{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"d44f7a958ce0","filters":{"venue":"Frontiers in Nanoscience and Nanotechnology"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Songlin Yang","is_ca":true},{"name":"Jin Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009202947204457046,"gpt":0.2412004788672639,"spread":0.2319975316628069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001653706,0.0004467078,0.0003529012,0.0004502151,0.0001692848,0.000231395,0.0002979681,0.0004450956,0.0009517201],"category_scores_gemma":[0.0001771268,0.0002469429,0.0003165187,0.0002844043,0.0001202692,0.0005021534,0.0002967638,0.0005326007,0.0006229114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855289,"about_ca_system_score_gemma":0.0001895677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001038554,"about_ca_topic_score_gemma":0.0003071524,"domain_scores_codex":[0.999835,0.00001668422,0.00001163819,0.00003835499,0.00008507041,0.00001314315],"domain_scores_gemma":[0.9999284,0.00002926851,0.00001559086,0.000007005616,0.00001572441,0.000004075054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003055768,0.00003509119,0.0001626467,0.002792641,0.00004677391,0.0004428095,0.00007376409,0.0006322734,0.9037026,0.002849267,0.001347389,0.08788414],"study_design_scores_gemma":[0.000006943169,0.0001593523,0.0006547016,0.00009766739,0.00004693472,0.002124796,0.0000229121,0.001719364,0.9006481,0.0006670101,0.09382506,0.00002715506],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.1199182,0.5828915,0.2667307,0.0007420994,0.0008260814,0.0002654906,0.0004747308,0.0006685876,0.02748262],"genre_scores_gemma":[0.503079,0.2919905,0.1849297,0.0004980491,0.0003823182,0.0003949557,0.0005091933,0.0001610508,0.01805521],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0009517201,"threshold_uncertainty_score":0.003183782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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","authors":[{"name":"Na Xu","is_ca":true},{"name":"Sarkar Dk","is_ca":true},{"name":"Xg Chen","is_ca":false},{"name":"Wai‐Yip Tong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009506406475719726,"gpt":0.2380563724310636,"spread":0.2285499659553439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001477886,0.0003156616,0.0002943868,0.0002414254,0.0002062533,0.0002314559,0.000534541,0.0002851262,0.001146653],"category_scores_gemma":[0.0001632125,0.0002952025,0.0002384824,0.0001611751,0.0001535893,0.0002450833,0.0003569189,0.0005751863,0.0005705829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001759988,"about_ca_system_score_gemma":0.0001975268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000520997,"about_ca_topic_score_gemma":0.001511571,"domain_scores_codex":[0.9998535,0.00001172067,0.00000980368,0.00002630405,0.00006792894,0.00003075067],"domain_scores_gemma":[0.9999313,0.00001437814,0.00001360832,0.00001002369,0.0000189714,0.00001172155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000005524887,0.000008216935,0.00002048253,0.00003240768,0.000002343895,0.00002741511,0.00001002671,0.00003390002,0.9979833,0.00008175574,0.00002372562,0.001770887],"study_design_scores_gemma":[0.000004623242,0.00004116067,0.0002617603,0.000002190293,0.000005753937,0.00008969122,0.000008544951,0.0005233282,0.9977138,0.00002678588,0.001318777,0.000003606389],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297628,0.002709523,0.05756843,0.0003985794,0.0001646915,0.0002305503,0.000290243,0.0005893903,0.008285757],"genre_scores_gemma":[0.9544669,0.001581442,0.03744319,0.0001172623,0.00003398896,0.00007280976,0.0001839525,0.00003950139,0.006060919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001146653,"threshold_uncertainty_score":0.003835917,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria; BC Cancer Agency","funders":"","keywords":"Nanomedicine; Cancer; Nanotechnology; Medicine; Materials science; Internal medicine; Nanoparticle","authors":[{"name":"Devika B. Chithrani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007633493038241022,"gpt":0.246403138758115,"spread":0.238769645719874,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003077818,0.000642737,0.0009691585,0.0007881694,0.001005931,0.003036885,0.001378372,0.002668073,0.009436718],"category_scores_gemma":[0.004222075,0.0003482649,0.0003899903,0.0005579763,0.00154233,0.00747696,0.002501742,0.002923567,0.003243827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549702,"about_ca_system_score_gemma":0.002576104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000924886,"about_ca_topic_score_gemma":0.001248594,"domain_scores_codex":[0.998708,0.000396507,0.00006778274,0.0001513279,0.0004674392,0.000208972],"domain_scores_gemma":[0.9970813,0.001318008,0.0004406496,0.0001733365,0.0007703046,0.0002163183],"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":[0.0004170696,0.0004745035,0.001512862,0.006056674,0.0001514376,0.0003049755,0.0008848786,0.006821136,0.2423338,0.4177287,0.03508072,0.2882333],"study_design_scores_gemma":[0.00006637869,0.0009989247,0.001134376,0.001095125,0.0001432177,0.0007498889,0.001087436,0.009368109,0.150654,0.181337,0.6532829,0.00008270224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07827405,0.5548948,0.1952461,0.09542364,0.005585584,0.0003193887,0.0005033116,0.001201214,0.06855192],"genre_scores_gemma":[0.594722,0.2655172,0.08657889,0.02157361,0.002687511,0.0006084488,0.0005027314,0.0004848304,0.02732473],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009436718,"threshold_uncertainty_score":0.031569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}