{"meta":{"query_hash":"747fd2643151","filters":{"venue":"International Journal of Occupational Safety and Health"},"cohort_total":10,"direct_labels_cover":1,"predictions_cover":10,"exported":10,"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/747fd2643151","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Occupational+Safety+and+Health"},"results":[{"id":"W2588266707","doi":"10.3126/ijosh.v5i1.16630","title":"A study on morbidity profile of lignite miners in western India","year":2017,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Health","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SR Research (Canada)","funders":"","keywords":"Environmental health; Medicine; Personal protective equipment; Pulmonary function testing; Hazardous waste; Socioeconomics; Engineering; Coronavirus disease 2019 (COVID-19); Waste management","score_opus":0.2491568699428919,"score_gpt":0.5711178354240232,"score_spread":0.3219609654811313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588266707","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":[0.9840698,0.00010368017,0.00014686937,0.009729616,0.0012729674,0.0010540795,0.00026040498,0.000006608208,0.0033559531],"genre_scores_gemma":[0.99752593,0.00038663863,0.00028332265,0.00085884647,0.000567894,0.000025209447,0.000035987945,0.000012411335,0.00030378278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996155,0.00044748915,0.0016207197,0.00020454897,0.001234242,0.0003380036],"domain_scores_gemma":[0.99565226,0.0008159912,0.001971412,0.00023682477,0.001054006,0.00026948913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038224424,0.00014560646,0.0004729122,0.00051298476,0.0004855594,0.00002177393,0.00057719584,0.00010865266,0.00011053144],"category_scores_gemma":[0.00075231347,0.00012286639,0.00007631564,0.00009610019,0.00010508659,0.0003651991,0.0001588903,0.00079853693,0.000025315527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006290132,0.00056892645,0.98104596,0.00008741727,0.000059804177,0.00003538002,0.0020569589,0.000031142685,0.000005369915,0.0017519582,0.0006111828,0.007455751],"study_design_scores_gemma":[0.0037885148,0.0009872047,0.99176466,0.0005212136,0.0000045306974,0.00001094065,0.0008259547,0.000045545374,0.0000033895872,0.00021857757,0.0017462211,0.000083213294],"about_ca_topic_score_codex":0.001297121,"about_ca_topic_score_gemma":0.0011365039,"teacher_disagreement_score":0.013456087,"about_ca_system_score_codex":0.00041748807,"about_ca_system_score_gemma":0.0021562902,"threshold_uncertainty_score":0.5010346},"labels":[],"label_agreement":null},{"id":"W2919566508","doi":"10.3126/ijosh.v7i2.22890","title":"Optimizing Health and Safety Inspections in Canada","year":2017,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Health","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Counterfactual thinking; Government (linguistics); Jurisdiction; Business; Occupational safety and health; Actuarial science; Compensation (psychology); Government sector; Operations management; Operations research; Economics; Engineering; Medicine; Private sector; Psychology; Political science; Economic growth","score_opus":0.14049180488615068,"score_gpt":0.510257646502904,"score_spread":0.3697658416167533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919566508","genre_codex":"commentary","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":[0.32819268,0.010701927,0.008996516,0.62380815,0.011567852,0.0031782694,0.0015362285,0.000050854942,0.011967516],"genre_scores_gemma":[0.975299,0.013484787,0.002348485,0.007831851,0.00076571445,0.000013794491,0.0000694595,0.000017366303,0.00016953399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961964,0.0003597559,0.0017298525,0.00023699798,0.0009564479,0.00052058365],"domain_scores_gemma":[0.9958847,0.00076136074,0.001675656,0.00019391892,0.00076382165,0.0007205362],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028802329,0.00016047661,0.00049114245,0.000316486,0.0022504358,0.000041884236,0.00042240415,0.00008135091,0.00015768153],"category_scores_gemma":[0.0006908162,0.00014774613,0.000048873346,0.00008940888,0.00011056068,0.00051897694,0.00019833642,0.0009930892,0.0000049770783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044988054,0.00006883158,0.9127051,0.00017129754,0.00006153006,0.000027350081,0.0016294998,0.0002137535,9.3055115e-7,0.018566491,0.0024048123,0.059651557],"study_design_scores_gemma":[0.002421867,0.0001670985,0.9565255,0.0005010363,0.0000018602841,0.000052035655,0.0010967149,0.00058332575,2.5063372e-7,0.00048387737,0.038064297,0.00010214101],"about_ca_topic_score_codex":0.6024332,"about_ca_topic_score_gemma":0.80339646,"teacher_disagreement_score":0.64710635,"about_ca_system_score_codex":0.0032352444,"about_ca_system_score_gemma":0.024500353,"threshold_uncertainty_score":0.9990485},"labels":[],"label_agreement":null},{"id":"W3122424117","doi":"10.3126/ijosh.v10i2.33282","title":"Measuring the Causes of Saudi Arabian Construction Accidents: Management and Concerns","year":2020,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Health","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":5,"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 Windsor","funders":"","keywords":"Safety culture; Business; Personal protective equipment; Scale (ratio); Operations management; Engineering; Medicine; Management; Geography","score_opus":0.23266389260504974,"score_gpt":0.49362513218881326,"score_spread":0.2609612395837635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122424117","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":[0.6169155,0.0074576675,0.0271923,0.33389097,0.004732095,0.0032835586,0.00064153556,0.00006341319,0.0058229147],"genre_scores_gemma":[0.98555577,0.006919517,0.0018630261,0.0047204276,0.0008458055,0.000009698573,0.000025155825,0.000009928871,0.000050659903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997148,0.00031429224,0.0011938991,0.00015495502,0.0009552304,0.00023365744],"domain_scores_gemma":[0.9970956,0.00063169433,0.0009805992,0.00007542507,0.00092173234,0.00029495131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015223174,0.00011075451,0.00028939304,0.00014023256,0.0005041442,0.00001502768,0.00025738767,0.00006456774,0.00017433836],"category_scores_gemma":[0.0002653519,0.00008143281,0.000059787864,0.00014899652,0.00015579567,0.00024665438,0.00013912636,0.00049184886,0.000007614577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057442603,0.000056280234,0.8826079,0.00046911323,0.00027879127,0.000011231756,0.0026557422,0.00015982924,0.000015212775,0.05294482,0.0020291589,0.053027704],"study_design_scores_gemma":[0.0016287686,0.00020312652,0.97817093,0.00034255142,0.0000141865585,0.000034159926,0.001512653,0.00022848063,0.000006740474,0.0008137766,0.016979912,0.00006469952],"about_ca_topic_score_codex":0.0002019912,"about_ca_topic_score_gemma":0.00010151105,"teacher_disagreement_score":0.36864024,"about_ca_system_score_codex":0.00020254528,"about_ca_system_score_gemma":0.00078284624,"threshold_uncertainty_score":0.38775203},"labels":[],"label_agreement":null},{"id":"W4220942200","doi":"10.3126/ijosh.v12i2.38260","title":"The 3 C’s of Consideration for COVID-19 Workplace Fever Detection Device Selection: Context, Calibration & Cost","year":2022,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Health","topic":"Thermal Regulation in Medicine","field":"Medicine","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":"Laurentian University","funders":"","keywords":"Context (archaeology); Purchasing; Coronavirus disease 2019 (COVID-19); Calibration; Computer science; Risk analysis (engineering); Selection (genetic algorithm); Business; Medicine; Marketing; Artificial intelligence","score_opus":0.10096198917272552,"score_gpt":0.43552613942174917,"score_spread":0.33456415024902364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220942200","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":[0.0968265,0.0019277092,0.72462916,0.17177844,0.0027127666,0.0018105035,0.00019579892,0.00004685176,0.00007225861],"genre_scores_gemma":[0.9906393,0.00021646035,0.0014013381,0.006702765,0.00054177287,0.0000324092,0.00010745499,0.000014116194,0.00034433417],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979,0.00017499321,0.0008830057,0.00011889837,0.0008089347,0.00011416266],"domain_scores_gemma":[0.9969715,0.0008023686,0.0010326402,0.00006668782,0.0009555216,0.00017129362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020693603,0.000090375164,0.00022464791,0.00017960602,0.00055308745,0.000022923105,0.000097956035,0.00003896698,0.00017925452],"category_scores_gemma":[0.0008001487,0.0000724391,0.00008742519,0.00015540869,0.00008827824,0.00016381632,0.000028500877,0.00024013633,3.882875e-7],"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":[0.1601198,0.0014997371,0.21549124,0.0006747328,0.0023019884,0.000024825671,0.008717095,0.101735435,0.0056802128,0.13564499,0.076305434,0.29180452],"study_design_scores_gemma":[0.0072609177,0.0010282923,0.28254274,0.00009698429,0.00007371201,0.0018283724,0.0011032841,0.0091929715,0.00030316832,0.0015392627,0.6949033,0.00012701942],"about_ca_topic_score_codex":0.00010278349,"about_ca_topic_score_gemma":0.00044818726,"teacher_disagreement_score":0.89381284,"about_ca_system_score_codex":0.0008785916,"about_ca_system_score_gemma":0.0016390004,"threshold_uncertainty_score":0.42539576},"labels":[],"label_agreement":null},{"id":"W4298140383","doi":"10.3126/ijosh.v12i4.43125","title":"Impacts of Mercury Exposure on Human Health, Safety and Environment: Literature Review and Bibliometric Analysis (1995 to 2021)","year":2022,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Health","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":17,"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":"Mercury (programming language); Human health; Environmental health; Geography; Medicine; Computer science","score_opus":0.04319916413411223,"score_gpt":0.38048197180888876,"score_spread":0.33728280767477653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298140383","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":[0.62170535,0.2060295,0.0021841747,0.16433889,0.0005603431,0.001293655,0.0029236898,0.000014416997,0.00095000287],"genre_scores_gemma":[0.81858474,0.17370327,0.00045029263,0.007019667,0.000065202,0.0000037774303,0.0000937411,0.000006581002,0.00007273229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976499,0.00018594158,0.0008579947,0.00020487144,0.00093421055,0.00016704509],"domain_scores_gemma":[0.99862105,0.00012526702,0.000787742,0.000093017086,0.00006383042,0.00030911274],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017532689,0.0001382527,0.00046195212,0.0038744751,0.00038957936,0.000027512131,0.0001592017,0.000025221358,0.0010077389],"category_scores_gemma":[0.0000688169,0.00011872945,0.00008821863,0.0054864725,0.00007746691,0.00022206138,0.00020545047,0.00023361586,0.0000028131938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002319858,0.0005940331,0.7188622,0.00052333897,0.0015696117,0.000028273782,0.005377226,0.0036612079,0.00017599616,0.0031016178,0.0155939385,0.2481927],"study_design_scores_gemma":[0.0005219386,0.00077809155,0.9694884,0.00021264565,0.00006516891,0.0000783226,0.000092761096,0.000012611668,0.0000040224572,0.00012529475,0.028526518,0.000094254174],"about_ca_topic_score_codex":0.00017108768,"about_ca_topic_score_gemma":0.000057269783,"teacher_disagreement_score":0.25062618,"about_ca_system_score_codex":0.00034807858,"about_ca_system_score_gemma":0.00006727952,"threshold_uncertainty_score":0.99990547},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4383069765","doi":"10.3126/ijosh.v13i3.46418","title":"Occupational Safety and Health Management in Selected Industrial Sectors in Sudan","year":2023,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Health","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":4,"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 Guelph","funders":"","keywords":"Occupational safety and health; Enforcement; Business; Environmental health; Medicine; Political science","score_opus":0.21651763278515074,"score_gpt":0.5240358546785071,"score_spread":0.30751822189335637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383069765","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":[0.836467,0.001923081,0.0020265372,0.1446018,0.005818231,0.0050728526,0.0013405915,0.00015778183,0.0025920817],"genre_scores_gemma":[0.97984445,0.012419837,0.0009834054,0.004145526,0.0012033018,0.000058325164,0.00087964634,0.00003911047,0.00042641518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99336904,0.00090827054,0.0028515295,0.00041843898,0.0015762566,0.000876479],"domain_scores_gemma":[0.9961939,0.0011965475,0.0011121628,0.00014095589,0.00078926457,0.00056717696],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007934633,0.0002639207,0.000683074,0.0019161575,0.00061013264,0.000029265031,0.00035847406,0.00023579027,0.00026627534],"category_scores_gemma":[0.00039695515,0.00025299474,0.000074765696,0.0014822091,0.00010030652,0.00043224928,0.0002200998,0.0014512318,0.000038121707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012306715,0.00018425501,0.911455,0.00023250417,0.00009190629,0.00005740904,0.0014414892,0.0006050462,0.0000013621923,0.014761251,0.0045648734,0.05429821],"study_design_scores_gemma":[0.0064598694,0.0003252265,0.96903193,0.00071647123,0.0000036110375,0.000031282605,0.0006684742,0.0012118829,3.5005772e-7,0.00069253374,0.020688534,0.00016982359],"about_ca_topic_score_codex":0.0023493525,"about_ca_topic_score_gemma":0.0046200585,"teacher_disagreement_score":0.1433774,"about_ca_system_score_codex":0.0020318162,"about_ca_system_score_gemma":0.0053319833,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W4393143078","doi":"10.3126/ijosh.v14i2.55959","title":"Mental Health and Well-being of Healthcare Professionals Amid the COVID-19 Pandemic in Canada","year":2024,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Health","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor; Yorkville University; McMaster University; University of the Fraser Valley","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health care; Mental health; Health professionals; Nursing; Psychology; Medicine; Political science; Virology; Psychiatry; Disease; Infectious disease (medical specialty); Outbreak","score_opus":0.08508895053260013,"score_gpt":0.4928362793095009,"score_spread":0.4077473287769008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393143078","genre_codex":"commentary","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":[0.20604293,0.04569849,0.0006111211,0.7410341,0.004733046,0.0011619678,0.0005316904,0.000023508994,0.00016314772],"genre_scores_gemma":[0.92484385,0.023797186,0.00026782983,0.05023923,0.0005322912,0.000018867571,0.000120407356,0.00001957572,0.00016075003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945987,0.0011655097,0.0022868814,0.0002807157,0.001189694,0.0004785106],"domain_scores_gemma":[0.9958284,0.0017300365,0.0011537177,0.000118396885,0.0004550731,0.00071436877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045168153,0.00020354193,0.000569401,0.00034121005,0.0007817244,0.000017550308,0.00031868147,0.00011946011,0.00020059293],"category_scores_gemma":[0.0002979093,0.00013705272,0.00007449886,0.00025019777,0.00010279532,0.00023986652,0.0001751484,0.0012902735,0.0000025162199],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019191586,0.00008647526,0.8816185,0.002090554,0.00013059493,0.000036819027,0.018949127,0.00004765119,0.0000047088165,0.03549011,0.015385979,0.04424033],"study_design_scores_gemma":[0.002573468,0.0003488052,0.7558871,0.011018134,0.000008838685,0.00038351284,0.020192094,0.0009934882,0.0000014747155,0.0046626334,0.20367074,0.00025970797],"about_ca_topic_score_codex":0.5036657,"about_ca_topic_score_gemma":0.6022257,"teacher_disagreement_score":0.71880096,"about_ca_system_score_codex":0.0032320924,"about_ca_system_score_gemma":0.04260479,"threshold_uncertainty_score":0.96282274},"labels":[],"label_agreement":null},{"id":"W4393149871","doi":"10.3126/ijosh.v14i2.56367","title":"Prevalence of Accidents and Injuries and Related Factors of Fishermen Fishing Offshore in the North of Vietnam","year":2024,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Health","topic":"Maritime Navigation and Safety","field":"Engineering","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":"Université Laval","funders":"","keywords":"Fishing; Submarine pipeline; Fishery; Business; Forensic engineering; Engineering; Biology","score_opus":0.021893157783705448,"score_gpt":0.3183413571750717,"score_spread":0.2964481993913663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393149871","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":[0.9964976,0.0017407277,0.00018130743,0.001020959,0.00015986292,0.00007425392,0.00014413205,0.0000037367838,0.00017745479],"genre_scores_gemma":[0.996358,0.0033978426,0.0001509069,0.00003620418,0.000023866583,4.7259644e-7,0.000017253793,0.0000041551966,0.000011342165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885166,0.000041942443,0.0006600903,0.00005931654,0.0003304266,0.000056595294],"domain_scores_gemma":[0.9994007,0.00020357125,0.00019249044,0.00003473156,0.00013381545,0.000034686767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054646295,0.000064689564,0.00016453062,0.00014331551,0.000021504278,0.000015441381,0.00010997313,0.000035645564,0.00004063548],"category_scores_gemma":[0.000050165414,0.000049056427,0.000032951364,0.00009873356,0.00005941245,0.00024901165,0.000023821676,0.00016821681,6.4662736e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020365919,0.000031827916,0.98084486,0.00067084975,0.000109326254,0.0000032877285,0.0045376066,0.0010101752,0.0000388911,0.0026330831,0.00016508932,0.009751332],"study_design_scores_gemma":[0.00025772268,0.00006778485,0.99614257,0.0004506922,0.000009055736,0.000027633647,0.00016898126,0.0022048326,0.000034072727,0.0004165365,0.00018482478,0.00003529795],"about_ca_topic_score_codex":0.000043255324,"about_ca_topic_score_gemma":0.0000535868,"teacher_disagreement_score":0.015297693,"about_ca_system_score_codex":0.000035841626,"about_ca_system_score_gemma":0.000081344246,"threshold_uncertainty_score":0.2000463},"labels":[],"label_agreement":null},{"id":"W4400201792","doi":"10.3126/ijosh.v14i3.52660","title":"A mapping review of challenges in existing technology-based occupational safety training in the tourism and hospitality industry: Research potential in commercial kitchens","year":2024,"lang":"en","type":"review","venue":"International Journal of Occupational Safety and Health","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":4,"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":"Hospitality; Scopus; Preparedness; Tourism; Hospitality industry; Food safety; Occupational safety and health; Business; Work (physics); Training (meteorology); Inclusion (mineral); Public relations; Marketing; Engineering; Medicine; Political science; MEDLINE; Geography; Sociology; Social science","score_opus":0.34620273037264004,"score_gpt":0.4849776367016767,"score_spread":0.13877490632903666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400201792","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":[0.0011557414,0.97470325,0.00007125851,0.022537826,0.00037136377,0.0007516609,0.000043469696,0.0000070108144,0.00035844138],"genre_scores_gemma":[0.02470327,0.97325367,0.00020244802,0.0009054392,0.000799268,0.000031107396,0.00008448803,0.000015937674,0.0000043677433],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959897,0.00023029509,0.001968206,0.00033916373,0.0011544033,0.0003182501],"domain_scores_gemma":[0.99792546,0.00036787754,0.0011464847,0.00013437314,0.00040108952,0.000024713001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009447322,0.00025521588,0.000993628,0.002707248,0.00012026933,0.000086186796,0.0006131387,0.00026806557,0.00002513881],"category_scores_gemma":[0.0004673113,0.00018684762,0.00016224953,0.0012210141,0.00017328943,0.00027880174,0.00024860163,0.0017800156,0.0000019043591],"study_design_candidate":"design_other","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":[0.00024754676,0.00017287643,0.005169117,0.026846562,0.00008330015,0.00017586556,0.0005783125,0.00008113144,2.945956e-8,0.020365516,0.00037279885,0.94590694],"study_design_scores_gemma":[0.0014501114,0.000086889864,0.24200733,0.21631472,0.000099931676,0.000094663155,0.0055468767,0.0006193275,1.885886e-8,0.0047210027,0.52866673,0.00039237837],"about_ca_topic_score_codex":0.000507883,"about_ca_topic_score_gemma":0.0006383681,"teacher_disagreement_score":0.94551456,"about_ca_system_score_codex":0.0003675321,"about_ca_system_score_gemma":0.0010065627,"threshold_uncertainty_score":0.77333814},"labels":[],"label_agreement":null},{"id":"W4410377441","doi":"10.3126/ijosh.v15i2.64809","title":"A decade in focus: occupational health and safety research trends - a bibliometric approach","year":2025,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Health","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":1,"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":"Occupational safety and health; Focus (optics); Environmental health; Regional science; Medicine; Geography","score_opus":0.2676084087090085,"score_gpt":0.5933604822660734,"score_spread":0.3257520735570649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410377441","genre_codex":"commentary","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":[0.2228501,0.080993116,0.077493876,0.53747797,0.0082271295,0.008230347,0.0028700945,0.00021714884,0.061640203],"genre_scores_gemma":[0.9556275,0.026002113,0.0072028763,0.008178364,0.0010770897,0.00011297397,0.00044831686,0.000036681682,0.00131409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9909416,0.0019652736,0.0030177461,0.0005286761,0.002425445,0.0011212517],"domain_scores_gemma":[0.99169576,0.0036837906,0.0010444475,0.00021931069,0.002515628,0.0008410436],"candidate_categories":["bibliometrics","sts"],"consensus_categories":[],"category_scores_codex":[0.016838195,0.00027166322,0.0007997739,0.029872026,0.0015261505,0.000063662446,0.00059628906,0.00028170762,0.00021997961],"category_scores_gemma":[0.0016855178,0.00024430276,0.00012060235,0.014861823,0.0002678591,0.00057985284,0.00038710088,0.0022557771,0.000013707904],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015695363,0.0005757331,0.58330894,0.0003965081,0.00012704462,0.000011148104,0.0016889775,0.00010037112,0.0000014677961,0.07792816,0.009923651,0.31024265],"study_design_scores_gemma":[0.0045474498,0.0005555515,0.93561864,0.0008255078,0.0000038625535,0.000042652056,0.001085303,0.0009710075,4.2963114e-7,0.002565358,0.053640224,0.00014400572],"about_ca_topic_score_codex":0.0021743288,"about_ca_topic_score_gemma":0.00082167704,"teacher_disagreement_score":0.7327774,"about_ca_system_score_codex":0.002248752,"about_ca_system_score_gemma":0.011948712,"threshold_uncertainty_score":0.99977374},"labels":[],"label_agreement":null}]}