{"meta":{"query_hash":"0c6e901478e3","filters":{"venue":"Open Journal of Safety Science and Technology"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/0c6e901478e3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Open+Journal+of+Safety+Science+and+Technology"},"results":[{"id":"W2026757565","doi":"10.4236/ojsst.2011.12005","title":"Practical Implementation of Safety Verification in LNG Production Facilities","year":2011,"lang":"en","type":"article","venue":"Open Journal of Safety Science and Technology","topic":"Risk and Safety Analysis","field":"Decision Sciences","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":"Ontario Tech University","funders":"","keywords":"Hazard analysis; Process (computing); System safety; Hazard; Computer science; Reliability engineering; Risk analysis (engineering); Production (economics); Functional safety; Safety assurance; Systems engineering; Engineering","score_opus":0.1587559234659485,"score_gpt":0.4401583869851285,"score_spread":0.28140246351917997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026757565","genre_codex":"methods","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":[0.026310407,0.00006184939,0.96412504,0.00036194234,0.000025495068,0.000407303,0.00008449569,0.0036392284,0.0049843336],"genre_scores_gemma":[0.42564124,0.00010551984,0.57125676,0.000099444485,0.000011080252,0.00031133628,0.00020925493,0.0001644365,0.0022010154],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9921212,0.0042979373,0.0003840141,0.00074267574,0.0019419924,0.00051213085],"domain_scores_gemma":[0.99008065,0.0051120655,0.00071191153,0.0024913857,0.0014161415,0.00018788068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008348405,0.0006758258,0.00048377758,0.0011960047,0.0011723968,0.0019982422,0.0024184082,0.001534383,0.0064585954],"category_scores_gemma":[0.013695809,0.00055000815,0.00081969035,0.00043890707,0.0015814119,0.002378857,0.0027064017,0.0016343753,0.0011126121],"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":[0.0008684305,0.00075853197,0.0072253114,0.0011044272,0.000081673774,0.0023733953,0.003388522,0.29247203,0.09315003,0.14054283,0.002951502,0.45508325],"study_design_scores_gemma":[0.00027151764,0.0007459123,0.0018273946,0.00047652394,0.000071342045,0.0007504478,0.00085963024,0.78798896,0.0945758,0.07034152,0.04198254,0.00010839529],"about_ca_topic_score_codex":0.0030439156,"about_ca_topic_score_gemma":0.0035062395,"teacher_disagreement_score":0.008348405,"about_ca_system_score_codex":0.0019644697,"about_ca_system_score_gemma":0.0027774652,"threshold_uncertainty_score":0.044151127},"labels":[],"label_agreement":null},{"id":"W2074228691","doi":"10.4236/ojsst.2014.41007","title":"Introduction of Innovative Equipment in Mining: Impact on Occupational Health and Safety","year":2014,"lang":"en","type":"article","venue":"Open Journal of Safety Science and Technology","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Polytechnique Montréal; Université du Québec en Abitibi-Témiscamingue","funders":"Fonds de recherche du Québec – Nature et technologies; Fondation de l’Université du Québec en Abitibi-Témiscamingue; École de technologie supérieure","keywords":"Occupational safety and health; Risk analysis (engineering); Work (physics); Personal protective equipment; Occupational injury; Injury prevention; Human factors and ergonomics; Poison control; Forensic engineering; Environmental health; Business; Engineering; Medicine","score_opus":0.06394590674431859,"score_gpt":0.48826451445569335,"score_spread":0.42431860771137475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074228691","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":[0.99873835,0.00044091235,0.00014337896,0.00007679121,0.000003542641,0.000012043457,0.000017959781,0.0000027657873,0.0005641671],"genre_scores_gemma":[0.9987429,0.0005459556,0.00028300335,0.000023002363,0.000009107867,0.000005740804,0.000021040363,0.0000012431983,0.00036809992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986124,0.0005382084,0.00010853031,0.00007954997,0.00046762943,0.00019362257],"domain_scores_gemma":[0.99447364,0.001931455,0.0023464046,0.00022481488,0.00063888787,0.00038484167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013893745,0.000256809,0.00019354452,0.0010828556,0.00047149177,0.0006207038,0.00039127283,0.00073819637,0.0024986903],"category_scores_gemma":[0.0049915444,0.00015280316,0.00047080152,0.0005256728,0.00062285736,0.0007080882,0.0010642137,0.00034418478,0.0002348235],"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":[0.00039763455,0.0004575467,0.9493265,0.00022182906,0.00006298183,0.000600003,0.0010266128,0.00045809924,0.0039790603,0.00013482626,0.000077929355,0.04325677],"study_design_scores_gemma":[0.0000051102393,0.0011755209,0.995464,0.00006307694,0.000031655945,0.0005142368,0.0010053858,0.00021721871,0.00094305223,0.00011094034,0.00046175395,0.00000800619],"about_ca_topic_score_codex":0.0019745692,"about_ca_topic_score_gemma":0.003969803,"teacher_disagreement_score":0.0024986903,"about_ca_system_score_codex":0.00054913753,"about_ca_system_score_gemma":0.0006305829,"threshold_uncertainty_score":0.008358955},"labels":[],"label_agreement":null},{"id":"W2922464678","doi":"10.4236/ojsst.2019.91003","title":"A Comparative Analysis of the Two Main Documents Used in Small and Medium-Sized Enterprises in France and Québec as a Framework for Improving Occupational Health and Safety","year":2019,"lang":"en","type":"article","venue":"Open Journal of Safety Science and Technology","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":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Documentation; Legislation; Context (archaeology); Occupational safety and health; Business; Principal (computer security); Order (exchange); Public relations; Risk analysis (engineering); Computer science; Medicine; Political science; Computer security; Finance; Geography","score_opus":0.06559126206125754,"score_gpt":0.4869188147272349,"score_spread":0.4213275526659774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922464678","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":[0.8015482,0.0806664,0.0035802145,0.010567835,0.0006505533,0.0012686965,0.0033667374,0.0001675054,0.098184004],"genre_scores_gemma":[0.95866144,0.01963092,0.0069729495,0.0016370312,0.0001130177,0.0007160372,0.0021300039,0.00007808353,0.010060404],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9689562,0.014192576,0.0032822948,0.0012932696,0.010857342,0.0014183802],"domain_scores_gemma":[0.89700425,0.056556806,0.0126261385,0.0015052673,0.030150443,0.0021570844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018520942,0.00047414552,0.0008062492,0.019746374,0.0046043633,0.010930835,0.0010873025,0.0017752302,0.0031475197],"category_scores_gemma":[0.05177554,0.0002520716,0.00054095563,0.025288897,0.0034529082,0.003987965,0.0021582157,0.0009599215,0.0005100537],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096590887,0.00036463674,0.06916728,0.018200949,0.0001949284,0.004401726,0.40490746,0.000654315,0.0035380132,0.040540542,0.02414086,0.4329234],"study_design_scores_gemma":[0.00006700008,0.00051841163,0.21706094,0.015079494,0.00028041992,0.0017382053,0.41217452,0.00048012086,0.0022240118,0.0012463166,0.3489963,0.00013428344],"about_ca_topic_score_codex":0.087955624,"about_ca_topic_score_gemma":0.105901435,"teacher_disagreement_score":0.970269,"about_ca_system_score_codex":0.029730966,"about_ca_system_score_gemma":0.022149552,"threshold_uncertainty_score":0.21571428},"labels":[],"label_agreement":null},{"id":"W4382790098","doi":"10.4236/ojsst.2023.132004","title":"Non-Newtonian Fluids and Uncontrolled Emission of Toxic Gases: A Major Threat to Worker Safety","year":2023,"lang":"en","type":"article","venue":"Open Journal of Safety Science and Technology","topic":"Combustion and Detonation Processes","field":"Engineering","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":"Health Sciences North","funders":"","keywords":"Environmental science; Hazardous waste; Toxic gas; Carbon dioxide; Hydrogen sulfide; Waste management; Materials science; Environmental engineering; Chemistry; Engineering; Sulfur","score_opus":0.00842694035202458,"score_gpt":0.2598327077747545,"score_spread":0.2514057674227299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382790098","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":[0.6404883,0.2047278,0.07057459,0.035062697,0.0020765061,0.00011013999,0.00014103788,0.00035366174,0.046465322],"genre_scores_gemma":[0.9029222,0.07224586,0.01089588,0.002345192,0.000995205,0.00003424567,0.000046211484,0.00003459414,0.010480564],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994017,0.000104589046,0.000023120716,0.000054303207,0.0003504947,0.00006582385],"domain_scores_gemma":[0.9990055,0.00036506495,0.00039479145,0.000039217946,0.00012274188,0.000072730145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006196904,0.00044406994,0.0003347014,0.00046153876,0.0007582902,0.0012624358,0.00046391686,0.0015749009,0.001823624],"category_scores_gemma":[0.00086795376,0.00019869505,0.0003332743,0.0002542228,0.0010763059,0.0010375669,0.0010148721,0.00100865,0.00041378778],"study_design_candidate":"bench_or_experimental","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":[0.0005978988,0.0007065094,0.060523868,0.002917868,0.00014434627,0.004744461,0.0022022976,0.006315802,0.26328716,0.06353418,0.0073798057,0.5876458],"study_design_scores_gemma":[0.000088132016,0.005266213,0.085686244,0.001986491,0.0003057683,0.024987103,0.008290595,0.015753428,0.36732662,0.13520205,0.3548534,0.00025388677],"about_ca_topic_score_codex":0.0009601621,"about_ca_topic_score_gemma":0.0010800615,"teacher_disagreement_score":0.001823624,"about_ca_system_score_codex":0.0005535885,"about_ca_system_score_gemma":0.0012100857,"threshold_uncertainty_score":0.0061006546},"labels":[],"label_agreement":null},{"id":"W4386381498","doi":"10.4236/ojsst.2023.133006","title":"Compare and Contrast LiDAR and Non-LiDAR Technology in an Autonomous Vehicle: Developing a Safety Framework","year":2023,"lang":"en","type":"article","venue":"Open Journal of Safety Science and Technology","topic":"Advanced Neural Network Applications","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":"Athabasca University","funders":"","keywords":"Lidar; Computer science; Situation awareness; Key (lock); Perception; Anticipation (artificial intelligence); Transport engineering; Remote sensing; Computer security; Artificial intelligence; Engineering; Geography","score_opus":0.019992239483431692,"score_gpt":0.30874462410843356,"score_spread":0.28875238462500186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386381498","genre_codex":"methods","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":[0.2418979,0.0021877412,0.7389602,0.0015140167,0.00014034114,0.00037818198,0.00018731374,0.0007656015,0.013968731],"genre_scores_gemma":[0.8206818,0.0007712168,0.17630623,0.00016652446,0.000052043655,0.000117636286,0.0002554204,0.000034321947,0.0016147973],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988864,0.00027328104,0.00004386107,0.00016374039,0.0005139289,0.00011882696],"domain_scores_gemma":[0.9990396,0.00025981132,0.00015819819,0.0000691,0.00040141252,0.000071898285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017361696,0.0006208047,0.00032064292,0.00218557,0.0004809104,0.0018112125,0.0008879683,0.0012111143,0.0007383107],"category_scores_gemma":[0.0025876139,0.00028784966,0.0005577028,0.00061266933,0.0008164295,0.0025281035,0.0017093428,0.0006288931,0.0003033182],"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":[0.00050807424,0.00090643245,0.045009688,0.0004546591,0.00013082867,0.0005313367,0.0008793785,0.2972,0.07256712,0.07896718,0.004039162,0.49880618],"study_design_scores_gemma":[0.000023280654,0.0006132949,0.012029881,0.00008564462,0.000055614433,0.00022569927,0.0008833783,0.92781264,0.027704522,0.021513313,0.008988187,0.000064713466],"about_ca_topic_score_codex":0.005416699,"about_ca_topic_score_gemma":0.0036642288,"teacher_disagreement_score":0.005416699,"about_ca_system_score_codex":0.0011174547,"about_ca_system_score_gemma":0.0012826535,"threshold_uncertainty_score":0.010770321},"labels":[],"label_agreement":null},{"id":"W4414215810","doi":"10.4236/ojsst.2025.153010","title":"Digital Human Modeling for Long, and Low-Volume Assembly Processes: Gas Turbine Assembly Case Study","year":2025,"lang":"en","type":"article","venue":"Open Journal of Safety Science and Technology","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Human factors and ergonomics; Work (physics); Index (typography); Set (abstract data type); Key (lock); Gas turbines; Poison control","score_opus":0.015921386922685486,"score_gpt":0.3380410056688231,"score_spread":0.32211961874613765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414215810","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":[0.95208246,0.00017342831,0.041463397,0.00017857723,0.000019837034,0.00018598125,0.00033299683,0.00013712718,0.005426131],"genre_scores_gemma":[0.97045463,0.00018057604,0.026433354,0.00001659446,0.0000071988006,0.00010317024,0.00018696029,0.000022361466,0.0025951806],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99947375,0.0002348724,0.00003290418,0.00006242437,0.00012839762,0.00006763743],"domain_scores_gemma":[0.99866784,0.00093275565,0.00011348398,0.00013478214,0.00010105302,0.000050082486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091996504,0.00075224665,0.00040716206,0.0008757234,0.0007898773,0.000956667,0.0012510396,0.0017734356,0.0027423971],"category_scores_gemma":[0.0014259326,0.0003149399,0.00079999055,0.0007792261,0.0007358729,0.00049677526,0.0007914082,0.00046965512,0.0003040536],"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":[0.0004834226,0.0008125794,0.02774537,0.0005627478,0.00006109679,0.007976695,0.0030649586,0.8920037,0.011338541,0.005441747,0.0015564527,0.048952635],"study_design_scores_gemma":[0.00006192196,0.0006121126,0.018292163,0.00007340922,0.00007626584,0.0013915957,0.0037377232,0.9563929,0.00907084,0.002054993,0.0081668,0.000069351285],"about_ca_topic_score_codex":0.011312761,"about_ca_topic_score_gemma":0.013879113,"teacher_disagreement_score":0.011312761,"about_ca_system_score_codex":0.0009716557,"about_ca_system_score_gemma":0.00072953774,"threshold_uncertainty_score":0.02249384},"labels":[],"label_agreement":null}]}