{"meta":{"query_hash":"56df4e16ac6c","filters":{"venue":"Journal of Mathematical Study"},"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/56df4e16ac6c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Mathematical+Study"},"results":[{"id":"W4393078282","doi":"10.4208/jms.v57n1.24.02","title":"Interaction of Ionic Solution with Permeable Membranes: A Variational Approach","year":2024,"lang":"en","type":"article","venue":"Journal of Mathematical Study","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"National Natural Science Foundation of China","keywords":"Membrane; Ionic bonding; Chemistry; Chemical engineering; Materials science; Engineering; Ion; Biochemistry; Organic chemistry","score_opus":0.014548535558699702,"score_gpt":0.23083068828941977,"score_spread":0.21628215273072007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393078282","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06433522,0.0051760287,0.8715242,0.0040329252,0.00039149655,0.00009400757,0.00044896774,0.00013389552,0.053863265],"genre_scores_gemma":[0.7794195,0.0056165336,0.13188267,0.0023165904,0.00084482774,0.0005070664,0.0007064737,0.00039772168,0.07830862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955195,0.00018488306,0.000017512164,0.00008059584,0.000085568536,0.00007952146],"domain_scores_gemma":[0.99941385,0.00026751257,0.00008211142,0.000040021154,0.00010204383,0.00009449633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010144936,0.0012488009,0.0011119589,0.0012905415,0.0006900626,0.0016987701,0.0018912427,0.0031043035,0.0029249778],"category_scores_gemma":[0.0018345637,0.0009143457,0.0016404766,0.000652964,0.0022064615,0.0018274462,0.0029404282,0.0017999226,0.000497204],"study_design_candidate":"simulation_or_modeling","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":[0.000027156679,0.00006076323,0.0005270722,0.00010515578,0.000071480594,0.00021180061,0.00010893212,0.38356546,0.0031359529,0.6063889,0.0020495185,0.0037477454],"study_design_scores_gemma":[0.0000134356005,0.000022064987,0.00015303113,0.00002390805,0.000010546205,0.000047288217,0.000037788526,0.91194695,0.00017339177,0.08568271,0.0018724528,0.000016413593],"about_ca_topic_score_codex":0.009740169,"about_ca_topic_score_gemma":0.005884407,"teacher_disagreement_score":0.009740169,"about_ca_system_score_codex":0.00214225,"about_ca_system_score_gemma":0.0013891073,"threshold_uncertainty_score":0.01936698},"labels":[],"label_agreement":null},{"id":"W7117321694","doi":"10.4208/jms.v58n4.25.06","title":"On a Flow Reducing Volume Within Hamiltonian Isotopy Class","year":2025,"lang":"en","type":"article","venue":"Journal of Mathematical Study","topic":"Geometric Analysis and Curvature Flows","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Isotopy; Class (philosophy); Flow (mathematics); Hamiltonian (control theory); Hamiltonian system","score_opus":0.026315019871110176,"score_gpt":0.3145540672781885,"score_spread":0.28823904740707834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117321694","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":[0.60557574,0.0018487958,0.2726201,0.0018833992,0.00050144934,0.00020202166,0.00040046492,0.00036829335,0.11659976],"genre_scores_gemma":[0.9649748,0.0009897533,0.016601803,0.0002254052,0.00044329566,0.000071920535,0.00016566944,0.00015144929,0.01637587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99971396,0.00004135595,0.000013306058,0.00007336948,0.00008533514,0.00007258016],"domain_scores_gemma":[0.9994037,0.00015208029,0.00011415909,0.000054856253,0.000096310425,0.00017899745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004857597,0.0006807513,0.0005580856,0.0024577791,0.0011447307,0.0018985891,0.00063694624,0.00082060555,0.0061297435],"category_scores_gemma":[0.0015925916,0.00021424147,0.0006140106,0.0006611478,0.002969338,0.0044571008,0.0018444749,0.001458916,0.00040855768],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008628386,0.0000119020515,0.00021290642,0.000031264743,0.0000042124284,0.000109355846,0.000201047,0.0014520286,0.0016197878,0.9919292,0.0004134027,0.0040061623],"study_design_scores_gemma":[0.000011446773,0.00006586573,0.00059319026,0.00002657655,0.000007164451,0.00022792163,0.00019103098,0.014772555,0.0009614715,0.9786694,0.0044550514,0.000018180708],"about_ca_topic_score_codex":0.00073279697,"about_ca_topic_score_gemma":0.00037583787,"teacher_disagreement_score":0.0061297435,"about_ca_system_score_codex":0.0009858842,"about_ca_system_score_gemma":0.00028864937,"threshold_uncertainty_score":0.020506024},"labels":[],"label_agreement":null}]}