{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"1cb6770487a3","filters":{"venue":"2010 Pittsburgh, Pennsylvania, June 20 - June 23, 2010"}},"results":[{"id":"W2076742298","doi":"10.13031/2013.29610","title":"Developing Postharvest Disinfestation Treatments for Legumes Using Radio Frequency Energy","year":2010,"lang":"en","type":"article","venue":"2010 Pittsburgh, Pennsylvania, June 20 - June 23, 2010","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Washington State University; McMaster University; U.S. Department of Agriculture","keywords":"Postharvest; Phytosanitary certification; Radio frequency; Germination; Fumigation; Moisture; Environmental science; Dielectric heating; Legume; Horticulture; Materials science; Pulp and paper industry; Agronomy; Composite material; Optoelectronics; Biology; Electrical engineering","authors":[{"name":"S Wang","is_ca":false},{"name":"Ghanshyam Tiwari","is_ca":false},{"name":"Shunshan Jiao","is_ca":false},{"name":"Jeff Johnson","is_ca":false},{"name":"Juming Tang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02614079644941716,"gpt":0.2483599062100436,"spread":0.2222191097606264,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004629479,0.0007475686,0.0007198022,0.0001124414,0.0009891199,0.0005290285,0.0007923094,0.0005842117,0.000555946],"category_scores_gemma":[0.0002050457,0.0003910747,0.0003577386,0.0005272984,0.0002884903,0.001314691,0.0001230888,0.0005086941,0.00008732251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001626544,"about_ca_system_score_gemma":0.0001796631,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006474545,"about_ca_topic_score_gemma":0.04498793,"domain_scores_codex":[0.9962881,0.0001245137,0.0008322952,0.001026973,0.0005174354,0.001210743],"domain_scores_gemma":[0.9979422,0.0004290921,0.000478897,0.0003536052,0.0004610548,0.0003351347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009764794,0.0002174517,0.00287756,0.00001814058,0.0001174052,0.00002390101,0.0001575741,0.000009922566,0.9701611,0.01189333,0.003829326,0.0105966],"study_design_scores_gemma":[0.006847199,0.001701311,0.5452936,0.0002924594,0.001021525,0.0005658384,0.00108981,0.001884471,0.0684243,0.1204811,0.2464828,0.005915566],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858396,0.0003312759,0.001204832,0.003357705,0.007403585,0.000928378,0.0002024694,0.0003176684,0.0004144646],"genre_scores_gemma":[0.9759097,0.0001755359,0.007130528,0.0004749194,0.002395215,0.0002176636,0.0009894826,0.00003316695,0.01267376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9017369,"threshold_uncertainty_score":0.9998541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2221768982","doi":"10.13031/2013.29614","title":"USLE \"C\" Values for Louisiana Sugarcane","year":2010,"lang":"en","type":"article","venue":"2010 Pittsburgh, Pennsylvania, June 20 - June 23, 2010","topic":"Irrigation Practices and Water Management","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":"Cropping; Universal Soil Loss Equation; Soil loss; Soil conservation; Crop; Quarter (Canadian coin); Environmental science; Cropping system; Erosion; Mathematics; Hydrology (agriculture); Agronomy; Agroforestry; Geography; Agriculture; Engineering; Biology","authors":[{"name":"R. L. Bengtson","is_ca":false},{"name":"H. M. Selim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01893799823792754,"gpt":0.2408196597784071,"spread":0.2218816615404795,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001180891,0.0005558139,0.0005601834,0.00008060091,0.000776284,0.0004681314,0.001082134,0.0004164051,0.004778079],"category_scores_gemma":[0.0001928623,0.0002689354,0.0003652888,0.000455541,0.000248907,0.0008674156,0.0003197066,0.0007565325,0.0009703557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003780471,"about_ca_system_score_gemma":0.00003185238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179669,"about_ca_topic_score_gemma":0.006535257,"domain_scores_codex":[0.9964471,0.0001028474,0.0007303614,0.001019384,0.0006337301,0.001066577],"domain_scores_gemma":[0.9978307,0.0004212381,0.0004918456,0.0004773916,0.0003491793,0.0004295882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001824755,0.000538994,0.001931499,0.00005384639,0.0001176933,0.00002275783,0.0003028522,0.000004972705,0.3397682,0.005650537,0.6182976,0.03312854],"study_design_scores_gemma":[0.000760488,0.00030325,0.02078768,0.00002070621,0.0001249893,0.00002261059,0.0003005422,0.0002104509,0.006056071,0.01649493,0.954147,0.0007712248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207407,0.0003964616,0.0002519549,0.04958034,0.02000151,0.002410795,0.0002378709,0.0005735485,0.005806838],"genre_scores_gemma":[0.7155954,0.0002336517,0.002458385,0.002625142,0.004508392,0.0003240312,0.0009561233,0.0000335299,0.2732654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3358494,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}