{"meta":{"query_hash":"e31fdb4a3a63","filters":{"venue":"Standard Science"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/e31fdb4a3a63","api":"https://metacan.xera.ac/api/v1/cohort?venue=Standard+Science"},"results":[{"id":"W2363524633","doi":"","title":"Review on International Risk Management Practices in Government Public Service Sector","year":2013,"lang":"en","type":"article","venue":"Standard Science","topic":"Evaluation and Optimization Models","field":"Engineering","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":"Government (linguistics); Risk management; Business; Public sector; Value (mathematics); Process (computing); Service (business); Risk analysis (engineering); Public administration; Political science; Finance; Marketing; Economics; Computer science; Economy","score_opus":0.043244637329310234,"score_gpt":0.3134190415395866,"score_spread":0.2701744042102764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363524633","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":[0.0013163151,0.9901624,0.0006450507,0.0015630705,0.00024178978,0.000012973691,0.000115426665,0.000012148734,0.005930885],"genre_scores_gemma":[0.01296063,0.9854702,0.0005400005,0.0003435622,0.00012390174,0.000012853533,0.00010965127,0.0000065998197,0.00043265303],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978543,0.00060038094,0.00052545045,0.00017949165,0.00074709347,0.000093264796],"domain_scores_gemma":[0.99054015,0.0044030696,0.0016390355,0.00024066736,0.0030288948,0.00014811767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004028112,0.0005120997,0.00069572293,0.005505526,0.0002925511,0.0015488192,0.000601407,0.0004521374,0.0019675975],"category_scores_gemma":[0.007957122,0.00020479549,0.00062054355,0.012070002,0.0004749849,0.00152609,0.000537851,0.0006096662,0.00041511355],"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":[0.00007646702,0.00002909813,0.0015735367,0.027257398,0.00015672755,0.000082206534,0.0003877413,0.00069582363,0.0004553811,0.0062511237,0.024286708,0.93874776],"study_design_scores_gemma":[0.000012965467,0.00017744668,0.011766522,0.044825453,0.0008031126,0.0005068115,0.00094249845,0.0002588725,0.0012091723,0.0019349698,0.93753046,0.000031720578],"about_ca_topic_score_codex":0.006658979,"about_ca_topic_score_gemma":0.009981105,"teacher_disagreement_score":0.006658979,"about_ca_system_score_codex":0.0019199043,"about_ca_system_score_gemma":0.006302557,"threshold_uncertainty_score":0.021302938},"labels":[],"label_agreement":null},{"id":"W2371991383","doi":"","title":"Developing Countermeasures on China's Metal and Nonmetal Mine Safety Standards","year":2011,"lang":"en","type":"article","venue":"Standard Science","topic":"Evaluation and Optimization Models","field":"Engineering","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":"Nonmetal; China; Service (business); Mine safety; Safety standards; Engineering; Forensic engineering; Political science; Business; Law; Waste management; Metal; Marketing","score_opus":0.03680983294861191,"score_gpt":0.2814724218870691,"score_spread":0.24466258893845722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371991383","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5614243,0.005412062,0.32380807,0.017501218,0.00048801806,0.0006954145,0.00017367887,0.0005291368,0.089968055],"genre_scores_gemma":[0.97690123,0.0016615452,0.016679551,0.0003076737,0.00004924409,0.00011663931,0.00008452689,0.000015194576,0.0041843764],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.997157,0.00081200467,0.00013127105,0.00021996978,0.0013439258,0.00033586775],"domain_scores_gemma":[0.9974482,0.00056718866,0.00043872063,0.00015173265,0.0012669042,0.00012718681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004649005,0.0005653718,0.0005253011,0.0013651886,0.00068174524,0.0017884924,0.0011898568,0.00096854696,0.0013634565],"category_scores_gemma":[0.0052152374,0.00019670729,0.0004501733,0.0009374276,0.0008643895,0.0016627595,0.0016153251,0.00078149565,0.00008400421],"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":[0.0001453989,0.00027169814,0.025972491,0.00060650276,0.000110592126,0.00025851378,0.0005288407,0.3690216,0.005351192,0.3451038,0.010695601,0.24193382],"study_design_scores_gemma":[0.00013665375,0.0005770741,0.029660387,0.00030993274,0.00014801703,0.000101932994,0.0013335872,0.784816,0.011591899,0.12845828,0.04278571,0.00008045712],"about_ca_topic_score_codex":0.025029307,"about_ca_topic_score_gemma":0.020893715,"teacher_disagreement_score":0.025029307,"about_ca_system_score_codex":0.004333195,"about_ca_system_score_gemma":0.011035115,"threshold_uncertainty_score":0.049767256},"labels":[],"label_agreement":null},{"id":"W2377335074","doi":"","title":"Comparison of Legislation of Veterinary Drug Residue Limits in the Animal-source Products at Home and Abroad","year":2012,"lang":"en","type":"article","venue":"Standard Science","topic":"Pharmacological Effects and Assays","field":"Agricultural and Biological Sciences","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":"Veterinary drug; Veterinary Drugs; Legislation; European union; Business; Agriculture; China; Veterinary medicine; Commission; Food safety; International trade; Biotechnology; Agricultural science; Law; Political science; Medicine; Food science; Geography; Biology; Chemistry","score_opus":0.0504967351878708,"score_gpt":0.3429557686457988,"score_spread":0.292459033457928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377335074","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6318955,0.01108829,0.0070250183,0.0032631457,0.00033641662,0.00027109208,0.0025257154,0.00038238752,0.34321243],"genre_scores_gemma":[0.9640415,0.004089089,0.0066907615,0.0018867714,0.00009895766,0.00025689922,0.002831797,0.00005432422,0.020049835],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939487,0.0006517382,0.0005998022,0.0006271338,0.0036043623,0.00056827354],"domain_scores_gemma":[0.99445325,0.0014705918,0.0011642262,0.0005758582,0.0021055876,0.00023054701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038998278,0.00023252073,0.0001878936,0.0022159268,0.0007068154,0.0016513877,0.00089837576,0.000727324,0.0018096217],"category_scores_gemma":[0.005245259,0.00015854806,0.0005628212,0.0016252362,0.0012081503,0.0009576935,0.0007130037,0.00076581386,0.0003240955],"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":[0.0010540845,0.0011326674,0.22110689,0.0025072303,0.00023028514,0.0016502625,0.0063265427,0.007534578,0.05864261,0.20353177,0.043998804,0.45228434],"study_design_scores_gemma":[0.00006321172,0.0010249865,0.6701816,0.0007288987,0.00020932118,0.0011362241,0.0026086653,0.0023162253,0.03272274,0.00638692,0.2824859,0.00013537146],"about_ca_topic_score_codex":0.016633406,"about_ca_topic_score_gemma":0.015330227,"teacher_disagreement_score":0.016633406,"about_ca_system_score_codex":0.0032537081,"about_ca_system_score_gemma":0.005451164,"threshold_uncertainty_score":0.033073127},"labels":[],"label_agreement":null},{"id":"W2382411623","doi":"","title":"Analysis on the Implementation Effectiveness of Canada Standardization Strategy between the Years of 2008 to 2009","year":2010,"lang":"en","type":"article","venue":"Standard Science","topic":"Evaluation and Optimization Models","field":"Engineering","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":"Standardization; Certification; Accreditation; Work (physics); Engineering management; Business; Process management; Engineering; Political science; Medicine; Medical education","score_opus":0.01228860907689592,"score_gpt":0.30222598301179737,"score_spread":0.28993737393490143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382411623","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":[0.89550984,0.0028620763,0.0014330519,0.01081171,0.00014460782,0.0002816985,0.007268887,0.00014239237,0.08154556],"genre_scores_gemma":[0.98600334,0.00065056665,0.0006404506,0.00053914584,0.000013279598,0.000051903247,0.002500018,0.000023500215,0.009577843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98687625,0.0009907519,0.0004749225,0.0007025848,0.007772052,0.0031834415],"domain_scores_gemma":[0.94795644,0.004866848,0.0039204597,0.0008932835,0.03873489,0.0036279752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007899171,0.00027282385,0.00049408677,0.002778991,0.003274428,0.0038046858,0.0018426452,0.0007614198,0.002738046],"category_scores_gemma":[0.037062123,0.00024478484,0.00065666786,0.0068730316,0.0012734485,0.0011851229,0.0011978706,0.0016959688,0.0002782094],"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":[0.00066483446,0.0003611169,0.7300825,0.00038326616,0.00043436102,0.00035135946,0.006353588,0.010985017,0.0011635155,0.027427543,0.044298276,0.17749462],"study_design_scores_gemma":[0.00003458274,0.00012158355,0.9526409,0.00011079708,0.00015233175,0.00004006483,0.0061529255,0.0040936456,0.00090854167,0.00033833267,0.035348024,0.00005833648],"about_ca_topic_score_codex":0.9937848,"about_ca_topic_score_gemma":0.99415755,"teacher_disagreement_score":0.8847402,"about_ca_system_score_codex":0.11525983,"about_ca_system_score_gemma":0.16417573,"threshold_uncertainty_score":0.83627254},"labels":[],"label_agreement":null}]}