{"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":"f9def601212e","filters":{"venue":"2021 ASABE Annual International Virtual Meeting, July 12-16, 2021"}},"results":[{"id":"W3177886965","doi":"10.13031/aim.202100271","title":"Long-term simulation of snow cover and potential impacts on seasonal soil frost dynamics over croplands across Canada","year":2021,"lang":"en","type":"article","venue":"2021 ASABE Annual International Virtual Meeting, July 12-16, 2021","topic":"Climate change and permafrost","field":"Earth and Planetary 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":"Environmental science; Frost (temperature); Snow; Climate change; Overwintering; Global warming; Hydrology (agriculture); Atmospheric sciences; Ecology; Geology; Meteorology; Geography","authors":[{"name":"Ziwei Li","is_ca":false},{"name":"Zhiming Qi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01248450757185171,"gpt":0.2585836261719038,"spread":0.2460991186000521,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002555202,0.0005134345,0.0002956849,0.0003393167,0.0008953401,0.0006953206,0.001037703,0.0006555361,0.001158801],"category_scores_gemma":[0.00051629,0.000278465,0.0006293935,0.0005482945,0.0005648395,0.0003156309,0.0003424722,0.0004283881,0.00009767897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01059583,"about_ca_system_score_gemma":0.006225542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9536908,"about_ca_topic_score_gemma":0.9552979,"domain_scores_codex":[0.9998925,0.00001161285,0.000004762033,0.00002403475,0.0000202462,0.00004684108],"domain_scores_gemma":[0.9997177,0.00005489536,0.00002654997,0.00001409764,0.0001066862,0.00008015111],"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":[0.000296771,0.0002008616,0.1136076,0.00004376754,0.0001182481,0.0002706303,0.0001042233,0.8755618,0.003072418,0.0004630391,0.001011913,0.005248705],"study_design_scores_gemma":[0.0001021532,0.0001431854,0.1051809,0.00001436487,0.00005379859,0.00002679219,0.0003504852,0.8918714,0.001147734,0.0001194253,0.0009566055,0.00003312602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982259,0.00003861079,0.0001939099,0.00004888366,0.00000482922,0.00000947418,0.0006467851,0.00003109902,0.0008005356],"genre_scores_gemma":[0.9983634,0.00004605934,0.0003588663,0.0000127908,0.00000100077,0.000006322462,0.0007536235,0.000004966786,0.000453027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04630917,"threshold_uncertainty_score":0.09316373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3179288316","doi":"10.13031/aim.202101151","title":"Characteristics of physical water quality variation under heat storage in closed saline water aquaculture ponds in the tropics","year":2021,"lang":"en","type":"article","venue":"2021 ASABE Annual International Virtual Meeting, July 12-16, 2021","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Development Research Centre","funders":"","keywords":"Aquaculture; Environmental science; Salinity; Saline water; Stratification (seeds); Water quality; Turbidity; Thermohaline circulation; Convection; Hydrology (agriculture); Oceanography; Fishery; Ecology; Biology; Geology; Meteorology; Agronomy; Fish <Actinopterygii>","authors":[{"name":"Akinori Ozaki","is_ca":true},{"name":"Panitan Kaewjantawee","is_ca":false},{"name":"Nguyen Van Thinh","is_ca":false},{"name":"Masaru Matsumoto","is_ca":false},{"name":"Masayoshi Harada","is_ca":false},{"name":"Kunihiko Hamagami","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01626160214187954,"gpt":0.2644161090577739,"spread":0.2481545069158944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001604846,0.0002183078,0.0002361865,0.0007114324,0.0003770633,0.0003583844,0.000153427,0.0002388355,0.0007682245],"category_scores_gemma":[0.0003800068,0.0001374863,0.0002351636,0.0009802786,0.0005015489,0.0002958383,0.0003807003,0.0001989923,0.0001076748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004088715,"about_ca_system_score_gemma":0.0002251481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008852742,"about_ca_topic_score_gemma":0.01339872,"domain_scores_codex":[0.9998865,0.00001288808,0.00001021341,0.00003548803,0.00003226347,0.00002254204],"domain_scores_gemma":[0.9994684,0.00006246209,0.0002134471,0.00001682639,0.0001062417,0.0001326502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003465958,0.00006066558,0.9522055,0.00003561323,0.00005150738,0.0005904157,0.001111672,0.0002930264,0.04217132,0.00002040984,0.0001018963,0.003011388],"study_design_scores_gemma":[0.000001530459,0.00006530277,0.9988102,0.000001357418,0.000004992654,0.00006037965,0.0004162107,0.0001650503,0.0004294731,0.000004822185,0.00003765781,0.000003054962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996935,0.00001211265,0.00005095786,0.00000460302,0.000001030504,0.000003153335,0.0001148861,0.000002461593,0.0001172576],"genre_scores_gemma":[0.9996815,0.00001296985,0.00004485439,0.000006664061,0.000001328305,0.000005946265,0.0001341941,9.43686e-7,0.0001116435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008852742,"threshold_uncertainty_score":0.01760244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}