{"meta":{"query_hash":"67f46f79531e","filters":{"venue":"Journal of Nanoparticles"},"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/67f46f79531e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Journal+of+Nanoparticles"},"results":[{"id":"W1528342805","doi":"10.1155/2015/754236","title":"Nano/Microstructured Materials 2014","year":2015,"lang":"en","type":"article","venue":"Journal of Nanoparticles","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":1,"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 British Columbia","funders":"","keywords":"Materials science; Nano-; Nanotechnology; Composite material; Polymer science","score_opus":0.013276770101883785,"score_gpt":0.2353081059143008,"score_spread":0.22203133581241702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528342805","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":[0.99652517,0.00021595882,0.0019572529,0.00006247849,0.0009991548,0.000051672272,0.000011122014,0.00013073093,0.000046470293],"genre_scores_gemma":[0.99091595,0.000076967524,0.008696929,0.000040116993,0.00022503315,0.0000017872906,0.0000017762005,0.00002583216,0.000015582014],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992034,0.000029541181,0.0004325347,0.00004796517,0.00014436366,0.00014222828],"domain_scores_gemma":[0.9994816,0.000012262773,0.00015433982,0.00010297313,0.00013894105,0.00010986493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023357438,0.00009671344,0.00021449297,0.00007221958,0.000014812643,0.0000557823,0.00012812168,0.00004714413,0.0000786336],"category_scores_gemma":[0.00006143568,0.0000805649,0.000027212107,0.000064356056,0.00002514117,0.00035897756,0.00001867082,0.000046678073,0.000028477163],"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":[0.00003052522,0.0000074628465,0.00005715911,0.0000131579945,0.000010884641,0.000009668818,0.00011500677,0.00031972036,0.99448144,0.000072792835,0.0043971203,0.0004850513],"study_design_scores_gemma":[0.00030422877,0.000059956998,0.0003784637,0.000022162612,0.000009930975,0.00010741431,0.000025604826,0.000012977547,0.9910785,0.0020083608,0.005903034,0.00008935267],"about_ca_topic_score_codex":5.7174e-7,"about_ca_topic_score_gemma":2.0000525e-7,"teacher_disagreement_score":0.0067396755,"about_ca_system_score_codex":0.000047836074,"about_ca_system_score_gemma":0.00002180065,"threshold_uncertainty_score":0.32853413},"labels":[],"label_agreement":null},{"id":"W1560437452","doi":"10.1155/2015/105862","title":"Issues Affecting the Synthetic Scalability of Ternary Metal Ferrite Nanoparticles","year":2015,"lang":"en","type":"article","venue":"Journal of Nanoparticles","topic":"Magnetic Properties and Synthesis of Ferrites","field":"Materials Science","cited_by":7,"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":"Alberta Innovates; Welch Foundation","keywords":"Materials science; Thermogravimetric analysis; Thermal decomposition; Nanoparticle; Ferrite (magnet); Chemical engineering; Inductively coupled plasma atomic emission spectroscopy; Inductively coupled plasma; Ternary operation; Nucleation; Inorganic chemistry; Nuclear chemistry; Chemistry; Nanotechnology; Organic chemistry; Plasma","score_opus":0.04300349759519012,"score_gpt":0.272550515000002,"score_spread":0.22954701740481187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560437452","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":[0.9906353,0.005622694,0.000013818173,0.0030575283,0.00037185714,0.00012266752,0.000003933115,0.00001975516,0.00015245947],"genre_scores_gemma":[0.9977178,0.000038063685,0.0019416005,0.00005750679,0.00015723912,0.0000032562177,6.5036545e-8,0.000013611789,0.00007084099],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9975145,0.00047965295,0.0008570973,0.00016474223,0.0006672316,0.00031676504],"domain_scores_gemma":[0.9981204,0.0004359758,0.00053661305,0.00036412026,0.00035714364,0.00018573258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034649714,0.00015875748,0.00044354066,0.00006111643,0.00011672111,0.000104023886,0.0005769777,0.000046315414,0.00020277046],"category_scores_gemma":[0.0018208472,0.00008694172,0.00017133997,0.00014550117,0.00040254396,0.00037626273,0.00014789145,0.00012307586,0.00003304976],"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":[0.00020627573,0.00020962027,0.004386864,0.000031922005,0.000021691865,0.000014133183,0.0011821236,0.00014812307,0.98857826,0.00011934983,0.00035513763,0.0047465167],"study_design_scores_gemma":[0.00037529206,0.0005764362,0.004927361,0.00010551131,0.000091989845,0.00015310626,0.001800557,0.00038337163,0.9889142,0.0017265488,0.0008303166,0.00011531223],"about_ca_topic_score_codex":0.00013282808,"about_ca_topic_score_gemma":0.000018150316,"teacher_disagreement_score":0.0070825284,"about_ca_system_score_codex":0.000036007303,"about_ca_system_score_gemma":0.00009861659,"threshold_uncertainty_score":0.35453805},"labels":[],"label_agreement":null},{"id":"W2063219080","doi":"10.1155/2013/273204","title":"Metal Oxide Sol-Gels (<mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" id=\"M1\"><mml:mrow><mml:msub><mml:mrow><mml:mtext>ZrO</mml:mtext></mml:mrow><mml:mn mathvariant=\"bold\">2</mml:mn></mml:msub></mml:mrow></mml:math>, AlO(OH), and <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\" id=\"M2\"><mml:mrow><mml:msub><mml:mrow><mml:mtext>SiO</mml:mtext></mml:mrow><mml:mn mathvariant=\"bold\">2</mml:mn></mml:msub></mml:mrow></mml:math>) to Improve the Mechanical Performance of Wood Substrates","year":2013,"lang":"en","type":"article","venue":"Journal of Nanoparticles","topic":"Wood Treatment and Properties","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"FPInnovations","funders":"Natural Resources Canada","keywords":"Maple; Materials science; Sugar; Metal; Machine learning; Algorithm; Mineralogy; Chemical engineering; Mathematics; Computer science; Metallurgy; Chemistry; Organic chemistry; Botany","score_opus":0.016212387064378823,"score_gpt":0.22129078847915618,"score_spread":0.20507840141477734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063219080","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":[0.75977755,0.0037792271,0.00050053,0.0013853108,0.003477171,0.0001254311,0.00051753246,0.00046585937,0.22997141],"genre_scores_gemma":[0.98211265,0.0035785008,0.0044363583,0.0017295298,0.002970311,0.0020542762,0.0008225588,0.001647806,0.00064798584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9820416,0.0008721238,0.0045846095,0.0028142228,0.0048097735,0.004877658],"domain_scores_gemma":[0.986378,0.0025524634,0.004079004,0.003942422,0.0005076065,0.0025404862],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0043850443,0.002073855,0.0009911659,0.0011830737,0.0026909267,0.0034039032,0.0043330486,0.0036728005,0.36178225],"category_scores_gemma":[0.0021330095,0.0033053213,0.00331808,0.002139388,0.0026128085,0.0046352455,0.00310548,0.0034607651,0.0041750246],"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":[0.0040807524,0.0011698736,0.000045194745,0.0029762303,0.006101939,0.0033491286,0.0052768905,0.0047348714,0.09013205,0.61851627,0.25769082,0.0059259837],"study_design_scores_gemma":[0.0036464476,0.004009352,0.00036147755,0.00207162,0.003385386,0.0042517753,0.0035300052,0.10109452,0.8709824,0.00014827143,0.0037211296,0.002797587],"about_ca_topic_score_codex":0.0022235042,"about_ca_topic_score_gemma":0.0021782345,"teacher_disagreement_score":0.78085035,"about_ca_system_score_codex":0.000053465148,"about_ca_system_score_gemma":0.002365781,"threshold_uncertainty_score":0.99920034},"labels":[],"label_agreement":null},{"id":"W2109143971","doi":"10.1155/2014/602385","title":"A Simple Approach to Engineer SERS Substrates and Plasmonic Thin Film","year":2014,"lang":"en","type":"article","venue":"Journal of Nanoparticles","topic":"Gold and Silver Nanoparticles Synthesis and Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Carleton University","keywords":"Materials science; Thin film; Plasmon; Raman scattering; Surface plasmon resonance; Annealing (glass); Silver nanoparticle; Nanoparticle; Raman spectroscopy; Surface plasmon; Nanoscopic scale; Nanotechnology; Optoelectronics; Analytical Chemistry (journal); Optics; Composite material; Chemistry","score_opus":0.014431644513597734,"score_gpt":0.22390748026583257,"score_spread":0.20947583575223483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109143971","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":[0.998892,0.00012369362,0.0002835424,0.0003660854,0.00004022237,0.00006690255,0.0000032864646,0.000017142569,0.00020711531],"genre_scores_gemma":[0.9954827,0.000006699319,0.0042515723,0.00014884208,0.0000738975,0.0000060037855,2.8846048e-7,0.000008679877,0.000021334343],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991005,0.000052727726,0.00032526988,0.00012640683,0.00018234322,0.00021277143],"domain_scores_gemma":[0.9993682,0.000120403274,0.000118154174,0.00012784947,0.00006865868,0.0001967651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059067545,0.000092851355,0.00019144862,0.000053356573,0.000111088266,0.00015024723,0.00016091338,0.000024673536,0.00004423941],"category_scores_gemma":[0.00009007462,0.00006736529,0.000046166875,0.00012816534,0.00005278206,0.0001670065,0.000029818373,0.0000587562,0.000043677843],"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":[0.000020016334,0.00008841267,0.0012190543,0.000006925262,0.000005274199,7.6945895e-7,0.0003353704,0.004138907,0.9899316,0.0032015857,0.0005641991,0.00048790497],"study_design_scores_gemma":[0.00033922505,0.00010149634,0.006264367,0.0000123694235,0.000024828516,0.000028068527,0.00024110005,0.005723298,0.98415154,0.0010172224,0.0019975633,0.000098912984],"about_ca_topic_score_codex":0.000009642698,"about_ca_topic_score_gemma":0.0000038217595,"teacher_disagreement_score":0.005780032,"about_ca_system_score_codex":0.000011819604,"about_ca_system_score_gemma":0.000027214148,"threshold_uncertainty_score":0.27470767},"labels":[],"label_agreement":null}]}