{"meta":{"query_hash":"6c364f5f45e1","filters":{"venue":"Journal of Lake Sciences"},"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/6c364f5f45e1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Lake+Sciences"},"results":[{"id":"W2353969070","doi":"10.18307/2009.0609","title":"Simulation on the sediments affecting &lt;i&gt;Microcystis&lt;/i&gt; recruitment in north bay of Lake Dianchi","year":2009,"lang":"en","type":"article","venue":"Journal of Lake Sciences","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":2,"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":"Bay; Microcystis; Estuary; Environmental science; Biomass (ecology); Algal bloom; Oceanography; Hydrology (agriculture); Fishery; Phytoplankton; Geology; Ecology; Biology; Cyanobacteria; Nutrient","score_opus":0.029172795041895547,"score_gpt":0.27040631769506485,"score_spread":0.2412335226531693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353969070","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":[0.9948357,0.000053255975,0.00029153697,0.00040940384,0.0002838462,0.0002822083,0.000009571355,0.000003910661,0.0038305626],"genre_scores_gemma":[0.9991525,0.000020670323,0.00052773865,0.00014616617,0.00006843148,0.0000017539528,9.734895e-7,0.0000036689626,0.00007814434],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99814117,0.00013764536,0.00056200894,0.00017491347,0.0007412135,0.0002430322],"domain_scores_gemma":[0.99863946,0.00044708123,0.00068021985,0.00013768866,0.000020085681,0.00007547854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963161,0.00012541015,0.00023079153,0.000091438465,0.00019005047,0.00004442524,0.00039895994,0.000041646854,0.0002678937],"category_scores_gemma":[0.00017348898,0.00007655969,0.0000803557,0.00055319443,0.00014747068,0.0002909209,0.00003936887,0.00014779846,0.000022210104],"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":[0.000037358106,0.0002223942,0.36897555,0.000010576999,0.000013144649,0.000019296205,0.0015444256,0.6112227,0.0054237824,0.00040302784,0.00028768543,0.011840069],"study_design_scores_gemma":[0.00054979,0.0011231137,0.91977113,0.00028124434,0.000018803017,0.000025364607,0.00015977507,0.06712382,0.0004817542,0.00075651746,0.009500958,0.00020772505],"about_ca_topic_score_codex":0.000004807699,"about_ca_topic_score_gemma":0.01400716,"teacher_disagreement_score":0.55079556,"about_ca_system_score_codex":0.00009499336,"about_ca_system_score_gemma":0.000037603928,"threshold_uncertainty_score":0.7816324},"labels":[],"label_agreement":null},{"id":"W2377453426","doi":"10.18307/2009.0201","title":"Progress in lake water color remote sensing","year":2009,"lang":"en","type":"article","venue":"Journal of Lake Sciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ASTER","funders":"","keywords":"Remote sensing; Ocean color; Environmental science; Satellite; Scale (ratio); Water quality; Key (lock); Status quo; Remote sensing application; Computer science; Meteorology; Geology; Geography; Hyperspectral imaging; Engineering","score_opus":0.014993639929873466,"score_gpt":0.2313325458916339,"score_spread":0.21633890596176045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2377453426","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":[0.98217475,0.00021656309,0.000036083136,0.002251942,0.00042739828,0.000056832596,0.00000430731,0.0000065391437,0.014825609],"genre_scores_gemma":[0.99760526,0.000020009968,0.0017996348,0.0002375581,0.00017100578,4.9100315e-9,0.0000016118508,7.1009225e-7,0.00016422634],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987721,0.000064793414,0.00035682603,0.00011625853,0.00040670435,0.00028331074],"domain_scores_gemma":[0.9996122,0.000036200225,0.00014617607,0.000057061392,0.000057437832,0.00009092516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013701094,0.0000781946,0.00018197054,0.00018165633,0.000115230214,0.00013825155,0.00024349909,0.000032810294,0.00047432675],"category_scores_gemma":[0.000023280323,0.00004281136,0.00005319883,0.00030238912,0.00010918372,0.00040798096,0.000007914554,0.00013230198,0.000030469088],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053431864,0.000015352533,0.22703968,0.0000093740755,0.0000047094727,0.00033323793,0.0003517009,0.0009774859,0.000055221746,0.000014407742,0.00029088501,0.77085453],"study_design_scores_gemma":[0.00084529957,0.002573034,0.82171136,0.0002744357,0.000017034537,0.0016444515,0.0008076677,0.060760036,0.0007238898,0.00516392,0.105083,0.00039589516],"about_ca_topic_score_codex":0.00007828163,"about_ca_topic_score_gemma":0.05802232,"teacher_disagreement_score":0.77045864,"about_ca_system_score_codex":0.000002110814,"about_ca_system_score_gemma":0.000069844515,"threshold_uncertainty_score":0.95916635},"labels":[],"label_agreement":null},{"id":"W4226272300","doi":"10.18307/2022.0210","title":"Changes of rivers and lakes water quality in Lake Ebinur Basin, Xinjiang(2005-2020)","year":2022,"lang":"en","type":"article","venue":"Journal of Lake Sciences","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":8,"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":"Water quality; Environmental science; Structural basin; Trophic level; Eutrophication; Hydrology (agriculture); Trophic state index; Ecology; Nutrient; Geology; Biology","score_opus":0.032245614942751064,"score_gpt":0.2944155672674034,"score_spread":0.26216995232465234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226272300","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":[0.98888075,0.000059952563,0.0000144615215,0.009270682,0.00025488602,0.000060735558,0.000045380446,0.0000033848594,0.0014097849],"genre_scores_gemma":[0.99846613,0.00006427538,0.00049584924,0.00038644145,0.00003019292,0.0000019363708,9.0478164e-7,0.000002369336,0.000551871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981271,0.0003564761,0.00038650536,0.00015520149,0.0007335638,0.0002411408],"domain_scores_gemma":[0.9994993,0.00005849763,0.00026572516,0.00008039215,0.000009937169,0.00008612804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040331697,0.000081179984,0.0002052949,0.00010422642,0.00021785143,0.000031077583,0.00033394294,0.000022132072,0.0039021077],"category_scores_gemma":[0.000027174612,0.000054946846,0.000050398212,0.00026254536,0.00056742644,0.00030478858,0.00021813178,0.00015901103,0.0000076178944],"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":[0.00016360114,0.0005255482,0.92572623,0.00006152229,0.00003313503,0.00009525408,0.019232132,0.00785966,0.03225799,0.0007429267,0.005682458,0.0076195314],"study_design_scores_gemma":[0.00091024017,0.0007403733,0.68998915,0.00003511897,0.000017917699,0.00013371832,0.0056283395,0.00013915307,0.007057543,0.0024897577,0.29260096,0.00025771654],"about_ca_topic_score_codex":0.00011446311,"about_ca_topic_score_gemma":0.012196145,"teacher_disagreement_score":0.28691852,"about_ca_system_score_codex":0.000062808875,"about_ca_system_score_gemma":0.00003932914,"threshold_uncertainty_score":0.99700844},"labels":[],"label_agreement":null},{"id":"W4226323844","doi":"10.18307/2022.0228","title":"Magical spherical ice (ice balls, ice eggs)","year":2022,"lang":"en","type":"article","venue":"Journal of Lake Sciences","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary 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":"Geology; Ice cream; Physical geography; Geography; Chemistry","score_opus":0.018593616513326475,"score_gpt":0.243214319016625,"score_spread":0.22462070250329852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226323844","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":[0.964649,0.0005223212,0.00084110827,0.0069673844,0.0019578259,0.00008113458,0.00004655787,0.000019338035,0.024915334],"genre_scores_gemma":[0.99028045,0.000105130646,0.0076356065,0.0010600352,0.00031759843,2.2906829e-7,0.000003451949,0.00000238779,0.0005950961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975492,0.00019410023,0.00042456624,0.00020789242,0.001245304,0.00037897474],"domain_scores_gemma":[0.9989172,0.00035195143,0.00034053242,0.00009874723,0.0000744282,0.00021713307],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019127455,0.00012167059,0.00022980824,0.0000870427,0.000832016,0.000113256785,0.00088038546,0.000031525164,0.012494232],"category_scores_gemma":[0.00013560143,0.00008577628,0.00013449651,0.0006687743,0.00042595912,0.00050582504,0.000061631246,0.00049285206,0.00007028565],"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":[0.00017998084,0.00017034911,0.92373496,0.000018195757,0.000045585384,0.0005203325,0.0011718383,0.028722472,0.00009460084,0.0008275818,0.004549406,0.039964683],"study_design_scores_gemma":[0.00075263233,0.0024644786,0.70627505,0.000038383783,0.00008252288,0.0038665077,0.011938493,0.02389186,0.000017742144,0.0035795246,0.24660575,0.0004870257],"about_ca_topic_score_codex":0.00015112107,"about_ca_topic_score_gemma":0.00031011188,"teacher_disagreement_score":0.24205635,"about_ca_system_score_codex":0.000013090811,"about_ca_system_score_gemma":0.00031861843,"threshold_uncertainty_score":0.9884085},"labels":[],"label_agreement":null}]}