{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"da160f698c03","filters":{"venue":"2018 Detroit, Michigan July 29 - August 1, 2018"}},"results":[{"id":"W2887176200","doi":"10.13031/aim.201801588","title":"<i>Comparison of RZWQM2 and DNDC model in simulating greenhouse gas emission, crop yield and subsurface drainage</i>","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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Qianjing Jiang","is_ca":false},{"name":"Zhiming Qi","is_ca":false},{"name":"Chandra A. Madramootoo","is_ca":false},{"name":"Ward Smith","is_ca":false},{"name":"Naeem Akhtar Abbasi","is_ca":false},{"name":"Tiequan Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03036101930632519,"gpt":0.2617202137075924,"spread":0.2313591944012671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006001745,0.0006608007,0.0004876254,0.0002035442,0.0002160538,0.0004134335,0.0009119491,0.0005276383,0.001304166],"category_scores_gemma":[0.0006164552,0.000249344,0.0004458778,0.0002663659,0.0001872444,0.0004258385,0.0002601591,0.0004409632,0.0002289025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117548,"about_ca_system_score_gemma":0.001305329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1131491,"about_ca_topic_score_gemma":0.08234731,"domain_scores_codex":[0.9998659,0.00003576409,0.00001028439,0.00003095183,0.00003397074,0.00002320703],"domain_scores_gemma":[0.9997078,0.0001120896,0.00002577987,0.00002543044,0.0001057741,0.00002316488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002706834,0.0001715345,0.007174606,0.00008883619,0.00004143985,0.00005704008,0.0000350694,0.9690825,0.006765653,0.0004378702,0.0005761597,0.01529851],"study_design_scores_gemma":[0.00003398351,0.00004251303,0.0009019685,0.000001565814,0.000006914309,0.000001924019,0.00000813233,0.9973339,0.001414969,0.00003537388,0.0002145392,0.000004243475],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573011,0.0001730075,0.03240588,0.000230153,0.00004770666,0.0001271009,0.00121676,0.001523996,0.006974446],"genre_scores_gemma":[0.9844589,0.00007425658,0.01304727,0.00004430558,0.000004213972,0.00007018888,0.0007344811,0.00005638754,0.001509932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1131491,"threshold_uncertainty_score":0.224981,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Roland Jampit Macana","is_ca":false},{"name":"Tolen Tombung Moirangthem","is_ca":false},{"name":"Oon‐Doo Baik","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01558138173173055,"gpt":0.2273730435910032,"spread":0.2117916618592726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003079641,0.0003723827,0.0002522694,0.0003316041,0.0001931679,0.0003304985,0.0006192756,0.0006148709,0.001047768],"category_scores_gemma":[0.0003718456,0.0002650854,0.0003804136,0.0002104452,0.0001794301,0.0003963554,0.0001654439,0.0001917852,0.0006980351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004335248,"about_ca_system_score_gemma":0.0003701187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000400516,"about_ca_topic_score_gemma":0.001006055,"domain_scores_codex":[0.9997409,0.00003161394,0.00002105709,0.00007624159,0.00009255026,0.00003759496],"domain_scores_gemma":[0.999642,0.0000519878,0.0001564218,0.00003889761,0.0000941671,0.00001649029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000416256,0.00002091055,0.0005031108,0.0001714838,0.000007452539,0.0001200169,0.00005471702,0.0005636541,0.9870523,0.0003686777,0.000488329,0.01060768],"study_design_scores_gemma":[0.00003271026,0.001476557,0.0091404,0.0000292784,0.00007608854,0.001148124,0.0000820895,0.009282641,0.9531327,0.0001524424,0.02540539,0.00004144946],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6676884,0.003147701,0.3159975,0.0005057036,0.0004184853,0.0005505774,0.0004713373,0.001696578,0.009523577],"genre_scores_gemma":[0.7383689,0.001056136,0.2534054,0.0001442307,0.00007333211,0.0002583298,0.0002317906,0.0001019399,0.006359879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001047768,"threshold_uncertainty_score":0.003505111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Jessica A Mehall","is_ca":false},{"name":"Aryn A Thomas","is_ca":false},{"name":"Jacqueline T Thelen","is_ca":false},{"name":"Aluel Go","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02307870606803916,"gpt":0.2308981882359157,"spread":0.2078194821678765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005464986,0.0002564268,0.0001713188,0.0004026284,0.0007044685,0.0009414133,0.000640577,0.0006049209,0.007107528],"category_scores_gemma":[0.0003936375,0.0001292592,0.0002287194,0.0003271502,0.0002963391,0.0005111943,0.000731226,0.0004647047,0.0006635427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111068,"about_ca_system_score_gemma":0.001322607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004663765,"about_ca_topic_score_gemma":0.03559621,"domain_scores_codex":[0.9996752,0.00009713959,0.00001440326,0.00004974139,0.00007542424,0.00008809473],"domain_scores_gemma":[0.9995529,0.0000421705,0.00006640927,0.00002721795,0.00006682694,0.0002444204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006263725,0.01726688,0.1494761,0.0008707558,0.0002763079,0.001747406,0.001368929,0.001247167,0.2324491,0.002205325,0.02695722,0.5598711],"study_design_scores_gemma":[0.0005536738,0.01776216,0.9048353,0.0002203766,0.0002936411,0.0007284015,0.005623824,0.002575989,0.02291521,0.00087585,0.04353563,0.0000798758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787391,0.0003040741,0.0007909861,0.002657966,0.0001042522,0.00009981684,0.0001116815,0.0001292862,0.01706279],"genre_scores_gemma":[0.984126,0.0002119344,0.006376041,0.0008490417,0.00003940433,0.0001089041,0.0001755663,0.00001874308,0.00809445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007107528,"threshold_uncertainty_score":0.02377707,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}