{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"7d7367ea04bf","filters":{"venue":"Nanofabrication"}},"results":[{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"A. Foroughi‐Abari","is_ca":true},{"name":"Ken Cadien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02730699099934175,"gpt":0.2196933316294712,"spread":0.1923863406301294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002155908,0.001017959,0.0006865482,0.001095393,0.001080921,0.001525311,0.0009764745,0.001005012,0.03433456],"category_scores_gemma":[0.0002875839,0.0005658573,0.0003585882,0.00115607,0.0006962303,0.002551827,0.001333334,0.002316705,0.01805943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009825807,"about_ca_system_score_gemma":0.000927472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009054893,"about_ca_topic_score_gemma":0.003784837,"domain_scores_codex":[0.9997696,0.00001641725,0.000007339999,0.00003485598,0.000152702,0.00001900292],"domain_scores_gemma":[0.9999357,0.0000188954,0.000003651443,0.00001565366,0.00002081847,0.000005111315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002168626,0.00005386046,0.00007001607,0.0009686579,0.00002012582,0.0001501092,0.0003782525,0.0006448845,0.0153916,0.2373064,0.335035,0.4099595],"study_design_scores_gemma":[0.000002075921,0.000008254077,0.00007647213,0.0001124404,0.000004806477,0.0001635487,0.00002688883,0.0002843903,0.00259599,0.01890807,0.9778101,0.000006812163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00152264,0.1023136,0.03616959,0.002008135,0.006062817,0.0001218908,0.0002270115,0.0005571117,0.8510172],"genre_scores_gemma":[0.00695033,0.04468569,0.01672163,0.0007031148,0.0005868963,0.00009116541,0.000225349,0.0002483567,0.9297875],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03433456,"threshold_uncertainty_score":0.1148606,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Luis Nolan","is_ca":true},{"name":"Ken Cadien","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02215641040510423,"gpt":0.232726288181341,"spread":0.2105698777762368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000210134,0.001109804,0.0005956205,0.001224796,0.001145391,0.001674694,0.00081683,0.001077032,0.04120702],"category_scores_gemma":[0.000285393,0.0004523905,0.0003329441,0.001071871,0.0008697304,0.002350449,0.001217733,0.002124704,0.02313022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000915182,"about_ca_system_score_gemma":0.0009837577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009962878,"about_ca_topic_score_gemma":0.004169745,"domain_scores_codex":[0.9997266,0.00001768075,0.000008520386,0.00004413261,0.0001829213,0.00002019575],"domain_scores_gemma":[0.9999274,0.00001884778,0.000005008039,0.0000148166,0.00002861554,0.000005321805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002426098,0.00005554269,0.00005389855,0.0009646646,0.00001184312,0.0001082962,0.0003543806,0.0004615424,0.01873751,0.1946508,0.2417216,0.5428556],"study_design_scores_gemma":[0.00000147972,0.0000087301,0.00005779681,0.00007198708,0.000003084489,0.0001114747,0.00002697848,0.0001247322,0.002138283,0.009820812,0.9876303,0.000004324199],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001503347,0.08988292,0.0307758,0.001972633,0.004742571,0.0001113905,0.0001818273,0.0004772493,0.8703522],"genre_scores_gemma":[0.004761156,0.03091196,0.007940586,0.0006511485,0.0004419079,0.00006858488,0.0001358144,0.0002092747,0.9548795],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04120702,"threshold_uncertainty_score":0.1378512,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Template; Nanoporous; Nanotechnology; Nanolithography; Materials science; Nanomaterials; Anodizing; Nanostructure; Nanoscopic scale; Fabrication; Aluminium; Metallurgy","authors":[{"name":"Karthik Shankar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03102836021035624,"gpt":0.2294247290835768,"spread":0.1983963688732205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009225832,0.0003989451,0.0003629655,0.0004048823,0.0002627413,0.0004114429,0.0007445496,0.0003246289,0.002685181],"category_scores_gemma":[0.0001268732,0.0004189198,0.0004166307,0.0004393267,0.0002470731,0.0007463451,0.0003801376,0.0007425005,0.001956357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002817621,"about_ca_system_score_gemma":0.0001434932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003316265,"about_ca_topic_score_gemma":0.000985341,"domain_scores_codex":[0.9998885,0.000002671706,0.000008491499,0.00003084548,0.0000513436,0.00001811916],"domain_scores_gemma":[0.9999505,0.0000140119,0.000007292545,0.00001533023,0.000008316854,0.000004538973],"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":[0.0000116976,0.00001515481,0.00002532284,0.0002058983,0.000007157028,0.00007033196,0.00005010853,0.0001465778,0.9804996,0.0008921114,0.0005412746,0.01753491],"study_design_scores_gemma":[0.000004257939,0.0000543341,0.0003905014,0.000007472702,0.00000875267,0.0002944406,0.00001249405,0.0007036617,0.9838645,0.0005303246,0.01411848,0.00001070667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5848449,0.02233417,0.2382028,0.0008272369,0.001591898,0.0005374105,0.001887157,0.005995425,0.143779],"genre_scores_gemma":[0.7188578,0.01276436,0.1176479,0.0003738167,0.0002161246,0.0003129707,0.002094481,0.000950182,0.1467824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002685181,"threshold_uncertainty_score":0.008982837,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Nanolithography; CMOS; Computer science; Nanotechnology; Materials science; Optoelectronics; Medicine","authors":[{"name":"C. V. Cojocaru","is_ca":true},{"name":"Fabio Cicoira","is_ca":true},{"name":"Federico Rosei","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03291346838109931,"gpt":0.2329847329296111,"spread":0.2000712645485118,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001607719,0.0006766526,0.0004954398,0.0005684383,0.0005548368,0.001026158,0.001260204,0.001174873,0.009396526],"category_scores_gemma":[0.0001964097,0.0004326657,0.0005356501,0.0007348873,0.0005134891,0.002082092,0.000801828,0.001329233,0.004023063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004900724,"about_ca_system_score_gemma":0.0002519457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000187231,"about_ca_topic_score_gemma":0.000784906,"domain_scores_codex":[0.9997942,0.000009821759,0.000008107399,0.00004319683,0.0001206246,0.00002414762],"domain_scores_gemma":[0.9999146,0.00002503778,0.00001163656,0.00001841018,0.00002458804,0.000005673438],"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":[0.00009136252,0.0001057044,0.00006729355,0.001836637,0.00002942867,0.0003602828,0.0003231032,0.001207996,0.7290534,0.07936446,0.009646392,0.1779139],"study_design_scores_gemma":[0.00003397037,0.0002651542,0.0005388135,0.0002543243,0.00005927449,0.002690864,0.000140133,0.005597468,0.451168,0.03020014,0.508985,0.00006678789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05780349,0.1304243,0.4806798,0.001945551,0.003463533,0.0002931941,0.0005265042,0.001590122,0.3232735],"genre_scores_gemma":[0.1961804,0.08173818,0.3566908,0.00171175,0.0007716384,0.0004104524,0.0007635939,0.0005330409,0.3612001],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009396526,"threshold_uncertainty_score":0.03143448,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"R. Suresh","is_ca":false},{"name":"P. Settu","is_ca":false},{"name":"P. Baskaran","is_ca":false},{"name":"N. Thangamani","is_ca":true},{"name":"Paramasivam Sumathi","is_ca":false},{"name":"R. Subramanian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01161750456608149,"gpt":0.2815996527492423,"spread":0.2699821481831608,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009576512,0.0002535163,0.0002260855,0.0001664597,0.0000798797,0.0001696301,0.0001999915,0.0002354573,0.0004782001],"category_scores_gemma":[0.00006488105,0.0001202458,0.0003117164,0.0001162681,0.0001095236,0.0001500369,0.0001440535,0.0002391554,0.0001337869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388318,"about_ca_system_score_gemma":0.0001049653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004002969,"about_ca_topic_score_gemma":0.0007286998,"domain_scores_codex":[0.9999448,0.000004762545,0.00000551428,0.00001347251,0.00001787354,0.0000136388],"domain_scores_gemma":[0.9999704,0.000003786968,0.000008966322,0.000002614484,0.000008673434,0.000005551293],"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":[0.00003245967,0.00000690352,0.00003921291,0.00006132051,0.000002811491,0.00002999788,0.000005671975,0.0000372967,0.9984201,0.0000360777,0.00001077586,0.001317214],"study_design_scores_gemma":[0.000006901259,0.0001661197,0.0007124825,0.000003282094,0.00001643172,0.0001087006,0.000008582795,0.0004638552,0.9974366,0.00001789252,0.001055381,0.000003885114],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790233,0.005164238,0.01340425,0.00009492628,0.00005909095,0.00004828357,0.0001931415,0.0001537883,0.001859109],"genre_scores_gemma":[0.9908904,0.00139063,0.005601318,0.00003178113,0.000008039781,0.00001887965,0.0001538524,0.000013688,0.001891399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004782001,"threshold_uncertainty_score":0.001599789,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"N. Thangamani","is_ca":true},{"name":"N. Bhuvaneshwari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01230974871023612,"gpt":0.2419528563974793,"spread":0.2296431076872431,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006142438,0.0002152975,0.0002234705,0.0002754592,0.0001398781,0.0001271881,0.0001454619,0.0002314892,0.0006430406],"category_scores_gemma":[0.00006441352,0.00006646842,0.0002019235,0.00009580777,0.00007899659,0.0001166536,0.0001251222,0.000230607,0.0001387567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008053526,"about_ca_system_score_gemma":0.00008526841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005496353,"about_ca_topic_score_gemma":0.00157333,"domain_scores_codex":[0.9999653,0.000006714687,0.000003002765,0.000007935275,0.0000113603,0.000005682465],"domain_scores_gemma":[0.9999714,0.000004397305,0.000006579687,0.000003041605,0.000007803734,0.000006823891],"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":[0.0000394384,0.00001820144,0.00007599065,0.00006325776,0.000003499085,0.00002501901,0.000007200873,0.00002688555,0.9980854,0.00001426031,0.00001237602,0.001628598],"study_design_scores_gemma":[0.000007700155,0.0005058398,0.003716565,0.000009763389,0.00003450124,0.0001423533,0.00002830454,0.0004540922,0.9933372,0.00003546679,0.001723785,0.000004530856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926915,0.002878394,0.002183621,0.00009302759,0.00002856754,0.0000235583,0.0001322487,0.0000814614,0.001887707],"genre_scores_gemma":[0.9931612,0.000689205,0.003000354,0.0000613911,0.000008526288,0.00001365412,0.0001741218,0.00001161175,0.002879936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006430406,"threshold_uncertainty_score":0.002151191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}