{"meta":{"query_hash":"ab511d96d53a","filters":{"venue":"The Engineer"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/ab511d96d53a","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Engineer"},"results":[{"id":"W4316090899","doi":"10.12968/s0013-7758(22)90230-2","title":"<b>Sound and vision</b>","year":2020,"lang":"en","type":"article","venue":"The Engineer","topic":"Spacecraft Design and Technology","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":"Mainstream; Sound (geography); Telecommunications; Computer science; Engineering; Political science; Acoustics; Law; Physics","score_opus":0.0089939238025115,"score_gpt":0.20476603986356434,"score_spread":0.19577211606105285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316090899","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":[0.6017513,0.0063560135,0.35205656,0.01822942,0.00063833327,0.00038065395,0.0000061916553,0.0046755373,0.015905948],"genre_scores_gemma":[0.99915767,0.000033788994,0.00044339232,0.00022724106,0.00006962588,0.0000027173385,4.6512133e-7,0.00001681788,0.000048257705],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976474,0.0000032040168,0.000043828164,0.000054693337,0.000038419086,0.00009511806],"domain_scores_gemma":[0.9998329,0.000029440924,0.0000026592866,0.00009414871,0.000003797202,0.000037038488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000028763514,0.000061368555,0.000059427482,0.000015880345,0.000016524575,0.000011173687,0.00007824174,0.000038969323,0.000046742858],"category_scores_gemma":[0.00001544964,0.00004275328,0.000012081368,0.00009230782,0.000021672115,0.000024162924,0.000017185324,0.00011380119,0.00009497189],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057137913,0.000047192167,0.0023189522,0.00045771545,0.0005982936,0.00015688372,0.011661456,0.10447211,0.33474585,0.16743487,0.27346802,0.10458152],"study_design_scores_gemma":[0.000696464,0.00012611246,0.0021888444,0.00001096801,0.00004137288,0.000051881067,0.00020999406,0.74258184,0.01631985,0.005181125,0.23212075,0.00047079573],"about_ca_topic_score_codex":4.609768e-7,"about_ca_topic_score_gemma":3.1921442e-7,"teacher_disagreement_score":0.63810974,"about_ca_system_score_codex":0.0000041012504,"about_ca_system_score_gemma":8.6044327e-7,"threshold_uncertainty_score":0.17434281},"labels":[],"label_agreement":null},{"id":"W4320154647","doi":"10.12968/s0013-7758(22)90333-2","title":"GEOFFREY BALLARD: FUEL CELL VISIONARY","year":2022,"lang":"en","type":"article","venue":"The Engineer","topic":"Hybrid Renewable Energy Systems","field":"Energy","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":"Fuel cells; Engineering; Chemical engineering","score_opus":0.005554695648142993,"score_gpt":0.17913810866818972,"score_spread":0.17358341302004673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320154647","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22510712,0.012111663,0.0019834663,0.0025308966,0.008754341,0.00052807195,0.00007603434,0.0012669188,0.7476415],"genre_scores_gemma":[0.9355814,0.000023691657,0.00013729814,0.0003571168,0.0004322618,0.000091399605,0.00003505268,0.00006311121,0.063278675],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986623,0.00016217039,0.00020190884,0.00020652403,0.00043384806,0.00033325257],"domain_scores_gemma":[0.999125,0.00012026631,0.00004488643,0.00061479764,0.000022538112,0.000072492265],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042251553,0.00016002714,0.00015693657,0.00007393596,0.00021718997,0.000019740766,0.000539943,0.00003328887,0.0026989349],"category_scores_gemma":[0.000018351408,0.00011851644,0.00010140884,0.00028764314,0.000019571338,0.000047315418,0.00027355028,0.00025523256,0.00040083827],"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":[0.0000093168055,0.00004096531,0.000024548539,0.00001749175,0.000030712283,0.00004023304,0.00029535693,0.9621002,0.0019631344,0.005547068,0.029448455,0.00048249113],"study_design_scores_gemma":[0.0002749339,0.000033825367,0.00014209437,0.0000030377767,0.000013847364,0.00005353607,0.00022766025,0.022420354,0.00091692375,0.00036894772,0.9753544,0.00019044393],"about_ca_topic_score_codex":0.0010107515,"about_ca_topic_score_gemma":0.000031005457,"teacher_disagreement_score":0.9459059,"about_ca_system_score_codex":0.00010224,"about_ca_system_score_gemma":0.000040452833,"threshold_uncertainty_score":0.99821275},"labels":[],"label_agreement":null}]}