{"meta":{"query_hash":"da160f698c03","filters":{"venue":"2018 Detroit, Michigan July 29 - August 1, 2018"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/da160f698c03","api":"https://metacan.xera.ac/api/v1/cohort?venue=2018+Detroit%2C+Michigan+July+29+-+August+1%2C+2018"},"results":[{"id":"W2885370426","doi":"10.13031/aim.201801509","title":"Dual Benefits For Energy Conservation Measures In Turkey Farming: MI Turkey Farm Increases Energy Efficiency and Turkey Conditions Simultaneously","year":2018,"lang":"en","type":"article","venue":"2018 Detroit, Michigan July 29 - August 1, 2018","topic":"Animal Nutrition and Physiology","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":"Barn; Environmental science; Animal science; Energy conservation; Feed conversion ratio; Toxicology; Engineering; Body weight; Biology; Electrical engineering; Civil engineering","score_opus":0.02307870606803916,"score_gpt":0.2308981882359157,"score_spread":0.20781948216787655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885370426","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":[0.9957083,0.00072745053,0.00011615592,0.00063990935,0.00034945906,0.00029997784,0.0010149241,0.00014909146,0.000994759],"genre_scores_gemma":[0.99433035,0.0001924471,0.00019773578,0.0020568082,0.0012218248,0.00008730796,0.00085040944,0.000011394879,0.0010517404],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99733454,0.00019706074,0.00062099367,0.0008214028,0.00029054846,0.00073543895],"domain_scores_gemma":[0.9981992,0.0007079214,0.00028236967,0.00016339707,0.00035028785,0.00029679987],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002547814,0.0004445722,0.0004976301,0.00011124756,0.00062573096,0.00012351527,0.00034585292,0.0003666359,0.00030337763],"category_scores_gemma":[0.0002810565,0.0002552533,0.00016834059,0.0005098385,0.0006428884,0.00020964167,0.00012683014,0.00017354087,0.000046548717],"study_design_candidate":"bench_or_experimental","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":[0.0017593063,0.0016040489,0.002050691,0.00006629381,0.0001339487,0.000030971416,0.0004893667,0.00019328968,0.89963186,0.016560052,0.066008,0.0114721805],"study_design_scores_gemma":[0.005397355,0.00918569,0.056609772,0.00041014148,0.00020393796,0.0003429438,0.0015466786,0.01328787,0.04403086,0.011552285,0.8544939,0.002938572],"about_ca_topic_score_codex":0.0118051255,"about_ca_topic_score_gemma":0.024996547,"teacher_disagreement_score":0.855601,"about_ca_system_score_codex":0.00005090121,"about_ca_system_score_gemma":0.00005454373,"threshold_uncertainty_score":0.99999},"labels":[],"label_agreement":null},{"id":"W2886735286","doi":"10.13031/aim.201801011","title":"50-ohm RF technology based applicator design and fabrication for disinfestation of insect pests in stored grains","year":2018,"lang":"en","type":"article","venue":"2018 Detroit, Michigan July 29 - August 1, 2018","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Agriculture - Saskatchewan","keywords":"Materials science; Fabrication; Welding; Ohm; Electrode; Coaxial; Electrical engineering; Casing; Radio frequency; Cable gland; Electromagnetic shielding; Optoelectronics; Composite material; Mechanical engineering; Engineering","score_opus":0.01558138173173055,"score_gpt":0.22737304359100316,"score_spread":0.21179166185927262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886735286","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":[0.32863322,0.00029069636,0.66973937,0.00005526108,0.00016594808,0.0005736339,0.000053445245,0.00029309103,0.00019536326],"genre_scores_gemma":[0.966437,0.00003935473,0.032886505,0.000047267138,0.00012963319,0.00019021139,0.000080046855,0.0000750962,0.00011492527],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987061,0.000026907548,0.00043871213,0.00035259675,0.00014877101,0.00032692406],"domain_scores_gemma":[0.99910027,0.00010589856,0.00016028024,0.00035686558,0.00019665275,0.00008005423],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025627462,0.00024078309,0.00028462862,0.0005404454,0.00009051357,0.00003445784,0.00022502121,0.0002217221,0.000020049296],"category_scores_gemma":[0.00018593403,0.0002586788,0.000040728784,0.0006533037,0.00025263117,0.00020018945,0.00002444266,0.00012314,0.000022552995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063646946,0.00068222405,0.008403819,0.002371499,0.00021093167,0.0000033731442,0.0030340552,0.010986923,0.891695,0.003752762,0.0471257,0.031097198],"study_design_scores_gemma":[0.0073226206,0.0023680984,0.021349419,0.00055569474,0.00020816948,0.00002845685,0.0006736441,0.27676475,0.58092207,0.01435515,0.09334943,0.002102528],"about_ca_topic_score_codex":0.000028667126,"about_ca_topic_score_gemma":0.00021512849,"teacher_disagreement_score":0.63780373,"about_ca_system_score_codex":0.00007697743,"about_ca_system_score_gemma":0.0000883505,"threshold_uncertainty_score":0.9999865},"labels":[],"label_agreement":null},{"id":"W2887176200","doi":"10.13031/aim.201801588","title":"&amp;lt;i&amp;gt;Comparison of RZWQM2 and DNDC model in simulating greenhouse gas emission, crop yield and subsurface drainage&amp;lt;/i&amp;gt;","year":2018,"lang":"en","type":"article","venue":"2018 Detroit, Michigan July 29 - August 1, 2018","topic":"Soil and Unsaturated Flow","field":"Engineering","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":"Drainage; Environmental science; Irrigation; Manure; Greenhouse gas; Water content; Crop yield; Soil water; Agronomy; Environmental engineering; Hydrology (agriculture); Soil science; Ecology; Geotechnical engineering; Geology","score_opus":0.030361019306325194,"score_gpt":0.26172021370759235,"score_spread":0.23135919440126715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887176200","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":[0.9829094,0.0027391291,0.0075860256,0.00009399106,0.00069266214,0.0005077845,0.00012363613,0.0005701054,0.0047772587],"genre_scores_gemma":[0.9769185,0.00019479381,0.016529305,0.00010566583,0.0005302653,0.00001801367,0.00008347602,0.0002797801,0.0053401804],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99545103,0.00011137795,0.001410944,0.001087049,0.0006197649,0.0013198532],"domain_scores_gemma":[0.99706596,0.00039114567,0.00038039856,0.0013050706,0.00027062336,0.000586794],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00064591045,0.0009798106,0.001228064,0.00055318547,0.0003630757,0.00021595687,0.0005920631,0.0007769497,0.00022144559],"category_scores_gemma":[0.0005636128,0.0009766242,0.00017988011,0.0008552043,0.00058209145,0.00062800915,0.0003076693,0.0009726587,0.00030992038],"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":[0.0010308326,0.0006955808,0.018671768,0.0011692026,0.0005052961,0.000020576728,0.021215545,0.066747576,0.7531177,0.00016498815,0.1269422,0.009718749],"study_design_scores_gemma":[0.011128044,0.0012261422,0.022226224,0.004080881,0.000909403,0.0002478645,0.00085650885,0.68744946,0.06153931,0.0043672035,0.19808035,0.007888627],"about_ca_topic_score_codex":0.0002988762,"about_ca_topic_score_gemma":0.008716572,"teacher_disagreement_score":0.6915784,"about_ca_system_score_codex":0.0001256536,"about_ca_system_score_gemma":0.00011119822,"threshold_uncertainty_score":0.9992684},"labels":[],"label_agreement":null}]}