{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"987a85c352ee","filters":{"venue":"Molecular Frontiers Journal"}},"results":[{"id":"W4200148893","doi":"10.1142/s252973252140006x","title":"Effect of Relative Humidity in Air on the Transmission of Respiratory Viruses","year":2021,"lang":"en","type":"article","venue":"Molecular Frontiers Journal","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cascades (Canada)","funders":"Air Force Office of Scientific Research; Multidisciplinary University Research Initiative","keywords":"Respiratory system; Obesity; Immunology; Biology; Environmental health; Medicine; Endocrinology","authors":[{"name":"Adriaan Davidse","is_ca":true},{"name":"Richard N. Zare","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01264934126813385,"gpt":0.2800462508379636,"spread":0.2673969095698298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000519516,0.0004282768,0.0004338339,0.0002597435,0.0005257309,0.001089413,0.0003713116,0.0005481933,0.006178158],"category_scores_gemma":[0.002174645,0.0002777777,0.0006640931,0.0002148031,0.0003909127,0.0007680136,0.0006364605,0.0009852415,0.0011026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003498878,"about_ca_system_score_gemma":0.0003771896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004408612,"about_ca_topic_score_gemma":0.002441255,"domain_scores_codex":[0.9992679,0.0002643099,0.00003025753,0.0001268515,0.0001615394,0.0001492086],"domain_scores_gemma":[0.9987248,0.0006349027,0.0001414166,0.00008701482,0.0001930834,0.000218701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01161809,0.002607629,0.2221849,0.00174128,0.001240887,0.001949818,0.002766832,0.005560352,0.6222137,0.003605979,0.01250366,0.1120068],"study_design_scores_gemma":[0.0001617609,0.008100989,0.6811067,0.0004052544,0.0008774709,0.001341429,0.004521464,0.01126436,0.2518885,0.00272242,0.03733834,0.0002713983],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736259,0.01296668,0.001561546,0.001175373,0.001124858,0.00007233275,0.0008939405,0.0001177391,0.008461661],"genre_scores_gemma":[0.9954801,0.001761737,0.000433172,0.0002872572,0.0001337921,0.00002705452,0.0003483566,0.00002718316,0.001501396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006178158,"threshold_uncertainty_score":0.02066803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382786633","doi":"10.1142/s2529732523400023","title":"Whole-Community Water Management: Inspiration for Water Utilities from Around the Globe","year":2023,"lang":"en","type":"article","venue":"Molecular Frontiers Journal","topic":"Water Systems and Optimization","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Globe; Reuse; Water infrastructure; Potable water; Environmental planning; Water resources; Business; Water scarcity; Water conservation; Water saving; Clean water; Water utility; Water supply; Environmental resource management; Natural resource economics; Water resource management; Environmental science; Engineering; Environmental engineering; Economics; Waste management","authors":[{"name":"Karl Zimmermann","is_ca":true},{"name":"Shreya Chaudhuri","is_ca":false},{"name":"Edmund H. Antell","is_ca":false},{"name":"Sarah L. Schwartz","is_ca":false},{"name":"Fuhar Dixit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01251262527669184,"gpt":0.1955236827760687,"spread":0.1830110574993769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001774814,0.0005392071,0.0002988053,0.0006469088,0.002660714,0.003273882,0.001133929,0.002522711,0.007267971],"category_scores_gemma":[0.00282704,0.0001462465,0.0002990795,0.001588836,0.002706444,0.005933164,0.005414855,0.002181398,0.000919895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001926657,"about_ca_system_score_gemma":0.002938814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004369485,"about_ca_topic_score_gemma":0.01434733,"domain_scores_codex":[0.9993569,0.0003061308,0.00001482026,0.0000750704,0.0001214488,0.0001257641],"domain_scores_gemma":[0.9989807,0.0002999036,0.00003865742,0.00009166374,0.0002355374,0.0003534775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005701525,0.0002947461,0.002400561,0.0006278437,0.00004079498,0.0004443438,0.01103924,0.003081026,0.001623951,0.3928472,0.1246778,0.4628655],"study_design_scores_gemma":[0.00002835526,0.00008517339,0.001236179,0.0005772815,0.00001584602,0.0001403087,0.01871835,0.003107352,0.0005731349,0.242444,0.733047,0.0000270558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.06029446,0.0466025,0.1122157,0.4755036,0.004959179,0.0003258109,0.0001834751,0.0006132362,0.2993022],"genre_scores_gemma":[0.7347124,0.04108649,0.1003664,0.04479617,0.001895894,0.0002974885,0.0002155031,0.0005432639,0.07608641],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.007267971,"threshold_uncertainty_score":0.02431381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405951113","doi":"10.1142/s2529732524010016","title":"Editorial Opinion","year":2024,"lang":"es","type":"article","venue":"Molecular Frontiers Journal","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Political science","authors":[{"name":"Adriaan Davidse","is_ca":true},{"name":"Richard N. Zare","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009397022437969088,"gpt":0.2683417305838159,"spread":0.2589447081458469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004300631,0.001160618,0.001358311,0.001510065,0.001961554,0.005945757,0.002222079,0.01707425,0.04807583],"category_scores_gemma":[0.03384501,0.000522418,0.001441899,0.0006613359,0.001846295,0.002450885,0.001736137,0.01515862,0.025697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002630401,"about_ca_system_score_gemma":0.003106667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593965,"about_ca_topic_score_gemma":0.002978902,"domain_scores_codex":[0.9965426,0.0004604374,0.0002693391,0.000575033,0.0016105,0.0005420115],"domain_scores_gemma":[0.9802644,0.004492854,0.001503113,0.0008683439,0.009414302,0.003456875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002419407,0.000004552835,0.00004118448,0.00006508614,0.00000639419,0.00008586972,0.000009890565,0.000008215353,0.00005796931,0.0003675546,0.9951655,0.00416371],"study_design_scores_gemma":[0.00004303024,0.0000194766,0.0002968075,0.0002582893,0.00002462979,0.0002097421,0.0000646642,0.00007031272,0.0001430856,0.001341648,0.9975126,0.00001579601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001469381,0.002181401,0.0001851243,0.1687403,0.8226329,0.00002696603,0.0001529044,0.00006964822,0.005863791],"genre_scores_gemma":[0.002621923,0.002465147,0.0002576328,0.1635101,0.7996224,0.0000650999,0.000133198,0.0000715007,0.03125311],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04807583,"threshold_uncertainty_score":0.1608297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385276976","doi":"10.1142/s2529732523400035","title":"Exosomes: From “Dust” to Design in Proteome Medicine","year":2023,"lang":"en","type":"article","venue":"Molecular Frontiers Journal","topic":"Extracellular vesicles in disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Microvesicles; Proteome; Immune system; Proteomics; Saliva; Cell biology; Biology; Medicine; Computational biology; microRNA; Physiology; Bioinformatics; Immunology; Internal medicine; Genetics","authors":[{"name":"G. T. Sharrer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01494325003055068,"gpt":0.2646741987987905,"spread":0.2497309487682398,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00688234,0.001350966,0.001722221,0.002108636,0.002142358,0.009854307,0.00172942,0.004807815,0.005711071],"category_scores_gemma":[0.008843154,0.0008430949,0.001154915,0.001398743,0.01193044,0.02224203,0.00604903,0.008629904,0.006430476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002235232,"about_ca_system_score_gemma":0.002006714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003752142,"about_ca_topic_score_gemma":0.0003065194,"domain_scores_codex":[0.9968009,0.001273287,0.0002147084,0.0004960782,0.0009612793,0.0002536756],"domain_scores_gemma":[0.9960166,0.001846133,0.0001950195,0.0006958148,0.0006278129,0.0006187017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002122716,0.0001175968,0.0007672246,0.001499705,0.0000708763,0.000422254,0.002418258,0.0009476865,0.012133,0.6970465,0.1022736,0.1820909],"study_design_scores_gemma":[0.00003138482,0.000158794,0.0001532032,0.0005524003,0.00001905308,0.0003769191,0.0005465684,0.0006711069,0.004460723,0.3006534,0.6923207,0.00005573796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0124782,0.4452329,0.2199914,0.2100969,0.04490943,0.0002566017,0.0007663873,0.002963759,0.06330439],"genre_scores_gemma":[0.1681329,0.3963514,0.1978349,0.1106881,0.03550537,0.001145454,0.001353584,0.002406744,0.08658156],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009854307,"threshold_uncertainty_score":0.03639776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2759801681","doi":"10.1142/s2529732517400090","title":"CRISPR System: From Adaptive Immunity to Genome Editing","year":2017,"lang":"en","type":"article","venue":"Molecular Frontiers Journal","topic":"CRISPR and Genetic Engineering","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of California, San Francisco; Connaught Fund","keywords":"CRISPR; Genome editing; Cas9; Computational biology; DNA; Genome; Biology; Acquired immune system; Function (biology); Förster resonance energy transfer; Computer science; Genetics; Gene; Antigen; Physics","authors":[{"name":"Jennifer A. Doudna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007380483039579626,"gpt":0.2692351209038998,"spread":0.2618546378643202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006791986,0.0005744764,0.0009464163,0.0006605866,0.0004887147,0.001356323,0.001029185,0.001032295,0.006552798],"category_scores_gemma":[0.0006204492,0.0004727075,0.0005542049,0.0004155344,0.0006814497,0.0007414653,0.001369205,0.002400926,0.005852685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005565062,"about_ca_system_score_gemma":0.0004254131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003353687,"about_ca_topic_score_gemma":0.0003399505,"domain_scores_codex":[0.9992556,0.0001262606,0.00005633256,0.0002241553,0.0002327432,0.0001049112],"domain_scores_gemma":[0.9997244,0.00005588714,0.00003782934,0.00007373811,0.00003265556,0.00007542681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003523644,0.00008322175,0.0005370456,0.0005947554,0.00009531944,0.0003145486,0.000134646,0.001072244,0.8484246,0.01719529,0.02234363,0.1088524],"study_design_scores_gemma":[0.00009185047,0.0005182813,0.001232774,0.00009225878,0.00008856311,0.001945756,0.0000460236,0.006677592,0.6989623,0.00962046,0.2806014,0.0001228781],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.08280378,0.01638534,0.786065,0.005971877,0.003312496,0.0005829904,0.006992126,0.05317813,0.04470813],"genre_scores_gemma":[0.473864,0.01447503,0.4297522,0.003968481,0.0008770615,0.000828256,0.008938289,0.004350023,0.06294677],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006552798,"threshold_uncertainty_score":0.02192128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}