{"meta":{"query_hash":"2fb6e1752d7f","filters":{"venue":"Journal of Chemical Engineering"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/2fb6e1752d7f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Chemical+Engineering"},"results":[{"id":"W1561228988","doi":"10.3329/jce.v24i0.5577","title":"An Oxygen Transport Model of Human Bone Marrow for Hemolytic Sickle Cell Anemia","year":2010,"lang":"en","type":"article","venue":"Journal of Chemical Engineering","topic":"Hemoglobin structure and function","field":"Biochemistry, Genetics and Molecular Biology","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 Toronto","funders":"Commonwealth Scholarship Commission","keywords":"Haematopoiesis; Bone marrow; Oxygen tension; Hemoglobin; Sickle cell anemia; Hemolytic anemia; Oxygen transport; Anemia; Oxygen; In vivo; Cell; Human bone; Chemistry; Allosteric regulation; Immunology; Biology; Medicine; Cell biology; Biochemistry; Stem cell; Internal medicine; In vitro; Enzyme","score_opus":0.004697138417835827,"score_gpt":0.21078832876085227,"score_spread":0.20609119034301643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1561228988","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":[0.9793053,0.000047757316,0.020362316,0.000015700061,0.00014348961,0.00004818697,0.0000082513525,0.0000035922849,0.00006538951],"genre_scores_gemma":[0.98919946,0.0000027959038,0.010294443,0.000023456998,0.0004043753,0.0000015507477,0.000019803902,0.000019520501,0.000034578716],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993977,0.0000017690364,0.00028174487,0.00009624907,0.00009490264,0.00012766548],"domain_scores_gemma":[0.99955535,0.000005428899,0.000105035026,0.00013472718,0.00009790372,0.00010156667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001137618,0.000097034885,0.00016998993,0.00003238866,0.000010770001,0.000003933688,0.00011791971,0.00016185497,0.0000067081883],"category_scores_gemma":[0.000021529188,0.00008943388,0.0001288799,0.000029343673,0.000017135602,0.0000059698473,0.0000070313395,0.00017210373,9.707804e-8],"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":[0.00005458825,0.00003247631,0.000044411732,0.00007107433,0.000011953326,0.0000011790254,0.000018685094,0.007991331,0.9914558,0.000016417262,0.00011138954,0.00019069668],"study_design_scores_gemma":[0.00052498654,0.00015995948,0.000032609336,0.000008228091,0.000032660042,0.00003592432,0.0000041335857,0.01071009,0.9879588,0.00005405314,0.0003811647,0.000097381184],"about_ca_topic_score_codex":6.9019546e-7,"about_ca_topic_score_gemma":2.576393e-7,"teacher_disagreement_score":0.010067874,"about_ca_system_score_codex":0.0000070078418,"about_ca_system_score_gemma":0.00003614245,"threshold_uncertainty_score":0.3647008},"labels":[],"label_agreement":null},{"id":"W2122075902","doi":"10.3329/jce.v24i0.5576","title":"A Comparison between Analytical and Numerical Solution of the Krogh's Tissue Cylinder Model for Human Bone Marrow","year":2010,"lang":"en","type":"article","venue":"Journal of Chemical Engineering","topic":"Respiratory Support and Mechanisms","field":"Medicine","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 Toronto","funders":"Commonwealth Scholarship Commission","keywords":"Cylinder; Software; Oxygen transport; Computational fluid dynamics; Foundation (evidence); Computer science; Oxygen; Mathematical model; Mechanics; Chemistry; Mechanical engineering; Engineering; Mathematics; Physics; Law","score_opus":0.03116980653423247,"score_gpt":0.3150927294914814,"score_spread":0.28392292295724897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122075902","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":[0.86959964,0.000042993674,0.12984402,0.00031554076,0.000076228986,0.00009237325,0.0000018586614,0.000006313868,0.000021041982],"genre_scores_gemma":[0.9895627,4.0501394e-7,0.010051581,0.000027560714,0.00031340096,0.000001563576,0.0000014869112,0.00001418545,0.00002712825],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99913985,0.000003302367,0.00042627938,0.00007403984,0.00021462081,0.00014193828],"domain_scores_gemma":[0.9994505,0.000045928326,0.00014256132,0.00010156417,0.00009705,0.00016241058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002197595,0.00008913958,0.0003878804,0.00005305367,0.000017245104,0.0000061092924,0.00007131268,0.00012417325,0.000009782824],"category_scores_gemma":[0.00015025887,0.00006119529,0.00012314299,0.00006053663,0.00003306109,0.00004492812,0.000027226812,0.000435079,1.6390193e-7],"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":[0.00003538012,0.000043920412,0.0029275306,0.000070799724,0.000039501785,0.0000021498904,0.000047831993,0.0002300532,0.99498206,0.00028947866,0.0001233019,0.0012079976],"study_design_scores_gemma":[0.0010622805,0.00016686365,0.0015775712,0.000071126204,0.00022241933,0.00009181015,0.000007217901,0.35346305,0.64226365,0.00017440732,0.00081564544,0.00008395517],"about_ca_topic_score_codex":6.3327707e-7,"about_ca_topic_score_gemma":6.864514e-8,"teacher_disagreement_score":0.353233,"about_ca_system_score_codex":0.000018884228,"about_ca_system_score_gemma":0.00004146117,"threshold_uncertainty_score":0.24954715},"labels":[],"label_agreement":null},{"id":"W2138122752","doi":"10.3329/jce.v27i2.17801","title":"Pharmaceutical Waste Water Treatment &amp; Related Economic Aspects for Reuse in the Context of Bangladesh","year":2014,"lang":"en","type":"article","venue":"Journal of Chemical Engineering","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Reuse; Context (archaeology); Waste management; Water treatment; Wastewater; Environmental science; Business; Engineering; Geography","score_opus":0.03840331859545675,"score_gpt":0.2712852651911948,"score_spread":0.23288194659573802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138122752","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":[0.9935246,0.00043267896,0.000442372,0.0041341647,0.00032009295,0.00014407212,0.000031932846,0.0000056995123,0.0009643678],"genre_scores_gemma":[0.99876946,0.000099291385,0.0004495363,0.0003417244,0.00028832967,0.00000849165,0.00000472801,0.000021140637,0.000017302393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985943,0.000010400169,0.0009616563,0.00013426882,0.000024271467,0.00027509258],"domain_scores_gemma":[0.9991592,0.0002778376,0.00022831136,0.00021090535,0.00001703974,0.00010667998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007376082,0.00013933564,0.0004977759,0.00015590752,0.000011955845,0.000024210432,0.0003459141,0.00009227094,0.00007294829],"category_scores_gemma":[0.00018172778,0.00010332002,0.00024423786,0.000046642177,0.00003202914,0.00013750797,0.00003294536,0.00021543718,0.000033459186],"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":[0.0006979726,0.0010169517,0.0013570014,0.00041449827,0.0010442472,0.000017425891,0.006159746,0.036538783,0.26551378,0.67814684,0.003704062,0.0053887093],"study_design_scores_gemma":[0.007282369,0.00031642697,0.000069281436,0.00007059199,0.00006506598,0.000102502636,0.000045427605,0.12166947,0.43617007,0.02497247,0.40877694,0.00045935847],"about_ca_topic_score_codex":0.000008631923,"about_ca_topic_score_gemma":7.079608e-7,"teacher_disagreement_score":0.65317434,"about_ca_system_score_codex":0.00021170199,"about_ca_system_score_gemma":0.000014712375,"threshold_uncertainty_score":0.4213268},"labels":[],"label_agreement":null}]}