{"meta":{"query_hash":"3f498ad6ba17","filters":{"venue":"Journal of Advanced Science"},"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/3f498ad6ba17","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Advanced+Science"},"results":[{"id":"W1986717213","doi":"10.2978/jsas.17.118","title":"Project artificial myocardium","year":2005,"lang":"en","type":"article","venue":"Journal of Advanced Science","topic":"Cardiac Structural Anomalies and Repair","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":"Institute of Aging","funders":"","keywords":"Ventricle; Artificial heart; Cardiology; Medicine; Internal medicine; Implant; Heart failure; Biomedical engineering; Surgery","score_opus":0.014092325570868907,"score_gpt":0.3196855327245452,"score_spread":0.30559320715367627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986717213","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":[0.9921495,0.00035852645,0.000094985255,0.0023281933,0.00070661167,0.00009290499,0.0000010525391,0.000012266638,0.0042559886],"genre_scores_gemma":[0.9830261,0.000057023437,0.015240593,0.00032590426,0.0010048032,4.845862e-7,1.2186918e-7,0.0000041360645,0.00034083147],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988746,0.000007594189,0.00027863844,0.00011108789,0.0005301926,0.0001979034],"domain_scores_gemma":[0.9992523,0.000017150269,0.00016420236,0.00011874383,0.0003268693,0.00012073145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003757943,0.000067443674,0.00021302745,0.00016136758,0.00010750882,0.000023645995,0.00011615729,0.000020215595,0.000020038044],"category_scores_gemma":[0.00016748677,0.00004117321,0.00018218007,0.00044726307,0.00026563185,0.00037266302,0.000029495593,0.00015560404,0.000006978056],"study_design_candidate":"bench_or_experimental","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":[0.00037178004,0.000054497315,0.0011093372,0.000015850852,0.000026635595,0.000090959096,0.00040919622,0.0010818485,0.6889217,0.00056966714,0.0014007825,0.30594775],"study_design_scores_gemma":[0.0025610703,0.002483342,0.16078113,0.0002955846,0.00018605082,0.012560085,0.0024318262,0.00081074884,0.3836307,0.0010781611,0.43272206,0.00045924546],"about_ca_topic_score_codex":0.0000015461761,"about_ca_topic_score_gemma":8.803577e-7,"teacher_disagreement_score":0.43132126,"about_ca_system_score_codex":0.000109687266,"about_ca_system_score_gemma":0.00038061172,"threshold_uncertainty_score":0.16789947},"labels":[],"label_agreement":null},{"id":"W2001235831","doi":"10.2978/jsas.18.166","title":"Transverse strain of silicone dielectric elastomer actuators","year":2006,"lang":"en","type":"article","venue":"Journal of Advanced Science","topic":"Dielectric materials and actuators","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Elastomer; Silicone; Materials science; Composite material; Dielectric; Strain (injury); Transverse plane; Silicone Elastomers; Actuator; Dielectric elastomers; Optoelectronics; Electrical engineering; Structural engineering; Engineering; Anatomy","score_opus":0.0026158793503351023,"score_gpt":0.1945197544961482,"score_spread":0.19190387514581309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001235831","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":[0.99023867,0.00021647397,0.0068011656,0.00001784047,0.00040844723,0.000044945085,0.0000045257093,0.000019149458,0.0022487582],"genre_scores_gemma":[0.99755424,0.00008132207,0.0022489503,0.000007173774,0.00006975585,5.266205e-7,1.6057375e-7,0.000009186083,0.000028676144],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998865,0.000007343577,0.0004053239,0.000082179264,0.00037928144,0.00026086974],"domain_scores_gemma":[0.99952024,0.000038217357,0.00015647712,0.00009153889,0.000115513896,0.00007798385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035702783,0.00009893343,0.0002198463,0.0003090282,0.000040879724,0.000022504402,0.0002687477,0.000026569414,0.00005373752],"category_scores_gemma":[0.00005384061,0.00008070911,0.0000677729,0.00086004246,0.00011917819,0.00049956987,0.0000064266796,0.00010979016,0.0000023473738],"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":[0.000013281503,0.000026630409,0.00002217025,0.00001584537,0.0000053685194,0.0000060193856,0.000063160944,0.020241246,0.9414834,0.00037243115,0.000056415516,0.03769406],"study_design_scores_gemma":[0.00059338065,0.00026256804,0.0031640835,0.000043289292,0.000017983042,0.000043993063,0.0000839585,0.001870284,0.99008846,0.0011014104,0.002549104,0.0001814922],"about_ca_topic_score_codex":0.0000026903815,"about_ca_topic_score_gemma":0.000001618778,"teacher_disagreement_score":0.048605084,"about_ca_system_score_codex":0.0000640262,"about_ca_system_score_gemma":0.000083608466,"threshold_uncertainty_score":0.32912222},"labels":[],"label_agreement":null},{"id":"W2072333904","doi":"10.2978/jsas.17.44","title":"Less invasive hemostatic forceps using superelastic SMAs","year":2005,"lang":"en","type":"article","venue":"Journal of Advanced Science","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Forceps; Clamping; Limit (mathematics); Hemostasis; Materials science; Medicine; Computer science; Biomedical engineering; Surgery; Mathematics","score_opus":0.035910252234167286,"score_gpt":0.3029469174625847,"score_spread":0.2670366652284174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072333904","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":[0.96131927,0.000094500436,0.036853038,0.00043458305,0.0006243227,0.0001025605,0.0000039792876,0.000016892734,0.0005508555],"genre_scores_gemma":[0.8961952,0.000016935466,0.10339097,0.00026246996,0.00008931722,0.0000012059838,1.4208963e-7,0.000008978253,0.00003482922],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9979797,0.000042351923,0.00058770395,0.00018207551,0.00080473226,0.00040342115],"domain_scores_gemma":[0.99846,0.00024045142,0.00035944695,0.00019217836,0.00053015474,0.00021779262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011001775,0.00012900696,0.00022534943,0.0002738315,0.0003867377,0.00013410333,0.00071388215,0.00002681855,0.0001569246],"category_scores_gemma":[0.0007544842,0.0001053375,0.00006953878,0.00065921876,0.0005181027,0.003765074,0.000050684466,0.0001768745,0.00005452162],"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":[0.000020616304,0.000032266198,0.00006150504,0.000010782938,0.0000016962008,0.000010392163,0.0010822188,0.07923465,0.9154395,0.0002999455,0.000011256419,0.003795199],"study_design_scores_gemma":[0.00078460627,0.00015744168,0.0009325842,0.00019033032,0.000027233606,0.000731514,0.0031670998,0.005694147,0.9869431,0.00081019936,0.00035155093,0.0002101802],"about_ca_topic_score_codex":0.0000023079149,"about_ca_topic_score_gemma":0.000018707906,"teacher_disagreement_score":0.07354051,"about_ca_system_score_codex":0.00028920983,"about_ca_system_score_gemma":0.0007310136,"threshold_uncertainty_score":0.42955387},"labels":[],"label_agreement":null}]}