{"meta":{"query_hash":"a04456dfa114","filters":{"venue":"Freshwater Reviews"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/a04456dfa114","api":"https://metacan.xera.ac/api/v1/cohort?venue=Freshwater+Reviews"},"results":[{"id":"W2130038273","doi":"10.1608/frj-3.2.157","title":"UV Radiation and Freshwater Zooplankton: Damage, Protection and Recovery","year":2010,"lang":"en","type":"article","venue":"Freshwater Reviews","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec; Center for Northern Studies","funders":"","keywords":"Zooplankton; Pelagic zone; Ecology; Cladocera; Biology; Plankton; Environmental science","score_opus":0.01141533290050181,"score_gpt":0.21810710622299523,"score_spread":0.20669177332249342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130038273","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":[0.99412346,0.00076693133,0.000656177,0.00030430435,0.0004841424,0.0010236419,0.00005897263,0.00003722463,0.0025451316],"genre_scores_gemma":[0.9518987,0.007015803,0.024478162,0.0013768293,0.0009642201,0.0006750186,0.00029573342,0.00011669728,0.01317887],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894387,0.000092524286,0.00031797955,0.00032430404,0.00012157602,0.00019976703],"domain_scores_gemma":[0.999457,0.000017871895,0.00012997315,0.00028317736,0.000004346555,0.000107608954],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005976824,0.00016832765,0.00024475594,0.000030223164,0.00013649071,0.00008290025,0.000093567825,0.000107988766,0.0018152382],"category_scores_gemma":[0.000041001043,0.00012100152,0.0000370038,0.00007592283,0.00008355284,0.00030060703,0.0001009116,0.00021777424,0.00049915607],"study_design_candidate":"not_applicable","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":[0.0000561256,0.000094547206,0.38157377,0.000576011,0.00003597428,0.000019157209,0.0015255805,0.000047775764,0.055463914,0.0005565252,0.053611517,0.5064391],"study_design_scores_gemma":[0.00020820889,0.00006267915,0.012687061,0.00004181911,0.000016045216,0.000041192274,0.0000051546226,0.0066317585,0.0006383379,0.0007531097,0.97870904,0.00020561478],"about_ca_topic_score_codex":0.00056248164,"about_ca_topic_score_gemma":0.026003875,"teacher_disagreement_score":0.9250975,"about_ca_system_score_codex":0.000024880761,"about_ca_system_score_gemma":0.0000034329337,"threshold_uncertainty_score":0.9990972},"labels":[],"label_agreement":null},{"id":"W2169832073","doi":"10.1608/frj-3.1.3","title":"The Charr Problem Revisited: Exceptional Phenotypic Plasticity Promotes Ecological Speciation in Postglacial Lakes","year":2010,"lang":"en","type":"article","venue":"Freshwater Reviews","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":210,"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":"Salvelinus; Arctic; Ecology; Profundal zone; Biology; Fish migration; Coregonus; Geography; Fishery; Habitat; Benthic zone; Fish <Actinopterygii>; Trout","score_opus":0.013098593528257419,"score_gpt":0.230535332189943,"score_spread":0.21743673866168556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169832073","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":[0.9531686,0.00024299514,0.00008817861,0.0071470984,0.00058792025,0.00266129,0.000021455899,0.00007031897,0.036012188],"genre_scores_gemma":[0.9615193,0.0051114634,0.00859308,0.0047353976,0.0013887017,0.0016826717,0.00013870091,0.00004396225,0.016786715],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988314,0.00013635089,0.00033970393,0.00027343567,0.00013715232,0.0002819501],"domain_scores_gemma":[0.99961793,0.00008652415,0.000116482464,0.00013954876,0.0000064084807,0.000033097145],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007990856,0.00013462878,0.0002049568,0.0000209524,0.0003175015,0.000035346755,0.00024672438,0.00007577298,0.006561667],"category_scores_gemma":[0.0002524383,0.00007684448,0.00005249022,0.0001254906,0.00021182121,0.00014685848,0.00023684444,0.00025825785,0.0023568412],"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":[0.000035278816,0.0002626529,0.799831,0.000051882562,0.000015703015,0.0000072380767,0.0004224414,0.000012922629,0.001974017,0.003103295,0.18481669,0.009466915],"study_design_scores_gemma":[0.00011686592,0.00003483833,0.4431494,0.000010239787,0.0000075342914,0.0000011070344,0.0000042524907,0.00007713144,0.000028268767,0.0033566365,0.5531305,0.00008324286],"about_ca_topic_score_codex":0.0000118689395,"about_ca_topic_score_gemma":0.032859854,"teacher_disagreement_score":0.36831382,"about_ca_system_score_codex":0.000048949976,"about_ca_system_score_gemma":0.0000031312823,"threshold_uncertainty_score":0.99841994},"labels":[],"label_agreement":null}]}