{"meta":{"query_hash":"968a37218fa7","filters":{"venue":"International Conference on Modelling, Identification and Control"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/968a37218fa7","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Conference+on+Modelling%2C+Identification+and+Control"},"results":[{"id":"W1483110893","doi":"","title":"Simulation method for rigid and control modes aeroservoelastic interactions","year":2007,"lang":"en","type":"article","venue":"International Conference on Modelling, Identification and Control","topic":"Aeroelasticity and Vibration Control","field":"Engineering","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":"Université du Québec à Montréal","funders":"","keywords":"Aerodynamics; Aeroelasticity; MATLAB; Rigid body; Aerodynamic force; Computer science; Finite element method; Inertial frame of reference; Software; Control theory (sociology); Structural engineering; Physics; Engineering; Aerospace engineering; Classical mechanics; Control (management)","score_opus":0.04204490354584215,"score_gpt":0.31990545288302413,"score_spread":0.27786054933718196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483110893","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":[0.0031979159,0.00007738171,0.98368233,0.00007581802,0.000084256986,0.00012399215,0.00027373512,0.0023308492,0.010153729],"genre_scores_gemma":[0.19600025,0.00046082094,0.7758999,0.000108561886,0.000059908758,0.001692496,0.0011966438,0.0014049516,0.023176512],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997129,0.000059216276,0.000016868447,0.000030447556,0.00015846945,0.000022003476],"domain_scores_gemma":[0.99963963,0.00013624532,0.000027242932,0.000041826686,0.00013240216,0.000022658469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044460088,0.0006552475,0.0006329173,0.00059335487,0.0005308092,0.0006674554,0.0015020545,0.0008966082,0.018600529],"category_scores_gemma":[0.0010473711,0.00031942857,0.00061695214,0.00038965585,0.00034162658,0.0006135344,0.000790671,0.0009642609,0.0031773204],"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":[0.00014019277,0.0001063525,0.0010246481,0.0002855452,0.000062520805,0.00022616702,0.00024908307,0.8443568,0.019469535,0.07277542,0.0095080035,0.051795702],"study_design_scores_gemma":[0.00003127557,0.000019087054,0.00006536703,0.00001768715,0.0000060592247,0.000040498264,0.000010105051,0.9796102,0.0023341922,0.0032125001,0.014644319,0.000008630048],"about_ca_topic_score_codex":0.003493483,"about_ca_topic_score_gemma":0.0021590188,"teacher_disagreement_score":0.018600529,"about_ca_system_score_codex":0.00042825195,"about_ca_system_score_gemma":0.001078153,"threshold_uncertainty_score":0.062224925},"labels":[],"label_agreement":null},{"id":"W1543701597","doi":"","title":"Identification of paper machines cross-directional models in closed-loop","year":2013,"lang":"en","type":"article","venue":"International Conference on Modelling, Identification and Control","topic":"Control Systems and Identification","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Finite impulse response; Control theory (sociology); Impulse response; Computer science; Identification (biology); System identification; Actuator; Algorithm; Least-squares function approximation; Data modeling; Artificial intelligence; Mathematics; Statistics","score_opus":0.02096347421774628,"score_gpt":0.2533913003887819,"score_spread":0.2324278261710356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1543701597","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":[0.1123453,0.00011452604,0.8845669,0.00006371483,0.000019134477,0.000035430567,0.00004517511,0.0006016195,0.0022081821],"genre_scores_gemma":[0.9702974,0.00006619433,0.028091801,0.000019709474,0.0000040275922,0.000054725366,0.000063290485,0.000023222241,0.0013795636],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961793,0.0000954721,0.000024305078,0.000093325805,0.0001405638,0.000028366507],"domain_scores_gemma":[0.9993668,0.00030920445,0.00012418543,0.000080184895,0.000104094244,0.000015516734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005840147,0.00042244024,0.00044233442,0.00024082995,0.00019513848,0.0006245932,0.00041158355,0.0006287382,0.0007098561],"category_scores_gemma":[0.0014954025,0.00025874766,0.00042875105,0.00018520225,0.00050777884,0.00052485446,0.00057177653,0.00047307668,0.00022966474],"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":[0.000097599084,0.00002925469,0.0008523967,0.00006641287,0.000023764327,0.0000689314,0.00010484303,0.9621242,0.016616872,0.002372314,0.00012991826,0.017513473],"study_design_scores_gemma":[0.000007310576,0.000053784883,0.00030325796,0.0000041119247,0.000003839804,0.000017512626,0.000013424182,0.9942893,0.004220171,0.00072798086,0.0003539234,0.000005326288],"about_ca_topic_score_codex":0.002279351,"about_ca_topic_score_gemma":0.0015141683,"teacher_disagreement_score":0.002279351,"about_ca_system_score_codex":0.00027698852,"about_ca_system_score_gemma":0.00042590816,"threshold_uncertainty_score":0.0045321584},"labels":[],"label_agreement":null},{"id":"W1587333219","doi":"","title":"Experiment design, identification and control in large-scale chemical processes","year":2010,"lang":"en","type":"article","venue":"International Conference on Modelling, Identification and Control","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoregressive model; Computer science; Identification (biology); Design of experiments; Cluster analysis; System identification; Estimation theory; Scale (ratio); Optimal design; Principal component analysis; Stochastic process; Process (computing); Process engineering; Control engineering; Data modeling; Algorithm; Engineering; Mathematics; Artificial intelligence; Machine learning; Statistics","score_opus":0.017889102387343182,"score_gpt":0.2534509574607857,"score_spread":0.23556185507344254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587333219","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":[0.019231804,0.00024375836,0.97892785,0.00011378459,0.00005638233,0.0008281326,0.00003494711,0.0001760741,0.0003873481],"genre_scores_gemma":[0.32768896,0.00028298658,0.6664554,0.00016840434,0.00007373259,0.0047164294,0.00008459064,0.000038783633,0.000490697],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96683115,0.026767261,0.0011136613,0.002571002,0.0023752193,0.00034165927],"domain_scores_gemma":[0.9496999,0.04019921,0.0034352604,0.004407722,0.0019429595,0.00031502792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03250677,0.00095261773,0.0012615547,0.0005217927,0.0005704777,0.0012206127,0.0013730315,0.0019796076,0.0013920837],"category_scores_gemma":[0.042294122,0.0007151346,0.00076233526,0.0005442488,0.0022689255,0.0010921307,0.0012517793,0.0014237433,0.00021583868],"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":[0.0059102764,0.0016043052,0.006014576,0.002363309,0.0007086808,0.00022916716,0.00048069205,0.5207978,0.07727799,0.09300675,0.0009231417,0.29068327],"study_design_scores_gemma":[0.0013092947,0.006215717,0.0054511726,0.0001298378,0.00026664374,0.000093548995,0.00012836249,0.83476037,0.054083798,0.090777054,0.006619465,0.0001647316],"about_ca_topic_score_codex":0.00045662702,"about_ca_topic_score_gemma":0.00039045865,"teacher_disagreement_score":0.03250677,"about_ca_system_score_codex":0.000929416,"about_ca_system_score_gemma":0.0015335396,"threshold_uncertainty_score":0.17191434},"labels":[],"label_agreement":null},{"id":"W1844471122","doi":"","title":"Selecting parameters to estimate to obtain the best model predictions","year":2010,"lang":"en","type":"article","venue":"International Conference on Modelling, Identification and Control","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Honeywell (Canada); Queen's University","funders":"","keywords":"Estimation theory; Mean squared error; Computer science; Statistics; Mathematical optimization; Mathematics; Data mining; Algorithm","score_opus":0.02737612375100986,"score_gpt":0.2851162533523599,"score_spread":0.25774012960135007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1844471122","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":[0.022751683,0.0002547395,0.9748784,0.00014230718,0.000025761978,0.000119368044,0.000091171845,0.00081533,0.00092131074],"genre_scores_gemma":[0.4088729,0.00039693146,0.5880265,0.00016781822,0.00005003005,0.00045015605,0.00066142937,0.00030301843,0.0010711382],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985732,0.00058734184,0.000105445186,0.00029816147,0.0002936887,0.00014219625],"domain_scores_gemma":[0.9961706,0.0022269408,0.0003499127,0.0003640113,0.00080476044,0.00008376228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028442321,0.0019180713,0.0018120689,0.0020427764,0.00065185997,0.0016552719,0.0010983731,0.0014572797,0.0014844849],"category_scores_gemma":[0.018323835,0.00074579194,0.0009538544,0.0007928201,0.0006141291,0.0017533588,0.00073441997,0.001745419,0.0010456498],"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":[0.000324986,0.0002352081,0.006661755,0.0003064641,0.00022697222,0.00020485256,0.00017565352,0.6835232,0.0198946,0.0047675483,0.003509603,0.28016916],"study_design_scores_gemma":[0.000057278034,0.00011814293,0.0015812845,0.000065961445,0.00008056894,0.00006615271,0.00008458833,0.9791388,0.0106901135,0.00669003,0.0013454704,0.000081538565],"about_ca_topic_score_codex":0.004323641,"about_ca_topic_score_gemma":0.0033046643,"teacher_disagreement_score":0.004323641,"about_ca_system_score_codex":0.00052656414,"about_ca_system_score_gemma":0.002288795,"threshold_uncertainty_score":0.015041888},"labels":[],"label_agreement":null},{"id":"W1948404366","doi":"","title":"Application of IMC-based robust tunable controller design to water tank level regulation","year":2007,"lang":"en","type":"article","venue":"International Conference on Modelling, Identification and Control","topic":"Advanced Control Systems Design","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Control theory (sociology); Robust control; Controller (irrigation); Nonlinear system; Linear fractional transformation; Operating point; Set point; Process control; Process (computing); Computer science; Control engineering; Internal model; Linearity; Robustness (evolution); Control system; Engineering; Control (management); Electronic engineering","score_opus":0.060406031012380144,"score_gpt":0.25674751737371837,"score_spread":0.19634148636133822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1948404366","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":[0.011604922,0.0003665212,0.9814798,0.00011947927,0.000052595675,0.000031461714,0.000024017076,0.0007478644,0.0055732396],"genre_scores_gemma":[0.9009796,0.00027702088,0.09590813,0.00010442339,0.00005133631,0.0001237313,0.000049311813,0.00008070599,0.002425773],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959046,0.00008164597,0.000029216262,0.000092839706,0.00016903409,0.000036753165],"domain_scores_gemma":[0.99959224,0.000120234734,0.00010507533,0.000050091665,0.00012050887,0.000011863596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061319245,0.00056104915,0.0006382619,0.0003757046,0.00028496017,0.00076163415,0.00092377845,0.00069322286,0.0013908632],"category_scores_gemma":[0.0011293117,0.00018937927,0.0004368321,0.00036187717,0.0004891836,0.0003095504,0.00048655443,0.0005977602,0.00031175537],"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":[0.00020714579,0.000053110172,0.00039709362,0.00031455548,0.00010489622,0.00028887,0.0001729961,0.7725747,0.09231765,0.023489334,0.0015607484,0.10851886],"study_design_scores_gemma":[0.000018891575,0.00009706829,0.00010807528,0.000012107892,0.000016889559,0.000041883544,0.0000064538485,0.98259085,0.013183774,0.0016979054,0.0022116653,0.000014372528],"about_ca_topic_score_codex":0.0015433626,"about_ca_topic_score_gemma":0.0007753796,"teacher_disagreement_score":0.0015433626,"about_ca_system_score_codex":0.00050764746,"about_ca_system_score_gemma":0.000391078,"threshold_uncertainty_score":0.0046529174},"labels":[],"label_agreement":null},{"id":"W2166850364","doi":"","title":"Modeling profiles in chemical processes","year":2010,"lang":"en","type":"article","venue":"International Conference on Modelling, Identification and Control","topic":"Spectroscopy and Chemometric Analyses","field":"Chemistry","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":"Queen's University","funders":"","keywords":"Partial least squares regression; Basis (linear algebra); Discretization; Biological system; Multivariate statistics; Applied mathematics; Computer science; Basis function; Estimation theory; Regression analysis; Algorithm; Mathematical optimization; Mathematics; Statistics","score_opus":0.03441483804739775,"score_gpt":0.29739757104329345,"score_spread":0.2629827329958957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166850364","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":[0.019210733,0.0005303474,0.97560114,0.00021547565,0.000050192823,0.0000728519,0.00017043528,0.00029107791,0.0038577507],"genre_scores_gemma":[0.76127887,0.0029141123,0.21910709,0.00016619755,0.00013519228,0.00043428424,0.00056784536,0.0002120091,0.015184325],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938095,0.00021725742,0.00003649492,0.00014387543,0.00016026938,0.00006124457],"domain_scores_gemma":[0.9988158,0.00065596326,0.0002056622,0.00010527123,0.00017005047,0.00004730569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013803757,0.0011660707,0.0008269212,0.0011185549,0.0005800049,0.001596856,0.0013944953,0.00201349,0.0018471682],"category_scores_gemma":[0.003825625,0.00060380145,0.0012862459,0.0013664282,0.0008675424,0.002607527,0.0011829146,0.0015706994,0.00074725243],"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":[0.000035463345,0.000040133644,0.00082774827,0.00008610138,0.000025090434,0.00011323082,0.00007844444,0.89699745,0.0024273938,0.0844879,0.00038512395,0.014495848],"study_design_scores_gemma":[0.0000033639974,0.0000135707105,0.000082038474,0.000007845838,0.0000052238834,0.00001878765,0.0000094600155,0.98091286,0.0004672163,0.017242676,0.0012298978,0.0000071695285],"about_ca_topic_score_codex":0.005910122,"about_ca_topic_score_gemma":0.0028890837,"teacher_disagreement_score":0.005910122,"about_ca_system_score_codex":0.0010149494,"about_ca_system_score_gemma":0.00088676217,"threshold_uncertainty_score":0.011751473},"labels":[],"label_agreement":null},{"id":"W2419174344","doi":"","title":"Designing zero-aliasing space compressors: graph theory approach","year":2007,"lang":"en","type":"article","venue":"International Conference on Modelling, Identification and Control","topic":"VLSI and Analog Circuit Testing","field":"Computer 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":"University of Ottawa","funders":"","keywords":"Aliasing; Computer science; Algorithm; Built-in self-test; Very-large-scale integration; Automatic test pattern generation; Electronic circuit; Computer engineering; Theoretical computer science; Parallel computing; Embedded system; Engineering; Artificial intelligence","score_opus":0.05654964536433049,"score_gpt":0.2758362441692557,"score_spread":0.21928659880492518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419174344","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":[0.023029692,0.00015227206,0.9743258,0.00011426227,0.000009782877,0.000044286615,0.000031175725,0.00025771977,0.0020350765],"genre_scores_gemma":[0.51509994,0.0005153812,0.48185304,0.00015417923,0.0000405988,0.00012938005,0.00014197698,0.00008734311,0.0019781485],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980956,0.000050687206,0.000010971634,0.000036257763,0.000072405135,0.00002018483],"domain_scores_gemma":[0.9994844,0.00030928507,0.000058461803,0.00006510936,0.00006702193,0.000015557474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023091564,0.00035811198,0.0002677571,0.0008894726,0.00024124591,0.0005344911,0.0005790427,0.00035557794,0.001734251],"category_scores_gemma":[0.0010010565,0.0002199517,0.00028698018,0.0006933127,0.0006089572,0.000906014,0.00032620682,0.00038007816,0.00018616061],"study_design_candidate":"simulation_or_modeling","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":[0.0002658415,0.0000990336,0.00093364407,0.00040817697,0.00006545091,0.000259935,0.00024105077,0.25368345,0.11834635,0.23594898,0.0016334384,0.38811466],"study_design_scores_gemma":[0.000067880275,0.00033034076,0.00062448747,0.0000346846,0.000057046447,0.0002851874,0.00007579209,0.8215677,0.07099175,0.09757376,0.008360001,0.000031326916],"about_ca_topic_score_codex":0.00057794957,"about_ca_topic_score_gemma":0.0009250975,"teacher_disagreement_score":0.001734251,"about_ca_system_score_codex":0.00038137368,"about_ca_system_score_gemma":0.00039528473,"threshold_uncertainty_score":0.0058016777},"labels":[],"label_agreement":null},{"id":"W48507360","doi":"","title":"ModelSim verification tool in testing cores-based system-on-chips","year":2008,"lang":"en","type":"article","venue":"International Conference on Modelling, Identification and Control","topic":"VLSI and Analog Circuit Testing","field":"Computer 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":"University of Ottawa","funders":"","keywords":"ModelSim; Testability; Benchmark (surveying); Embedded system; Computer science; Design for testing; Computer architecture; Very-large-scale integration; Field-programmable gate array; Computer engineering; Reliability engineering; Engineering; VHDL","score_opus":0.10088495812814416,"score_gpt":0.26483620270937097,"score_spread":0.1639512445812268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W48507360","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":[0.007010757,0.00021839161,0.9841149,0.00008858,0.000061358325,0.00008178041,0.00011415386,0.004216958,0.0040931813],"genre_scores_gemma":[0.4273239,0.0008989613,0.56279695,0.00019138878,0.00004704824,0.00076898106,0.00071791577,0.0010030547,0.0062518376],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988142,0.000502907,0.00008256377,0.00007526526,0.00044771272,0.00007741797],"domain_scores_gemma":[0.99879384,0.0006707534,0.00010170099,0.0002402979,0.00017367302,0.00001969983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012204779,0.00090905116,0.00054405845,0.0008427419,0.0003684289,0.00057720806,0.0010793112,0.0006779856,0.003971381],"category_scores_gemma":[0.0034977617,0.0004462737,0.0008763103,0.00039198704,0.00044465158,0.0009921617,0.00061515986,0.0010974533,0.000753982],"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":[0.00021387918,0.00015789575,0.0014479846,0.0007357709,0.00016408354,0.00069848483,0.00023514217,0.71211296,0.045008827,0.08092391,0.0062571485,0.15204391],"study_design_scores_gemma":[0.000053767806,0.00017901404,0.00019940124,0.00007546672,0.000038970127,0.0002058041,0.000024907367,0.94919914,0.029930275,0.008099302,0.01197582,0.000018140674],"about_ca_topic_score_codex":0.0020563086,"about_ca_topic_score_gemma":0.002223975,"teacher_disagreement_score":0.003971381,"about_ca_system_score_codex":0.00041251056,"about_ca_system_score_gemma":0.0011576694,"threshold_uncertainty_score":0.013285577},"labels":[],"label_agreement":null}]}