{"meta":{"query_hash":"c6ada48e8826","filters":{"topic":"Transportation Systems and Safety"},"cohort_total":39,"direct_labels_cover":0,"predictions_cover":39,"exported":39,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c6ada48e8826","api":"https://metacan.xera.ac/api/v1/cohort?topic=Transportation+Systems+and+Safety"},"results":[{"id":"W1557792906","doi":"","title":"Computer Aided Modelling of Railway Station Traffic Control Systems","year":2014,"lang":"en","type":"article","venue":"Logistyka","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Control (management); Computer science; Transport engineering; Control system; Engineering; Telecommunications; Artificial intelligence; Electrical engineering","score_opus":0.028644462093934384,"score_gpt":0.2184116838533357,"score_spread":0.1897672217594013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557792906","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025927108,0.000078726654,0.97254926,0.00011643231,0.0005295174,0.00017842306,0.000008700011,0.00011508269,0.0004967548],"genre_scores_gemma":[0.9822544,0.0000037912935,0.017493634,0.00007414731,0.00009006199,0.000009460906,0.000007482017,0.000006640535,0.000060390546],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99876297,0.0001294334,0.0004537276,0.00024289965,0.00025252096,0.00015843537],"domain_scores_gemma":[0.99913174,0.00015034284,0.00020368157,0.00032818428,0.00012932975,0.000056702043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004945078,0.00010225068,0.00025590428,0.000066002736,0.000052492316,0.00005538609,0.00031122693,0.000056332265,0.0000017280753],"category_scores_gemma":[0.0000043891814,0.00008832325,0.0000675058,0.00013598178,0.00003162905,0.00021593043,0.0000082166625,0.000060857416,0.000019892335],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067706046,0.000016980046,0.00012587915,0.00004319701,0.000010599298,0.0000012887335,0.00044334153,0.84836704,0.000065052474,0.14766511,0.000062171144,0.0031925905],"study_design_scores_gemma":[0.00068297103,0.0000727987,0.0013936312,0.000031326188,0.000005106485,0.0000033289707,0.000018604367,0.99570596,0.000025762709,0.0003232939,0.001634699,0.00010253678],"about_ca_topic_score_codex":0.00011937233,"about_ca_topic_score_gemma":0.000010089871,"teacher_disagreement_score":0.95632726,"about_ca_system_score_codex":0.000015055245,"about_ca_system_score_gemma":0.000028320523,"threshold_uncertainty_score":0.36017177},"labels":[],"label_agreement":null},{"id":"W1584604825","doi":"10.3141/2353-05","title":"Automatic Data for Applied Railway Management","year":2013,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver Community College","funders":"","keywords":"Computer science","score_opus":0.12768741202632267,"score_gpt":0.3799119039361393,"score_spread":0.2522244919098166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584604825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52152175,0.00030476588,0.45418406,0.0119751375,0.0018194697,0.008048645,0.00024882174,0.00019964857,0.0016976834],"genre_scores_gemma":[0.9320891,0.00025608158,0.06579782,0.00011718754,0.00018457891,0.00049907225,0.00006919397,0.000056011082,0.00093094545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99131215,0.0006635406,0.0020403995,0.0007751196,0.0041255266,0.0010832713],"domain_scores_gemma":[0.9923501,0.001182263,0.0006262047,0.0020062458,0.0033732527,0.00046195436],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.00667066,0.00030234008,0.0005567866,0.0010383558,0.00081674533,0.00046551586,0.00568002,0.00017680849,0.00031785856],"category_scores_gemma":[0.00006984804,0.00022034798,0.00034760762,0.0024769625,0.0003526125,0.0020051547,0.000032601874,0.0012227067,0.00009113272],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076806586,0.0011274031,0.045116287,0.0027676523,0.001191279,0.00015566593,0.008881898,0.0017439516,0.0040595224,0.4403088,0.15452504,0.33935443],"study_design_scores_gemma":[0.002966236,0.0003443983,0.909919,0.00034477064,0.000060673257,8.2474645e-7,0.0018679241,0.004976946,0.0003190952,0.024507001,0.054335963,0.00035712222],"about_ca_topic_score_codex":0.0025384051,"about_ca_topic_score_gemma":0.0066973595,"teacher_disagreement_score":0.8648028,"about_ca_system_score_codex":0.00015976645,"about_ca_system_score_gemma":0.0004816293,"threshold_uncertainty_score":0.9996997},"labels":[],"label_agreement":null},{"id":"W1982085667","doi":"10.1115/jrc2008-63010","title":"The TRAXX Platform: A New Way to Build Electric and Diesel Locomotives","year":2008,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"European Commission","keywords":"Standardization; Engineering; Axle; Automotive engineering; Transport engineering; Traction control system; Manufacturing engineering; Computer science; Mechanical engineering","score_opus":0.02048325689764148,"score_gpt":0.22603921784941516,"score_spread":0.2055559609517737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982085667","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18440115,0.00041865557,0.80459446,0.0028199104,0.00012172493,0.00021700207,5.127125e-7,0.0001267788,0.0072998065],"genre_scores_gemma":[0.987311,0.0000873141,0.006673013,0.00026554536,0.0000354208,0.000005007806,1.6595395e-7,0.0000033495276,0.005619184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99932057,0.000010516847,0.00015542962,0.00017899659,0.00015632973,0.00017817276],"domain_scores_gemma":[0.9995374,0.00007869591,0.000024484541,0.00020715015,0.00002835809,0.00012388451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001108793,0.0000739972,0.000087250286,0.000040992534,0.00027289882,0.00006065721,0.00029820512,0.000021948379,0.000004598352],"category_scores_gemma":[0.0000068330123,0.000042804666,0.000027676539,0.00032822744,0.000015566331,0.00022695179,0.000020182382,0.00005057886,0.000025681527],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027993618,0.00005709552,0.010338345,0.000010297163,0.000047567995,0.00003168536,0.025980776,0.00009279986,0.0011685266,0.6416427,0.017061751,0.30354047],"study_design_scores_gemma":[0.00065421243,0.00022668678,0.9001258,0.000012249827,0.0000032265332,0.00011253486,0.00024989512,0.002938031,0.0015667848,0.0041782996,0.089634754,0.00029751964],"about_ca_topic_score_codex":0.00018055404,"about_ca_topic_score_gemma":0.00018671887,"teacher_disagreement_score":0.88978744,"about_ca_system_score_codex":0.000007989289,"about_ca_system_score_gemma":0.000039814135,"threshold_uncertainty_score":0.20989446},"labels":[],"label_agreement":null},{"id":"W2006563298","doi":"10.1049/cp.2009.1117","title":"Calculations in 3D of the magnetic fields generated by distribution networks","year":2009,"lang":"en","type":"article","venue":"IET Conference Publications","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Overhead (engineering); Magnetic field; Electrical conductor; Electric power transmission; Computer science; Electrical engineering; Vault (architecture); Carry (investment); Field (mathematics); Physics; Telecommunications; Engineering; Structural engineering; Mathematics","score_opus":0.014591162106361683,"score_gpt":0.22906503979607093,"score_spread":0.21447387768970924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006563298","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0197016,0.00008995913,0.96647596,0.011635946,0.000098756755,0.00021471067,0.00004512729,0.000055054097,0.0016828807],"genre_scores_gemma":[0.9986044,0.000012121978,0.0007582466,0.00016921248,0.000010754347,0.000028010281,0.00012037568,0.0000014958157,0.00029534678],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99919075,0.00005811172,0.00030784396,0.00017196932,0.00013871668,0.00013259551],"domain_scores_gemma":[0.99913687,0.00003041406,0.000099170735,0.00045112098,0.0002401815,0.000042244686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013023238,0.00006587322,0.00008888068,0.0000383495,0.00009435216,0.00007971906,0.0004917578,0.00006934555,0.000029200275],"category_scores_gemma":[0.00002581605,0.000052550156,0.00003537828,0.0009149326,0.000031744177,0.00025581062,0.000015128033,0.00010529401,0.0000024239882],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011786819,0.00013475154,0.01663804,0.0000026612558,0.0000051303823,1.3557145e-7,0.000439805,0.0057985103,0.0005063408,0.95288587,0.004593561,0.018994045],"study_design_scores_gemma":[0.00017166128,0.000020485471,0.8008647,0.000012026755,0.0000035807411,0.0000012008478,0.000012941422,0.19111341,0.0000807674,0.0019511638,0.005679934,0.000088133565],"about_ca_topic_score_codex":0.000118765674,"about_ca_topic_score_gemma":0.00024823172,"teacher_disagreement_score":0.9789028,"about_ca_system_score_codex":0.000019735795,"about_ca_system_score_gemma":0.000115287694,"threshold_uncertainty_score":0.21429333},"labels":[],"label_agreement":null},{"id":"W2082310507","doi":"10.1080/10803548.2006.11076680","title":"Occupational Exposure to Base Stations—Compliance With EU Directive 2004/40/EC","year":2006,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Directive; Pager; Base station; Telecommunications; Engineering; Roaming; Mobile telephony; Transport engineering; Mobile radio; Computer science","score_opus":0.02240074160263844,"score_gpt":0.2777026785138923,"score_spread":0.25530193691125386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082310507","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10076264,0.00014059467,0.89583385,0.0014459263,0.00087120244,0.00015945766,0.00025643827,0.000029044651,0.0005008345],"genre_scores_gemma":[0.92488605,0.000030828607,0.073714815,0.0006121044,0.0004685316,0.0000077156,0.00007307004,0.000011708484,0.00019517944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99793154,0.000054769134,0.0008518924,0.0002902257,0.0006927126,0.00017885784],"domain_scores_gemma":[0.99749,0.00022916668,0.0005586051,0.00016156485,0.0014055177,0.00015514645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004106259,0.0001895468,0.0002466719,0.00030884932,0.00016450953,0.00017310187,0.0005774668,0.000059438207,0.000035534216],"category_scores_gemma":[0.00003871173,0.00016657558,0.000097223245,0.0002499775,0.00005791477,0.0010749259,0.000045910718,0.0001564617,0.000016392329],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0334736,0.0005960451,0.10058948,0.000029947556,0.00048450686,0.00016149895,0.0015439787,0.32732272,0.00048628097,0.5093521,0.0037650054,0.02219482],"study_design_scores_gemma":[0.0013682537,0.00018290788,0.98037267,0.00008715411,0.000012453724,0.00018286337,0.00005415438,0.0020928741,0.00009911327,0.00091998844,0.014398871,0.00022872376],"about_ca_topic_score_codex":0.00013538786,"about_ca_topic_score_gemma":0.00022762764,"teacher_disagreement_score":0.87978315,"about_ca_system_score_codex":0.00021666566,"about_ca_system_score_gemma":0.00050065806,"threshold_uncertainty_score":0.6792755},"labels":[],"label_agreement":null},{"id":"W2119297876","doi":"10.1109/electr.1999.779328","title":"Use of technical construction files as a method of demonstrating compliance to the EU's EMC directive","year":2003,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Directive; Compliance (psychology); Computer science; Electromagnetic compatibility; Construction industry; Engineering; Construction engineering; Telecommunications; Electrical engineering","score_opus":0.06391501606691076,"score_gpt":0.31735684465835245,"score_spread":0.2534418285914417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119297876","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065912167,0.000011205893,0.98390555,0.00031932988,0.00009188906,0.0001909775,0.0000065631284,0.000039665785,0.008843615],"genre_scores_gemma":[0.5275408,7.811001e-7,0.47235733,0.0000501421,0.0000028067727,0.000006052928,1.76088e-7,0.0000014360733,0.000040503845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991054,0.00014162916,0.0003207257,0.00017302396,0.00017337012,0.00008583456],"domain_scores_gemma":[0.9990839,0.00032876214,0.00013357168,0.0002628045,0.00015615058,0.000034807428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038439353,0.00006305826,0.00015462907,0.000036072848,0.00005606593,0.00002006395,0.00019245535,0.000032519383,0.000016136968],"category_scores_gemma":[0.000107915905,0.000042334574,0.000052683234,0.00038052595,0.00005114702,0.00016860761,0.000013819943,0.000055799464,0.0000033399492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005251995,0.000022923992,0.0033492737,0.000012445416,0.000014143529,7.719547e-7,0.00058740494,0.00070948224,0.010708332,0.9614844,0.00009571623,0.023009876],"study_design_scores_gemma":[0.0011103889,0.00061156444,0.5557191,0.00062976615,0.00005838423,0.00062404375,0.003902761,0.017439552,0.37795994,0.013745766,0.027283562,0.00091520604],"about_ca_topic_score_codex":0.00024340616,"about_ca_topic_score_gemma":0.00013497737,"teacher_disagreement_score":0.9477386,"about_ca_system_score_codex":0.000009527265,"about_ca_system_score_gemma":0.000055580975,"threshold_uncertainty_score":0.17263538},"labels":[],"label_agreement":null},{"id":"W2166235862","doi":"10.1109/icsmc2.2003.1428999","title":"Limitations to EMF exposure worldwide and the situation in Turkey","year":2003,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Limiting; Precautionary principle; China; Political science; Business; Engineering; Law","score_opus":0.030550562724907825,"score_gpt":0.2260679696510323,"score_spread":0.19551740692612446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166235862","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0877502,0.000086676206,0.87789434,0.007537873,0.00014887139,0.00031242415,5.157521e-7,0.000048011436,0.026221085],"genre_scores_gemma":[0.98020005,0.0000058453306,0.018358424,0.00056263735,0.000005419308,0.000024167213,4.9540415e-7,0.0000016515198,0.00084131624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99947256,0.00007393065,0.00015594096,0.00012466623,0.00009915455,0.00007374346],"domain_scores_gemma":[0.9995962,0.00015896627,0.000020525104,0.00015706659,0.000034260298,0.00003301194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003753947,0.00004181984,0.000062114435,0.000056284673,0.00005455187,0.00005931284,0.00010384255,0.000014916832,0.000005758753],"category_scores_gemma":[0.000047478337,0.00002665064,0.000014795477,0.00033015633,0.0000115846815,0.00017260718,0.000006062554,0.000034135603,0.000017459239],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029342877,0.000007447872,0.0037238658,0.0000014505423,0.0000018362501,8.4304895e-7,0.0064688907,0.0013556379,0.000034626246,0.9842324,0.00012678119,0.0040432587],"study_design_scores_gemma":[0.0030070432,0.000053194482,0.9213588,0.00002952153,0.0000054643597,0.000009785695,0.00182796,0.010992649,0.0002415584,0.034080356,0.028114062,0.000279585],"about_ca_topic_score_codex":0.00011540182,"about_ca_topic_score_gemma":0.0012613931,"teacher_disagreement_score":0.9501521,"about_ca_system_score_codex":0.000006638014,"about_ca_system_score_gemma":0.00002039082,"threshold_uncertainty_score":0.108678155},"labels":[],"label_agreement":null},{"id":"W2235349910","doi":"10.25071/1708-6701.1387","title":"IAML in Warsaw","year":2005,"lang":"fr","type":"article","venue":"CAML Review / Revue de l ACBM","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ohio State University","keywords":"Documentation; Visual arts; History; Library science; Sociology; Computer science; Art; Programming language","score_opus":0.03338171683379377,"score_gpt":0.28530244918186753,"score_spread":0.2519207323480738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2235349910","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013130956,0.85182893,0.03766172,0.094584346,0.0015744828,0.000813567,0.00002676096,0.000081049555,0.012116041],"genre_scores_gemma":[0.13583048,0.71988237,0.048466988,0.034394484,0.002829339,0.00024226945,0.000043556152,0.00009073912,0.05821981],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973425,0.00028125054,0.001035422,0.0005404604,0.00022842648,0.00057191803],"domain_scores_gemma":[0.9985168,0.000090596084,0.0002512866,0.00080781325,0.00013473652,0.00019874632],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00137317,0.00026068612,0.000677946,0.000057762754,0.00006184774,0.0000833951,0.00075365836,0.0001632973,0.00032057014],"category_scores_gemma":[0.00009714335,0.00027188534,0.0002629248,0.00083750376,0.000057910725,0.0006824597,0.00005211344,0.00036667183,0.0014500628],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028420377,0.0001356092,0.003713461,0.011083094,0.000018754754,0.00029405992,0.0022160881,0.00020615022,0.00003935658,0.17984267,0.019060876,0.78338706],"study_design_scores_gemma":[0.00027317577,0.000025562249,0.01398973,0.014400046,0.0000317743,0.00024177537,0.000008328159,0.0020422803,0.00002224324,0.00024269149,0.9684301,0.000292292],"about_ca_topic_score_codex":0.00020028112,"about_ca_topic_score_gemma":0.0007722052,"teacher_disagreement_score":0.94936925,"about_ca_system_score_codex":0.00022083649,"about_ca_system_score_gemma":0.00017023578,"threshold_uncertainty_score":0.99997336},"labels":[],"label_agreement":null},{"id":"W2576044369","doi":"","title":"Analiza możliwości akumulacji energii rozpraszanej w procesie hamowania pociągu napędzanego lokomotywą hybrydową","year":2015,"lang":"pl","type":"article","venue":"Silniki Spalinowe/Combustion Engines","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Physics; Materials science","score_opus":0.040486701246142336,"score_gpt":0.2553721518227604,"score_spread":0.21488545057661806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2576044369","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15508635,0.01493066,0.78871846,0.00683283,0.018940592,0.0027429038,0.00050223124,0.002856533,0.009389415],"genre_scores_gemma":[0.9795106,0.00036231114,0.0071190554,0.0005904232,0.0018444096,0.000104181134,0.0003767656,0.00017466977,0.009917606],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99070567,0.0005692101,0.002425531,0.0021788182,0.0023919463,0.0017288509],"domain_scores_gemma":[0.99304104,0.0002548302,0.001067101,0.0020213802,0.0021013962,0.0015142611],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0021013927,0.0014478813,0.0015288779,0.0009057077,0.0005884781,0.0008181149,0.0021189963,0.000844452,0.00029151823],"category_scores_gemma":[0.00031476642,0.0014420142,0.000597507,0.0028769267,0.00030812543,0.002079735,0.000239875,0.0008848155,0.0011702799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075135933,0.0027095876,0.064705774,0.0025975318,0.0012774748,0.0012439775,0.026725529,0.5818234,0.0013187963,0.23057714,0.055925447,0.030343989],"study_design_scores_gemma":[0.020277677,0.002411839,0.14910644,0.0027191746,0.001316508,0.0011497205,0.0052534817,0.43132806,0.004582941,0.009663223,0.36178592,0.010404998],"about_ca_topic_score_codex":0.0013330587,"about_ca_topic_score_gemma":0.00059237395,"teacher_disagreement_score":0.8244242,"about_ca_system_score_codex":0.0003761808,"about_ca_system_score_gemma":0.0012312627,"threshold_uncertainty_score":0.9998271},"labels":[],"label_agreement":null},{"id":"W2602538224","doi":"","title":"Recurrence Plot Analysis Of Moodle Platform UsersÃ¢ÂÂ Activity","year":2010,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Learning Management; Computer science; Recurrence plot; Plot (graphics); Virtual learning environment; Dynamics (music); Nonlinear system; Recurrence quantification analysis; Scheme (mathematics); System dynamics; Multimedia; World Wide Web; Human–computer interaction; Artificial intelligence; Statistics","score_opus":0.02426706013417755,"score_gpt":0.261841968521559,"score_spread":0.23757490838738143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602538224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8675428,0.00006593315,0.13113725,0.0003113876,0.00027694748,0.000026207732,0.000002255864,0.0000071847394,0.0006300406],"genre_scores_gemma":[0.99890953,0.000037772003,0.0008982957,0.000068634814,0.000025437841,3.1020625e-7,2.770948e-7,0.000003025,0.00005671358],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991406,0.00006324046,0.00036858523,0.00008170185,0.0002441456,0.00010170665],"domain_scores_gemma":[0.9988073,0.00025208265,0.00047898883,0.00026891113,0.00014337107,0.00004934708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010455973,0.00008261319,0.0002678337,0.00015776453,0.00005181568,0.000048628055,0.00070052757,0.000038477578,0.000031559397],"category_scores_gemma":[0.000019720736,0.000051464103,0.0001193517,0.00036742783,0.000056966008,0.00033279666,0.00005281037,0.00034620042,8.5312496e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005063641,0.0005131336,0.22958389,0.00011685834,0.0035625831,0.000027758435,0.07102091,0.0018719371,0.017292809,0.10138072,0.0010344485,0.5730886],"study_design_scores_gemma":[0.0004886727,0.00024766877,0.9645898,0.00009241518,0.00033925474,0.00010053577,0.0003138162,0.027974628,0.0033259427,0.0009947099,0.0013604766,0.00017208811],"about_ca_topic_score_codex":0.00026593206,"about_ca_topic_score_gemma":0.00030544205,"teacher_disagreement_score":0.7350059,"about_ca_system_score_codex":0.000007895586,"about_ca_system_score_gemma":0.000027020104,"threshold_uncertainty_score":0.20986453},"labels":[],"label_agreement":null},{"id":"W2625236009","doi":"","title":"FM-RAIL-BOK organizers' message","year":2014,"lang":"en","type":"article","venue":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science","score_opus":0.007876454964791956,"score_gpt":0.18371224036009334,"score_spread":0.1758357853953014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625236009","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05013097,0.00016458721,0.86751914,0.0025548358,0.0002973749,0.00090243435,0.00009947081,0.0008727589,0.07745842],"genre_scores_gemma":[0.9448279,0.00018004612,0.051121924,0.000112165195,0.000038198705,1.7277318e-7,0.000018801717,0.00003439099,0.0036663825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953807,0.0004309875,0.0007884358,0.0013077738,0.0012870089,0.00080511824],"domain_scores_gemma":[0.99518603,0.00071905507,0.0008196449,0.0019948066,0.00066230865,0.0006181546],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001381935,0.0005574416,0.0013380039,0.0006058055,0.00053878594,0.00004471543,0.0046823034,0.0008877985,0.0011726253],"category_scores_gemma":[0.00019298408,0.0006822543,0.0007795738,0.0019392236,0.0011406882,0.001028169,0.0012101384,0.0009245024,0.000403015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023918168,0.004157127,0.021838393,0.0012675038,0.0010492117,0.0019160596,0.002881947,0.0005209631,0.11588345,0.75201595,0.06314889,0.032928687],"study_design_scores_gemma":[0.022329606,0.003813625,0.4370179,0.0018313054,0.0013999889,0.00061614905,0.004689582,0.0063793147,0.008237864,0.013539075,0.4933926,0.0067530177],"about_ca_topic_score_codex":0.00063892954,"about_ca_topic_score_gemma":0.0009807975,"teacher_disagreement_score":0.89469695,"about_ca_system_score_codex":0.00032189867,"about_ca_system_score_gemma":0.00030075535,"threshold_uncertainty_score":0.9997404},"labels":[],"label_agreement":null},{"id":"W2888034474","doi":"10.2991/iwci-18.2018.4","title":"Imitative Modelling of Electromagnetic Safety Conditions in Smart Power Supply Systems","year":2018,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Power (physics); Smart power; Computer science; Automotive engineering; Electrical engineering; Engineering; Physics","score_opus":0.01870124378864156,"score_gpt":0.23569184247443756,"score_spread":0.216990598685796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888034474","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.097557925,0.0000624044,0.87758,0.00016352088,0.00023510192,0.00023165568,0.000016709459,0.0000574783,0.024095213],"genre_scores_gemma":[0.98734003,0.000005916821,0.0121052805,0.000039686787,0.000013704289,0.000013824496,0.000005648169,0.0000050785643,0.00047084305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99885464,0.000069936454,0.0004587391,0.00022962685,0.00019377792,0.00019330936],"domain_scores_gemma":[0.9993,0.00009239769,0.00009164716,0.00026544806,0.00020040189,0.000050114548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026822631,0.00008939203,0.00018922055,0.00013510017,0.00005579553,0.000026368814,0.00026371286,0.00004393816,0.000060466697],"category_scores_gemma":[0.0000041216986,0.00007882628,0.000043311924,0.00041344838,0.000060196377,0.00027819574,0.000013031603,0.000061587234,0.000037143956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016194384,0.00006549492,0.0031042483,0.000022186821,0.000017919543,0.0000052291193,0.0056830123,0.0068252943,0.0018265288,0.9821158,0.00022136461,0.00009669885],"study_design_scores_gemma":[0.0019906238,0.0011508617,0.23061842,0.00025146693,0.000013115272,0.00003081885,0.0018555063,0.748583,0.00217136,0.010450403,0.0022668375,0.0006175763],"about_ca_topic_score_codex":0.0005308284,"about_ca_topic_score_gemma":0.00021032227,"teacher_disagreement_score":0.97166544,"about_ca_system_score_codex":0.000026379936,"about_ca_system_score_gemma":0.000072480354,"threshold_uncertainty_score":0.3214442},"labels":[],"label_agreement":null},{"id":"W2911856232","doi":"","title":"Proceedings of the 17th international conference on Selected areas in cryptography","year":2010,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Cryptography; Computer science; Political science; Computer security","score_opus":0.011756697406240581,"score_gpt":0.22611807670789474,"score_spread":0.21436137930165416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911856232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8759262,6.825677e-7,0.0071134963,0.0016873921,0.00044720474,0.00013587321,0.000002026312,0.000050076465,0.11463706],"genre_scores_gemma":[0.9963631,7.967591e-7,0.003438816,0.00007551425,0.000011650624,0.0000054969255,3.9379947e-7,0.0000014929424,0.00010274213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99945855,0.0000033635272,0.0001508222,0.00012494052,0.00019721927,0.00006508041],"domain_scores_gemma":[0.9995885,0.00001095109,0.00006132372,0.00008960543,0.0002304765,0.000019178462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010080558,0.000045117467,0.00005723863,0.00007538134,0.000017792989,0.000032277323,0.0005151672,0.000028899605,0.00003585665],"category_scores_gemma":[0.000009569349,0.000028162694,0.00002756523,0.0004542422,0.000023194176,0.00013830216,0.000016305905,0.000110486006,0.000002687728],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002483253,0.000024855404,0.13682964,0.0000020003827,0.0000027246394,1.0692871e-7,0.00035000718,0.00000100245,0.009054923,0.8531467,0.000115054485,0.00047052457],"study_design_scores_gemma":[0.00018813234,0.000013277503,0.9887404,0.000016657714,4.5948474e-7,0.0000014482828,0.000040456955,0.0018416905,0.0042753676,0.0043591517,0.00047687488,0.000046112316],"about_ca_topic_score_codex":0.000060815884,"about_ca_topic_score_gemma":0.00026986003,"teacher_disagreement_score":0.8519107,"about_ca_system_score_codex":0.000003157052,"about_ca_system_score_gemma":0.00003345351,"threshold_uncertainty_score":0.114844136},"labels":[],"label_agreement":null},{"id":"W2911909333","doi":"","title":"Proceedings of the 13th international conference on Selected areas in cryptography","year":2006,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Cryptography; Computer security; Computer science; Political science","score_opus":0.010953471291038429,"score_gpt":0.21246167807126462,"score_spread":0.20150820678022618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911909333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7283486,0.000004098816,0.030156607,0.0019355821,0.0002262828,0.00019066119,0.0000035100059,0.000078285586,0.23905633],"genre_scores_gemma":[0.9975656,8.182388e-7,0.0021506173,0.000053841497,0.00001168062,0.000004939682,8.413557e-7,0.0000014630228,0.00021019283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999428,0.000004422397,0.00017454891,0.000122871,0.0002028318,0.00006737704],"domain_scores_gemma":[0.9996532,0.000008694916,0.00006467446,0.00006679783,0.00019597905,0.000010661715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007017066,0.00004604788,0.000059351554,0.00007871174,0.000016898184,0.000030835003,0.00038705757,0.000020964098,0.000018169843],"category_scores_gemma":[0.000002850671,0.000029490922,0.00002834618,0.0005503389,0.000017216302,0.0001255671,0.0000123626705,0.000046883335,0.000002023341],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024292456,0.000029773862,0.1715513,0.000002276486,0.0000019488873,1.5290469e-7,0.00012550857,0.000015544245,0.0012516718,0.8266078,0.00024517375,0.00016637403],"study_design_scores_gemma":[0.00019172902,0.000011922893,0.98822916,0.000025003754,4.4408017e-7,9.3629274e-7,0.000028791697,0.0021145286,0.0018902465,0.0070604095,0.00040392936,0.000042883472],"about_ca_topic_score_codex":0.00026731112,"about_ca_topic_score_gemma":0.00021257704,"teacher_disagreement_score":0.8195474,"about_ca_system_score_codex":0.000008439546,"about_ca_system_score_gemma":0.000026875648,"threshold_uncertainty_score":0.12026049},"labels":[],"label_agreement":null},{"id":"W2914648029","doi":"","title":"Proceedings of the 11th international conference on Applied Cryptography and Network Security","year":2013,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Cryptography; Computer security; Computer science; Internet privacy; Political science","score_opus":0.01020390209385994,"score_gpt":0.2023111845159097,"score_spread":0.19210728242204977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914648029","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4227587,0.000014368507,0.053797666,0.003494144,0.00049316336,0.0006137242,0.0000028074585,0.00011276826,0.51871264],"genre_scores_gemma":[0.9958747,0.000005434488,0.0038355775,0.0001965807,0.000024853793,0.000013545157,2.2703253e-7,0.0000014149746,0.000047645983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995092,0.0000027209846,0.0001276678,0.00012871232,0.00016131326,0.00007034975],"domain_scores_gemma":[0.9997134,0.000011216926,0.00006563699,0.00007671606,0.00010608429,0.000026896832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080612364,0.00004889834,0.00006603625,0.0000200277,0.000039097195,0.0000647141,0.00031109946,0.000021664504,0.000039463026],"category_scores_gemma":[9.744743e-7,0.000029441178,0.000024345085,0.00014299784,0.0000333294,0.00013738962,0.000033216304,0.000046347417,0.0000041708486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011587889,0.000008531683,0.012876394,0.000004487809,0.000005805135,1.4789477e-8,0.0004458574,0.000004107651,0.00020851962,0.9848234,0.00072781014,0.00089388515],"study_design_scores_gemma":[0.00036647878,0.000032555265,0.8053803,0.000043039574,0.0000026005919,0.0000018184575,0.0002784333,0.007893126,0.00060441677,0.1831621,0.0020977089,0.0001374297],"about_ca_topic_score_codex":0.000034943783,"about_ca_topic_score_gemma":0.0000075377266,"teacher_disagreement_score":0.8016613,"about_ca_system_score_codex":0.0000023226905,"about_ca_system_score_gemma":0.000008368593,"threshold_uncertainty_score":0.12005764},"labels":[],"label_agreement":null},{"id":"W2921380303","doi":"","title":"Specyfika realizacji obiektów kolejowych wykonanych pod czynnym ruchem","year":2013,"lang":"pl","type":"article","venue":"Mosty","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomembrane Technologies (Canada)","funders":"","keywords":"Physics","score_opus":0.01065364978302003,"score_gpt":0.2006186622277119,"score_spread":0.18996501244469188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921380303","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24738929,0.0056174486,0.30313182,0.031269997,0.0164582,0.0050699674,0.0004910918,0.0018041676,0.38876802],"genre_scores_gemma":[0.9570026,0.0001811546,0.006262925,0.0013685873,0.00059087103,0.000060867795,0.000056341836,0.000057609264,0.034419045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9956294,0.00018283195,0.0011404558,0.0011583827,0.0009287664,0.00096019445],"domain_scores_gemma":[0.99688697,0.00010742028,0.00038560704,0.001635474,0.00046046608,0.0005240349],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055616134,0.0005341559,0.0006600728,0.0001549311,0.0003927892,0.00062737276,0.0013724271,0.00036277276,0.0018978764],"category_scores_gemma":[0.000028847948,0.0004950048,0.0003057447,0.0009431729,0.0001358663,0.0010362485,0.00016101336,0.00043049268,0.005556498],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007310879,0.0013114845,0.07896919,0.0007766735,0.0005264373,0.0006176912,0.02826813,0.00027518475,0.005240301,0.3432612,0.25197977,0.28870082],"study_design_scores_gemma":[0.0014609852,0.00020107855,0.72215635,0.0002684015,0.000046647056,0.00009446789,0.00038884484,0.006162145,0.0010112647,0.0038143343,0.26320234,0.0011931031],"about_ca_topic_score_codex":0.004469018,"about_ca_topic_score_gemma":0.00032191828,"teacher_disagreement_score":0.7096133,"about_ca_system_score_codex":0.0001578943,"about_ca_system_score_gemma":0.000309917,"threshold_uncertainty_score":0.99975014},"labels":[],"label_agreement":null},{"id":"W2947275479","doi":"10.35117/a_eng_19_03_04","title":"Development of logistic services in rail transport","year":2019,"lang":"en","type":"article","venue":"Transportation Overview - Przeglad Komunikacyjny","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Teck (Canada)","funders":"","keywords":"Maintainability; Certification; Quality (philosophy); Engineering; Line (geometry); Transport engineering; Operations management; Reliability engineering","score_opus":0.03366320972689088,"score_gpt":0.2692947418859017,"score_spread":0.2356315321590108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947275479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91806775,0.0009976539,0.075558394,0.00021272982,0.0004976106,0.0009942683,0.00005096326,0.00020674562,0.0034138616],"genre_scores_gemma":[0.96188325,0.00013932944,0.037313476,0.00015553627,0.000011687037,0.000036463312,0.00019489859,0.000023727376,0.00024161612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9967225,0.00006784749,0.0015612004,0.0005862869,0.00067941146,0.00038273312],"domain_scores_gemma":[0.9985141,0.00006732768,0.0004183582,0.0007172377,0.0001640542,0.00011890864],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00063269085,0.0003139123,0.00064141053,0.0002908237,0.000057274836,0.000024766778,0.0009447063,0.00014315343,0.00021739297],"category_scores_gemma":[0.0000017025047,0.00030842907,0.00016318384,0.000958532,0.00003543793,0.00089397863,0.000007940282,0.00018973436,0.00013765859],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001684832,0.0009025192,0.42754203,0.0057411646,0.00017732366,0.00008981135,0.07562333,0.0074454695,0.0060470975,0.44351888,0.000015646972,0.03272826],"study_design_scores_gemma":[0.0017215905,0.000046830595,0.9753985,0.00047958532,0.00001723481,0.000002082382,0.00053695455,0.0011913355,0.0007202167,0.0006184022,0.01885153,0.0004157661],"about_ca_topic_score_codex":0.0005431277,"about_ca_topic_score_gemma":0.005941065,"teacher_disagreement_score":0.54785645,"about_ca_system_score_codex":0.00005482319,"about_ca_system_score_gemma":0.00027630266,"threshold_uncertainty_score":0.99993676},"labels":[],"label_agreement":null},{"id":"W2960841742","doi":"10.18280/ejee.210108","title":"Simulation of the Electromagnetic Field in the Vicinity of the Overhead Power Transmission Line","year":2019,"lang":"en","type":"article","venue":"European Journal of Electrical Engineering","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overhead (engineering); Electromagnetic field; Power (physics); Electric power transmission; Field (mathematics); Transmission line; Line (geometry); Transmission (telecommunications); Overhead line; Electrical engineering; Power transmission; Physics; Telecommunications; Acoustics; Computer science; Engineering; Geometry; Mathematics","score_opus":0.005861713927592163,"score_gpt":0.19731991700288348,"score_spread":0.19145820307529132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960841742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66723895,0.00022906184,0.33104482,0.00060086616,0.00016702127,0.00011650415,2.1135321e-7,0.0000049429123,0.0005975771],"genre_scores_gemma":[0.9994008,0.000005773787,0.00048241133,0.00006888608,0.000020660036,9.751301e-8,3.038741e-8,0.000004761799,0.000016600265],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9989132,0.00018773101,0.00044238538,0.000060642054,0.00029687505,0.0000991414],"domain_scores_gemma":[0.99922097,0.00030727359,0.00018837546,0.00019953908,0.00006384324,0.000019978535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007100878,0.000061479164,0.00012597247,0.00005377258,0.000017572625,0.000009771637,0.00060563185,0.00001599765,0.000005639968],"category_scores_gemma":[0.00008161516,0.000029066106,0.00011620463,0.0005358286,0.0000053722306,0.000081473314,0.000011684452,0.00029657478,5.681853e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038776612,0.000075711985,0.0019761003,0.000033525877,0.000016278844,0.0000076199235,0.0019560377,0.91661596,0.06932834,0.0030136642,0.000018711657,0.006919274],"study_design_scores_gemma":[0.0008851179,0.0009883116,0.55346346,0.0002520645,0.000013699941,0.000030442847,0.000014547336,0.43389374,0.0088261925,0.00007336988,0.0014519023,0.00010712868],"about_ca_topic_score_codex":0.0000022239021,"about_ca_topic_score_gemma":3.395783e-7,"teacher_disagreement_score":0.5514874,"about_ca_system_score_codex":0.000010901921,"about_ca_system_score_gemma":0.000030132622,"threshold_uncertainty_score":0.12884864},"labels":[],"label_agreement":null},{"id":"W2989547348","doi":"","title":"An assessment of electric STOL aircraft","year":2019,"lang":"en","type":"dissertation","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institute for Theoretical Astrophysics","keywords":"Aeronautics; Aerospace engineering; Engineering; Environmental science","score_opus":0.009611694186702614,"score_gpt":0.29268876608928057,"score_spread":0.28307707190257797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989547348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62165874,0.0028771982,0.33541295,0.0020890594,0.008851546,0.0035127534,0.00036881535,0.002156235,0.023072692],"genre_scores_gemma":[0.94549716,0.0001321749,0.05255188,0.000026434,0.000034225643,0.00008164756,0.0003114935,0.000049150876,0.0013158337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9962515,0.000056666802,0.0012378785,0.0010222596,0.00091956585,0.0005121092],"domain_scores_gemma":[0.9953904,0.000029637611,0.0015239302,0.0023147168,0.00063036603,0.00011096021],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038476367,0.0005641772,0.0012473539,0.002084754,0.00012145753,0.000047491343,0.0027678648,0.0012951711,0.000017552082],"category_scores_gemma":[0.000040674073,0.00056203484,0.00030933306,0.002190348,0.00012548646,0.0008635313,0.000060747494,0.0008379971,0.000018356446],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007934863,0.0012759351,0.036301997,0.0023728854,0.0010675587,0.00011621379,0.0017984654,0.0016849709,0.08882943,0.755037,0.0011008092,0.11033539],"study_design_scores_gemma":[0.009587914,0.0058386787,0.4916349,0.004705927,0.0011991514,0.00013015844,0.0025361083,0.032259256,0.16410822,0.011455793,0.26910582,0.0074380552],"about_ca_topic_score_codex":0.00011396192,"about_ca_topic_score_gemma":0.000303984,"teacher_disagreement_score":0.74358124,"about_ca_system_score_codex":0.0001482602,"about_ca_system_score_gemma":0.0011543316,"threshold_uncertainty_score":0.99968314},"labels":[],"label_agreement":null},{"id":"W3171752409","doi":"10.5604/01.3001.0014.9004","title":"Automatic train operation in the CBTC system","year":2020,"lang":"en","type":"article","venue":"WUT Journal of Transportation Engineering","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Automation; Transport engineering; Urban agglomeration; Control (management); Population; Computer science; Automatic control; Range (aeronautics); Engineering; Operations research; Control engineering","score_opus":0.012792945106951708,"score_gpt":0.19768220222853466,"score_spread":0.18488925712158297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171752409","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18959609,0.00011002023,0.8085559,0.001333393,0.00019898004,0.00011507961,0.0000032723872,0.000051200757,0.000036059006],"genre_scores_gemma":[0.9875778,0.000004824364,0.012195043,0.00012819086,0.00007876454,0.000004395017,0.000003459736,0.0000066303523,8.799025e-7],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987352,0.000039100672,0.0006833971,0.000094848445,0.00034035096,0.0001071398],"domain_scores_gemma":[0.99956125,0.000050194656,0.00016707616,0.0000939051,0.00006276852,0.00006482352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049964595,0.00009157995,0.00017968827,0.0000969567,0.000029178665,0.000060746497,0.0003957201,0.000034244607,0.0000043655978],"category_scores_gemma":[0.000009040966,0.00006769017,0.000085634965,0.00037123248,0.000004234386,0.00055125746,7.6287193e-7,0.00016333244,0.000003138362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011976442,0.00003837356,0.0014945213,0.00044495633,0.000042156007,0.00032290755,0.06625257,0.8356336,0.0033248232,0.08544695,0.00007559063,0.006911578],"study_design_scores_gemma":[0.0011447988,0.00012994156,0.21351954,0.00023971012,0.000023691307,0.00007574354,0.0023379095,0.78063786,0.00031670817,0.000017204846,0.0013610298,0.0001958466],"about_ca_topic_score_codex":0.0000049647383,"about_ca_topic_score_gemma":0.000009825083,"teacher_disagreement_score":0.79798174,"about_ca_system_score_codex":0.000024412418,"about_ca_system_score_gemma":0.000047101417,"threshold_uncertainty_score":0.2760325},"labels":[],"label_agreement":null},{"id":"W4239126870","doi":"10.31224/osf.io/ehrdj","title":"Original Title: On value and using of TAWS/FMS alert data in examination of air accidents, the case of Warsaw-Smolensk flight on 10 April 2010. Polish Title: O wartosci i wykorzystaniu danych TAWS/FMS do badania wypadkow lotniczych, sprawa lotu Warszawa-Smolensk, 10 kwietnia 2010 roku","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Civil Aviation Organization","funders":"","keywords":"Crew; Cockpit; Aeronautics; Flight management system; Service (business); Computer science; Flight simulator; Operations research; Simulation; Engineering","score_opus":0.03763943984633029,"score_gpt":0.28929592676792765,"score_spread":0.25165648692159737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239126870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76369476,0.0019694348,0.11489258,0.0008769663,0.011985163,0.004471622,0.0024697622,0.00029946872,0.09934024],"genre_scores_gemma":[0.9872009,0.00013175959,0.0033369556,0.000067935944,0.00011480618,0.00000717087,0.00013243366,0.000045520042,0.008962496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968482,0.00021398868,0.0009789033,0.00089495134,0.0007666278,0.00029732924],"domain_scores_gemma":[0.9962322,0.00024836545,0.0007279182,0.002382617,0.00031867705,0.000090234804],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012864897,0.00038361328,0.00065109273,0.00035475224,0.00006129748,0.00007138135,0.0014246464,0.0003913388,0.00077331666],"category_scores_gemma":[0.00006348163,0.00029696024,0.0001136572,0.0003808711,0.00012705594,0.00031701964,0.000517159,0.00050534355,0.00015767063],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008529624,0.0036301427,0.017956134,0.007825555,0.0016611089,0.0012546203,0.012488114,0.018247858,0.010121258,0.46754855,0.37776846,0.080645256],"study_design_scores_gemma":[0.013482947,0.0025931913,0.38955355,0.015047942,0.0011861417,0.001508353,0.002438832,0.29069868,0.028877085,0.0118250875,0.23435661,0.008431598],"about_ca_topic_score_codex":0.0031814524,"about_ca_topic_score_gemma":0.0005425848,"teacher_disagreement_score":0.45572346,"about_ca_system_score_codex":0.00009686905,"about_ca_system_score_gemma":0.0003599606,"threshold_uncertainty_score":0.99994826},"labels":[],"label_agreement":null},{"id":"W4239696633","doi":"10.1016/s0965-2590(04)00012-x","title":"Sweden places tachograph order","year":2004,"lang":"en","type":"article","venue":"Card Technology Today","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Truck; Order (exchange); Quarter (Canadian coin); Engineering; Transport engineering; Computer security; Computer science; Business; Geography; Finance; Automotive engineering; Archaeology","score_opus":0.007792070813842885,"score_gpt":0.22753089622192302,"score_spread":0.21973882540808012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239696633","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15244,0.00081703335,0.8204537,0.013158936,0.0008965302,0.0002722646,0.000006487346,0.0021874404,0.009767604],"genre_scores_gemma":[0.9729665,0.000019850984,0.026558477,0.00016945902,0.00002303258,0.000031982207,0.000002154853,0.000007339675,0.00022121635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990767,0.000011832905,0.0001990276,0.00032939928,0.00014615136,0.00023685391],"domain_scores_gemma":[0.99921066,0.000013134745,0.00005966536,0.00057025516,0.00010071955,0.00004557541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011818072,0.00011354331,0.00016910594,0.0002872701,0.000107800464,0.000033467975,0.0007176094,0.0002062899,0.0000067755154],"category_scores_gemma":[0.000014970937,0.000099648365,0.00005941957,0.0011304779,0.00010200523,0.00019141805,0.000052137508,0.00016314522,0.00010287449],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023931989,0.00003156393,0.014363162,0.000008847421,0.000040081806,0.00007113867,0.00048824016,0.00032549413,0.0011661946,0.9688123,0.0003670942,0.01432353],"study_design_scores_gemma":[0.006274742,0.00057640055,0.13723685,0.00020933028,0.000059028862,0.00053117954,0.0014866026,0.0002485646,0.033732694,0.33805373,0.4796133,0.0019775687],"about_ca_topic_score_codex":0.000028540295,"about_ca_topic_score_gemma":0.000050874245,"teacher_disagreement_score":0.8205265,"about_ca_system_score_codex":0.000024389445,"about_ca_system_score_gemma":0.000068582376,"threshold_uncertainty_score":0.40635425},"labels":[],"label_agreement":null},{"id":"W4285612841","doi":"10.52209/1609-1825_2022_2_211","title":"Determination ot Additional Resistance to Train Movement from Profile Elements of Railway Sidings of Industrial Facilities","year":2022,"lang":"en","type":"article","venue":"Trudy Universiteta","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ArcelorMittal (Canada)","funders":"","keywords":"Resistance (ecology); Movement (music); Wear resistance; Engineering; Forensic engineering; Materials science; Metallurgy; Physics; Acoustics","score_opus":0.02417986409799304,"score_gpt":0.20702310729829979,"score_spread":0.18284324320030676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285612841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9096089,0.000022403567,0.05725816,0.00063238543,0.00042729184,0.00087321835,0.02376344,0.00007160272,0.0073425705],"genre_scores_gemma":[0.9864489,4.3772084e-7,0.009721271,0.00004291612,0.00001343216,0.0000114923405,0.00032644116,0.000003211802,0.0034318941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886405,0.00007379949,0.00028680777,0.00020427589,0.00047168756,0.00009938505],"domain_scores_gemma":[0.99942094,0.000079249716,0.00019298532,0.00018511637,0.000080457256,0.000041253024],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016974717,0.00007056803,0.00014173365,0.00014084138,0.000107275504,0.0000084493395,0.00038896664,0.000021553216,0.002244362],"category_scores_gemma":[0.00000952746,0.00008238015,0.000054398923,0.00030614593,0.000020397241,0.0002289545,0.0000746481,0.00005958514,0.0000029592907],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002095445,0.0016276818,0.022059336,0.00027920294,0.00067679444,0.00013564312,0.16450427,0.0030314992,0.07093712,0.5434222,0.1039247,0.087306105],"study_design_scores_gemma":[0.018135373,0.002299053,0.19059534,0.00043240396,0.00013064385,0.000002749409,0.0640203,0.0069865948,0.04044017,0.013695843,0.6614211,0.001840406],"about_ca_topic_score_codex":0.00012560286,"about_ca_topic_score_gemma":0.000078654615,"teacher_disagreement_score":0.5574964,"about_ca_system_score_codex":0.000093680974,"about_ca_system_score_gemma":0.00008782305,"threshold_uncertainty_score":0.9986677},"labels":[],"label_agreement":null},{"id":"W4379389859","doi":"10.46299/isg.2023.1.22","title":"Proceedings of the XXII International Scientific and Practical Conference","year":2023,"lang":"en","type":"paratext","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Stanford Institute for Economic Policy Research; Stanford Bio-X; Universidad Nacional Agraria La Molina; Taras Shevchenko National University of Kyiv; Lviv Polytechnic National University; Horizon 2020 Framework Programme; University of Alberta; Ukrainian Research Institute, Harvard University","keywords":"Computer science; Library science; Data science","score_opus":0.04985160259661933,"score_gpt":0.3040468548053532,"score_spread":0.25419525220873385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379389859","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043806755,0.000050760285,0.06325031,0.012251088,0.017667018,0.00057159655,0.00011612703,0.000115835,0.9015966],"genre_scores_gemma":[0.2853713,0.00004018868,0.0045305244,0.00008520034,0.000107609434,0.000019302024,0.0000152095,0.000010757975,0.7098199],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877,0.000008085525,0.00027986142,0.00035604267,0.00048174517,0.00010425481],"domain_scores_gemma":[0.9990891,0.00005117208,0.00021301929,0.00016251788,0.00044429544,0.000039882143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031272526,0.00009818372,0.00014886912,0.000085370666,0.00009655033,0.00042778993,0.000576926,0.000091641035,0.0001997875],"category_scores_gemma":[0.000025142192,0.00006168823,0.000050077204,0.00030250923,0.00014715202,0.0003050849,0.00017268368,0.00015434388,0.00041851788],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023129485,0.000017600716,0.00018444826,0.00008339973,0.000027565067,9.2543917e-7,0.00064696366,0.0000020584664,0.00042542498,0.55575776,0.44235617,0.0004953696],"study_design_scores_gemma":[0.00036662573,0.000032803076,0.023300434,0.00039095935,0.000015800573,0.000048217447,0.00029852692,0.0042773136,0.0011105606,0.0025362992,0.9672656,0.0003568366],"about_ca_topic_score_codex":0.000027205677,"about_ca_topic_score_gemma":0.000019826857,"teacher_disagreement_score":0.55322146,"about_ca_system_score_codex":0.0000109260845,"about_ca_system_score_gemma":0.0002282271,"threshold_uncertainty_score":0.537934},"labels":[],"label_agreement":null},{"id":"W4390895281","doi":"","title":"IEML Grammar (only the dictionary)","year":2015,"lang":"fr","type":"preprint","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Grammar; Computer science; Natural language processing; Linguistics; Artificial intelligence; Philosophy","score_opus":0.056402640703012874,"score_gpt":0.26176916856069626,"score_spread":0.2053665278576834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390895281","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009279466,0.0012775578,0.7980861,0.033367217,0.0089711305,0.0005867727,0.00004514685,0.00026939917,0.1564687],"genre_scores_gemma":[0.62917554,0.00033072743,0.026291396,0.0019147184,0.0017195609,0.0001236925,0.000117584816,0.00004853094,0.34027827],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970092,0.00027870637,0.00074743846,0.00076883635,0.00080163707,0.00039417317],"domain_scores_gemma":[0.9972665,0.00013189709,0.00028320815,0.0014344653,0.0006075964,0.00027638845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013377729,0.00035702152,0.0003650468,0.000060155995,0.00031469797,0.0003716863,0.0016997854,0.00032511356,0.00042555138],"category_scores_gemma":[0.000019470019,0.00023232221,0.0002927411,0.0003464123,0.00017810722,0.00035218894,0.00035781245,0.00065146317,0.001311956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057909997,0.0000550789,0.0032298658,0.000034801942,0.000066541,0.00002306603,0.0023385293,0.0026297031,0.000001990419,0.93049735,0.037919898,0.02319738],"study_design_scores_gemma":[0.00023392694,0.000037624235,0.10463828,0.00006702937,0.00002697593,0.00007798953,0.0001594094,0.014243817,0.0000029214023,0.033347655,0.84684676,0.0003175939],"about_ca_topic_score_codex":0.0040947185,"about_ca_topic_score_gemma":0.0014503896,"teacher_disagreement_score":0.8971497,"about_ca_system_score_codex":0.00010963256,"about_ca_system_score_gemma":0.0011079236,"threshold_uncertainty_score":0.99946564},"labels":[],"label_agreement":null},{"id":"W4394578728","doi":"10.46299/isg.2024.1.14","title":"Proceedings of the XIV International Scientific and Practical Conference","year":2024,"lang":"en","type":"paratext","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Academy of Sciences of Ukraine; York University; Baki Dövlət Universiteti; Lviv Polytechnic National University; Georgia Institute of Technology","keywords":"Computer science; Library science; Engineering ethics; Engineering","score_opus":0.03539029138570762,"score_gpt":0.29659303714515756,"score_spread":0.2612027457594499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394578728","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026887197,0.00024589917,0.049249556,0.019995188,0.017078193,0.00042872244,0.00008603282,0.00006699084,0.9101607],"genre_scores_gemma":[0.3310367,0.000028660967,0.0040434017,0.000074842,0.00009727537,0.0000117365835,0.0000067427673,0.0000068232744,0.66469383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988302,0.0000062749123,0.00026556646,0.00038179854,0.000426747,0.00008942061],"domain_scores_gemma":[0.99928844,0.000029597797,0.00013638087,0.00014609679,0.0003623411,0.000037157828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002599058,0.00010160273,0.00013708037,0.00008194833,0.00006188358,0.0006803996,0.0004999557,0.00008892968,0.00031875318],"category_scores_gemma":[0.000012243055,0.00006024517,0.000054806802,0.00023926537,0.00013885184,0.0003035479,0.00016434719,0.0001943712,0.00044495685],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001300116,0.000011715154,0.000040276555,0.000117371885,0.000024068213,8.599585e-7,0.0005041713,6.565016e-7,0.000412871,0.6714796,0.32718158,0.00022555422],"study_design_scores_gemma":[0.000094776246,0.000008306423,0.0011285602,0.00028807262,0.000011868226,0.00004410549,0.000086131695,0.0021482045,0.0007182565,0.001950979,0.9933727,0.00014804413],"about_ca_topic_score_codex":0.0000097696275,"about_ca_topic_score_gemma":0.000014227968,"teacher_disagreement_score":0.6695286,"about_ca_system_score_codex":0.000012484685,"about_ca_system_score_gemma":0.0002574603,"threshold_uncertainty_score":0.6561109},"labels":[],"label_agreement":null},{"id":"W4400510191","doi":"10.7409/rabdim.024.003","title":"Concept of unification of mutually incompatible information models and data stored in relational databases of road administrations","year":2024,"lang":"en","type":"article","venue":"Roads and Bridges - Drogi i Mosty","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Janeway Children's Health and Rehabilitation Centre","funders":"Vysoké Učení Technické v Brně","keywords":"Physics; Political science","score_opus":0.07132845942167913,"score_gpt":0.3062278877661274,"score_spread":0.23489942834444827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400510191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50635946,0.0009674659,0.49020684,0.0003962041,0.00008964345,0.00024650455,0.0013072958,0.000030082143,0.00039654973],"genre_scores_gemma":[0.99124557,0.00010180493,0.00789916,0.000007266333,0.000007878281,0.0000036958024,0.00071711803,0.000002294847,0.000015202412],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99896973,0.000035926678,0.0005508084,0.00017592707,0.00020517394,0.00006242644],"domain_scores_gemma":[0.9992699,0.00008395163,0.00017727027,0.00033369713,0.000104490166,0.00003071495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033911536,0.000069571084,0.00016289443,0.00012762,0.000028067327,0.000028023826,0.00018380908,0.000033903783,0.0000025680895],"category_scores_gemma":[0.000020266418,0.00006369061,0.000015667383,0.000287488,0.00007352027,0.002096861,0.00006468875,0.00005138431,2.800645e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025503883,0.00009709458,0.013474166,0.0004261391,0.000039918275,0.0000015878302,0.0074052,0.00816102,0.00077405194,0.91328335,0.00024479727,0.056067154],"study_design_scores_gemma":[0.00030931193,0.00006623771,0.37459886,0.000171922,0.000011813602,0.000005099026,0.0003196322,0.6223765,0.0006176867,0.00052325014,0.0009102532,0.00008940938],"about_ca_topic_score_codex":0.00062854245,"about_ca_topic_score_gemma":0.00016181813,"teacher_disagreement_score":0.91276014,"about_ca_system_score_codex":0.000008288005,"about_ca_system_score_gemma":0.00017067221,"threshold_uncertainty_score":0.25972277},"labels":[],"label_agreement":null},{"id":"W4402452671","doi":"10.11159/eee24.117","title":"Selected Topics of Parameterization of Circuit Models of 25 Kv 50 Hz Traction Supply Networks with Converter Substations","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Electrical Engineering and Computer Systems and Science","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Univerzita Pardubice","keywords":"Traction (geology); Electrical engineering; Computer science; Traction substation; Engineering; Electronic engineering; Voltage; Mechanical engineering; Transformer","score_opus":0.008740911644381085,"score_gpt":0.19176927794330356,"score_spread":0.18302836629892247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402452671","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29795626,0.00047533945,0.7004389,0.000071208335,0.0006262126,0.00028422655,0.0000042226043,0.000052324416,0.00009129855],"genre_scores_gemma":[0.9987668,0.000026101861,0.0011120895,0.000004318654,0.000025044223,0.000007797061,3.3477568e-7,0.0000048955667,0.000052659332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989259,0.000006677501,0.0003667766,0.00024263894,0.0003178724,0.00014013481],"domain_scores_gemma":[0.99924505,0.000082650426,0.00017636397,0.0000944385,0.00035353607,0.00004797665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024797648,0.00010240913,0.00024496042,0.00025255542,0.00004861775,0.000086140804,0.000279762,0.000032348704,1.5180323e-7],"category_scores_gemma":[0.0000068473882,0.00007023736,0.000030234196,0.0015647317,0.000096128315,0.00038616938,0.00002259867,0.00010222424,1.7472548e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001862545,0.000053018368,0.003091344,0.00088631606,0.00006111427,5.296019e-7,0.0010480274,0.10860054,0.01830326,0.859384,0.000030656727,0.008522562],"study_design_scores_gemma":[0.00012808363,0.00013948315,0.012243315,0.0005227165,0.000012012564,0.00001222137,0.0000072228695,0.98393834,0.0027829518,0.00009707758,0.00003945814,0.00007710803],"about_ca_topic_score_codex":0.000033616005,"about_ca_topic_score_gemma":0.0000016722832,"teacher_disagreement_score":0.8753378,"about_ca_system_score_codex":0.000014051073,"about_ca_system_score_gemma":0.000050548777,"threshold_uncertainty_score":0.28641963},"labels":[],"label_agreement":null},{"id":"W4403747898","doi":"10.5592/co/cetra.2024.1510","title":"The possibility of using machine learning for network-wide predictive maintenance on urban railway tracks – URITMIS project case study","year":2024,"lang":"en","type":"article","venue":"Road and rail infrastructure","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Orthopaedic Innovation Centre","funders":"","keywords":"Computer science; Predictive maintenance; Artificial intelligence; Engineering; Reliability engineering","score_opus":0.013892800165043856,"score_gpt":0.2714489909958396,"score_spread":0.25755619083079573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403747898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84887546,0.0014050304,0.14731637,0.00011763261,0.0008276439,0.0011986486,0.00005533367,0.00011568814,0.00008818545],"genre_scores_gemma":[0.99780816,0.0000148612025,0.001770328,0.000028419578,0.00016962417,0.000022916149,0.000003679607,0.0000121120065,0.00016989376],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986354,0.00013553398,0.00037090704,0.0004235914,0.00019175244,0.00024279389],"domain_scores_gemma":[0.9991277,0.000293912,0.00012132477,0.00027314178,0.00013273658,0.000051188774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067891146,0.00017187145,0.0002287614,0.000048785143,0.00044876366,0.00015909965,0.00020273916,0.00007229323,0.0000017841965],"category_scores_gemma":[0.00006122417,0.00010000555,0.00011008744,0.00029778678,0.000073478215,0.00019782329,0.000036002406,0.00028696744,1.4084905e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092311186,0.00025923018,0.44660833,0.0010190046,0.0011124065,0.001324612,0.16775219,0.0887453,0.0003247795,0.012850197,0.004363332,0.2747175],"study_design_scores_gemma":[0.0016815519,0.0011829056,0.24623327,0.00034697558,0.00010119159,0.0005715336,0.0057147136,0.7290347,0.000047390065,0.0023284499,0.012330345,0.00042697694],"about_ca_topic_score_codex":0.00039166515,"about_ca_topic_score_gemma":0.00027406824,"teacher_disagreement_score":0.64028937,"about_ca_system_score_codex":0.00003127625,"about_ca_system_score_gemma":0.000113189155,"threshold_uncertainty_score":0.40781078},"labels":[],"label_agreement":null},{"id":"W4404674147","doi":"10.46299/isg.2024.2.13","title":"Proceedings of the XIII International Scientific and Practical Conference","year":2024,"lang":"en","type":"paratext","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Education and Science of Ukraine; Lviv Polytechnic National University; National Research Foundation; University of Toronto; National Research Foundation of Ukraine","keywords":"Computer science; Library science; Engineering ethics; Engineering","score_opus":0.033594164695284166,"score_gpt":0.2956141007104197,"score_spread":0.26201993601513557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404674147","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026032047,0.00021979188,0.04052487,0.010632904,0.014531492,0.00036652255,0.00007965145,0.00005678123,0.9309848],"genre_scores_gemma":[0.46057543,0.000031344065,0.0042319545,0.00008117077,0.0001027344,0.0000126089535,0.000007860369,0.000007279062,0.5349496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880266,0.000006359062,0.00027212247,0.0003861277,0.00044112757,0.000091630376],"domain_scores_gemma":[0.9992784,0.00002960758,0.00013971629,0.000148608,0.00036563538,0.000038008235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025917715,0.0001039249,0.00014110668,0.00008465622,0.00006529893,0.00068224675,0.0005075562,0.00009096007,0.00028931667],"category_scores_gemma":[0.00001217883,0.0000617037,0.00005617905,0.00024344191,0.00014230821,0.00030860715,0.00017302464,0.00019886828,0.00034612435],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014865511,0.000012901692,0.000044950248,0.00012575372,0.000026478938,9.3041564e-7,0.0005764766,6.909709e-7,0.00056351186,0.7167494,0.28146768,0.0004297177],"study_design_scores_gemma":[0.00011932296,0.000015807102,0.0014624572,0.00034330043,0.000014309429,0.000054070624,0.00010810011,0.0023203641,0.0011759885,0.002316998,0.9918933,0.00017601246],"about_ca_topic_score_codex":0.000016619597,"about_ca_topic_score_gemma":0.000008940617,"teacher_disagreement_score":0.7144324,"about_ca_system_score_codex":0.000013100056,"about_ca_system_score_gemma":0.00026037853,"threshold_uncertainty_score":0.6578921},"labels":[],"label_agreement":null},{"id":"W4410962859","doi":"10.24144/2307-3322.2025.88.3.42","title":"Passenger information unit as the unit of the API/PNR system operation","year":2025,"lang":"en","type":"article","venue":"Uzhhorod National University Herald Series Law","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Computer science; Database; Mathematics","score_opus":0.007992406853722902,"score_gpt":0.19593353155037302,"score_spread":0.1879411246966501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410962859","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09037011,0.00012509887,0.20308253,0.07996303,0.0026162828,0.0021339415,0.0002518544,0.0005697946,0.62088734],"genre_scores_gemma":[0.9958356,0.0000070465735,0.00047222097,0.00086990406,0.000017515207,0.0000015997083,0.000022931179,0.0000019170782,0.0027712355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898577,0.00014698166,0.00022744165,0.00011716885,0.00042818216,0.00009446753],"domain_scores_gemma":[0.9988746,0.00008357734,0.00013350305,0.0002797854,0.00060474704,0.000023780449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029808533,0.00008824007,0.00010167956,0.00008571422,0.0005905641,0.00008403891,0.0006706734,0.00006364997,0.000015804593],"category_scores_gemma":[0.0000142361405,0.00006308516,0.00006883102,0.00066554366,0.00008883811,0.0018089131,0.00008318921,0.00010332165,0.000018172708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017254704,0.000008715562,0.00031093272,0.000030977033,0.000027440961,5.8559675e-7,0.00087242987,0.0019681645,0.000056221208,0.99623954,0.00032396385,0.00014374401],"study_design_scores_gemma":[0.00087719614,0.00004044085,0.0490385,0.00010416103,0.000026971693,0.000013308243,0.0037803876,0.005811428,0.0010701725,0.004341762,0.93469316,0.00020253037],"about_ca_topic_score_codex":0.0006258642,"about_ca_topic_score_gemma":0.00084228645,"teacher_disagreement_score":0.9918978,"about_ca_system_score_codex":0.000097392935,"about_ca_system_score_gemma":0.0003037497,"threshold_uncertainty_score":0.45422015},"labels":[],"label_agreement":null},{"id":"W4413060070","doi":"10.1007/978-981-96-6465-8_13","title":"Compatibility Assessment of 5G Macro Stations with GSM-R Systems in High-Speed Railway","year":2025,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; École de Technologie Supérieure","funders":"","keywords":"Compatibility (geochemistry); Macro; GSM; Computer science; Reliability engineering; Telecommunications; Engineering; Chemical engineering","score_opus":0.027371938744460672,"score_gpt":0.29914979954520127,"score_spread":0.2717778608007406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413060070","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00075258454,0.00022934539,0.83766526,0.0005402938,0.0003657135,0.0011263298,0.000118335825,0.00007509533,0.15912701],"genre_scores_gemma":[0.88651097,0.00045676794,0.112053566,0.00015610237,0.000009033812,0.00003859943,0.00012717399,0.0000060342322,0.0006417694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973431,0.00008069777,0.0013992811,0.00033658626,0.0006336206,0.00020670026],"domain_scores_gemma":[0.9959873,0.0003572613,0.0006475547,0.0021559172,0.0007731479,0.000078847304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016102287,0.00022763682,0.00047798938,0.0012932401,0.00024983077,0.00033114443,0.0023153655,0.00010911083,0.000003610829],"category_scores_gemma":[0.000014724817,0.00020688373,0.000039050465,0.0009275483,0.00063499034,0.0039248397,0.00043453608,0.00038437243,0.000003571828],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002972523,0.00003351551,0.002553726,0.00012820757,0.000008186546,4.121751e-7,0.0015600427,0.0073420433,0.000002203777,0.9747223,0.00003406504,0.013612317],"study_design_scores_gemma":[0.0011498891,0.00010882405,0.257615,0.0011707903,0.0000102579925,0.000008476963,0.00010787603,0.72024196,0.000004055968,0.0034512824,0.015697533,0.0004340673],"about_ca_topic_score_codex":0.00036418895,"about_ca_topic_score_gemma":0.00026718044,"teacher_disagreement_score":0.97127104,"about_ca_system_score_codex":0.00022368037,"about_ca_system_score_gemma":0.00093352806,"threshold_uncertainty_score":0.8436474},"labels":[],"label_agreement":null},{"id":"W643897046","doi":"","title":"Elektryczne pociągi zespołowe ETR610 serii ED250 dla PKP Intercity S.A.","year":2013,"lang":"pl","type":"article","venue":"TTS Technika Transportu Szynowego","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Geography","score_opus":0.009080323609646643,"score_gpt":0.20025819880763474,"score_spread":0.1911778751979881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W643897046","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30888742,0.0029937818,0.58905596,0.012847666,0.0071085435,0.007225243,0.0011286478,0.005035613,0.06571712],"genre_scores_gemma":[0.97276807,0.00061225257,0.010854426,0.0009075394,0.00047897664,0.0003589193,0.00018130304,0.00018707165,0.013651423],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9902249,0.00026076648,0.002953902,0.0025188944,0.0018651021,0.0021764187],"domain_scores_gemma":[0.99385285,0.00017484254,0.00088964996,0.0030429712,0.00082944374,0.0012102623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013042778,0.0015532296,0.0017896914,0.00073804165,0.0007540324,0.0006546128,0.0034754407,0.0012688471,0.004748381],"category_scores_gemma":[0.000027990176,0.0015361273,0.0010764874,0.0024801549,0.00052442506,0.0026922517,0.0001375351,0.0017425348,0.00383965],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007264627,0.006067765,0.12636302,0.005002726,0.0020175779,0.0027076944,0.032279797,0.0004002469,0.042023927,0.22804368,0.0585534,0.4958137],"study_design_scores_gemma":[0.0037999295,0.001024367,0.646781,0.0014680832,0.0003090244,0.0002484565,0.0009137457,0.0018314867,0.0048217806,0.004540366,0.33001068,0.004251031],"about_ca_topic_score_codex":0.005547767,"about_ca_topic_score_gemma":0.0022204965,"teacher_disagreement_score":0.66388065,"about_ca_system_score_codex":0.00029382118,"about_ca_system_score_gemma":0.00047382314,"threshold_uncertainty_score":0.9997216},"labels":[],"label_agreement":null},{"id":"W6924639884","doi":"10.15468/dl.k8vg72","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Set (abstract data type); Data set","score_opus":0.018452401441917173,"score_gpt":0.21963322728458406,"score_spread":0.2011808258426669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924639884","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021928196,0.0000081169155,0.0010337591,0.00024990417,0.0013986315,0.000260491,0.9965734,0.00038335903,0.00007042367],"genre_scores_gemma":[0.000007921802,0.00003976785,0.000009492098,0.00030788925,0.0000013927064,0.0000047616745,0.9996285,1.0317513e-8,2.5062565e-7],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981619,0.000057636556,0.00051825214,0.00030275472,0.00066626485,0.00029317767],"domain_scores_gemma":[0.9983928,0.000025346482,0.0003281081,0.00080424664,0.000280966,0.00016850531],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036690859,0.0002529957,0.0002782392,0.000121416815,0.0002721735,0.0002823811,0.0013291391,0.00029229326,0.00008884105],"category_scores_gemma":[0.000047365775,0.00025468765,0.00016935126,0.0007222552,0.00006917049,0.001846608,0.00027094674,0.00021963012,0.5035054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062285044,0.000012545689,0.00034151084,0.000112667934,0.000019223002,0.0000048244715,0.00007079279,0.000021098347,7.8466895e-9,0.0000040074674,0.9982231,0.0011839495],"study_design_scores_gemma":[0.00023352532,0.000018117966,0.0007909409,0.000003291619,0.000011968129,0.0000032280968,0.00004758672,0.0000011447687,3.3311727e-7,0.0000035175267,0.99862504,0.00026128514],"about_ca_topic_score_codex":0.0011169572,"about_ca_topic_score_gemma":0.000053668096,"teacher_disagreement_score":0.50341654,"about_ca_system_score_codex":0.00017390422,"about_ca_system_score_gemma":0.00019400584,"threshold_uncertainty_score":0.9999905},"labels":[],"label_agreement":null},{"id":"W6932062026","doi":"10.5683/sp3/maseih","title":"Suturing","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Variety (cybernetics); Simple (philosophy); Series (stratigraphy); Component (thermodynamics)","score_opus":0.01180928770192943,"score_gpt":0.2480423371244398,"score_spread":0.23623304942251036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6932062026","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.9159585e-8,0.00010321725,0.012760024,0.00022968066,0.00061382557,0.000085556974,0.9839492,0.0000815595,0.0021768855],"genre_scores_gemma":[0.0000020743644,0.000079694764,0.00076816755,0.00027857377,0.00017249996,0.000016041384,0.9983975,0.0000018143063,0.00028362093],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990698,0.000027261663,0.00024104193,0.00029809907,0.00021713064,0.00014662757],"domain_scores_gemma":[0.99878615,0.000036174653,0.000090222406,0.0009875366,0.00004905282,0.000050854895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012024417,0.00013442985,0.00019552304,0.00011550156,0.000060970047,0.00009796373,0.0010178081,0.00013760343,0.000008011719],"category_scores_gemma":[0.000009943246,0.000120850214,0.00008444512,0.00015985648,0.000009730697,0.000108127206,0.00006784469,0.00013644627,0.000003624406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.204901e-7,0.000007030833,0.0000027677095,0.00006268041,0.000012800187,0.000024859302,0.000018708095,0.0000034348939,1.02268494e-7,0.0051328954,0.9939678,0.0007664043],"study_design_scores_gemma":[0.00006993096,0.0000049935898,0.00063506025,0.000065219385,0.000007904688,0.0000021822134,0.0000018131708,0.000010993197,0.0000028731383,0.00010329811,0.998973,0.00012274798],"about_ca_topic_score_codex":0.023094542,"about_ca_topic_score_gemma":0.008596589,"teacher_disagreement_score":0.014497954,"about_ca_system_score_codex":0.000021839756,"about_ca_system_score_gemma":0.00013238036,"threshold_uncertainty_score":0.9834108},"labels":[],"label_agreement":null},{"id":"W7001653677","doi":"","title":"La experiencia canadiense sobre cómo optimizar la formación en traducción","year":2006,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Nature versus nurture; Perspective (graphical); Translation (biology)","score_opus":0.005733241589218708,"score_gpt":0.21652485564105495,"score_spread":0.21079161405183625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001653677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6004584,0.00012190366,0.22651996,0.00067273184,0.0003488611,0.0002739121,0.000058694324,0.00040491222,0.17114064],"genre_scores_gemma":[0.9878746,0.00003360669,0.010784149,0.00012205155,0.000097956334,0.0000101231,0.0000192535,0.000018492727,0.0010397696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983491,0.0003314154,0.00022459564,0.00037936715,0.00028630364,0.00042924032],"domain_scores_gemma":[0.9989373,0.00028062446,0.000108769156,0.00041055604,0.000058116657,0.00020462266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005036466,0.00020546073,0.00023537606,0.00021512232,0.0002205228,0.00016617806,0.0006887253,0.00023358321,0.000042359785],"category_scores_gemma":[0.000010264385,0.00022299612,0.00013899343,0.00048070113,0.00011416179,0.0007673021,0.000044685017,0.00022811661,0.00002571811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038385624,0.00011932259,0.003925168,0.000036339294,0.000046225017,0.0019149861,0.03409325,0.0045934003,0.0005379072,0.9294031,0.006652262,0.0186396],"study_design_scores_gemma":[0.0034628944,0.00012182189,0.2634832,0.00007293169,0.000050422725,0.0006054022,0.004940146,0.020386757,0.0004763796,0.0042413,0.70095986,0.001198886],"about_ca_topic_score_codex":0.004874459,"about_ca_topic_score_gemma":0.0029565168,"teacher_disagreement_score":0.92516184,"about_ca_system_score_codex":0.00016068842,"about_ca_system_score_gemma":0.00029740948,"threshold_uncertainty_score":0.90935177},"labels":[],"label_agreement":null},{"id":"W7067338253","doi":"","title":"Kongsberg supplies digital IP CCTV system for Canadian fleet supply ship - Professional Mariner","year":2017,"lang":"en","type":"other","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; IP address management; Ip address; Key (lock)","score_opus":0.014070858433047478,"score_gpt":0.23537816092505218,"score_spread":0.2213073024920047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067338253","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007397945,0.000086817905,0.03786778,0.0007752089,0.0030130306,0.0011250698,0.0013036631,0.00045993915,0.95536107],"genre_scores_gemma":[0.05613648,0.000002622844,0.00337486,0.00009257572,0.0004910097,0.00020836167,0.00048580818,0.0001635669,0.9390447],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981424,0.00001909209,0.00033005004,0.00062506046,0.00036882234,0.0005145792],"domain_scores_gemma":[0.99823916,0.000046706333,0.00026117588,0.0009832777,0.000091027476,0.00037868047],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017163316,0.0003548755,0.00045145952,0.00030417208,0.00028136713,0.00055130053,0.0014159809,0.00037652688,0.0003578624],"category_scores_gemma":[0.000008618621,0.00027600382,0.0001727044,0.00007214629,0.000047302383,0.0003477065,0.000063591535,0.00013592113,0.0002261256],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004734702,0.00001230036,0.002275469,0.00037264344,0.000049501134,0.000028385806,0.000108620196,0.0000012662541,5.4655504e-7,0.16263811,0.8302762,0.0042322315],"study_design_scores_gemma":[0.00040285444,0.000018701225,0.0027660786,0.00039775696,0.000009585808,0.000015134727,0.000060386825,0.00015059802,0.000004082818,0.00012208185,0.9956431,0.00040966994],"about_ca_topic_score_codex":0.08326042,"about_ca_topic_score_gemma":0.3485525,"teacher_disagreement_score":0.26529208,"about_ca_system_score_codex":0.00011420071,"about_ca_system_score_gemma":0.00082727993,"threshold_uncertainty_score":0.9999692},"labels":[],"label_agreement":null},{"id":"W902614105","doi":"10.19206/ce-116977","title":"A proposal of a description of the operating conditions of diesel-electric locomotives","year":2013,"lang":"en","type":"article","venue":"Silniki Spalinowe/Combustion Engines","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Diesel fuel; Automotive engineering; Engineering; Relation (database); Diesel locomotive; Computer science","score_opus":0.012057948321387,"score_gpt":0.21753306205076572,"score_spread":0.2054751137293787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W902614105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77631444,0.00013589846,0.22201288,0.0003694395,0.00032050203,0.00052896916,0.000015021247,0.000050170314,0.00025267096],"genre_scores_gemma":[0.9941262,0.000011399948,0.0056458325,0.000012129751,0.00002845066,0.000037825244,0.000006185163,0.0000074261698,0.00012457806],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99865764,0.00010953814,0.0006121592,0.0001807077,0.00029344464,0.00014649171],"domain_scores_gemma":[0.9986074,0.000080511854,0.00036006753,0.00034836394,0.0005670061,0.000036655845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022898991,0.00012374006,0.0002558856,0.00015510646,0.000084436324,0.000022465601,0.00038727192,0.0000622472,0.000026687594],"category_scores_gemma":[0.00006321703,0.00008749453,0.00012221483,0.0007693888,0.00008838906,0.0004701426,0.00003407972,0.000093566305,0.0000040070677],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009908813,0.00045239474,0.08841012,0.00063650723,0.00012036046,8.876021e-7,0.007068915,0.035846833,0.55396605,0.31023073,0.00034039599,0.002916915],"study_design_scores_gemma":[0.00066312874,0.0001579754,0.8580518,0.00030920384,0.000030901745,0.0000086001955,0.00051858096,0.045075607,0.091262564,0.0036792392,0.00003621297,0.00020622305],"about_ca_topic_score_codex":0.00026593302,"about_ca_topic_score_gemma":0.000033417356,"teacher_disagreement_score":0.76964164,"about_ca_system_score_codex":0.000015625696,"about_ca_system_score_gemma":0.000099898214,"threshold_uncertainty_score":0.35679233},"labels":[],"label_agreement":null},{"id":"W956223013","doi":"","title":"Computer aided maintenance management for transport telematics systems","year":2014,"lang":"en","type":"article","venue":"","topic":"Transportation Systems and Safety","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Telematics; Reliability (semiconductor); Computer science; Reliability engineering; Key (lock); Engineering; Risk analysis (engineering); Systems engineering; Telecommunications; Computer security; Business","score_opus":0.012209914530880803,"score_gpt":0.21561772272707638,"score_spread":0.20340780819619558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W956223013","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000744891,0.000007092454,0.9856811,0.00030864138,0.0007833817,0.000624276,0.000004371902,0.00023357586,0.011612674],"genre_scores_gemma":[0.71351135,0.0000027628184,0.28304103,0.00031150132,0.00008203375,0.00008288091,0.00000596257,0.000008804792,0.0029536353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987266,0.000025037321,0.00045165655,0.00031706734,0.00023029654,0.0002493136],"domain_scores_gemma":[0.99919784,0.00006375669,0.00009411502,0.00046993126,0.00009583478,0.00007854259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005031753,0.00012821534,0.00022829948,0.000059459933,0.00008072788,0.00004654204,0.0005000125,0.00004011146,0.000003541496],"category_scores_gemma":[0.0000012112171,0.00009960193,0.00009486563,0.00013948906,0.000013903121,0.0001963223,0.0000129761565,0.000034984056,0.000029582132],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003040922,0.000022124295,0.0007423651,0.000277711,0.00002450449,0.0000029850557,0.0002040254,0.0021170138,0.0000048992274,0.98921365,0.0020203444,0.0053673293],"study_design_scores_gemma":[0.0018499222,0.00014265964,0.052273504,0.00017874045,0.000021293548,0.000015628973,0.00008443471,0.7376692,0.000022355496,0.00456928,0.20272245,0.0004504909],"about_ca_topic_score_codex":0.000024645551,"about_ca_topic_score_gemma":0.000014641774,"teacher_disagreement_score":0.98464435,"about_ca_system_score_codex":0.000016344455,"about_ca_system_score_gemma":0.000009492369,"threshold_uncertainty_score":0.40616488},"labels":[],"label_agreement":null}]}