{"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993149,0.00006836111,0.00001592468,0.00003343166,0.0000019763722,0.0000074885156,0.00011111584,0.0000013715859,0.00044546698],"genre_scores_gemma":[0.9995376,0.00009413958,0.000027704846,0.000022117803,0.000003883178,0.000005989171,0.00012289362,5.0060464e-7,0.0001852028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99986625,0.000023174036,0.00001705282,0.000022894223,0.000035596284,0.000034928104],"domain_scores_gemma":[0.99976355,0.000024926836,0.00007883439,0.000015272064,0.000042064818,0.00007537583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001127162,0.00013174354,0.00016397642,0.0006280581,0.0005504374,0.00032509008,0.0001762223,0.00023426511,0.0009284902],"category_scores_gemma":[0.00027727918,0.00014901726,0.00026273108,0.00058142544,0.00020705246,0.00013172634,0.0002646559,0.00025438404,0.00017471],"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":[0.00002663817,0.0000636612,0.99794465,0.000013788382,0.000011527592,0.00032087194,0.00035854618,0.000012537881,0.000363633,0.0000114938475,0.00006103361,0.0008117174],"study_design_scores_gemma":[0.0000014233606,0.00009687813,0.9985507,0.000004209663,0.0000072155344,0.0004897665,0.0006971116,0.000020359641,0.000029847552,0.0000056651693,0.00009522648,0.000001639064],"about_ca_topic_score_codex":0.009588626,"about_ca_topic_score_gemma":0.014294835,"teacher_disagreement_score":0.009588626,"about_ca_system_score_codex":0.00023128273,"about_ca_system_score_gemma":0.00036353638,"threshold_uncertainty_score":0.019065619},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91576153,0.0026485662,0.01801816,0.006237718,0.00012376255,0.0018632866,0.0052790097,0.0006745299,0.049393352],"genre_scores_gemma":[0.98131794,0.00056612643,0.0085964715,0.00030158818,0.00001529648,0.0001118444,0.0010794505,0.000019457859,0.007991807],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9945873,0.0011981135,0.00014181923,0.00071327755,0.0016558898,0.0017036732],"domain_scores_gemma":[0.9935256,0.0023633228,0.000938841,0.00036573608,0.0020962546,0.00071025325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004523016,0.0008909421,0.000969056,0.0013660393,0.0020165136,0.0020693,0.002140418,0.0008609277,0.005187877],"category_scores_gemma":[0.015304931,0.0005407187,0.00064552954,0.0026107025,0.0016457739,0.000639051,0.0014013022,0.0008787952,0.00028449163],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022698927,0.001993107,0.16269861,0.000869872,0.0005375,0.0003756068,0.0012638302,0.51461136,0.002802012,0.036680076,0.03454581,0.24135229],"study_design_scores_gemma":[0.0014413893,0.002422997,0.37850845,0.00026593555,0.00068751496,0.00016250456,0.0032413315,0.5476724,0.003785213,0.015616152,0.045962457,0.00023379264],"about_ca_topic_score_codex":0.98820156,"about_ca_topic_score_gemma":0.98863333,"teacher_disagreement_score":0.08468647,"about_ca_system_score_codex":0.08468647,"about_ca_system_score_gemma":0.09637816,"threshold_uncertainty_score":0.6144463},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952467,0.0006381072,0.00052035315,0.00069723674,0.000017260583,0.00004511652,0.0002977827,0.000016168276,0.002521221],"genre_scores_gemma":[0.9977556,0.0007439724,0.00062066794,0.00009908985,0.000013561897,0.000018603858,0.00023732275,0.0000023732634,0.0005087788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799526,0.00045093376,0.0003209742,0.00013351007,0.00089831976,0.00020100542],"domain_scores_gemma":[0.98993343,0.00095992244,0.0051984177,0.00014487644,0.0032002816,0.0005630116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021668351,0.00042873676,0.00015281045,0.0020001573,0.0009207184,0.0012557721,0.00055662636,0.00045846344,0.0021768317],"category_scores_gemma":[0.00569746,0.00019434172,0.00024064584,0.0013662701,0.00056030526,0.00063139445,0.0011087671,0.00034550985,0.00044247677],"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":[0.000033514843,0.00005389725,0.9686715,0.00022613084,0.000024292629,0.00014038681,0.0041650413,0.00019401909,0.0006747384,0.000097247554,0.00088990486,0.024829399],"study_design_scores_gemma":[0.000002225313,0.00014387199,0.97460246,0.00013895235,0.000021065938,0.00033300306,0.019401422,0.00042862914,0.0007829002,0.00008059812,0.004046763,0.000018177941],"about_ca_topic_score_codex":0.019057784,"about_ca_topic_score_gemma":0.019680163,"teacher_disagreement_score":0.019057784,"about_ca_system_score_codex":0.0015896799,"about_ca_system_score_gemma":0.0016887916,"threshold_uncertainty_score":0.037893713},"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 &amp; 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":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.079344176,0.03631267,0.13162519,0.38044703,0.0070171515,0.003671078,0.0015321393,0.0011320215,0.3589186],"genre_scores_gemma":[0.63942623,0.018706962,0.24489644,0.054986607,0.003720604,0.0027023207,0.0005949728,0.00057504897,0.03439086],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9622424,0.015417342,0.0040295264,0.0015797334,0.013678073,0.0030530007],"domain_scores_gemma":[0.9353685,0.037530825,0.006046078,0.0021700882,0.014764003,0.0041205594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022552287,0.0010027904,0.0010772455,0.002650933,0.003961589,0.010172241,0.002247132,0.006831567,0.015185005],"category_scores_gemma":[0.0734174,0.0007958823,0.0017640122,0.0012310857,0.0035254348,0.0045486265,0.0049098437,0.005174646,0.0034550615],"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":[0.0006645946,0.00045045718,0.033897303,0.0038668166,0.0001947204,0.0037473412,0.0051994366,0.004339739,0.0071801506,0.10820925,0.16820772,0.66404253],"study_design_scores_gemma":[0.000089853755,0.0008865253,0.044665087,0.01245759,0.00036845094,0.008206631,0.012841965,0.006074118,0.00817891,0.07429917,0.8312081,0.0007235927],"about_ca_topic_score_codex":0.007936113,"about_ca_topic_score_gemma":0.015482519,"teacher_disagreement_score":0.022552287,"about_ca_system_score_codex":0.005468883,"about_ca_system_score_gemma":0.0145423645,"threshold_uncertainty_score":0.11926931},"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":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22282045,0.7096735,0.0009651055,0.004848803,0.00042862113,0.0008358667,0.045433935,0.00015353714,0.014840164],"genre_scores_gemma":[0.47994864,0.49701864,0.0033437153,0.0005418684,0.0003852314,0.0009741296,0.01661426,0.000024334862,0.0011492781],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910547,0.0017030559,0.0028549612,0.0006195323,0.003321764,0.00044605747],"domain_scores_gemma":[0.975521,0.012149281,0.0062589226,0.00036612118,0.0052925274,0.0004120496],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.007250724,0.0007320281,0.0019158197,0.14597219,0.0010429929,0.0033490623,0.00081639807,0.0007602543,0.0024942043],"category_scores_gemma":[0.029270837,0.00037423064,0.002329762,0.21409643,0.0006996698,0.0035383988,0.001774839,0.00041532647,0.00040233234],"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":[0.0005157147,0.00015777565,0.28455564,0.20279625,0.0055435672,0.0013984315,0.0058502755,0.0022909748,0.0010048586,0.0045433454,0.03442973,0.45691344],"study_design_scores_gemma":[0.00006449742,0.00025696427,0.8294083,0.056598976,0.007668351,0.001666459,0.013243765,0.0019304659,0.0008895909,0.0015414226,0.08659533,0.00013591575],"about_ca_topic_score_codex":0.021920271,"about_ca_topic_score_gemma":0.02572421,"teacher_disagreement_score":0.8540278,"about_ca_system_score_codex":0.006576547,"about_ca_system_score_gemma":0.00936868,"threshold_uncertainty_score":0.04771644},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702622,0.02316906,0.00023165936,0.0012822179,0.00004993776,0.0002630377,0.0013130724,0.0000047803674,0.0034239844],"genre_scores_gemma":[0.98715776,0.010794492,0.00062605983,0.00028226507,0.000026765829,0.00014786831,0.0005203202,9.4276385e-7,0.00044352075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988734,0.00043748898,0.00017955435,0.000095192154,0.00019464326,0.00021961375],"domain_scores_gemma":[0.99787235,0.0006153249,0.0008827207,0.000026153153,0.00044624816,0.00015717818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029594572,0.00028449163,0.00030443099,0.005528829,0.0020556198,0.0015062304,0.00044442675,0.00038845974,0.0019783757],"category_scores_gemma":[0.002932787,0.0001973989,0.0003511471,0.0059972904,0.0004305573,0.0005908847,0.0014431023,0.00031490895,0.00010102352],"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":[0.0001289418,0.00046788543,0.8457204,0.009125908,0.00019682308,0.0016621891,0.0171579,0.0006055193,0.0010260544,0.0018824673,0.0018819063,0.12014399],"study_design_scores_gemma":[0.00001385605,0.00023912505,0.91662127,0.003749027,0.000114573704,0.00036126128,0.0691705,0.000370583,0.00033583102,0.0004914123,0.008512982,0.000019592559],"about_ca_topic_score_codex":0.06406336,"about_ca_topic_score_gemma":0.13048242,"teacher_disagreement_score":0.06406336,"about_ca_system_score_codex":0.005471179,"about_ca_system_score_gemma":0.009672258,"threshold_uncertainty_score":0.12738097},"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":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025328713,0.95381314,0.00014367809,0.010654231,0.00041311604,0.00027395212,0.0030121934,0.000009391521,0.006351553],"genre_scores_gemma":[0.27027386,0.72132397,0.00095451094,0.0049234955,0.00026381193,0.00039662712,0.001147438,0.000010755809,0.00070548616],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.994118,0.0016074143,0.0008198258,0.000456255,0.0021110752,0.0008873836],"domain_scores_gemma":[0.97645354,0.008539598,0.0033684524,0.00026891203,0.009704757,0.0016646291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065306188,0.00059204566,0.0020406826,0.0045861383,0.002911796,0.004431284,0.0013464438,0.001425805,0.0032714382],"category_scores_gemma":[0.038895883,0.00042641023,0.0020551202,0.010416642,0.0015800128,0.0013584152,0.0021713108,0.0020938015,0.00015238194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009059793,0.00013328691,0.10853907,0.47353637,0.0078064078,0.0016866914,0.035411447,0.0006179238,0.0005725296,0.0040972945,0.0464927,0.32020032],"study_design_scores_gemma":[0.00024484354,0.00030701398,0.27418444,0.58872736,0.009425472,0.0009294963,0.040825143,0.00027535876,0.0004899582,0.0013729312,0.08296585,0.00025217424],"about_ca_topic_score_codex":0.9462922,"about_ca_topic_score_gemma":0.967778,"teacher_disagreement_score":0.05370778,"about_ca_system_score_codex":0.048587773,"about_ca_system_score_gemma":0.16944067,"threshold_uncertainty_score":0.3525306},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994611,0.00012984843,0.000018001769,0.00003795056,0.0000013732316,0.00000340653,0.00010043177,4.782686e-7,0.00024739138],"genre_scores_gemma":[0.9994991,0.00022110867,0.000025428042,0.00001224333,0.0000014816444,0.000004693471,0.00008467619,2.7131352e-7,0.00015112838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998265,0.000024711728,0.000026900287,0.000036430567,0.000038179198,0.00004734082],"domain_scores_gemma":[0.9995222,0.000056213517,0.00023338529,0.00001213217,0.00007755121,0.000098521086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024845172,0.00012809146,0.00013515132,0.000466249,0.00032021338,0.00029234367,0.00017412643,0.0001564371,0.0015046807],"category_scores_gemma":[0.0006563753,0.00018097235,0.00012739119,0.0005368159,0.00021178761,0.00028017143,0.00025497726,0.0001591081,0.00008684993],"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":[0.00000987575,0.000010787579,0.9980075,0.000024730487,0.0000094283605,0.00014138907,0.0006507837,0.00001722455,0.00012408207,0.000011339666,0.00004637187,0.00094657193],"study_design_scores_gemma":[7.844143e-7,0.00002581401,0.9966641,0.000026627617,0.000003966665,0.00019167755,0.0028399287,0.000038812443,0.000024902201,0.000009749099,0.00017181993,0.0000017027305],"about_ca_topic_score_codex":0.053381722,"about_ca_topic_score_gemma":0.050721932,"teacher_disagreement_score":0.053381722,"about_ca_system_score_codex":0.00051998295,"about_ca_system_score_gemma":0.0007079699,"threshold_uncertainty_score":0.106141984},"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":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024135723,0.9941387,0.0005308702,0.0010198723,0.00025045752,0.00021470524,0.00023924273,0.000013708707,0.0011789277],"genre_scores_gemma":[0.017021324,0.980305,0.0013490785,0.0005777594,0.00008323119,0.00032549776,0.00019006804,0.000008910956,0.00013924931],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9840423,0.0061672023,0.004920225,0.0009071466,0.0034166744,0.00054650864],"domain_scores_gemma":[0.9045584,0.076050796,0.008006517,0.0014065785,0.009306848,0.00067083625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020956453,0.0014309884,0.0046025193,0.029766854,0.0013172684,0.005668543,0.001956056,0.002490033,0.0035493472],"category_scores_gemma":[0.070301056,0.001210027,0.0063427193,0.026172118,0.0015130067,0.0060682055,0.0029148422,0.0017855315,0.0005168819],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118035765,0.00004696733,0.0015162865,0.7789252,0.0031272892,0.000271111,0.0024936348,0.0002881432,0.00034433563,0.0017525096,0.0030006848,0.20811588],"study_design_scores_gemma":[0.000030085836,0.00016837988,0.003678003,0.9373737,0.011684676,0.00041161155,0.0028157139,0.0001318606,0.0002671439,0.0008298632,0.04257108,0.000037830356],"about_ca_topic_score_codex":0.012175348,"about_ca_topic_score_gemma":0.025221039,"teacher_disagreement_score":0.029766854,"about_ca_system_score_codex":0.006696415,"about_ca_system_score_gemma":0.029096534,"threshold_uncertainty_score":0.11082965},"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":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6481675,0.14120655,0.017720845,0.017473599,0.0018334992,0.0024745406,0.07235184,0.001173952,0.09759775],"genre_scores_gemma":[0.90573883,0.048420507,0.016305022,0.0007840159,0.0013656311,0.0020272054,0.021483917,0.0001610222,0.0037137705],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98564273,0.002857735,0.0034227208,0.0012077366,0.0062465533,0.0006225687],"domain_scores_gemma":[0.9287041,0.039133243,0.014511338,0.0020824885,0.014143235,0.0014256092],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.015191795,0.00059708464,0.0015988909,0.18250582,0.0017076221,0.009839156,0.00096767204,0.0010241615,0.0039773574],"category_scores_gemma":[0.068803385,0.00030154007,0.0017162315,0.26005557,0.0011379356,0.007346828,0.0032925883,0.000712125,0.00085320417],"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":[0.00027267548,0.0002011298,0.47201058,0.021615688,0.0018418193,0.0008579104,0.013309251,0.0021025133,0.0018150016,0.021649837,0.032968115,0.43135548],"study_design_scores_gemma":[0.000060009737,0.0003780458,0.70501244,0.011090137,0.0018159339,0.0022761885,0.04018897,0.00624693,0.002042569,0.016225345,0.21448351,0.00017990726],"about_ca_topic_score_codex":0.006099984,"about_ca_topic_score_gemma":0.0067232093,"teacher_disagreement_score":0.9848082,"about_ca_system_score_codex":0.004086414,"about_ca_system_score_gemma":0.007843972,"threshold_uncertainty_score":0.08034283},"labels":[],"label_agreement":null}]}