{"meta":{"query_hash":"7d7367ea04bf","filters":{"venue":"Nanofabrication"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/7d7367ea04bf","api":"https://metacan.xera.ac/api/v1/cohort?venue=Nanofabrication"},"results":[{"id":"W161020096","doi":"10.1007/978-3-7091-0424-8_10","title":"Chemical Mechanical Polish for Nanotechnology","year":2011,"lang":"en","type":"book-chapter","venue":"Nanofabrication","topic":"Advanced Surface Polishing Techniques","field":"Engineering","cited_by":7,"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 Alberta","funders":"","keywords":"Copper interconnect; Nanotechnology; Chemical-mechanical planarization; Materials science; Fabrication; Wafer; Nanolithography; Lithography; Gallium nitride; Semiconductor industry; Photolithography; Optoelectronics; Engineering","score_opus":0.02215641040510423,"score_gpt":0.232726288181341,"score_spread":0.21056987777623676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W161020096","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009829268,0.0010785992,0.65677375,0.00021868707,0.00090182794,0.0013776738,0.00020377908,0.0069283824,0.332419],"genre_scores_gemma":[0.15886916,0.0030541804,0.54395646,0.00049856224,0.0015757779,0.0015885121,0.0014853511,0.0019142607,0.28705773],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988536,0.0000033913423,0.0003543066,0.00035598836,0.00013769176,0.0002949998],"domain_scores_gemma":[0.99904394,0.00006374039,0.00011852832,0.0005953567,0.000112104586,0.000066313536],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009323383,0.00032821906,0.00036677427,0.00017057081,0.00003349229,0.00001519266,0.00042201515,0.0011835202,0.00007488774],"category_scores_gemma":[0.00007538378,0.00038315842,0.00014253607,0.000036963735,0.00006418119,0.0001043584,0.000070594324,0.00039324598,0.00008928192],"study_design_candidate":"theoretical_or_conceptual","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":[0.000013138867,0.000010463492,3.3044944e-7,0.00010015481,0.000051747644,0.0000011195149,0.000039597264,0.0000110539695,0.058517683,0.8728634,0.020880459,0.047510844],"study_design_scores_gemma":[0.00011399108,0.000025660225,3.025235e-7,0.00006967199,0.0000455427,0.000008306189,5.748427e-7,0.0003479181,0.17269173,0.38210124,0.44419542,0.000399644],"about_ca_topic_score_codex":0.0000035863602,"about_ca_topic_score_gemma":0.0000017189877,"teacher_disagreement_score":0.49076217,"about_ca_system_score_codex":0.00027753174,"about_ca_system_score_gemma":0.000019261792,"threshold_uncertainty_score":0.999862},"labels":[],"label_agreement":null},{"id":"W2252881456","doi":"10.1007/978-3-7091-0424-8_6","title":"Atomic Layer Deposition for Nanotechnology","year":2011,"lang":"en","type":"book-chapter","venue":"Nanofabrication","topic":"Semiconductor materials and devices","field":"Engineering","cited_by":19,"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 Alberta","funders":"","keywords":"Atomic layer deposition; Nanotechnology; Nanometre; Deposition (geology); Materials science; Chemical vapor deposition; Fabrication; Layer (electronics); Nanoparticle; Thin film; Composite material","score_opus":0.027306990999341755,"score_gpt":0.2196933316294712,"score_spread":0.19238634063012944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252881456","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0558114,0.011732672,0.048787333,0.000138501,0.009046662,0.0031368157,0.00044644484,0.004526022,0.86637414],"genre_scores_gemma":[0.89926326,0.0018135563,0.004558928,0.00016040169,0.00089428126,0.00037176497,0.0009465064,0.00039164754,0.09159963],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993415,0.000002617663,0.00024455326,0.0002067629,0.00006562275,0.00013894355],"domain_scores_gemma":[0.99951845,0.000020215959,0.000100232035,0.00027348858,0.0000614474,0.000026150727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000048520775,0.00019973711,0.00022037249,0.0001368257,0.000034898832,0.000019202755,0.00013445556,0.00053623586,0.00021591144],"category_scores_gemma":[0.0000046790624,0.00021170605,0.00007376729,0.000016574337,0.000021209338,0.00007181484,0.000014850187,0.00008060811,0.00027976304],"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":[0.00002078716,0.000008922799,0.0000040634895,0.00033117452,0.00009873869,0.0000011952955,0.00007908498,0.000012949604,0.7249214,0.23795724,0.008712471,0.027851986],"study_design_scores_gemma":[0.00030865948,0.00006445941,0.000023895765,0.000156637,0.00014869598,0.000021777516,0.000002550799,0.0004936474,0.46553788,0.08687972,0.44574198,0.00062009646],"about_ca_topic_score_codex":0.0000059553254,"about_ca_topic_score_gemma":0.000004126938,"teacher_disagreement_score":0.84345186,"about_ca_system_score_codex":0.00008793851,"about_ca_system_score_gemma":0.000011885363,"threshold_uncertainty_score":0.8633122},"labels":[],"label_agreement":null},{"id":"W2487475695","doi":"10.1142/9789812790897_0015","title":"ALTERNATIVE NANOFABRICATION APPROACHES FOR NON-CMOS APPLICATIONS","year":2008,"lang":"en","type":"book-chapter","venue":"Nanofabrication","topic":"Nanofabrication and Lithography 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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Nanolithography; CMOS; Computer science; Nanotechnology; Materials science; Optoelectronics; Medicine","score_opus":0.032913468381099306,"score_gpt":0.2329847329296111,"score_spread":0.20007126454851182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2487475695","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000046824907,0.0015886892,0.5609919,0.00010044445,0.0003460797,0.0035066372,0.00025979214,0.00128022,0.4319216],"genre_scores_gemma":[0.08745864,0.026552288,0.10566563,0.0005119256,0.0037065693,0.029493773,0.010743422,0.0017082327,0.7341595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99743897,0.000016657834,0.0008649114,0.0008160786,0.00045200624,0.00041139222],"domain_scores_gemma":[0.9976743,0.00014750258,0.00048236345,0.0011187771,0.0004007653,0.00017632358],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020068217,0.0006980326,0.00060757255,0.00075565896,0.0002709162,0.000068481546,0.0006490234,0.00068924314,0.00006908085],"category_scores_gemma":[0.000015526255,0.0007897401,0.00044367948,0.00029224835,0.00016775347,0.00024864916,0.000046529887,0.00035023713,0.00023495173],"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":[0.000037767648,0.00016584569,0.000028492077,0.0006876219,0.0004421029,0.0000017870386,0.0006424818,0.00067217165,0.0016956433,0.30647334,0.18768348,0.50146925],"study_design_scores_gemma":[0.00035486338,0.00006515209,0.0000607611,0.000115415685,0.00014296237,0.00001787389,0.00000799145,0.011001762,0.0038183904,0.016026404,0.9674591,0.00092932675],"about_ca_topic_score_codex":0.0000053911735,"about_ca_topic_score_gemma":0.0000020853843,"teacher_disagreement_score":0.7797756,"about_ca_system_score_codex":0.00036435388,"about_ca_system_score_gemma":0.00007911286,"threshold_uncertainty_score":0.99945533},"labels":[],"label_agreement":null},{"id":"W270696203","doi":"10.1007/978-3-7091-0424-8_13","title":"Templating and Pattern Transfer Using Anodized Nanoporous Alumina/Titania","year":2011,"lang":"en","type":"book-chapter","venue":"Nanofabrication","topic":"Anodic Oxide Films and Nanostructures","field":"Materials Science","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 Alberta","funders":"","keywords":"Template; Nanoporous; Nanotechnology; Nanolithography; Materials science; Nanomaterials; Anodizing; Nanostructure; Nanoscopic scale; Fabrication; Aluminium; Metallurgy","score_opus":0.031028360210356237,"score_gpt":0.22942472908357678,"score_spread":0.19839636887322054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W270696203","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":[0.6689979,0.0057424298,0.016527304,0.00012833408,0.0029587483,0.0022464283,0.00063931104,0.0006314327,0.30212814],"genre_scores_gemma":[0.9479153,0.00022825516,0.0022323744,0.00017431681,0.00029948127,0.000013355746,0.0000891111,0.00013307626,0.048914697],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981596,0.000032046824,0.0005297851,0.0006388457,0.00034638884,0.0002933534],"domain_scores_gemma":[0.9990217,0.000045020774,0.00028436046,0.0004076396,0.00013441652,0.000106881744],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002240711,0.00040110218,0.00046639238,0.00013989546,0.00019535788,0.0000844602,0.00022365658,0.00045093143,0.0017952152],"category_scores_gemma":[0.000019473518,0.00036982697,0.0000923309,0.00003658526,0.00017062214,0.0001968452,0.000070918824,0.00017602213,0.00013391269],"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":[0.000047557493,0.000016011618,0.00017279817,0.00013123629,0.000027088246,0.000023411121,0.00093331904,0.0000011949012,0.9511677,0.013285775,0.0004901967,0.0337037],"study_design_scores_gemma":[0.0047968253,0.0010237775,0.0050445106,0.0028811537,0.0018955641,0.0013544543,0.00017558764,0.00059522816,0.64816105,0.065135054,0.2621446,0.0067922086],"about_ca_topic_score_codex":0.00026322162,"about_ca_topic_score_gemma":0.000027865033,"teacher_disagreement_score":0.30300668,"about_ca_system_score_codex":0.00008560185,"about_ca_system_score_gemma":0.00008310982,"threshold_uncertainty_score":0.99987537},"labels":[],"label_agreement":null},{"id":"W4411004276","doi":"10.37819/nanofab.10.2056","title":"Bioinspired gold-silver bimetallic nanoparticles from leaf and bark extract of Simarouba glauca and their antibacterial efficacy","year":2025,"lang":"en","type":"article","venue":"Nanofabrication","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","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":"Trinity College","funders":"","keywords":"Bimetallic strip; Bark (sound); Traditional medicine; Antibacterial activity; Silver nanoparticle; Colloidal gold; Chemistry; Nanoparticle; Materials science; Nanotechnology; Biology; Bacteria; Medicine; Organic chemistry; Metal","score_opus":0.012309748710236117,"score_gpt":0.24195285639747927,"score_spread":0.22964310768724314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411004276","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":[0.99741715,0.0011005573,0.00038623603,0.0003753585,0.00012391526,0.0003104423,0.00007016271,0.00006369173,0.00015250158],"genre_scores_gemma":[0.99802977,0.0002035273,0.0015249138,0.00006723437,0.000045089015,0.000035403256,0.000015827016,0.000011779165,0.00006648086],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988002,0.00009337419,0.00039679965,0.00040292868,0.00011480509,0.00019185999],"domain_scores_gemma":[0.99896336,0.00032746614,0.00018514108,0.00038535145,0.00007034843,0.000068329115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027108393,0.00015689599,0.00026577548,0.00008767028,0.00012102959,0.00010252574,0.00017180723,0.0000791039,0.0000697709],"category_scores_gemma":[0.00011007869,0.00012849567,0.000042686315,0.0003109599,0.00020037679,0.00021793244,0.00006596983,0.00003815855,0.000026956037],"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":[0.000048523958,0.00015488226,0.0019171032,0.000013900249,0.000010789291,1.2672821e-7,0.00015404916,0.0000011068329,0.95732343,0.0012539239,0.000121527606,0.039000664],"study_design_scores_gemma":[0.00044400818,0.000027964947,0.13520445,0.000044406734,0.000043563366,7.5600633e-7,0.000050897343,0.00024825777,0.86041844,0.00086924015,0.0025336426,0.0001143625],"about_ca_topic_score_codex":0.00014816092,"about_ca_topic_score_gemma":0.000011372508,"teacher_disagreement_score":0.13328734,"about_ca_system_score_codex":0.000020819427,"about_ca_system_score_gemma":0.000043869484,"threshold_uncertainty_score":0.5239901},"labels":[],"label_agreement":null},{"id":"W4412861913","doi":"10.37819/nanofab.10.2073","title":"Terminalia catappa Fallen Leaves Stabilized Zirconia Nanoparticles for Enhanced Anticancer and Antibacterial Activities","year":2025,"lang":"en","type":"article","venue":"Nanofabrication","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","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":"Trinity College","funders":"","keywords":"Terminalia; Cubic zirconia; Nanoparticle; Antibacterial activity; Traditional medicine; Chemistry; Materials science; Nanotechnology; Biology; Medicine; Organic chemistry; Bacteria","score_opus":0.011617504566081486,"score_gpt":0.28159965274924226,"score_spread":0.2699821481831608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412861913","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":[0.9919453,0.00022731163,0.0053920494,0.0009398211,0.0002621991,0.00083250896,0.000051863688,0.0000930899,0.00025580524],"genre_scores_gemma":[0.99508035,0.000109412606,0.0032844364,0.00009133396,0.000078855795,0.0007198828,0.000009435415,0.000013260781,0.00061302405],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99877125,0.00007140024,0.00034992493,0.0004083811,0.00012879175,0.00027023396],"domain_scores_gemma":[0.99905634,0.00031994595,0.000156521,0.000326012,0.00008896029,0.000052222753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000360271,0.00014913738,0.000286845,0.000075502416,0.0002797761,0.00016052983,0.00017404546,0.00008709993,0.000074902215],"category_scores_gemma":[0.0001401673,0.00013264413,0.00005320164,0.00017604929,0.00018971003,0.00027536709,0.000054857876,0.000040881812,0.000016644213],"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":[0.00016074853,0.00009178697,0.00035169176,0.00005200862,0.000008887903,5.7648002e-8,0.00020532394,0.0000013456072,0.9824344,0.0052719535,0.00028028517,0.011141543],"study_design_scores_gemma":[0.0010573402,0.000038633974,0.0042005423,0.00004766041,0.00006403344,6.4266897e-7,0.00017888653,0.00009179096,0.98898935,0.0013956006,0.0037858456,0.00014964158],"about_ca_topic_score_codex":0.000040578572,"about_ca_topic_score_gemma":0.00002552487,"teacher_disagreement_score":0.010991901,"about_ca_system_score_codex":0.000047166046,"about_ca_system_score_gemma":0.000082281054,"threshold_uncertainty_score":0.5409071},"labels":[],"label_agreement":null}]}