.0001934465,"domain_scores_codex":[0.9970664,0.0001543354,0.0009280732,0.0001764058,0.001357488,0.0003172773],"domain_scores_gemma":[0.9968422,0.0004218251,0.001052492,0.0001746517,0.00131237,0.0001964567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003935093,0.00005160965,0.9517012,0.00003002145,0.000008423981,0.000004706635,0.0002529267,0.00005232598,0.004881223,0.001038287,0.0001498557,0.04143591],"study_design_scores_gemma":[0.001159278,0.00009830854,0.9936546,0.0005163669,0.000002973402,0.00001017491,0.000909298,0.001697873,0.00001065759,0.0004657777,0.001419358,0.00005533105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651175,0.00006511159,0.006211459,0.01371269,0.002379842,0.0003297272,0.00003106425,0.000004434863,0.01214818],"genre_scores_gemma":[0.9960016,0.0006778322,0.002838153,0.0001260577,0.0001770805,0.000003791047,0.000005002725,0.000005235006,0.0001652284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0419534,"threshold_uncertainty_score":0.624428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793335499","doi":"10.24900/ijss/020194103.2018.0301","title":"Modelling Multiple Levels of Abstraction in Hierarchical Control Structures","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Abstraction; Computer science; Control (management); Multilevel model; Artificial intelligence; Machine learning; Epistemology","authors":[{"name":"Martin Rejzek","is_ca":false},{"name":"Svana Helen Björnsdóttir","is_ca":false},{"name":"Sven Stefan Krauss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01332548788060622,"gpt":0.2623484310484909,"spread":0.2490229431678847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004656826,0.00006144853,0.0001289961,0.0003269661,0.0000268992,0.00002066177,0.0003628671,0.00002993454,0.00001745461],"category_scores_gemma":[0.0001777298,0.00005565786,0.00003531492,0.0001802588,0.0001619805,0.0006809459,0.00001303745,0.0001395476,0.000001478257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001827309,"about_ca_system_score_gemma":0.00006507031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001338896,"about_ca_topic_score_gemma":0.000008837714,"domain_scores_codex":[0.9987667,0.00001316198,0.0005024018,0.00007625665,0.000528999,0.0001124365],"domain_scores_gemma":[0.9989719,0.0001042989,0.0001959795,0.00006131278,0.0006221759,0.00004436853],"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":[0.00009144902,0.000007072457,0.0006715182,0.000002175156,0.00001279898,0.000003146964,0.0001595581,0.9578835,0.03625939,0.0008410822,0.000001065917,0.004067259],"study_design_scores_gemma":[0.001075376,0.00003113502,0.01486081,0.00005400926,0.000002414658,0.00004389924,0.00003109182,0.975879,0.005650389,0.002261532,0.0000587807,0.00005152028],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2108381,0.00003684781,0.7875682,0.00007969717,0.001039441,0.00004625883,0.00001029176,0.000008323203,0.000372844],"genre_scores_gemma":[0.9883592,0.00001373057,0.01134696,0.00001323612,0.0002580525,4.542709e-7,2.618517e-7,0.000005649574,0.000002436356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7775211,"threshold_uncertainty_score":0.2269661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793456627","doi":"10.24900/ijss/02018493.2018.0301","title":"Documentation of Assumptions and System Vulnerability Monitoring: the Case of System Theoretic Process Analysis (STPA)","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Documentation; Vulnerability (computing); Process (computing); Computer science; Data mining; Computer security; Programming language","authors":[{"name":"Nektarios Karanikas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01157523389472014,"gpt":0.3090966670187961,"spread":0.297521433124076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002371072,0.00007469831,0.0001662066,0.0005698376,0.0002286347,0.0001538758,0.0006173475,0.00001697277,0.0000217581],"category_scores_gemma":[0.0001393849,0.00004633947,0.0000829536,0.001051786,0.0007287663,0.001176713,0.0001240773,0.00006668954,0.000002608237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013892,"about_ca_system_score_gemma":0.0000475326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003081443,"about_ca_topic_score_gemma":0.00002476961,"domain_scores_codex":[0.9984591,0.00002333363,0.0005500242,0.0001431509,0.0007193858,0.000105026],"domain_scores_gemma":[0.9970165,0.00009374524,0.0008892758,0.000148553,0.00183677,0.00001507786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000481384,0.000253442,0.5631273,0.001069065,0.001013013,0.0002072837,0.003177883,0.01509922,0.002906086,0.395918,0.00003540657,0.01671183],"study_design_scores_gemma":[0.002118313,0.0002190078,0.6530527,0.001717828,0.002310357,0.0009634561,0.1436874,0.1789471,0.009624127,0.006523007,0.0003503914,0.0004863362],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908708,0.0000434724,0.006351015,0.0003913732,0.000766116,0.0001160622,0.000003905235,0.000007516938,0.001449725],"genre_scores_gemma":[0.999384,0.00001443066,0.0001506668,0.0000175503,0.0004202949,0.000002276857,6.810194e-7,0.000002745076,0.000007368387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.389395,"threshold_uncertainty_score":0.268517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2750956155","doi":"10.24900/ijss/01024045.2017.0601","title":"Comparison of Gear and Peripheral pumps performance, evaluation of their reliability at operation region","year":2017,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Peripheral; Computer science; Environmental science; Automotive engineering; Engineering; Physics","authors":[{"name":"Miran Qazizada","is_ca":false},{"name":"Elena Pivarčiová","is_ca":false},{"name":"Witold Biały","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04752372848888791,"gpt":0.333033610734519,"spread":0.2855098822456311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002149046,0.00005644546,0.0001620885,0.00008119841,0.0001160864,0.0000394098,0.0004363987,0.0000263134,0.00002695832],"category_scores_gemma":[0.0002175417,0.00004347791,0.00003393011,0.00003541053,0.0002603247,0.0006892221,0.00005200276,0.00006628928,8.339685e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001959762,"about_ca_system_score_gemma":0.00008760162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001796722,"about_ca_topic_score_gemma":0.000005749672,"domain_scores_codex":[0.9985061,0.00002961595,0.0004934625,0.00006913627,0.000833843,0.00006787305],"domain_scores_gemma":[0.9984788,0.00003726094,0.0004160457,0.0001570613,0.0008707966,0.00003999453],"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":[0.0001228514,0.00005539333,0.3521914,0.00006269573,0.0000583386,8.337222e-7,0.006002007,0.5269628,0.03241183,0.0002466826,0.00007330188,0.08181188],"study_design_scores_gemma":[0.000328122,0.00004985034,0.3651621,0.0001224906,0.00000763066,0.00003832402,0.0001471454,0.6235379,0.01037493,0.0000553189,0.0001389745,0.00003725841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937221,0.0001010846,0.002408565,0.0001571538,0.0008323851,0.00007168022,0.000002585141,0.000003170062,0.002701259],"genre_scores_gemma":[0.9995778,0.0001047669,0.0002276199,0.000003338835,0.00007123308,7.321212e-7,6.518729e-7,0.000002978693,0.00001083346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09657512,"threshold_uncertainty_score":0.1772978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771773343","doi":"10.24900/ijss/01036173.2017.1201","title":"A Quantitative Method for Dynamic Risk Prediction Using AHP and Grey Modeling: Case Study of a Mud-Flow Hazard","year":2017,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Grey System Theory Applications","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Analytic hierarchy process; Hazard; Computer science; Hazard analysis; Flow (mathematics); Risk analysis (engineering); Operations research; Reliability engineering; Engineering; Mathematics; Business; Chemistry","authors":[{"name":"Li-Jeng Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1967205950277751,"gpt":0.5119146166872954,"spread":0.3151940216595204,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01518224,0.0001084958,0.0002975705,0.0006487537,0.0008785279,0.0004711436,0.001878195,0.0000345383,0.000007070757],"category_scores_gemma":[0.0101183,0.00008161237,0.0001070981,0.0002788478,0.000403019,0.001774665,0.0002698884,0.0001440331,0.000001492897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001496603,"about_ca_system_score_gemma":0.0003125753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002965295,"about_ca_topic_score_gemma":0.0002699758,"domain_scores_codex":[0.996154,0.0002336478,0.001221856,0.0003688821,0.001878257,0.0001434275],"domain_scores_gemma":[0.9905632,0.001305146,0.002532554,0.0004821403,0.004992411,0.000124617],"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":[0.002166859,0.001019066,0.0678921,0.00001412564,0.0004768058,0.0003431073,0.03126062,0.7455223,0.02412584,0.0133823,0.0000275637,0.1137693],"study_design_scores_gemma":[0.000979578,0.0003457455,0.006968588,0.00004764579,0.00004629826,0.0020511,0.01293312,0.9460954,0.00008082224,0.03036924,0.0000147224,0.00006771019],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.517404,0.00001679855,0.4816271,0.0001773341,0.0004582889,0.0002041608,0.00007910473,0.00000227512,0.00003093814],"genre_scores_gemma":[0.872134,0.000007193174,0.1277787,0.00000851987,0.00004810761,0.000004917253,2.201443e-7,0.00000537767,0.00001290575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3547301,"threshold_uncertainty_score":0.9982199,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2610842834","doi":"10.24900/ijss/01022939.2017.0601","title":"Analytical development of Orthotropic plate on Winkler elastic foundation subjected to moving distributed load","year":2017,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Railway Engineering and Dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Orthotropic material; Foundation (evidence); Moving load; Structural engineering; Materials science; Geology; Engineering; Finite element method; Geography","authors":[{"name":"Ogunyebi S. N","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01179948521246834,"gpt":0.2634192846012232,"spread":0.2516197993887549,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003884074,0.00008375487,0.0001236354,0.0002212813,0.0001123767,0.0001038822,0.0007006857,0.0000249144,0.00001597143],"category_scores_gemma":[0.0006327554,0.00007518085,0.00003850423,0.0001299774,0.00008007081,0.0003416904,0.00005962701,0.0001307811,0.00001232078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004882333,"about_ca_system_score_gemma":0.0002227229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002742177,"about_ca_topic_score_gemma":0.000008581575,"domain_scores_codex":[0.9985797,0.000003763204,0.0003950886,0.00009175396,0.0007871609,0.0001425764],"domain_scores_gemma":[0.9990025,0.00004929542,0.0001482183,0.0001368781,0.0005558379,0.0001073046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001069742,0.00003547687,0.005016549,0.00001064576,0.0000839132,0.00002431868,0.0003556321,0.9524132,0.01908411,0.001912143,0.00001911128,0.02093795],"study_design_scores_gemma":[0.0004849769,0.00007051428,0.6351008,0.0002788372,0.00001002286,0.00003817141,0.00002336644,0.3564828,0.006186021,0.0001215046,0.001047169,0.0001558181],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7178158,0.000003535051,0.2804448,0.0001372368,0.001043919,0.00002489686,0.000007991959,0.00001380133,0.0005079768],"genre_scores_gemma":[0.9931593,0.000006906494,0.006716868,0.00001016313,0.00007994137,4.226627e-7,0.000002816803,0.000006363116,0.00001723857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6300843,"threshold_uncertainty_score":0.3065786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789665199","doi":"10.24900/ijss/0201104114.2018.0301","title":"A method for uncertainty assessment and communication in safety-driven design - a case study of unmanned merchant vessel","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Aeronautics; Computer science; Engineering; Reliability engineering; Marine engineering","authors":[{"name":"Wróbel Krzysztof","is_ca":false},{"name":"Montewka Jakub","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03692856412809099,"gpt":0.3835277856545659,"spread":0.3465992215264749,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003022629,0.00008312563,0.0001844366,0.0003246971,0.000100148,0.00003556661,0.0004050075,0.00002855066,0.00001841616],"category_scores_gemma":[0.0001196399,0.00007440196,0.00003226741,0.0002923027,0.0001693745,0.0003681365,0.00007876282,0.0001454544,3.114167e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002642656,"about_ca_system_score_gemma":0.0001582781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001556005,"about_ca_topic_score_gemma":0.0001634627,"domain_scores_codex":[0.9985808,0.0001244589,0.000611123,0.0001116305,0.0004532406,0.0001187899],"domain_scores_gemma":[0.9982725,0.0004514003,0.0002129539,0.000123998,0.0008708148,0.00006827898],"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":[0.001886677,0.001261573,0.006630564,0.0000766236,0.00045487,0.0004450646,0.03729232,0.7363142,0.03551903,0.01917965,0.0001878913,0.1607516],"study_design_scores_gemma":[0.002865827,0.0005911003,0.01464606,0.0001579865,0.00002246115,0.001008945,0.005378075,0.9724522,0.0009404333,0.001405786,0.0004006184,0.0001304993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3284049,0.00004791572,0.6698578,0.0005860813,0.0003078459,0.0003901208,0.00001726326,0.00001122271,0.0003768692],"genre_scores_gemma":[0.9000773,0.00007710399,0.09975914,0.00003185978,0.00003860997,0.000005370519,0.000001275488,0.000005636056,0.000003743036],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5716724,"threshold_uncertainty_score":0.3034024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947617829","doi":"10.24900/ijss/0301173188.2019.0501","title":"A quantitative assessment tool for process safety performance by implementing a proposed capability maturity framework","year":2019,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Capability Maturity Model; Process management; Process capability; Process (computing); Maturity (psychological); Computer science; Systems engineering; Reliability engineering; Engineering; Operations management; Work in process; Psychology; Software","authors":[{"name":"Walaa Mahmoud Shehata","is_ca":false},{"name":"Hamdy Ahmed Faroun","is_ca":false},{"name":"Ahmed A. Bhran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03467799870594856,"gpt":0.4364513643845466,"spread":0.4017733656785981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01862311,0.000190076,0.0004816747,0.0004881797,0.0004752611,0.0005118194,0.0032086,0.00006976472,0.0006162623],"category_scores_gemma":[0.005264125,0.0001326908,0.0003303546,0.001339888,0.0004301445,0.00264207,0.0002533126,0.0004179268,0.00003871671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004672444,"about_ca_system_score_gemma":0.001135412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001440684,"about_ca_topic_score_gemma":0.000007708934,"domain_scores_codex":[0.9918843,0.000152037,0.00186829,0.0005800133,0.005060477,0.000454865],"domain_scores_gemma":[0.9898859,0.002043511,0.00173825,0.0004068313,0.005769182,0.0001563574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005891458,0.0009570459,0.6717988,0.00007834267,0.000512166,0.00001433557,0.006742213,0.01812646,0.01870331,0.04831042,0.001239899,0.2276256],"study_design_scores_gemma":[0.003996725,0.001828874,0.4553088,0.0005260253,0.000110133,0.0001386017,0.009196361,0.2655555,0.009144232,0.2231434,0.03005634,0.0009949526],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8430083,0.00004661772,0.1489464,0.005332003,0.001145658,0.0003874841,0.0001225276,0.000009741098,0.001001245],"genre_scores_gemma":[0.9600989,0.00008972028,0.03932232,0.0002186145,0.0001071563,0.000004522734,0.000004943397,0.000007444105,0.0001463748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.247429,"threshold_uncertainty_score":0.674764,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250663538","doi":"10.24900/ijss/02010000.2018.0301","title":"Editorial for Special Issue on 5th European STAMP Workshop (ESW) 2017","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08772088909137812,"gpt":0.4546144043899447,"spread":0.3668935152985665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.01919489,0.0001309061,0.0002222374,0.0005028715,0.0004361272,0.002126755,0.009304678,0.00006988744,0.000679542],"category_scores_gemma":[0.0280415,0.00008923945,0.0001536827,0.0007256743,0.0008463499,0.00390075,0.0004799529,0.0004505146,0.0004888796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002182302,"about_ca_system_score_gemma":0.0005007572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006551566,"about_ca_topic_score_gemma":0.000008063159,"domain_scores_codex":[0.9921288,0.000132016,0.001036834,0.0004139967,0.005976047,0.0003122665],"domain_scores_gemma":[0.9912485,0.001399185,0.001125227,0.0003094371,0.0056543,0.0002632895],"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":[0.0005854772,0.00003707682,0.0002872437,2.124678e-7,0.00001171734,0.000008220643,0.0005636252,0.000107489,0.0001933921,0.001645899,0.8801858,0.1163739],"study_design_scores_gemma":[0.0007014782,0.0001928354,0.003773795,0.00005569198,0.000003977845,0.00004042788,0.0003870586,0.0002660294,0.0004742894,0.008484473,0.9855053,0.0001146349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.02397456,0.00002501093,0.02096759,0.02460337,0.7404787,0.0002050162,0.0000912601,0.00002040341,0.1896341],"genre_scores_gemma":[0.3362016,0.00002222042,0.001567466,0.001080907,0.6587245,5.972068e-7,0.000001303541,0.000009441369,0.002391883],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3122271,"threshold_uncertainty_score":0.9989091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791961815","doi":"10.24900/ijss/02017483.2018.0301","title":"Maritime Spatial Planning as a tool for ecosystem-based adaptive safety management of maritime transportation system in the Gulf of Finland (Baltic Sea)","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Maritime Navigation and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Baltic sea; Environmental resource management; Ecosystem; Maritime safety; Marine ecosystem; Ecosystem-based management; Adaptive management; Marine spatial planning; Spatial planning; Geography; Oceanography; Environmental planning; Environmental science; Ecology; Geology","authors":[{"name":"Robert Aps","is_ca":false},{"name":"Mihhail Fetissov","is_ca":false},{"name":"Floris Goerlandt","is_ca":false},{"name":"Pentti Kujala","is_ca":false},{"name":"Are Piel","is_ca":false},{"name":"John V. Thomas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01079898118262856,"gpt":0.2568031377126936,"spread":0.246004156530065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837989,0.0001137238,0.0002324504,0.0002834644,0.00006665773,0.00002903692,0.000668361,0.00004546359,0.00006596118],"category_scores_gemma":[0.00004501246,0.00009401682,0.0001126301,0.0003122443,0.0001458654,0.0002947627,0.00001401769,0.000119877,0.000003822212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425757,"about_ca_system_score_gemma":0.0001365816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004839279,"about_ca_topic_score_gemma":0.00004850366,"domain_scores_codex":[0.9977713,0.00004575424,0.0009331074,0.0001309578,0.0009508812,0.0001679588],"domain_scores_gemma":[0.9985077,0.000243728,0.0003462133,0.0001202944,0.0007374937,0.00004452587],"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":[0.01056576,0.0006133408,0.0400874,0.002554627,0.000945293,0.0004214125,0.007613257,0.7407784,0.006122401,0.1174854,0.0004684598,0.07234415],"study_design_scores_gemma":[0.005391928,0.0006039821,0.3334825,0.003992676,0.0001007737,0.0001289274,0.001809852,0.6462969,0.004987514,0.0008691621,0.002002384,0.0003333528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2897885,0.0001062982,0.6955045,0.0005950073,0.001745285,0.0009377843,0.0007176552,0.00002757058,0.01057739],"genre_scores_gemma":[0.9950507,0.00001041263,0.004740082,0.00003935855,0.0001137583,0.000007281956,0.00001635532,0.000008407055,0.00001363508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7052622,"threshold_uncertainty_score":0.3833894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911382733","doi":"10.24900/ijss/02021681721.2018.0601","title":"On the professional pressure of physical education teachers in Colleges and universities in Guizhou","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Physical education; Mathematics education; Medical education; Professional development; Pedagogy; Psychology; Sociology; Political science; Medicine","authors":[{"name":"HE Xiao-hong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007028768504585147,"gpt":0.2957682820923386,"spread":0.2887395135877535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006337374,0.0000403943,0.00005548617,0.000164814,0.00006640391,0.00001291971,0.0003932643,0.00001367742,0.0001793401],"category_scores_gemma":[0.0001722163,0.00002503994,0.00001509141,0.0004063721,0.0007451636,0.000491232,0.00008185504,0.0001124292,0.000004016666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311215,"about_ca_system_score_gemma":0.0004028593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001091223,"about_ca_topic_score_gemma":0.00004539335,"domain_scores_codex":[0.9990891,0.00002108163,0.0001869431,0.00007996678,0.0005536599,0.00006930863],"domain_scores_gemma":[0.9994928,0.0001236516,0.0001606753,0.00005183144,0.0001462118,0.00002487061],"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":[0.0003305113,0.001506619,0.2933106,0.000005272255,0.00002777122,0.000003038674,0.0343421,0.002678974,0.0281805,0.6164857,0.003009179,0.02011971],"study_design_scores_gemma":[0.0002038965,0.0001081432,0.9767709,0.0001134837,0.000001943503,0.000009733952,0.006391513,0.0007140037,0.001347248,0.01082958,0.003465089,0.00004442357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832386,0.00000824576,0.00001213945,0.005940602,0.0003379271,0.00004992721,0.000003199411,6.423707e-7,0.01040868],"genre_scores_gemma":[0.9990805,0.000006633521,0.00018363,0.0002139792,0.00006906769,9.858798e-7,3.559096e-7,0.000001349512,0.0004435327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6834604,"threshold_uncertainty_score":0.2745587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886031661","doi":"10.24900/ijss/0202125141.2018.0601","title":"Assessing Process Safety Culture Maturity for Specialty Gas Operations","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Maturity (psychological); Process (computing); Specialty; Safety culture; Business; Process management; Computer science; Psychology; Management; Economics; Developmental psychology; Psychiatry","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0746517813651869,"gpt":0.463725837528438,"spread":0.3890740561632511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008609551,0.0001521925,0.0003388553,0.0006758086,0.001024518,0.001552695,0.003430787,0.00007094497,0.0004591056],"category_scores_gemma":[0.007995692,0.0001013719,0.0003034398,0.001638633,0.0009918029,0.004658113,0.0001692891,0.0002511206,0.00007095867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649497,"about_ca_system_score_gemma":0.00108702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001479881,"about_ca_topic_score_gemma":0.0001721559,"domain_scores_codex":[0.9936714,0.00010074,0.001417986,0.0004310105,0.004075923,0.0003029726],"domain_scores_gemma":[0.986497,0.0004581082,0.0007595241,0.0003129004,0.01173895,0.0002334851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003407447,0.00102756,0.02194502,0.00001471452,0.0005276766,0.000108685,0.02005648,0.04289529,0.02193352,0.09998091,0.01295042,0.7751523],"study_design_scores_gemma":[0.003978046,0.0008483755,0.1405179,0.0003663221,0.0001740575,0.001076765,0.01396855,0.1159217,0.02121045,0.434146,0.266724,0.001067869],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1818177,0.0001757041,0.7476352,0.03437945,0.008240201,0.0003310602,0.0001412827,0.00003043996,0.02724896],"genre_scores_gemma":[0.9762407,0.0001411801,0.02037299,0.0005137207,0.002246396,0.000001587646,0.000003643135,0.000006702898,0.000473104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.794423,"threshold_uncertainty_score":0.9994838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4253192017","doi":"10.24900/ijss/0202168172.2018.0601","title":"On the professional pressure of physical education teachers in Colleges and universities in Guizhou","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Physical education; Professional development; Pedagogy; Psychology; Mathematics education; Medical education; Sociology; Medicine","authors":[{"name":"Xiaohong He","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007028768504585147,"gpt":0.2957682820923386,"spread":0.2887395135877535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006337374,0.0000403943,0.00005548617,0.000164814,0.00006640391,0.00001291971,0.0003932643,0.00001367742,0.0001793401],"category_scores_gemma":[0.0001722163,0.00002503994,0.00001509141,0.0004063721,0.0007451636,0.000491232,0.00008185504,0.0001124292,0.000004016666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002311215,"about_ca_system_score_gemma":0.0004028593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001091223,"about_ca_topic_score_gemma":0.00004539335,"domain_scores_codex":[0.9990891,0.00002108163,0.0001869431,0.00007996678,0.0005536599,0.00006930863],"domain_scores_gemma":[0.9994928,0.0001236516,0.0001606753,0.00005183144,0.0001462118,0.00002487061],"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":[0.0003305113,0.001506619,0.2933106,0.000005272255,0.00002777122,0.000003038674,0.0343421,0.002678974,0.0281805,0.6164857,0.003009179,0.02011971],"study_design_scores_gemma":[0.0002038965,0.0001081432,0.9767709,0.0001134837,0.000001943503,0.000009733952,0.006391513,0.0007140037,0.001347248,0.01082958,0.003465089,0.00004442357],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832386,0.00000824576,0.00001213945,0.005940602,0.0003379271,0.00004992721,0.000003199411,6.423707e-7,0.01040868],"genre_scores_gemma":[0.9990805,0.000006633521,0.00018363,0.0002139792,0.00006906769,9.858798e-7,3.559096e-7,0.000001349512,0.0004435327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6834604,"threshold_uncertainty_score":0.2745587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887189697","doi":"10.24900/ijss/0202158167.2018.0601","title":"Spectral Estimation of Nitrogen status in Wheat crops using Remote Sensing","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Remote Sensing in Agriculture","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Estimation; Nitrogen; Environmental science; Remote sensing; Agronomy; Agricultural engineering; Geography; Chemistry; Engineering; Biology","authors":[{"name":"Archana Nandibewoor","is_ca":false},{"name":"Pavitra Kini","is_ca":false},{"name":"Akash Konnur","is_ca":false},{"name":"Venkatraman Hegde","is_ca":false},{"name":"Ravindra Hegadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01102275428822245,"gpt":0.2748190143851426,"spread":0.2637962600969201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008647581,0.00009057679,0.0001366977,0.0001951894,0.00008266798,0.00005108189,0.000470364,0.00003528866,0.00009281112],"category_scores_gemma":[0.0003338811,0.00007193557,0.00005498363,0.0005989809,0.0008490192,0.0007514057,0.0001395727,0.0001526814,0.00001792561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009194623,"about_ca_system_score_gemma":0.0001238753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008768656,"about_ca_topic_score_gemma":0.0001998393,"domain_scores_codex":[0.9978476,0.00003992171,0.0005064638,0.0001704625,0.001195322,0.0002402214],"domain_scores_gemma":[0.9990801,0.00004376428,0.0004286393,0.0001088942,0.000243117,0.00009550542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001772937,0.00004347219,0.01618246,0.000002404348,0.00001628001,0.00007766779,0.001759345,0.1244756,0.6993057,0.00006642173,0.00006075295,0.1578326],"study_design_scores_gemma":[0.0006823123,0.0001511024,0.2732316,0.0002910431,0.00001263987,0.00132423,0.0003010358,0.5861194,0.1308007,0.00663135,0.0002612267,0.0001934134],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696411,0.00001040439,0.02659501,0.0003497323,0.0007785133,0.00005045038,0.000002115693,0.000004253381,0.002568437],"genre_scores_gemma":[0.8593948,0.00001123871,0.14038,0.00005935411,0.000139421,2.154889e-9,4.057709e-7,0.000004030643,0.00001081142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.568505,"threshold_uncertainty_score":0.3128246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947432535","doi":"10.24900/ijss/0301189198.2019.0501","title":"SUBSPACE CLUSTERING ANALYSIS USING DBSCAN AND SUBCLU FOR PROJECTING STMIK JAKARTA ALUMNI JOB","year":2019,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cluster analysis; DBSCAN; Subspace topology; Computer science; Artificial intelligence; Fuzzy clustering","authors":[{"name":"Sanjaya Alamsyah","is_ca":false},{"name":"Novita Sulistyowati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01674340810502901,"gpt":0.329906611545044,"spread":0.313163203440015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001930392,0.00009258972,0.0001764549,0.0006699482,0.000209275,0.0004205256,0.001618714,0.00002293297,0.000005551299],"category_scores_gemma":[0.0002579534,0.00008281431,0.00009496482,0.0009382765,0.0001023841,0.001344009,0.0003064188,0.0001546301,0.000002834229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001273467,"about_ca_system_score_gemma":0.0002379226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009315849,"about_ca_topic_score_gemma":0.00002569855,"domain_scores_codex":[0.9984555,0.00002766341,0.0003627102,0.0003081114,0.0006399198,0.0002060858],"domain_scores_gemma":[0.9983042,0.0002296515,0.0004540352,0.0002549397,0.0006555865,0.0001015636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002532921,0.0002055003,0.4384494,0.00005496677,0.001193746,0.00002932304,0.01442046,0.2427759,0.07922865,0.05649668,0.0001742292,0.1667179],"study_design_scores_gemma":[0.0004682934,0.00009086224,0.04965562,0.00006103845,0.00005468851,0.0002096233,0.0003043574,0.9467736,0.0004801759,0.0003962237,0.001354625,0.0001509053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4017076,0.00003303981,0.5962404,0.001249856,0.0004507856,0.00007874431,0.00000619621,0.00001466859,0.0002187157],"genre_scores_gemma":[0.8621376,0.00001408598,0.1375617,0.0001027485,0.00009112502,0.000001307913,0.000001388781,0.000004453268,0.00008556846],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7039977,"threshold_uncertainty_score":0.4055138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887976565","doi":"10.24900/ijss/0202154157.2018.0601","title":"Investigation of groundwater quality variations along Wadi Najran, Najran, Kingdom of Saudi Arabia","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Wadi; Geography; Archaeology","authors":[{"name":"Abdelatif Mokhtar Ahmed","is_ca":false},{"name":"Ahmed K. Abd El Aal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03120305321224355,"gpt":0.2746840042857119,"spread":0.2434809510734684,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002211229,0.0001039048,0.0002120969,0.0002388236,0.0001365645,0.00006938142,0.0009827967,0.00004816939,0.0006922414],"category_scores_gemma":[0.0003527636,0.00008168224,0.0001020274,0.0004036828,0.001064203,0.001060014,0.00004001453,0.0001366874,0.00002023025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002984299,"about_ca_system_score_gemma":0.000358198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002312629,"about_ca_topic_score_gemma":0.0004170595,"domain_scores_codex":[0.9974039,0.00006946358,0.0009186761,0.0001814799,0.001232073,0.0001944769],"domain_scores_gemma":[0.9970254,0.0001644256,0.0008066843,0.0001612968,0.00171318,0.0001289724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002603726,0.00004000391,0.9088666,0.00002544236,0.00007194128,0.000006643736,0.001935223,0.0004540657,0.08007818,0.001378835,0.00008393366,0.006798792],"study_design_scores_gemma":[0.0004388471,0.0001714689,0.9289703,0.00009378577,0.00001363137,0.00008384474,0.000112195,0.0009010289,0.06342413,0.005142584,0.0005468207,0.0001014065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989306,0.00003769203,0.005899994,0.0007893668,0.00136544,0.0000533248,0.00004412726,0.000005408689,0.002498659],"genre_scores_gemma":[0.9963591,0.00001750426,0.003103979,0.0001283281,0.0003202515,1.513865e-7,0.00001659987,0.000002039051,0.00005204249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0201037,"threshold_uncertainty_score":0.7579558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2887922555","doi":"10.24900/ijss/0202142153.2018.0601","title":"Analysis of Scheduling Algorithms base on Fairness Index, Packet Loss Rate & Delay in 4G Wireless Network","year":2018,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Telecommunications and Broadcasting Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Max-min fairness; Computer network; Maximum throughput scheduling; Fairness measure; Index (typography); Base station; Scheduling (production processes); Algorithm; Base (topology); Wireless; Round-robin scheduling; Mathematics; Mathematical optimization; Dynamic priority scheduling; Quality of service; Telecommunications; Throughput","authors":[{"name":"Zalmai Zormatai","is_ca":false},{"name":"Sunera Kargathara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01940683955184289,"gpt":0.2874465025093139,"spread":0.2680396629574711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001401502,0.00009368225,0.0002140134,0.0009923142,0.00007280049,0.00004893035,0.001350261,0.00004981,0.00002689528],"category_scores_gemma":[0.000292272,0.00008208079,0.00008158277,0.00207738,0.0004294473,0.0003305001,0.0001397365,0.0002683651,0.000004010773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000184968,"about_ca_system_score_gemma":0.00007671492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002666241,"about_ca_topic_score_gemma":0.0001371058,"domain_scores_codex":[0.9986711,0.00002852861,0.0005344058,0.0001181757,0.0004597832,0.0001880202],"domain_scores_gemma":[0.9985871,0.0002091396,0.0002532473,0.0002581253,0.0006480241,0.00004433382],"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":[0.00007184283,0.0000625876,0.04154901,0.000003404406,0.0002346872,0.00001836795,0.0003227444,0.9118024,0.002890962,0.001401545,0.00002550959,0.04161698],"study_design_scores_gemma":[0.0005290149,0.00008281514,0.1842879,0.0003269052,0.00005081908,0.00004931828,0.0002311504,0.8079181,0.004358178,0.001386533,0.0005761989,0.0002029884],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9034681,0.00006049261,0.09535493,0.0003469469,0.0004980158,0.00002842573,0.000009749338,0.00003075966,0.0002026322],"genre_scores_gemma":[0.985499,0.0001643301,0.01419223,0.00003025677,0.0001004899,9.299636e-7,0.000002259074,0.000006246477,0.000004224413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1427389,"threshold_uncertainty_score":0.3347158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2947073799","doi":"10.24900/ijss/0301199209.2019.0501","title":"An analysis and improvement of deep mining real time for search over random forest","year":2019,"lang":"en","type":"article","venue":"International Journal of Safety Science","topic":"Advanced Decision-Making Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Random forest; Computer science; Data mining; Artificial intelligence","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.008530219442061423,"gpt":0.3343753406886904,"spread":0.325845121246629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002250995,0.00007787573,0.0002227481,0.0007434755,0.00006078603,0.0001293836,0.001934396,0.00002427103,0.00001615981],"category_scores_gemma":[0.0002088995,0.00006247521,0.0001096602,0.0005761754,0.0001516377,0.001619967,0.0002932538,0.00006914059,9.835028e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304408,"about_ca_system_score_gemma":0.0001465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001856652,"about_ca_topic_score_gemma":0.000007209955,"domain_scores_codex":[0.9978879,0.00001999173,0.0004878991,0.0002521938,0.00119185,0.0001601353],"domain_scores_gemma":[0.997566,0.0004640122,0.0004372695,0.0002759578,0.001163276,0.00009342746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00118875,0.0002208301,0.07460203,0.00001087275,0.0003591285,0.00002701299,0.001856198,0.03749642,0.3903646,0.02853589,0.00001784534,0.4653204],"study_design_scores_gemma":[0.001549378,0.0007740621,0.1068848,0.00006523904,0.00003046959,0.00004257386,0.00006877934,0.8595089,0.01888773,0.01197851,0.00007015956,0.0001393398],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4234789,0.00000807261,0.5760842,0.0001199918,0.0001322168,0.00007520045,0.00000322243,0.000007615052,0.00009061326],"genre_scores_gemma":[0.7451832,0.00002030814,0.2547086,0.00003878049,0.00003277523,8.589878e-7,5.230094e-7,0.000002673087,0.00001222518],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8220125,"threshold_uncertainty_score":0.3594621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}