{"meta":{"query_hash":"dd00336453fa","filters":{"venue":"ISRN Nanotechnology"},"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/dd00336453fa","api":"https://metacan.xera.ac/api/v1/cohort?venue=ISRN+Nanotechnology"},"results":[{"id":"W2013843037","doi":"10.5402/2012/297863","title":"Size Control of Gold Nanoparticles Synthesized by Laser Ablation in Liquid Media","year":2012,"lang":"en","type":"article","venue":"ISRN Nanotechnology","topic":"Laser-Ablation Synthesis of Nanoparticles","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Laser ablation synthesis in solution; Colloidal gold; Zeta potential; Laser ablation; Sodium citrate; Nanoparticle; Salt (chemistry); Aqueous solution; Materials science; Laser; Ablation; Chemical engineering; Analytical Chemistry (journal); Chemistry; Nanotechnology; Inorganic chemistry; Chromatography; Optics; Laser power scaling; Organic chemistry; X-ray laser","score_opus":0.0070868195315090384,"score_gpt":0.200600315409017,"score_spread":0.19351349587750796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013843037","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":[0.9890542,0.00069126097,0.008648982,0.00007006925,0.000027901435,0.000034684577,0.00007483557,0.000113513095,0.0012843997],"genre_scores_gemma":[0.99003756,0.0004138192,0.007969291,0.00004604233,0.00001295266,0.00006303277,0.00009114443,0.00005438415,0.0013118129],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998043,0.0000295377,0.000019534886,0.000048953905,0.00007249802,0.000025155347],"domain_scores_gemma":[0.9996455,0.00016135788,0.00007940492,0.000021376556,0.00006810043,0.000024385801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027205187,0.0003207805,0.00020157034,0.00017197085,0.00015272581,0.00034564774,0.000243666,0.00026703003,0.0005896594],"category_scores_gemma":[0.0005705522,0.00014330373,0.00015562284,0.000110418754,0.0002704583,0.00029503924,0.00021811496,0.00028987604,0.0002152665],"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":[0.00001521052,0.0000029030227,0.000016804333,0.000009935721,7.4578907e-7,0.000010149509,0.000010998752,0.00003719457,0.99949265,0.000016866403,0.0000051867446,0.00038136795],"study_design_scores_gemma":[0.0000024991734,0.000027404933,0.00009684024,6.645051e-7,0.0000011786215,0.0000075847015,0.0000038459025,0.00034327246,0.9993755,0.0000065007303,0.00013348859,0.0000011688372],"about_ca_topic_score_codex":0.0005360191,"about_ca_topic_score_gemma":0.00067609025,"teacher_disagreement_score":0.0005896594,"about_ca_system_score_codex":0.00034371,"about_ca_system_score_gemma":0.00017334602,"threshold_uncertainty_score":0.0024937987},"labels":[],"label_agreement":null},{"id":"W2057179187","doi":"10.5402/2011/487646","title":"Nonlinear Optical Properties of Spheroidal Metallic Inclusions in a Dielectric Medium","year":2011,"lang":"en","type":"article","venue":"ISRN Nanotechnology","topic":"Nonlinear Optical Materials Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Université de Moncton","funders":"Natural Sciences and Engineering Research Council of Canada; Université de Moncton","keywords":"Depolarization; Dielectric; Wavelength; Materials science; Absorption (acoustics); Nonlinear system; Molecular physics; Symmetry (geometry); Metal; Matrix (chemical analysis); Condensed matter physics; Optics; Physics; Composite material; Geometry; Optoelectronics; Mathematics; Quantum mechanics; Biophysics","score_opus":0.02100254009250924,"score_gpt":0.21109624941507543,"score_spread":0.1900937093225662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057179187","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":[0.6993884,0.0007329984,0.2814375,0.0002527141,0.00005119821,0.000069870555,0.00012921273,0.00013735497,0.017800782],"genre_scores_gemma":[0.970086,0.0005694664,0.019903954,0.000032281052,0.000017311,0.000058190686,0.00006352544,0.000036136385,0.009233229],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999176,0.000016421538,0.000002665025,0.000014148127,0.000034531975,0.000014657695],"domain_scores_gemma":[0.9998505,0.000062376595,0.000030032461,0.000014764595,0.000029715144,0.000012615995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021226915,0.00058414385,0.00035329306,0.00041041558,0.00031557676,0.0005753192,0.0005766595,0.00081893685,0.0005266194],"category_scores_gemma":[0.00039954204,0.0002630918,0.0004631101,0.00021681841,0.0007106403,0.0006821046,0.00032516572,0.00047695535,0.00019834828],"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":[0.00011097899,0.00009001282,0.0010157587,0.00018028636,0.000036428763,0.00073424366,0.00023297503,0.75091004,0.18092051,0.061517514,0.00025034318,0.004000871],"study_design_scores_gemma":[0.000008173575,0.00003224337,0.00028600486,0.000006424832,0.000007783499,0.00009054156,0.000022406099,0.98874694,0.008060952,0.0023580815,0.00037146686,0.000008965606],"about_ca_topic_score_codex":0.0018631961,"about_ca_topic_score_gemma":0.0017623787,"teacher_disagreement_score":0.0018631961,"about_ca_system_score_codex":0.0006258827,"about_ca_system_score_gemma":0.000441152,"threshold_uncertainty_score":0.004541099},"labels":[],"label_agreement":null},{"id":"W2083120434","doi":"10.5402/2011/639714","title":"Stacking Fault Energy of Si Nanocrystals Embedded in <mml:math xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"><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>","year":2011,"lang":"lv","type":"article","venue":"ISRN Nanotechnology","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","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":"Institut National de la Recherche Scientifique","funders":"Qingdao University","keywords":"Materials science; Algorithm; High-resolution transmission electron microscopy; Computer science; Transmission electron microscopy; Nanotechnology","score_opus":0.017920508965012915,"score_gpt":0.2361527619563887,"score_spread":0.2182322529913758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083120434","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":[0.9956826,0.00015844092,0.00061089284,0.000050469895,0.0000151002305,0.0000029068824,0.0002457105,0.000026729054,0.003207173],"genre_scores_gemma":[0.9981938,0.000056112418,0.00030190824,0.000008326958,0.0000017374421,0.000003366244,0.00020626302,0.000012631299,0.0012157067],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999323,0.0000035546238,0.0000032034493,0.000012574708,0.000026380465,0.00002199817],"domain_scores_gemma":[0.9998932,0.000038248076,0.000017063514,0.000008288688,0.000025206913,0.000018024808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086759035,0.00013506964,0.00017848442,0.00022854676,0.00025706575,0.00034836624,0.00028810525,0.0003673818,0.00724792],"category_scores_gemma":[0.00020177898,0.00015121976,0.00015445569,0.00021560214,0.00018922114,0.00018910535,0.00010983372,0.0003119415,0.00032293642],"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":[0.00069458014,0.00012285443,0.0034353926,0.00019566625,0.00009051576,0.00097304326,0.0002065081,0.010783949,0.96993464,0.0058185495,0.0018821175,0.005862119],"study_design_scores_gemma":[0.000038373088,0.00033020842,0.03213381,0.000028191167,0.00007071899,0.00028542022,0.00042524768,0.099973924,0.86351824,0.0011624113,0.001988379,0.000045156932],"about_ca_topic_score_codex":0.0039203777,"about_ca_topic_score_gemma":0.005591953,"teacher_disagreement_score":0.00724792,"about_ca_system_score_codex":0.00062713126,"about_ca_system_score_gemma":0.00020191331,"threshold_uncertainty_score":0.024246752},"labels":[],"label_agreement":null},{"id":"W2121440745","doi":"10.5402/2011/161849","title":"Electron Spectrum and Tunneling Current of the Toroidal and Helical Graphene Nanoribbon-Quantum Dots Contact","year":2011,"lang":"en","type":"article","venue":"ISRN Nanotechnology","topic":"Graphene research and applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada; Russian Foundation for Basic Research","keywords":"Graphene; Quantum dot; Quantum tunnelling; Electron; Condensed matter physics; Current (fluid); Toroid; Physics; Quantum point contact; Materials science; Quantum mechanics; Quantum well; Plasma","score_opus":0.019122547680453912,"score_gpt":0.25406792258781336,"score_spread":0.23494537490735945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121440745","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":[0.9972606,0.000081201586,0.0009995356,0.000025767213,0.0000031461077,0.0000037945467,0.00005559792,0.000029886642,0.0015406312],"genre_scores_gemma":[0.99941194,0.000019390378,0.000295074,0.000003247486,8.909286e-7,0.0000019154156,0.000022065578,0.0000041266076,0.00024133844],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999194,0.000010216046,0.0000034242382,0.00001628655,0.000033522556,0.000017088843],"domain_scores_gemma":[0.99979466,0.000077450815,0.000030824383,0.000024556175,0.000044777367,0.000027626318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011417235,0.00018270235,0.00026193497,0.00046819707,0.000254361,0.00030374737,0.00027365383,0.00040150245,0.0019311991],"category_scores_gemma":[0.00038909036,0.00010670477,0.00016490121,0.00028644197,0.00050325785,0.0003395733,0.00017877108,0.00019796852,0.00016605272],"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":[0.00073845807,0.00010530763,0.0055523557,0.00012867023,0.00005047167,0.0011728561,0.00052343553,0.01157977,0.9592285,0.01646654,0.00022742868,0.004226163],"study_design_scores_gemma":[0.00007889527,0.000645439,0.055925146,0.000047025096,0.00007956533,0.0013061413,0.00082117086,0.30262488,0.6282227,0.008479347,0.0016770656,0.0000926924],"about_ca_topic_score_codex":0.0006839865,"about_ca_topic_score_gemma":0.0005164733,"teacher_disagreement_score":0.0019311991,"about_ca_system_score_codex":0.00026004284,"about_ca_system_score_gemma":0.00008434495,"threshold_uncertainty_score":0.006460488},"labels":[],"label_agreement":null}]}