{"meta":{"query_hash":"ce10534c7591","filters":{"venue":"Soil & Environmental Health"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/ce10534c7591","api":"https://metacan.xera.ac/api/v1/cohort?venue=Soil+%26+Environmental+Health"},"results":[{"id":"W4362663432","doi":"10.1016/j.seh.2023.100015","title":"Biochar seeding properties affect struvite crystallization for soil application","year":2023,"lang":"en","type":"article","venue":"Soil & Environmental Health","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Science and Engineering Research Board; Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Biochar; Seeding; Struvite; Crystallization; Environmental science; Soil science; Materials science; Agronomy; Chemical engineering; Pyrolysis; Environmental engineering; Engineering; Biology","score_opus":0.01798755254801967,"score_gpt":0.24459723585824572,"score_spread":0.22660968331022605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362663432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976578,0.0004803849,0.00095077616,0.000018543513,0.000007621035,0.000013689282,0.00014129735,0.000022844832,0.00070711],"genre_scores_gemma":[0.9984774,0.00034499343,0.0007272245,0.000010822466,0.000001701617,0.000008050255,0.00010014649,0.000014128692,0.00031557257],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998783,0.000016596658,0.000010979632,0.00002541795,0.00003937012,0.000029402892],"domain_scores_gemma":[0.99980086,0.00006821456,0.000049861024,0.000009030495,0.00005219862,0.00001987699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015737518,0.00024738544,0.00019505681,0.00014836776,0.000137185,0.00040274565,0.000120026896,0.00020593789,0.0005873008],"category_scores_gemma":[0.00035693252,0.00011451308,0.00024325629,0.00020261762,0.00013689073,0.00021546199,0.00013972652,0.00026831368,0.00016271204],"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":[0.000049882976,0.0000118768785,0.0010187677,0.000039860774,0.000005407591,0.000033263277,0.000010558227,0.00018744144,0.99739194,0.000016378324,0.000013996625,0.001220613],"study_design_scores_gemma":[0.0000033034787,0.00013738495,0.015923673,0.0000065227796,0.000017759387,0.000054610136,0.00005111522,0.0010254026,0.98227614,0.00002383132,0.0004749419,0.0000052755568],"about_ca_topic_score_codex":0.0016639434,"about_ca_topic_score_gemma":0.0038014322,"teacher_disagreement_score":0.0016639434,"about_ca_system_score_codex":0.00023465163,"about_ca_system_score_gemma":0.00021012458,"threshold_uncertainty_score":0.003308475},"labels":[],"label_agreement":null},{"id":"W4381332281","doi":"10.1016/j.seh.2023.100023","title":"Effects of burn severity on organic nitrogen and carbon chemistry in high-elevation forest soils","year":2023,"lang":"en","type":"article","venue":"Soil & Environmental Health","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"State of Florida; High Magnetic Field Laboratory, Chinese Academy of Sciences; Rocky Mountain Research Station; Division of Chemistry; National Institute of Food and Agriculture; National High Magnetic Field Laboratory; Division of Materials Research; U.S. Department of Agriculture; Natural Sciences and Engineering Research Council of Canada; U.S. Forest Service; National Science Foundation","keywords":"Soil water; Environmental chemistry; Organic matter; Nitrogen; Soil carbon; Soil organic matter; Environmental science; Total organic carbon; Mineralization (soil science); Chemistry; Soil science","score_opus":0.0034208603937777105,"score_gpt":0.19744947867643606,"score_spread":0.19402861828265835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381332281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9997702,0.000067736066,0.000028312934,0.00000404903,5.71256e-7,0.000002672226,0.000036693582,0.0000012027676,0.000088588145],"genre_scores_gemma":[0.9995084,0.00009203493,0.00013743932,0.00001539649,0.0000013524067,0.000004442095,0.00013721891,8.028095e-7,0.00010296508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998685,0.000016904476,0.000009179609,0.000044870063,0.000030086152,0.000030494144],"domain_scores_gemma":[0.9997683,0.00002562597,0.00009105354,0.000009961206,0.000048849684,0.000056190638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016600158,0.00021731101,0.00013636803,0.00031464756,0.00034891246,0.00033049283,0.0001197008,0.0001931627,0.00021968804],"category_scores_gemma":[0.00014016821,0.0001184509,0.00010765977,0.00026406985,0.0002253912,0.0001902888,0.00016882378,0.00021117099,0.00003851615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005044955,0.00015194312,0.81285733,0.00004264259,0.00007043379,0.00016083295,0.00020016021,0.0002732699,0.17995293,0.000019521598,0.000056000044,0.00571042],"study_design_scores_gemma":[0.0000010256284,0.000030170246,0.99804306,8.8882376e-7,0.000003901292,0.000023175631,0.00005761836,0.000077834324,0.0017259261,0.0000028812067,0.00003255838,9.750245e-7],"about_ca_topic_score_codex":0.022946589,"about_ca_topic_score_gemma":0.060966257,"teacher_disagreement_score":0.022946589,"about_ca_system_score_codex":0.0004446217,"about_ca_system_score_gemma":0.00021614965,"threshold_uncertainty_score":0.045626044},"labels":[],"label_agreement":null},{"id":"W4391256801","doi":"10.1016/j.seh.2024.100062","title":"Modelling phytoremediation: Concepts, methods, challenges and perspectives","year":2024,"lang":"en","type":"article","venue":"Soil & Environmental Health","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"Government of Alberta","keywords":"Phytoremediation; Biogeochemical cycle; Environmental science; Mineralization (soil science); Ecology; Soil water; Soil science; Biology","score_opus":0.045465699274790834,"score_gpt":0.31601471336674103,"score_spread":0.2705490140919502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391256801","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009807081,0.03864656,0.9342009,0.007331207,0.00036243556,0.00015991277,0.0006909632,0.00050770084,0.00829327],"genre_scores_gemma":[0.22531682,0.13891216,0.624938,0.0012880161,0.0009905678,0.0010840019,0.0014774833,0.00047978913,0.0055131307],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99848324,0.0006602066,0.0001466353,0.00024368243,0.000384695,0.00008157577],"domain_scores_gemma":[0.99738187,0.0015595321,0.00023555588,0.00026238692,0.00044747398,0.00011311455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034282287,0.001554928,0.0014707064,0.0016523218,0.000597289,0.0038326473,0.0034909372,0.0028209398,0.0016336256],"category_scores_gemma":[0.004258447,0.0008196228,0.0020292075,0.0019979407,0.0021463525,0.0042030243,0.0024545616,0.003169403,0.00065458525],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003251886,0.00009926422,0.0043704384,0.0031382046,0.0002900847,0.00018817667,0.00057363795,0.6765432,0.0044330456,0.20733747,0.0042367396,0.098757274],"study_design_scores_gemma":[0.000026488944,0.00009374877,0.0013903384,0.0007637849,0.00010515919,0.0002478519,0.00046642532,0.6945186,0.0020956558,0.22309162,0.07706549,0.00013477684],"about_ca_topic_score_codex":0.012340516,"about_ca_topic_score_gemma":0.00777803,"teacher_disagreement_score":0.012340516,"about_ca_system_score_codex":0.0017252981,"about_ca_system_score_gemma":0.002682099,"threshold_uncertainty_score":0.024537385},"labels":[],"label_agreement":null},{"id":"W4409040558","doi":"10.1016/j.seh.2025.100148","title":"Role of permafrost thaw transitions in biogeochemical nitrogen cycling","year":2025,"lang":"en","type":"article","venue":"Soil & Environmental Health","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada); The Scarborough Hospital","funders":"State of Florida; Division of Biological Infrastructure; Division of Chemistry; Division of Materials Research; Biological and Environmental Research; Natural Sciences and Engineering Research Council of Canada; National Science Foundation; Vetenskapsrådet; Deutsche Forschungsgemeinschaft; Office of Environmental Management; Polarforskningssekretariatet","keywords":"Biogeochemical cycle; Permafrost; Cycling; Nitrogen; Environmental science; Nitrogen cycle; Earth science; Physical geography; Environmental chemistry; Ecology; Geography; Geology; Chemistry; Forestry; Biology","score_opus":0.012108204959713195,"score_gpt":0.238760637650379,"score_spread":0.22665243269066582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409040558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969975,0.000733375,0.0007104947,0.000068964415,0.000012573471,0.00000750696,0.00031897493,0.000040044433,0.001110589],"genre_scores_gemma":[0.99890697,0.00021293554,0.0003349496,0.000057398178,0.000006220269,0.0000063913412,0.00024300616,0.000010512908,0.00022166154],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99991524,0.00001020753,0.0000054032785,0.00002885385,0.000016905055,0.000023364177],"domain_scores_gemma":[0.99985886,0.000028632063,0.000046441815,0.000006671807,0.000028489394,0.000030788753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026122644,0.0002712658,0.00025308106,0.00029347607,0.0005733015,0.0005230318,0.00019506928,0.00031612118,0.000849722],"category_scores_gemma":[0.0002159694,0.00012735353,0.00020895162,0.00019921408,0.0003868625,0.0004512947,0.00041746398,0.00026346833,0.00010392367],"study_design_candidate":"observational","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":[0.0006313398,0.00006861908,0.30585793,0.00026869058,0.00011983175,0.00066051434,0.000523179,0.0017139808,0.668483,0.00044169632,0.0003178799,0.020913357],"study_design_scores_gemma":[0.0000048354505,0.00008530138,0.96435404,0.000021705402,0.000026042806,0.00011449867,0.00043357784,0.002796411,0.029763596,0.00044842984,0.0019345316,0.000016907941],"about_ca_topic_score_codex":0.006436364,"about_ca_topic_score_gemma":0.0087518515,"teacher_disagreement_score":0.006436364,"about_ca_system_score_codex":0.00056578236,"about_ca_system_score_gemma":0.0004104614,"threshold_uncertainty_score":0.0127978325},"labels":[],"label_agreement":null}]}