{"meta":{"query_hash":"f9b97e002681","filters":{"venue":"IBM Systems Journal"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/f9b97e002681","api":"https://metacan.xera.ac/api/v1/cohort?venue=IBM+Systems+Journal"},"results":[{"id":"W1991038278","doi":"10.1147/sj.453.0607","title":"UML 2: A model-driven development tool","year":2006,"lang":"en","type":"article","venue":"IBM Systems Journal","topic":"Model-Driven Software Engineering Techniques","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Unified Modeling Language; Object Constraint Language; Applications of UML; Computer science; UML tool; Software engineering; IBM; Upgrade; Systems Modeling Language; Modeling language; Programming language; Key (lock); Model-driven architecture; Model driven development; Software; Operating system","score_opus":0.01164203992972734,"score_gpt":0.21003177388694638,"score_spread":0.19838973395721904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991038278","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00090606353,0.00050020555,0.9435271,0.00043076964,0.00017663382,0.00049288746,0.0025432673,0.04433415,0.0070889415],"genre_scores_gemma":[0.012337482,0.0011944378,0.96176416,0.00037298998,0.00011354027,0.0014322338,0.009963684,0.0065594832,0.006262022],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99552697,0.0014396615,0.0005928639,0.00040850276,0.0018343355,0.00019752132],"domain_scores_gemma":[0.9953869,0.0019453361,0.000442634,0.0008982203,0.0010822377,0.00024463347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052775852,0.0019406705,0.0011486138,0.0034888594,0.00084463187,0.004007725,0.003657785,0.0022284142,0.010451481],"category_scores_gemma":[0.011437198,0.0020011484,0.0018188087,0.0021004854,0.00079915207,0.00352176,0.0028283454,0.0030295958,0.009644522],"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":[0.00025352708,0.0002731693,0.0017595062,0.0022812586,0.00034720328,0.0009532173,0.0020579286,0.052381083,0.023668848,0.14224435,0.24855642,0.5252235],"study_design_scores_gemma":[0.00013944952,0.00008874583,0.0005109518,0.0004296192,0.000102283855,0.00065398746,0.00008216216,0.06363899,0.0077952845,0.042413928,0.8839835,0.00016100291],"about_ca_topic_score_codex":0.0033706788,"about_ca_topic_score_gemma":0.0033577636,"teacher_disagreement_score":0.010451481,"about_ca_system_score_codex":0.00093500706,"about_ca_system_score_gemma":0.0035039915,"threshold_uncertainty_score":0.034963608},"labels":[],"label_agreement":null},{"id":"W2003425182","doi":"10.1147/sj.432.0384","title":"WebSphere Studio overview","year":2004,"lang":"en","type":"article","venue":"IBM Systems Journal","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"IBM; Software engineering; Studio; Eclipse; Computer science; Web service; Application server; Variety (cybernetics); Web application; Systems engineering; World Wide Web; Engineering","score_opus":0.01732292738178456,"score_gpt":0.24884881781625803,"score_spread":0.23152589043447347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003425182","genre_codex":"software","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047877547,0.004389849,0.4140498,0.001200557,0.00036534382,0.00073603756,0.0076579205,0.42775577,0.13905694],"genre_scores_gemma":[0.053309478,0.010455097,0.47767836,0.0025497759,0.00055459567,0.00243225,0.066744976,0.18317476,0.20310073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984402,0.00017499352,0.00014369859,0.00019442734,0.0008648309,0.00018185588],"domain_scores_gemma":[0.99814594,0.00049264904,0.000108688175,0.00044152368,0.00048676901,0.00032449255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017464045,0.0014620001,0.0009087801,0.0025493163,0.0007224177,0.0031544275,0.0031654823,0.0012216253,0.041023396],"category_scores_gemma":[0.0043501924,0.0016531881,0.0010996835,0.0019693936,0.00039961538,0.0057397904,0.002963839,0.0034856396,0.03642793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054927636,0.00033131018,0.0015352103,0.0013081664,0.000114868606,0.0010192967,0.00076287653,0.0030947295,0.013537363,0.038997155,0.5036453,0.43510446],"study_design_scores_gemma":[0.00007445283,0.00004244404,0.00078979385,0.00014732344,0.000020392237,0.0010350923,0.00005150159,0.005818576,0.0046590064,0.009117412,0.9781716,0.00007233814],"about_ca_topic_score_codex":0.0021714238,"about_ca_topic_score_gemma":0.0022378147,"teacher_disagreement_score":0.041023396,"about_ca_system_score_codex":0.00047324988,"about_ca_system_score_gemma":0.0017858266,"threshold_uncertainty_score":0.13723695},"labels":[],"label_agreement":null},{"id":"W2050735177","doi":"10.1147/sj.393.0861","title":"An installation of interactive furniture","year":2000,"lang":"en","type":"article","venue":"IBM Systems Journal","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Table (database); Computer science; The Internet; Human–computer interaction; Protocol (science); Multimedia; World Wide Web; Computer graphics (images); Database","score_opus":0.00842114301772339,"score_gpt":0.26332191994204784,"score_spread":0.25490077692432445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050735177","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16913912,0.0010260144,0.5704271,0.0009801864,0.00093890465,0.001074442,0.002934157,0.041501235,0.21197878],"genre_scores_gemma":[0.51279896,0.0008189335,0.37498027,0.00037599745,0.0003191612,0.00054637756,0.004882922,0.0029176439,0.10235972],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99934727,0.00007944454,0.000019041958,0.00013479039,0.00028323784,0.00013613055],"domain_scores_gemma":[0.99926454,0.00011866897,0.00001810866,0.0002606231,0.00012266757,0.00021533511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050274364,0.0013164354,0.0004393524,0.0008221466,0.0018619754,0.0011201894,0.0017742164,0.0009042921,0.06587706],"category_scores_gemma":[0.0011157341,0.0005941063,0.0007174925,0.000764618,0.00054040295,0.0013929271,0.0030643155,0.0013109428,0.009341701],"study_design_candidate":"bench_or_experimental","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":[0.0014279177,0.0010304251,0.004823572,0.0008586749,0.00012564016,0.0060446537,0.0054755583,0.0077043865,0.29711482,0.019178795,0.07741378,0.5788017],"study_design_scores_gemma":[0.00018338727,0.00306288,0.027490998,0.00018768605,0.00022664685,0.00570265,0.0010896836,0.01910736,0.10979104,0.0033133521,0.8294697,0.00037466502],"about_ca_topic_score_codex":0.0021987443,"about_ca_topic_score_gemma":0.0035982856,"teacher_disagreement_score":0.06587706,"about_ca_system_score_codex":0.00035701352,"about_ca_system_score_gemma":0.00049327576,"threshold_uncertainty_score":0.22038066},"labels":[],"label_agreement":null},{"id":"W2052469708","doi":"10.1147/sj.462.0219","title":"Optimized enterprise risk management","year":2007,"lang":"en","type":"article","venue":"IBM Systems Journal","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Enterprise risk management; Risk management; IT risk management; Risk analysis (engineering); Enterprise planning system; Risk management framework; Process management; Business; Digital firm; Maturity (psychological); Project risk management; Enterprise relationship management; Risk management plan; Enterprise data management; Enterprise software; Project management; Engineering; Systems engineering; Project management triangle; Finance; Service (business); Marketing","score_opus":0.0115538331434749,"score_gpt":0.22524982820715908,"score_spread":0.21369599506368417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052469708","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047691703,0.00156416,0.8879341,0.0027939896,0.00010340942,0.0002245097,0.00020714146,0.0009281777,0.05855279],"genre_scores_gemma":[0.73870236,0.0011692253,0.24627772,0.00023479133,0.000097006065,0.00016231475,0.00029757607,0.0001674675,0.012891468],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9962618,0.0013102451,0.00023636232,0.00046391413,0.0013632023,0.00036450353],"domain_scores_gemma":[0.9975096,0.00075837714,0.0003720231,0.0005438424,0.0006742705,0.00014183391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037701302,0.00067445077,0.0005631982,0.001127544,0.0007273943,0.004373169,0.0012464367,0.00090593845,0.0039479244],"category_scores_gemma":[0.00692846,0.00027414085,0.00050416606,0.0008773237,0.00076925993,0.0031046825,0.002778699,0.0010205329,0.00079496973],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013072508,0.00017135621,0.003689402,0.00017938207,0.000121660836,0.00022655808,0.0007132132,0.2550339,0.0068425806,0.48609543,0.008848728,0.23794705],"study_design_scores_gemma":[0.000036303616,0.00013747225,0.002348902,0.00011412054,0.000090939204,0.00022002547,0.0005002926,0.4523318,0.005710971,0.4912484,0.04719781,0.00006288622],"about_ca_topic_score_codex":0.0014835494,"about_ca_topic_score_gemma":0.0014493142,"teacher_disagreement_score":0.004373169,"about_ca_system_score_codex":0.001791721,"about_ca_system_score_gemma":0.0027640618,"threshold_uncertainty_score":0.019938588},"labels":[],"label_agreement":null},{"id":"W2064770256","doi":"10.1147/sj.402.0394","title":"Intelligent decision support for protein crystal growth","year":2001,"lang":"en","type":"article","venue":"IBM Systems Journal","topic":"AI-based Problem Solving and Planning","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Queen's University; University Health Network; Ontario Institute for Cancer Research","funders":"University of Pittsburgh","keywords":"Correctness; Computer science; Software; Protein crystallization; Crystallization; Component (thermodynamics); Process (computing); Artificial intelligence; Algorithm; Engineering; Programming language; Chemical engineering","score_opus":0.028732502775229235,"score_gpt":0.2692422154708109,"score_spread":0.24050971269558166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064770256","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030928947,0.0010037782,0.9402142,0.0034314855,0.00012059514,0.00070359535,0.0012787727,0.008284128,0.014034515],"genre_scores_gemma":[0.3616873,0.0008835073,0.63070506,0.0004200305,0.00008289052,0.0006102084,0.0019657663,0.00021674995,0.0034285388],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9968901,0.0011798253,0.0003365383,0.00050975697,0.00080902904,0.00027468844],"domain_scores_gemma":[0.99247825,0.0053284243,0.00047492265,0.00061899965,0.00082072744,0.00027865864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044368287,0.0013565691,0.0010695944,0.0020944763,0.0017745729,0.003999518,0.002667335,0.0015819661,0.0070131836],"category_scores_gemma":[0.013081333,0.00068583246,0.0011954797,0.0016685772,0.0015737143,0.0041465038,0.002289099,0.0017080813,0.0012360952],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007023974,0.00059636193,0.0034055987,0.00094095006,0.00017126565,0.0007205734,0.0007290805,0.4427691,0.004269861,0.091829225,0.023068028,0.4307976],"study_design_scores_gemma":[0.00012579712,0.00009012565,0.00036847984,0.00008751121,0.000070414666,0.00012705804,0.00027404702,0.88948685,0.005397331,0.08535549,0.018574614,0.000042233798],"about_ca_topic_score_codex":0.011294201,"about_ca_topic_score_gemma":0.015356405,"teacher_disagreement_score":0.011294201,"about_ca_system_score_codex":0.0018440955,"about_ca_system_score_gemma":0.0033092867,"threshold_uncertainty_score":0.0234645},"labels":[],"label_agreement":null},{"id":"W2067433999","doi":"10.1147/sj.412.0178","title":"Developing XML Web services with WebSphere Studio Application Developer","year":2002,"lang":"en","type":"article","venue":"IBM Systems Journal","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Integrity Testing Laboratory (Canada)","funders":"","keywords":"Computer science; Web service; World Wide Web; WS-Policy; WS-I Basic Profile; Web standards; SOAP; Web modeling; Web development; XML; WS-Addressing; Software engineering; Web application security","score_opus":0.012634581243409285,"score_gpt":0.2098196951814615,"score_spread":0.19718511393805221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067433999","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006017292,0.00016276502,0.8198887,0.00032764953,0.00022011837,0.00074107747,0.00079134817,0.15095675,0.020894272],"genre_scores_gemma":[0.01711251,0.00038111038,0.91024673,0.0002643844,0.000060921946,0.0008075793,0.003935717,0.036757223,0.030433765],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987997,0.00019634441,0.0001278854,0.00017549431,0.00058713846,0.00011350806],"domain_scores_gemma":[0.99808717,0.00071693084,0.000088039036,0.0002954759,0.00060972775,0.00020259769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033751335,0.0009823752,0.0007078288,0.0018045814,0.000497241,0.0016362633,0.0014689134,0.0007750408,0.018052487],"category_scores_gemma":[0.006753045,0.0015389748,0.000886973,0.00091152784,0.0003684284,0.0025144205,0.0015205678,0.0022800874,0.018496009],"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":[0.00036753088,0.0004922367,0.0022676524,0.0005601868,0.00013299755,0.0010650184,0.00182339,0.005839825,0.038102593,0.040812723,0.17618129,0.73235464],"study_design_scores_gemma":[0.00037334953,0.00020136923,0.0017802909,0.0002935076,0.000084035535,0.0015525218,0.0002522224,0.11751557,0.055902094,0.013927353,0.8079455,0.0001721683],"about_ca_topic_score_codex":0.0013720767,"about_ca_topic_score_gemma":0.001787484,"teacher_disagreement_score":0.018052487,"about_ca_system_score_codex":0.00039451956,"about_ca_system_score_gemma":0.0019518881,"threshold_uncertainty_score":0.060391605},"labels":[],"label_agreement":null},{"id":"W2080393180","doi":"10.1147/sj.451.0059","title":"Using advanced compiler technology to exploit the performance of the Cell Broadband Engine™ architecture","year":2006,"lang":"en","type":"article","venue":"IBM Systems Journal","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":151,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Computer science; Compiler; Computer architecture; Exploit; Parallel computing; Microarchitecture; Embedded system; Operating system","score_opus":0.010876011009922708,"score_gpt":0.23935437513883662,"score_spread":0.2284783641289139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080393180","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04220118,0.00091019506,0.94233686,0.00036178067,0.00013676206,0.00008253815,0.00006943148,0.0045315255,0.009369814],"genre_scores_gemma":[0.15370771,0.0013569656,0.84088635,0.00016203034,0.000060455146,0.00013384195,0.00020195082,0.0008829885,0.0026076878],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995654,0.00009709345,0.000041219486,0.00005187338,0.00019973573,0.000044671786],"domain_scores_gemma":[0.9991417,0.00027901007,0.000080995706,0.0002243866,0.0002564304,0.00001742149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006152889,0.0003623423,0.00027222754,0.00043976784,0.0003521857,0.0008140109,0.0005224192,0.00035632413,0.0011619477],"category_scores_gemma":[0.002042586,0.0003764257,0.00042994495,0.0007660953,0.00043095212,0.0010187591,0.00045632396,0.0010229992,0.00059523317],"study_design_candidate":"bench_or_experimental","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":[0.00024956118,0.00012979553,0.00489908,0.0006884119,0.0001569882,0.00035306218,0.0007996307,0.12589249,0.14378938,0.12534027,0.013259185,0.5844422],"study_design_scores_gemma":[0.00013694065,0.000448985,0.0027859416,0.00019924993,0.00017593458,0.00057007157,0.00018782764,0.56578934,0.22090957,0.036118343,0.17258762,0.00009013968],"about_ca_topic_score_codex":0.0011330962,"about_ca_topic_score_gemma":0.0019180457,"teacher_disagreement_score":0.0011619477,"about_ca_system_score_codex":0.00045461074,"about_ca_system_score_gemma":0.0013715448,"threshold_uncertainty_score":0.0038870573},"labels":[],"label_agreement":null},{"id":"W2127644622","doi":"10.1147/sj.424.0517","title":"Building ease of use into the IBM user experience","year":2003,"lang":"en","type":"article","venue":"IBM Systems Journal","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"IBM; Usability; Process (computing); Computer science; User experience design; Software engineering; Process management; Engineering management; World Wide Web; Engineering; Human–computer interaction; Operating system","score_opus":0.04459090405807239,"score_gpt":0.28649659972717395,"score_spread":0.24190569566910156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127644622","genre_codex":"other","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":[0.120018214,0.05024054,0.23598638,0.039365273,0.006883019,0.00037838682,0.00017002816,0.004696225,0.5422619],"genre_scores_gemma":[0.6768622,0.041818563,0.15777835,0.0065988996,0.0035776389,0.00060689985,0.00048409862,0.002823818,0.10944958],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99559325,0.0020488559,0.00026986684,0.00019991175,0.0016493413,0.0002386992],"domain_scores_gemma":[0.9939336,0.0036012153,0.00031505278,0.00071160827,0.0009634254,0.00047505042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004456629,0.00038549726,0.00038771646,0.0014805674,0.0014417006,0.009029162,0.00056546135,0.0009334752,0.0082106255],"category_scores_gemma":[0.011023459,0.0003214047,0.0004247202,0.0013878484,0.0022381234,0.009347643,0.0045636003,0.0016813193,0.0013845599],"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":[0.00009546293,0.00019283085,0.0037656175,0.00049300055,0.000021170441,0.00045488685,0.053163815,0.00047023062,0.0066215484,0.16930719,0.07915292,0.68626136],"study_design_scores_gemma":[0.00001587972,0.00022232729,0.0039781905,0.0003681559,0.000020837935,0.0009474621,0.008303387,0.000762856,0.002705875,0.022735232,0.959879,0.00006086564],"about_ca_topic_score_codex":0.0008808081,"about_ca_topic_score_gemma":0.0011946794,"teacher_disagreement_score":0.009029162,"about_ca_system_score_codex":0.0010352328,"about_ca_system_score_gemma":0.0015198151,"threshold_uncertainty_score":0.02746731},"labels":[],"label_agreement":null},{"id":"W2145733441","doi":"10.1147/sj.442.0289","title":"The Eclipse 3.0 platform: Adopting OSGi technology","year":2005,"lang":"en","type":"article","venue":"IBM Systems Journal","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Eclipse; Operating system; Computer science; Plug-in; Software engineering; Embedded system; Systems engineering; Engineering","score_opus":0.14507984326178072,"score_gpt":0.39005899623924517,"score_spread":0.24497915297746445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145733441","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033114735,0.0019542056,0.8610775,0.0039878455,0.0010005648,0.00038558064,0.00070558453,0.041412935,0.056361087],"genre_scores_gemma":[0.10576892,0.0023949593,0.85710144,0.0011987394,0.00033711028,0.0002450084,0.002599099,0.009809603,0.020545203],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971444,0.000554501,0.00023205111,0.00041853997,0.0013160842,0.0003343911],"domain_scores_gemma":[0.9964399,0.0005708203,0.00028586577,0.0011258014,0.0011712037,0.00040632507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043686205,0.0006508813,0.0004369404,0.0011689878,0.00057445397,0.0036608987,0.0019622003,0.0014648793,0.0014931969],"category_scores_gemma":[0.010789517,0.0010991509,0.00068217097,0.0010378209,0.00079878554,0.004009924,0.0021969865,0.0027320618,0.0036694363],"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":[0.00045364798,0.0003012655,0.005823419,0.00079363736,0.00012540854,0.0013278864,0.0025346016,0.008433958,0.058327183,0.12619656,0.114363976,0.68131846],"study_design_scores_gemma":[0.00020287129,0.00022681992,0.0065478384,0.00044847518,0.00011194612,0.0014392255,0.00036937825,0.02191798,0.021840537,0.045721736,0.90098506,0.00018810328],"about_ca_topic_score_codex":0.004010076,"about_ca_topic_score_gemma":0.0047390265,"teacher_disagreement_score":0.0043686205,"about_ca_system_score_codex":0.0009370266,"about_ca_system_score_gemma":0.0028941983,"threshold_uncertainty_score":0.023103714},"labels":[],"label_agreement":null}]}