{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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":"093c5916b2c1","filters":{"venue":"Specialized and Legacy Electronics Manufacturing Conferences"}},"results":[{"id":"W7124187219","doi":"10.37665/lervull59598","title":"Reliable Serial Backplane Data Transmission at 10 Gb/s","year":2002,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"Advancements in PLL and VCO Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Forming Technologies (Canada)","funders":"","keywords":"Backplane; Channel (broadcasting); Equalization (audio); Data transmission; Transmission (telecommunications); Intersymbol interference","authors":[{"name":"K. Lazaris-Brunner","is_ca":true},{"name":"Bharat Tailor","is_ca":true},{"name":"John D’Ambrosia","is_ca":false},{"name":"Michael Fogg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03794100433534128,"gpt":0.2539527465637815,"spread":0.2160117422284402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003605906,0.0003994744,0.0002733704,0.0003140599,0.0002116469,0.0005398307,0.000280903,0.000284042,0.0047364],"category_scores_gemma":[0.0008757692,0.0001651798,0.00009034602,0.0002341365,0.0003095829,0.0005444571,0.0003809141,0.0003094418,0.001849125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002693248,"about_ca_system_score_gemma":0.0002477173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008062772,"about_ca_topic_score_gemma":0.0009075757,"domain_scores_codex":[0.9995771,0.00006351322,0.00002403363,0.00006117737,0.0001850537,0.00008905178],"domain_scores_gemma":[0.9994206,0.0001364261,0.00008300118,0.0001089523,0.000225283,0.00002565701],"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":[0.0008095492,0.00007870998,0.003385023,0.0001754139,0.00002782134,0.0004414796,0.0003301074,0.008363621,0.8962992,0.003026668,0.003668427,0.08339395],"study_design_scores_gemma":[0.00009439191,0.0006411968,0.002179373,0.00003141085,0.00003473114,0.0004914249,0.0001450912,0.04639858,0.9313542,0.001288648,0.01731742,0.00002360585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8121716,0.0003492305,0.1635119,0.000381435,0.0001805993,0.00007242662,0.000403587,0.005761526,0.01716777],"genre_scores_gemma":[0.9645845,0.0001508617,0.02586289,0.00007216036,0.00004480744,0.00001666221,0.000385814,0.0002013669,0.008680829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0047364,"threshold_uncertainty_score":0.01584482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124166108","doi":"10.37665/lepzpdv85770","title":"The Optoelectronic Assembly Workcell","year":2002,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Forming Technologies (Canada)","funders":"","keywords":"Workcell; Automation; Process (computing); Control reconfiguration; Changeover; Production (economics); Photonics; Quality (philosophy)","authors":[{"name":"Ray Gottsleben","is_ca":true},{"name":"Steve Sytsma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0162316155737629,"gpt":0.2168253055158799,"spread":0.200593689942117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002322364,0.0005953886,0.0004070866,0.0006763861,0.001506636,0.002323956,0.001318422,0.0006814919,0.01564168],"category_scores_gemma":[0.0003086172,0.0003118731,0.0003267328,0.0006332129,0.0004566068,0.0008771736,0.00128706,0.0006543086,0.008060394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008053837,"about_ca_system_score_gemma":0.0008219034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308104,"about_ca_topic_score_gemma":0.001457121,"domain_scores_codex":[0.9994466,0.00002867419,0.00002668482,0.0001147589,0.0002983898,0.00008498303],"domain_scores_gemma":[0.9997477,0.00002953411,0.00003201827,0.00008327083,0.00007720831,0.00003020164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002667517,0.0001800189,0.001680439,0.0002875197,0.00002145494,0.001281236,0.0003890522,0.00854993,0.5725047,0.08600146,0.03484463,0.2939928],"study_design_scores_gemma":[0.00002313929,0.0001861541,0.001731396,0.00005092545,0.00001848336,0.0007469992,0.000175856,0.01442216,0.5632721,0.004581129,0.4147328,0.00005884564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1515053,0.003381655,0.543476,0.002129149,0.003307152,0.0007715979,0.004458237,0.00892977,0.2820411],"genre_scores_gemma":[0.443745,0.002052014,0.3606389,0.0009729652,0.0003769233,0.0007011505,0.003579414,0.0006050997,0.1873285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01564168,"threshold_uncertainty_score":0.05232668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124133016","doi":"10.37665/lefmvmh58851","title":"“Life-Tests of Small Sample Sizes = Trouble”… or “What Can You Learn, If You Test Only a Few?”","year":2002,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Sample size determination; Sample (material); Quality (philosophy); Test (biology); Statistical hypothesis testing; Test method","authors":[{"name":"T. Clifford","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02583053347842044,"gpt":0.2340475055127009,"spread":0.2082169720342805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05709126,0.00123043,0.001964662,0.001512397,0.001171975,0.003131934,0.001984331,0.002843599,0.01146112],"category_scores_gemma":[0.3253273,0.0004656869,0.00114653,0.001443348,0.009305871,0.006993585,0.00186336,0.005940911,0.00376524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563002,"about_ca_system_score_gemma":0.001592107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009368735,"about_ca_topic_score_gemma":0.001007006,"domain_scores_codex":[0.9295098,0.04931575,0.00335128,0.003137622,0.01422034,0.0004651865],"domain_scores_gemma":[0.5895337,0.3402949,0.01972529,0.02398642,0.02404173,0.002417971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0008447419,0.0001981308,0.0131005,0.003744463,0.0007502157,0.0008509979,0.00157645,0.004851474,0.004285639,0.2607273,0.3124357,0.3966345],"study_design_scores_gemma":[0.0001455234,0.0008920995,0.008192887,0.003064975,0.0002542778,0.002241098,0.001763932,0.01247162,0.01075333,0.7595639,0.2002452,0.0004112892],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01545587,0.02741809,0.7538127,0.1581265,0.01539594,0.0004430736,0.0009272482,0.003240438,0.02518016],"genre_scores_gemma":[0.3442201,0.01496039,0.4531069,0.1507328,0.01186013,0.0009310736,0.0007963546,0.001879542,0.02151282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05709126,"threshold_uncertainty_score":0.3019311,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124142415","doi":"10.37665/levbmop59194","title":"Static &amp; Dynamic Characteristics of Interposer Sockets","year":2002,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"3D IC and TSV technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hewlett-Packard (Canada)","funders":"","keywords":"Interposer; Reliability (semiconductor); Component (thermodynamics); Work (physics); New product development","authors":[{"name":"R. Iannuzzelli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01725675177578432,"gpt":0.2346614128189805,"spread":0.2174046610431961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000342136,0.0003313405,0.0003348227,0.0007322322,0.0002185394,0.0004624301,0.0003825136,0.0003995374,0.0045732],"category_scores_gemma":[0.001443269,0.0001631875,0.0002091571,0.0007335543,0.0003829649,0.0006454586,0.0003116469,0.0002407278,0.0008065059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002984426,"about_ca_system_score_gemma":0.0001283989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003313049,"about_ca_topic_score_gemma":0.0003068223,"domain_scores_codex":[0.9993494,0.00006689175,0.00002706109,0.0001148071,0.0003253743,0.0001165334],"domain_scores_gemma":[0.9982198,0.0005268271,0.0003039334,0.0002131305,0.0005793591,0.0001569273],"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":[0.002885121,0.0003150945,0.0333864,0.0002644591,0.0001182373,0.002027608,0.001199667,0.05474069,0.8137106,0.0051226,0.004931574,0.08129787],"study_design_scores_gemma":[0.0001263571,0.005895747,0.07357482,0.00008376481,0.0001774352,0.005952409,0.001066011,0.2356815,0.6490963,0.002878911,0.02529776,0.0001690762],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832429,0.0003458645,0.01074005,0.00005842378,0.00004221404,0.00001478845,0.0002932891,0.0004827116,0.004779676],"genre_scores_gemma":[0.9982418,0.00003074119,0.0002308597,0.00001006969,0.000005381595,0.000004007126,0.0001253246,0.00002704964,0.001324857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0045732,"threshold_uncertainty_score":0.01529884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124143977","doi":"10.37665/lepwvba27912","title":"Critical Manufacturing Issues Associated with Moisture Sensitive Devices (MSD)","year":2001,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ABB (Canada)","funders":"","keywords":"Reliability (semiconductor); Moisture; Surface-mount technology; Electronic equipment; Sensitivity (control systems)","authors":[{"name":"François Monette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01475157873919578,"gpt":0.2560235867441065,"spread":0.2412720080049107,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002719553,0.0005569987,0.0003800533,0.001381054,0.001452979,0.002231886,0.0008906857,0.002228435,0.006356932],"category_scores_gemma":[0.00668411,0.0004323196,0.0003230088,0.0007023629,0.001319384,0.002058712,0.001638759,0.0009933695,0.001729512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009090577,"about_ca_system_score_gemma":0.0005024085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006738918,"about_ca_topic_score_gemma":0.0009058935,"domain_scores_codex":[0.996637,0.0007012433,0.0002414587,0.0002538417,0.001932103,0.0002343843],"domain_scores_gemma":[0.9903476,0.004298156,0.002151187,0.0006146039,0.002305502,0.0002830513],"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":[0.001286207,0.0002140984,0.0195661,0.005426767,0.0001815722,0.04665962,0.00444928,0.01297629,0.2504066,0.06899262,0.05548887,0.534352],"study_design_scores_gemma":[0.00008000107,0.00220543,0.01535496,0.001516097,0.0003004025,0.08888055,0.005353781,0.01643565,0.2731448,0.04057624,0.5559022,0.0002497665],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4352401,0.1907048,0.1699447,0.03346297,0.008782184,0.001094625,0.0003944703,0.002557801,0.1578184],"genre_scores_gemma":[0.9385308,0.01777554,0.02543196,0.0030271,0.001471145,0.00007759987,0.0000745878,0.0001399394,0.01347129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006356932,"threshold_uncertainty_score":0.02126604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124151573","doi":"10.37665/lejxjmt64128","title":"Have High Cu Dissolution Rates of SAC305/405 Alloys Forced a Change in the Lead Free Alloy used During PTH Processes?","year":2007,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"IBM (Canada)","funders":"","keywords":"Rework; Alloy; Reliability (semiconductor); Dissolution; Soldering; Electronics; Lead (geology)","authors":[{"name":"Craig Hamilton","is_ca":false},{"name":"Polina Snugovsky","is_ca":false},{"name":"Matthew Kelly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02912702640443947,"gpt":0.2742736770967871,"spread":0.2451466506923476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001966137,0.0003738373,0.0007216563,0.0008267892,0.0007032734,0.001355455,0.0007403546,0.001215918,0.002273948],"category_scores_gemma":[0.004025276,0.0004251802,0.0004751155,0.0005431524,0.0006489708,0.001157001,0.0004434668,0.0007869269,0.001295258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060748,"about_ca_system_score_gemma":0.0006267073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005077278,"about_ca_topic_score_gemma":0.0080438,"domain_scores_codex":[0.998189,0.0001695918,0.0001707124,0.0003351508,0.0009155826,0.0002199053],"domain_scores_gemma":[0.9981362,0.0003210483,0.0004621875,0.0001552999,0.0008423443,0.00008303739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004350012,0.0002586602,0.07948467,0.001865535,0.0002673328,0.002905685,0.001948761,0.003734604,0.8229685,0.002511262,0.003815833,0.07588916],"study_design_scores_gemma":[0.00004501678,0.00196631,0.05210079,0.0001176264,0.0002131771,0.001921681,0.002010323,0.005064289,0.9157711,0.000910462,0.01979278,0.00008649797],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893317,0.002587477,0.003005276,0.0003569497,0.0002160159,0.00005059588,0.0003374856,0.0001382871,0.003976095],"genre_scores_gemma":[0.9959479,0.0004488562,0.001079162,0.00009954178,0.0000258998,0.00001387997,0.0002354776,0.00006514024,0.002084145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005077278,"threshold_uncertainty_score":0.01039803,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124146230","doi":"10.37665/lekixsm90450","title":"Issues and Solutions to Implementing Lead Free Soldering","year":2000,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"Recycling and Waste Management Techniques","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Soldering; Electronics; Dip soldering; Solder paste; Electronic component; Printed circuit board; Electronic equipment","authors":[{"name":"Lee Whiteman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02016367596025477,"gpt":0.2687136801336891,"spread":0.2485500041734344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03072832,0.001582035,0.0006396719,0.001979509,0.003743235,0.008326312,0.006885679,0.01041496,0.02371902],"category_scores_gemma":[0.05307237,0.0008476946,0.00106458,0.001925392,0.003382629,0.009415226,0.004644396,0.00853498,0.005929366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005234145,"about_ca_system_score_gemma":0.02035167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008701261,"about_ca_topic_score_gemma":0.008186369,"domain_scores_codex":[0.9672208,0.012494,0.00290494,0.002433554,0.01175668,0.003190171],"domain_scores_gemma":[0.9222012,0.01731564,0.005318323,0.007003623,0.04261929,0.005541965],"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":[0.0001578935,0.001240188,0.006504568,0.003166601,0.00009817488,0.00216142,0.003256738,0.01275872,0.008837881,0.2023545,0.1779937,0.5814696],"study_design_scores_gemma":[0.00009972003,0.0006697989,0.003180715,0.003394171,0.00009474206,0.001794468,0.008335839,0.008456364,0.01095542,0.0822105,0.8806182,0.0001900084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03302248,0.02284186,0.2205369,0.5506196,0.01301533,0.001553365,0.0002602045,0.004085702,0.1540646],"genre_scores_gemma":[0.4393773,0.02326986,0.3232426,0.1101562,0.003673173,0.001335621,0.0008065696,0.0008536209,0.09728502],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03072832,"threshold_uncertainty_score":0.1625088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124147859","doi":"10.37665/levswlz25021","title":"Development and Application of a Press-Pin/PTH Reliability Model","year":2002,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hewlett-Packard (Canada)","funders":"","keywords":"Reliability (semiconductor); Parametric statistics; Finite element method; Soldering; Physics of failure; Parametric model; Development (topology); Interconnection; Cable gland","authors":[{"name":"Ajit R. Kulkarni","is_ca":true},{"name":"R. Iannuzzelli","is_ca":true},{"name":"J. Seyyedi","is_ca":true},{"name":"H. Mercado-Corujo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02268075318590057,"gpt":0.2331702162908547,"spread":0.2104894631049542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007473294,0.0008188703,0.0005940237,0.001060054,0.0004646062,0.0008561119,0.002225897,0.001299958,0.003862226],"category_scores_gemma":[0.00119081,0.0006416041,0.0009115162,0.0004322895,0.000404181,0.000841175,0.0006614701,0.0009126841,0.001004433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009552,"about_ca_system_score_gemma":0.001435104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009198369,"about_ca_topic_score_gemma":0.005201861,"domain_scores_codex":[0.9995462,0.00007231954,0.00002639682,0.00007698272,0.0002351194,0.00004291772],"domain_scores_gemma":[0.9994374,0.0001913513,0.00008543896,0.00005494586,0.0002114405,0.00001939198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001147815,0.00002113223,0.0004266777,0.00005129946,0.000007905624,0.00007799217,0.00002972232,0.985985,0.002866423,0.002533444,0.0004068427,0.007582166],"study_design_scores_gemma":[0.000001521674,0.00001297167,0.0001138217,0.000006427215,0.000004047282,0.00001796963,0.00000433114,0.9983708,0.0005027487,0.0003107305,0.0006519209,0.000002747558],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03339439,0.0004185368,0.943134,0.0002503033,0.00005356837,0.0003204571,0.0006220028,0.001336055,0.02047069],"genre_scores_gemma":[0.8598993,0.0006633208,0.1242291,0.0000761503,0.00004218168,0.0007685094,0.0007793497,0.0002243071,0.01331785],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009198369,"threshold_uncertainty_score":0.01828963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124156425","doi":"10.37665/lekeygs14724","title":"A Scale Analysis Approach to Thermal Contact Resistance","year":2004,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Thermal contact conductance; Asperity (geotechnical engineering); Surface roughness; Surface finish; Range (aeronautics); Contact resistance; Gaussian surface; Thermal; Superposition principle; Thermal conduction","authors":[{"name":"Majid Bahrami","is_ca":true},{"name":"J. R. Culham","is_ca":true},{"name":"M. M. Yovanovich","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01117456821352321,"gpt":0.2335811654175702,"spread":0.222406597204047,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005586577,0.0008023554,0.0007919996,0.001213398,0.0003827483,0.0009511903,0.001102194,0.0006440185,0.002888622],"category_scores_gemma":[0.00186229,0.0003832344,0.001109607,0.0005960183,0.000838813,0.001468946,0.0005531152,0.0008788062,0.001139729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066653,"about_ca_system_score_gemma":0.0003231372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001914499,"about_ca_topic_score_gemma":0.001052489,"domain_scores_codex":[0.999324,0.0001555757,0.00002164104,0.0001131124,0.0003384014,0.00004729185],"domain_scores_gemma":[0.9993556,0.0003137217,0.00006918557,0.0001172617,0.0001273797,0.00001680424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00003606807,0.00006254134,0.0007836849,0.0001483862,0.00008136426,0.0002560261,0.0001994198,0.6922196,0.03063444,0.2048874,0.003588854,0.06710229],"study_design_scores_gemma":[0.000002183758,0.00001483448,0.0001468496,0.000004826157,0.000006003008,0.00003527087,0.000007800228,0.9792328,0.001114717,0.01720744,0.002218375,0.000008851958],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008840219,0.0004176666,0.9834235,0.0001156399,0.00005270918,0.00004073159,0.00004480248,0.000386982,0.006677779],"genre_scores_gemma":[0.7862562,0.001195127,0.1957832,0.0001679576,0.0002442235,0.0004428576,0.0001523231,0.0004402213,0.01531797],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002888622,"threshold_uncertainty_score":0.009663403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124137847","doi":"10.37665/lefknie90989","title":"Effects of Vision Parameters on Photonics Automation System Performance","year":2002,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ATS Automation Tooling Systems (Canada)","funders":"","keywords":"Automation; Machine vision; Vision; Photonics; Calibration; Key (lock)","authors":[{"name":"K.M. (Timber) Yuen","is_ca":true},{"name":"Joshua Capogna","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01039927091642375,"gpt":0.2076470754695512,"spread":0.1972478045531274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001726122,0.0005421808,0.0004706577,0.0007812417,0.0006863729,0.001167453,0.0005912748,0.001199555,0.00259565],"category_scores_gemma":[0.01371782,0.0003407641,0.0003081841,0.0005808488,0.0005593352,0.001448961,0.0006190811,0.0005770285,0.0006656398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007043281,"about_ca_system_score_gemma":0.0002822552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086533,"about_ca_topic_score_gemma":0.0005208046,"domain_scores_codex":[0.9979591,0.000452044,0.0002186438,0.0003691471,0.0006456482,0.0003554315],"domain_scores_gemma":[0.9829898,0.01016576,0.001862301,0.001008202,0.003607616,0.0003663339],"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":[0.005321158,0.000614756,0.02246945,0.0006012183,0.0001688776,0.0007949974,0.0005677901,0.0864023,0.8150026,0.0008115344,0.0009210643,0.06632423],"study_design_scores_gemma":[0.00006003883,0.004088976,0.0250556,0.00003686246,0.0001068582,0.0006856603,0.000274492,0.0467434,0.9213988,0.000413071,0.001036239,0.00009996862],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890885,0.0004249384,0.00826423,0.00008983895,0.00003299164,0.0000410323,0.00008940262,0.0002787138,0.001690353],"genre_scores_gemma":[0.9985708,0.00003591095,0.001065325,0.00001540972,0.000005036151,0.000007770836,0.0000430308,0.00002495441,0.0002317488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00259565,"threshold_uncertainty_score":0.00912869,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7124178004","doi":"10.37665/leifnko27953","title":"“Optoelectronic Fingerprint Sensor for Mobile Phones”","year":2002,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"Biometric Identification and Security","field":"Computer 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":"Vancouver Native Health Society","funders":"","keywords":"Fingerprint (computing); Microprocessor; Fingerprint recognition; Mobile phone; Biometrics; Mobile device; Chip; Cursor (databases)","authors":[{"name":"G. Immega","is_ca":true},{"name":"Niall Parker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03064010971664423,"gpt":0.261544606042661,"spread":0.2309044963260168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002685061,0.0002773344,0.0002722491,0.0003684482,0.0002350233,0.0005318705,0.0004719705,0.0008278736,0.004134838],"category_scores_gemma":[0.0004937662,0.0001770737,0.0001503253,0.0002826758,0.0002009133,0.0006373798,0.0002844756,0.0003258885,0.001599693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003133597,"about_ca_system_score_gemma":0.0002578121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002612202,"about_ca_topic_score_gemma":0.0005534002,"domain_scores_codex":[0.9995888,0.00004901636,0.00001824498,0.00006955166,0.0002429567,0.00003143993],"domain_scores_gemma":[0.9997998,0.0000254706,0.00003011692,0.00001965889,0.0001084882,0.0000164772],"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":[0.000324192,0.00005529181,0.00127367,0.0003267097,0.00002121221,0.0003158544,0.00006112966,0.0005817045,0.8119818,0.004259711,0.01174575,0.169053],"study_design_scores_gemma":[0.00005626054,0.0006372908,0.003854702,0.00008736469,0.00006188588,0.00264717,0.00006039634,0.01470957,0.9001254,0.001039747,0.07666361,0.00005661383],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3300533,0.03242405,0.5383281,0.00492373,0.003612862,0.0006001581,0.001747994,0.005398935,0.08291086],"genre_scores_gemma":[0.769601,0.003828332,0.1750065,0.001394917,0.0002307877,0.0001666514,0.0005057516,0.00006395189,0.049202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004134838,"threshold_uncertainty_score":0.01383239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3023605403","doi":"10.37665/lebhxuy70716","title":"Fluid Flow and Heat Transfer from a Cylinder Between Parallel Planes","year":2004,"lang":"","type":"article","venue":"Specialized and Legacy Electronics Manufacturing Conferences","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Prandtl number; Boundary layer; Mechanics; Heat transfer; Cylinder; Film temperature; Reynolds number; Boundary layer thickness; Potential flow around a circular cylinder; Blasius boundary layer; Flow (mathematics); Isothermal flow; Isothermal process; Integral equation; Physics; Classical mechanics; Mathematics; Thermodynamics; Geometry; Mathematical analysis; Nusselt number; Open-channel flow; Turbulence","authors":[{"name":"Waqar Ahmed Khan","is_ca":true},{"name":"J. R. Culham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02770141963332936,"gpt":0.24105772064155,"spread":0.2133563010082206,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002620846,0.0003924376,0.0005890493,0.0005267787,0.0007048526,0.000680844,0.000351307,0.0004652448,0.0008204979],"category_scores_gemma":[0.001059539,0.0002164895,0.00028692,0.0002864228,0.0008917486,0.0007342681,0.0008235552,0.0002934017,0.0001641404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563311,"about_ca_system_score_gemma":0.0008992922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003934964,"about_ca_topic_score_gemma":0.0009715035,"domain_scores_codex":[0.9998016,0.00001842018,0.000009124689,0.00004345812,0.00007814513,0.00004924892],"domain_scores_gemma":[0.9995645,0.000203436,0.00009247112,0.000036289,0.00007631352,0.00002705042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006768143,0.0001650106,0.004272096,0.0001212937,0.00003101998,0.000518605,0.0005321344,0.1077223,0.8627779,0.00431873,0.0002075462,0.01865661],"study_design_scores_gemma":[0.0000751365,0.0006638432,0.005638953,0.00001613252,0.00003581904,0.0002977847,0.000264863,0.4042372,0.5849361,0.001561969,0.002213528,0.00005863915],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811372,0.0002607348,0.01722984,0.00004732376,0.00001725719,0.00001633131,0.00001880995,0.00004875176,0.001223753],"genre_scores_gemma":[0.9946619,0.000101845,0.003800151,0.00001041943,0.000006699329,0.00001481196,0.00003404787,0.000006666952,0.001363589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003934964,"threshold_uncertainty_score":0.007824063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}