{"meta":{"query_hash":"d44f7a958ce0","filters":{"venue":"Frontiers in Nanoscience and Nanotechnology"},"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/d44f7a958ce0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Frontiers+in+Nanoscience+and+Nanotechnology"},"results":[{"id":"W2736392477","doi":"10.15761/fnn.1000147","title":"Superhydrophobic organic-inorganic thin films on aluminum by a simple one-step electrochemical process","year":2017,"lang":"en","type":"article","venue":"Frontiers in Nanoscience and Nanotechnology","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","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":"Université du Québec à Chicoutimi","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aluminium; Electrochemistry; Materials science; Simple (philosophy); Thin film; Process (computing); Nanotechnology; Chemical engineering; Metallurgy; Computer science; Chemistry; Electrode; Engineering","score_opus":0.009506406475719726,"score_gpt":0.23805637243106365,"score_spread":0.2285499659553439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736392477","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":[0.9297628,0.0027095233,0.057568435,0.0003985794,0.00016469146,0.00023055029,0.00029024298,0.00058939034,0.008285757],"genre_scores_gemma":[0.9544669,0.001581442,0.03744319,0.000117262316,0.000033988963,0.00007280976,0.00018395248,0.000039501392,0.0060609193],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998535,0.000011720675,0.00000980368,0.000026304053,0.00006792894,0.000030750674],"domain_scores_gemma":[0.99993134,0.000014378143,0.000013608318,0.000010023691,0.000018971405,0.000011721553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014778857,0.00031566163,0.00029438682,0.0002414254,0.00020625329,0.00023145592,0.000534541,0.0002851262,0.0011466531],"category_scores_gemma":[0.00016321255,0.00029520245,0.00023848236,0.00016117514,0.00015358934,0.0002450833,0.0003569189,0.0005751863,0.0005705829],"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":[0.000005524887,0.000008216935,0.000020482526,0.00003240768,0.0000023438954,0.000027415106,0.000010026705,0.000033900018,0.99798334,0.000081755745,0.000023725617,0.0017708866],"study_design_scores_gemma":[0.000004623242,0.00004116067,0.00026176032,0.0000021902933,0.000005753937,0.00008969122,0.000008544951,0.0005233282,0.9977138,0.00002678588,0.0013187773,0.0000036063886],"about_ca_topic_score_codex":0.000520997,"about_ca_topic_score_gemma":0.001511571,"teacher_disagreement_score":0.0011466531,"about_ca_system_score_codex":0.0001759988,"about_ca_system_score_gemma":0.00019752675,"threshold_uncertainty_score":0.0038359165},"labels":[],"label_agreement":null},{"id":"W2737334288","doi":"10.15761/fnn.1000146","title":"Matrix-Assisted Pulsed Laser Evaporation (MAPLE) technique for deposition of hybrid nanostructures","year":2017,"lang":"en","type":"article","venue":"Frontiers in Nanoscience and Nanotechnology","topic":"Laser-Ablation Synthesis of Nanoparticles","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Maple; Evaporation; Deposition (geology); Materials science; Pulsed laser deposition; Matrix (chemical analysis); Nanostructure; Pulsed laser; Laser; Nanotechnology; Thin film; Composite material; Optics; Physics; Biology","score_opus":0.009202947204457046,"score_gpt":0.24120047886726392,"score_spread":0.23199753166280687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737334288","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1199182,0.5828915,0.26673067,0.00074209936,0.00082608144,0.00026549064,0.00047473077,0.00066858757,0.027482621],"genre_scores_gemma":[0.503079,0.2919905,0.18492973,0.0004980491,0.00038231825,0.0003949557,0.00050919334,0.0001610508,0.018055212],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999835,0.000016684218,0.000011638191,0.00003835499,0.00008507041,0.00001314315],"domain_scores_gemma":[0.99992836,0.000029268507,0.000015590856,0.0000070056158,0.00001572441,0.0000040750538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001653706,0.0004467078,0.00035290123,0.00045021513,0.0001692848,0.00023139501,0.00029796813,0.00044509556,0.00095172005],"category_scores_gemma":[0.00017712676,0.0002469429,0.00031651868,0.0002844043,0.000120269215,0.00050215336,0.00029676378,0.00053260074,0.0006229114],"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":[0.000030557676,0.000035091194,0.00016264673,0.0027926413,0.000046773912,0.0004428095,0.00007376409,0.00063227344,0.90370256,0.0028492666,0.0013473893,0.08788414],"study_design_scores_gemma":[0.0000069431694,0.00015935228,0.00065470155,0.00009766739,0.00004693472,0.0021247964,0.000022912101,0.0017193642,0.90064806,0.0006670101,0.09382506,0.000027155056],"about_ca_topic_score_codex":0.0001038554,"about_ca_topic_score_gemma":0.00030715243,"teacher_disagreement_score":0.00095172005,"about_ca_system_score_codex":0.00018552887,"about_ca_system_score_gemma":0.00018956768,"threshold_uncertainty_score":0.003183782},"labels":[],"label_agreement":null},{"id":"W2909683588","doi":"10.15761/fnn.1000178","title":"Crossing barriers towards improving cancer nanomedicine","year":2018,"lang":"en","type":"article","venue":"Frontiers in Nanoscience and Nanotechnology","topic":"Nanoparticle-Based Drug Delivery","field":"Materials Science","cited_by":0,"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 Victoria; BC Cancer Agency","funders":"","keywords":"Nanomedicine; Cancer; Nanotechnology; Medicine; Materials science; Internal medicine; Nanoparticle","score_opus":0.007633493038241022,"score_gpt":0.24640313875811504,"score_spread":0.23876964571987402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909683588","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07827405,0.5548948,0.19524612,0.09542364,0.0055855843,0.00031938867,0.0005033116,0.0012012142,0.06855192],"genre_scores_gemma":[0.594722,0.26551723,0.08657889,0.021573612,0.002687511,0.0006084488,0.00050273136,0.00048483044,0.027324729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998708,0.000396507,0.00006778274,0.00015132794,0.00046743918,0.00020897201],"domain_scores_gemma":[0.99708134,0.0013180079,0.00044064957,0.00017333655,0.0007703046,0.00021631827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003077818,0.00064273697,0.0009691585,0.0007881694,0.0010059308,0.0030368848,0.0013783718,0.0026680734,0.009436718],"category_scores_gemma":[0.0042220745,0.00034826493,0.0003899903,0.0005579763,0.0015423305,0.0074769603,0.002501742,0.0029235666,0.0032438275],"study_design_candidate":"not_applicable","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":[0.0004170696,0.00047450353,0.0015128623,0.0060566743,0.00015143765,0.00030497552,0.00088487857,0.0068211355,0.24233383,0.4177287,0.035080723,0.28823325],"study_design_scores_gemma":[0.00006637869,0.0009989247,0.0011343759,0.0010951246,0.00014321767,0.00074988895,0.0010874359,0.009368109,0.15065399,0.18133701,0.6532829,0.00008270224],"about_ca_topic_score_codex":0.000924886,"about_ca_topic_score_gemma":0.0012485939,"teacher_disagreement_score":0.009436718,"about_ca_system_score_codex":0.0015497021,"about_ca_system_score_gemma":0.0025761044,"threshold_uncertainty_score":0.031569004},"labels":[],"label_agreement":null}]}