{"meta":{"query_hash":"1dea4ce61a7e","filters":{"venue":"Ocean-Land-Atmosphere Research"},"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/1dea4ce61a7e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ocean-Land-Atmosphere+Research"},"results":[{"id":"W4323363152","doi":"10.34133/olar.0006","title":"Why Does Arctic Sea Ice Respond More Evidently than Antarctic Sea Ice to Climate Change?","year":2023,"lang":"en","type":"article","venue":"Ocean-Land-Atmosphere Research","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Sea ice; Arctic ice pack; Arctic sea ice decline; Antarctic sea ice; Drift ice; Cryosphere; Oceanography; Arctic; Climate change; Climatology; Iceberg; Geology; Ice-albedo feedback; Fast ice; Arctic geoengineering; Global warming; Environmental science","score_opus":0.04778642726046472,"score_gpt":0.31805997129097363,"score_spread":0.2702735440305089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323363152","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":[0.67430687,0.18906826,0.0051953313,0.08487982,0.006319028,0.000055861437,0.001065373,0.00009615131,0.039013334],"genre_scores_gemma":[0.91363645,0.06919979,0.0010553177,0.010687788,0.0028834057,0.000019502146,0.00030518856,0.000038825947,0.0021737488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993017,0.00018764567,0.00005679677,0.00023284496,0.00010712916,0.00011385301],"domain_scores_gemma":[0.99865675,0.0004904516,0.00035079723,0.00010154585,0.0003045668,0.00009589013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021033138,0.00015064352,0.0005011397,0.0007131355,0.00040671532,0.0024778189,0.0003839607,0.0010736049,0.0012932097],"category_scores_gemma":[0.004257315,0.0001253748,0.00040042875,0.0011914127,0.0015585115,0.0025016398,0.00039443665,0.00068251626,0.00038486952],"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":[0.00062754186,0.00010587971,0.57422215,0.0035408675,0.0012007806,0.0015648329,0.011437988,0.0023993473,0.017013079,0.0330107,0.017881643,0.33699512],"study_design_scores_gemma":[0.00001813346,0.00023812005,0.84816283,0.0009402323,0.00022705892,0.000651745,0.019429725,0.0005923471,0.0019715258,0.024273587,0.10341999,0.000074684096],"about_ca_topic_score_codex":0.0056603537,"about_ca_topic_score_gemma":0.008270542,"teacher_disagreement_score":0.0056603537,"about_ca_system_score_codex":0.0005182545,"about_ca_system_score_gemma":0.00078186323,"threshold_uncertainty_score":0.011254787},"labels":[],"label_agreement":null},{"id":"W4379016683","doi":"10.34133/olar.0013","title":"A Review of Arctic–Subarctic Ocean Linkages: Past Changes, Mechanisms, and Future Projections","year":2023,"lang":"en","type":"review","venue":"Ocean-Land-Atmosphere Research","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":51,"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":"Norsk Polarinstitutt; Norges Forskningsråd; Natural Science Foundation of Shandong Province; Bundesministerium für Bildung und Forschung; National Natural Science Foundation of China; Deutsche Forschungsgemeinschaft; Natural Sciences and Engineering Research Council of Canada; European Commission; National Science Foundation","keywords":"Subarctic climate; Arctic; Arctic dipole anomaly; Oceanography; Arctic sea ice decline; Sea ice; Arctic geoengineering; Climatology; Environmental science; Inflow; Arctic ecology; Deep ocean water; Geology; Arctic ice pack; Thermohaline circulation; Antarctic sea ice","score_opus":0.07452711416739914,"score_gpt":0.3437596960666661,"score_spread":0.26923258189926697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379016683","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048754024,0.99768865,0.00021843995,0.00054017454,0.0002157238,0.0000056821286,0.00021545879,0.000013683154,0.0006146026],"genre_scores_gemma":[0.0014463443,0.99782974,0.0002088942,0.00016323122,0.00012330979,0.0000061616856,0.00011715266,0.0000020383052,0.00010317529],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995838,0.00007177314,0.00012463948,0.00009227584,0.000089017805,0.000038546714],"domain_scores_gemma":[0.99826163,0.00073381735,0.00045728395,0.00003749697,0.0004098031,0.000099928635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014096019,0.0010268228,0.0011941901,0.0043459954,0.00032527235,0.0016780995,0.00088893075,0.0007367202,0.0040272973],"category_scores_gemma":[0.0026218698,0.00045158563,0.0015267215,0.008358181,0.000344796,0.001990781,0.00074592413,0.00089125364,0.00080613664],"study_design_candidate":"not_applicable","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":[0.00013536896,0.000049871272,0.004973496,0.10066736,0.0009170014,0.0003126341,0.00026771837,0.00213979,0.0008920219,0.0047967574,0.03350377,0.8513443],"study_design_scores_gemma":[0.00002192402,0.00017117591,0.019229325,0.061368164,0.0026699626,0.0011276486,0.00039608058,0.0006364071,0.000495304,0.00365553,0.9101505,0.00007797872],"about_ca_topic_score_codex":0.007182684,"about_ca_topic_score_gemma":0.009289198,"teacher_disagreement_score":0.007182684,"about_ca_system_score_codex":0.0012823939,"about_ca_system_score_gemma":0.004793943,"threshold_uncertainty_score":0.01428175},"labels":[],"label_agreement":null},{"id":"W4386108301","doi":"10.34133/olar.0018","title":"Erratum to “A Review of Arctic–Subarctic Ocean Linkages: Past Changes, Mechanisms, and Future Projections”","year":2023,"lang":"en","type":"erratum","venue":"Ocean-Land-Atmosphere Research","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Subarctic climate; Arctic; The arctic; Oceanography; Geography; Environmental science; Climatology; Geology","score_opus":0.030881267072625996,"score_gpt":0.2924717087611462,"score_spread":0.2615904416885202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386108301","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013166496,0.015349488,0.0006494251,0.082709976,0.8802739,0.000054541113,0.0071266214,0.00020833305,0.013496051],"genre_scores_gemma":[0.005374641,0.099341035,0.0065585864,0.1865331,0.30154374,0.0006937961,0.023794755,0.00156917,0.3745912],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717593,0.0004951241,0.0006015649,0.00029725855,0.0012392164,0.00019075997],"domain_scores_gemma":[0.9671447,0.0069694067,0.0018250141,0.000915203,0.0222088,0.0009369243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004859873,0.0017800548,0.0016064942,0.00580371,0.0022587401,0.003820128,0.0026645127,0.0033390168,0.093707435],"category_scores_gemma":[0.03931288,0.0007431673,0.0017376184,0.0064641326,0.0012191272,0.003495535,0.0019592086,0.005140703,0.062389687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011762926,0.0000022167092,0.000036729834,0.0001596986,0.0000036909319,0.000018215773,0.000005611176,0.000016803177,0.0000067876595,0.00032036044,0.9951866,0.004231559],"study_design_scores_gemma":[0.000023870944,0.000009809789,0.00079849525,0.0013696941,0.000025453395,0.000074690426,0.00005984975,0.000047137488,0.00007177485,0.00095893064,0.99653995,0.000020372818],"about_ca_topic_score_codex":0.045139384,"about_ca_topic_score_gemma":0.06434086,"teacher_disagreement_score":0.093707435,"about_ca_system_score_codex":0.0038546643,"about_ca_system_score_gemma":0.009793129,"threshold_uncertainty_score":0.31348264},"labels":[],"label_agreement":null},{"id":"W4414212943","doi":"10.34133/olar.0109","title":"River-to-Lake Transitional Areas Contribute Disproportionately to In-Lake Nutrient Loading","year":2025,"lang":"en","type":"article","venue":"Ocean-Land-Atmosphere Research","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Canada Research Chairs","keywords":"Nutrient; Biogeochemical cycle; Tributary; Phosphorus; Hydrology (agriculture); Eutrophication; Aquatic ecosystem; Nutrient pollution; Water quality","score_opus":0.01708319845274821,"score_gpt":0.29799443048594904,"score_spread":0.28091123203320084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414212943","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":[0.9987539,0.000058113957,0.00030599366,0.000020012616,0.0000022217314,0.000007920508,0.00017216412,0.000037029382,0.0006425427],"genre_scores_gemma":[0.99849796,0.000065580505,0.0005556823,0.00003260965,0.000002207364,0.0000151987015,0.0003275578,0.000020150934,0.00048306191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99968064,0.000026529597,0.00003364791,0.00010913449,0.00004439788,0.000105666775],"domain_scores_gemma":[0.99963653,0.00003657346,0.00012550128,0.000047187426,0.00009622636,0.00005802713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019898477,0.0003890364,0.00053020974,0.0006529674,0.00076967315,0.0013536105,0.0003391724,0.00028162054,0.0014446169],"category_scores_gemma":[0.000746963,0.00026038472,0.00038487682,0.001033051,0.00052235526,0.00054025743,0.0018698908,0.00024230883,0.00018554357],"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":[0.00028970567,0.000102086495,0.90573895,0.00014822041,0.00023351725,0.00037506508,0.0015909489,0.0013628672,0.07105194,0.00033081137,0.00037043923,0.018405413],"study_design_scores_gemma":[0.0000030687333,0.0000395831,0.99468094,0.000008061383,0.00004755008,0.00005983691,0.0005383725,0.00081739255,0.0025548146,0.00007574619,0.0011644156,0.000010265249],"about_ca_topic_score_codex":0.023044107,"about_ca_topic_score_gemma":0.07188845,"teacher_disagreement_score":0.023044107,"about_ca_system_score_codex":0.00090559275,"about_ca_system_score_gemma":0.00084992364,"threshold_uncertainty_score":0.04581994},"labels":[],"label_agreement":null}]}