{"meta":{"query_hash":"cc5e7c8326ed","filters":{"venue":"1997 IEEE International Magnetics Conference (INTERMAG'97)"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/cc5e7c8326ed","api":"https://metacan.xera.ac/api/v1/cohort?venue=1997+IEEE+International+Magnetics+Conference+%28INTERMAG%2797%29"},"results":[{"id":"W1489493709","doi":"10.1109/intmag.1997.597692","title":"Application Of Mathieu functions And The Point Matching Method To Elliptic Conductors","year":2005,"lang":"en","type":"article","venue":"1997 IEEE International Magnetics Conference (INTERMAG'97)","topic":"Electromagnetic Scattering and Analysis","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Electrical conductor; Point (geometry); Mathieu function; Point set registration; Matching (statistics); Computer science; Mathematical analysis; Mathematics; Electrical engineering; Geometry; Engineering; Statistics","score_opus":0.01550373445868606,"score_gpt":0.2775761946030818,"score_spread":0.2620724601443957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489493709","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":[0.046867825,0.0014480843,0.9062422,0.00075504114,0.00053932035,0.00008937436,0.0000531145,0.00033127086,0.0436738],"genre_scores_gemma":[0.61700577,0.0030300696,0.32518834,0.00045230085,0.00074546883,0.0001779032,0.00014170431,0.00061385916,0.05264452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996177,0.0001965845,0.000019529114,0.000038920447,0.00009241028,0.000034844375],"domain_scores_gemma":[0.99942577,0.00032195094,0.000044963,0.000060962415,0.00010144635,0.00004505065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012460996,0.00077623455,0.00087819644,0.0024930679,0.0007381186,0.0015730949,0.0010991812,0.0013234384,0.0037908056],"category_scores_gemma":[0.0040270486,0.0003699319,0.00081583194,0.0012143973,0.0015618535,0.0018850942,0.0018058452,0.0014218322,0.00077290746],"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":[0.00007947581,0.000045325945,0.00019142668,0.000087017885,0.000019280526,0.00012315898,0.0001531327,0.02863799,0.0045589893,0.93222684,0.0012244618,0.032652933],"study_design_scores_gemma":[0.000029215082,0.00004300556,0.0002504953,0.000028431257,0.000012790932,0.00018995149,0.00007443859,0.4077726,0.0037104911,0.5795239,0.008330433,0.0000341031],"about_ca_topic_score_codex":0.0010290624,"about_ca_topic_score_gemma":0.0007913102,"teacher_disagreement_score":0.0037908056,"about_ca_system_score_codex":0.0007680488,"about_ca_system_score_gemma":0.00055166724,"threshold_uncertainty_score":0.012681484},"labels":[],"label_agreement":null},{"id":"W1524105232","doi":"10.1109/intmag.1997.597392","title":"Magnetic Equivalent Circuit Of A PM Hysteresis Motor","year":2005,"lang":"en","type":"article","venue":"1997 IEEE International Magnetics Conference (INTERMAG'97)","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Hysteresis; Equivalent circuit; Magnetic circuit; Magnetic hysteresis; Electrical engineering; Materials science; Physics; Condensed matter physics; Magnetization; Engineering; Voltage; Magnetic field; Electromagnetic coil","score_opus":0.06152060648888861,"score_gpt":0.274468794750882,"score_spread":0.21294818826199338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524105232","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":[0.07301507,0.0010628841,0.7322461,0.0014993543,0.0011940803,0.00030835057,0.0009129742,0.0016149436,0.18814625],"genre_scores_gemma":[0.9374991,0.00029480155,0.025501838,0.00031984082,0.00012336594,0.00011789434,0.00023597416,0.000077983925,0.0358293],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985266,0.000038794766,0.000006519527,0.000030762443,0.00006232452,0.00000882124],"domain_scores_gemma":[0.9998888,0.0000413751,0.0000100734405,0.000018247603,0.00003377072,0.000007745689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015166005,0.00040523583,0.0004020567,0.000324144,0.00041227273,0.0007163037,0.00079173595,0.0012733855,0.014518984],"category_scores_gemma":[0.00035337004,0.00017286124,0.00029236317,0.00025859821,0.00037807933,0.0006670639,0.0002835128,0.00044509897,0.0011003405],"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":[0.0012831783,0.000308706,0.0010719721,0.0011765661,0.0001475852,0.001650348,0.00065181794,0.33972082,0.16675448,0.2866791,0.018641775,0.18191363],"study_design_scores_gemma":[0.000069750466,0.00030001492,0.0013642141,0.000053259962,0.000051794417,0.0004856218,0.00009460685,0.9427057,0.0077151465,0.022444936,0.024681479,0.000033500106],"about_ca_topic_score_codex":0.0015520332,"about_ca_topic_score_gemma":0.0014419307,"teacher_disagreement_score":0.014518984,"about_ca_system_score_codex":0.0004947737,"about_ca_system_score_gemma":0.00022463579,"threshold_uncertainty_score":0.04857081},"labels":[],"label_agreement":null},{"id":"W1582978567","doi":"10.1109/intmag.1997.597679","title":"Variable Inductance Using A Magnetic Fluid And A DC Magnetic Bias Field","year":2005,"lang":"en","type":"article","venue":"1997 IEEE International Magnetics Conference (INTERMAG'97)","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Magnetic field; Inductance; Variable (mathematics); Physics; Electrical engineering; Materials science; Condensed matter physics; Voltage; Engineering; Mathematics; Mathematical analysis","score_opus":0.06932175559964117,"score_gpt":0.27692590822613733,"score_spread":0.20760415262649617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582978567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5392899,0.0030372222,0.4234492,0.0012160452,0.001192614,0.00021807874,0.0001839007,0.0024837619,0.028929282],"genre_scores_gemma":[0.9282847,0.0004043671,0.06332075,0.00015466784,0.00011422625,0.000045466277,0.00009031216,0.00018420797,0.0074013397],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99981934,0.00003373722,0.000014149907,0.00004508021,0.000060276772,0.000027424558],"domain_scores_gemma":[0.9997447,0.00008123192,0.000057052122,0.00004644276,0.00004304336,0.000027481336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028043977,0.00034380963,0.00040399362,0.000412684,0.0005078522,0.0007489613,0.00082763034,0.00033538145,0.001729421],"category_scores_gemma":[0.00058132014,0.0002469344,0.0002430291,0.00033251836,0.0007466616,0.0008134689,0.00064793805,0.00041082097,0.0005637938],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041593326,0.0001307951,0.0005064319,0.00027179363,0.000023389119,0.00016232416,0.00019789101,0.002792537,0.9428766,0.01898142,0.0014185298,0.03222244],"study_design_scores_gemma":[0.00016733089,0.00043843637,0.00048168295,0.000034490757,0.00007343166,0.0003708233,0.000041704774,0.036379065,0.9219474,0.0026852724,0.037330303,0.000049957132],"about_ca_topic_score_codex":0.0004262991,"about_ca_topic_score_gemma":0.0007809313,"teacher_disagreement_score":0.001729421,"about_ca_system_score_codex":0.00070684234,"about_ca_system_score_gemma":0.0004063865,"threshold_uncertainty_score":0.005785525},"labels":[],"label_agreement":null},{"id":"W4231875431","doi":"10.1109/intmag.1997.597696","title":"An Experimental Study Of Superconvergence Phenomena In Finite Element Magnetics","year":2005,"lang":"en","type":"article","venue":"1997 IEEE International Magnetics Conference (INTERMAG'97)","topic":"Magnetic Properties of Alloys","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Superconvergence; Finite element method; Physics; Computer science; Engineering; Structural engineering","score_opus":0.04390709200461823,"score_gpt":0.29199145415908634,"score_spread":0.2480843621544681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231875431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789619,0.00018378337,0.014176862,0.0000843863,0.000035318055,0.000026654508,0.00007241032,0.00015385696,0.0063047796],"genre_scores_gemma":[0.99387,0.00005418304,0.0040825736,0.00000933832,0.000005208474,0.000012337401,0.00006238648,0.00004154964,0.0018624028],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99967396,0.000070605056,0.000012366681,0.00004586024,0.00016075377,0.00003648154],"domain_scores_gemma":[0.99811065,0.0009100848,0.0001170458,0.00041065377,0.00038351386,0.00006808684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040434118,0.00019450615,0.00022221521,0.00030955218,0.0005383531,0.00040892826,0.00045495035,0.00033751593,0.0044073253],"category_scores_gemma":[0.0023368306,0.00017889607,0.000080947175,0.0003208683,0.0009085209,0.00056579587,0.00035364353,0.0004099577,0.00031562342],"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":[0.00050984987,0.0004796544,0.0020098304,0.00011182913,0.000008626454,0.000102383325,0.0005807238,0.003735378,0.96706903,0.010060951,0.00050162047,0.01483015],"study_design_scores_gemma":[0.000055245848,0.00087348046,0.010275708,0.000030427134,0.000010812564,0.00025812892,0.0003503555,0.09550839,0.88653016,0.0018035546,0.004284721,0.000019073492],"about_ca_topic_score_codex":0.00060936884,"about_ca_topic_score_gemma":0.0007061956,"teacher_disagreement_score":0.0044073253,"about_ca_system_score_codex":0.00025860313,"about_ca_system_score_gemma":0.00016811088,"threshold_uncertainty_score":0.014743924},"labels":[],"label_agreement":null},{"id":"W4231998583","doi":"10.1109/intmag.1997.597699","title":"A Neural Network Model Of Magnetic Hysteresis For Computational Magnetics","year":2005,"lang":"en","type":"article","venue":"1997 IEEE International Magnetics Conference (INTERMAG'97)","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Hysteresis; Magnetic hysteresis; Artificial neural network; Magnetic circuit; Computer science; Physics; Electronic engineering; Electrical engineering; Magnetic field; Condensed matter physics; Engineering; Magnetization; Magnet; Artificial intelligence","score_opus":0.062008146482323986,"score_gpt":0.2796471228105943,"score_spread":0.21763897632827028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231998583","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":[0.064337194,0.001322658,0.9210894,0.0011902844,0.00025140445,0.000047347774,0.00025316904,0.00046216682,0.0110464115],"genre_scores_gemma":[0.8856879,0.00073949416,0.099722534,0.00017750492,0.00016540404,0.00016059619,0.00024390618,0.00008517348,0.0130174635],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999275,0.000023211598,0.000004349716,0.000017940707,0.00001704073,0.000010018349],"domain_scores_gemma":[0.99975556,0.00014007487,0.000015020311,0.000016489523,0.0000579239,0.0000149223515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031641277,0.00027808503,0.0005133609,0.00028496343,0.00041509687,0.00068246905,0.0013593632,0.0012245977,0.0034801252],"category_scores_gemma":[0.0014485884,0.00034142932,0.00037007124,0.00043316899,0.00049613975,0.0010576355,0.00049475604,0.00083814585,0.00038426204],"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":[0.000025289404,0.000020425447,0.0001522478,0.00002468097,0.000013262476,0.000022583803,0.000016688979,0.97448653,0.0008716574,0.013384048,0.00065250136,0.010330143],"study_design_scores_gemma":[0.0000014872248,0.0000015308781,0.000013646781,8.759877e-7,9.1214014e-7,0.0000011303348,6.346206e-7,0.99781895,0.00004086153,0.002032029,0.00008704541,7.562917e-7],"about_ca_topic_score_codex":0.013108725,"about_ca_topic_score_gemma":0.01224511,"teacher_disagreement_score":0.013108725,"about_ca_system_score_codex":0.0006134035,"about_ca_system_score_gemma":0.0006406173,"threshold_uncertainty_score":0.026064873},"labels":[],"label_agreement":null},{"id":"W4232978751","doi":"10.1109/intmag.1997.597694","title":"Universal Matrices For High Order Finite Elements In Nonlinear Magnetic Field Problems","year":2005,"lang":"en","type":"article","venue":"1997 IEEE International Magnetics Conference (INTERMAG'97)","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Nonlinear system; Finite field; Order (exchange); Field (mathematics); Finite element method; Computer science; Applied mathematics; Mathematics; Physics; Pure mathematics; Engineering; Discrete mathematics; Structural engineering; Quantum mechanics","score_opus":0.021489396350904577,"score_gpt":0.26136290020952535,"score_spread":0.23987350385862077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232978751","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":[0.016883457,0.00060741126,0.9759439,0.00030530154,0.000112258145,0.000035850408,0.000036481782,0.00015306222,0.00592223],"genre_scores_gemma":[0.5380518,0.0013784183,0.44363767,0.00032874255,0.0002860693,0.00030353814,0.00020564623,0.00038758013,0.015420538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993612,0.00028280885,0.000039168917,0.00006489349,0.00019988125,0.000051972158],"domain_scores_gemma":[0.9975073,0.0014507173,0.00021846607,0.000252425,0.00035653063,0.00021467044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015663853,0.0007453543,0.0007506505,0.0013697618,0.00078474596,0.001318673,0.0014590918,0.0011646781,0.0037225715],"category_scores_gemma":[0.008395037,0.00054885604,0.0004887592,0.0009240025,0.0023380304,0.0024988472,0.0024323333,0.0021395558,0.00063560513],"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":[0.000037654674,0.000040844378,0.0001791048,0.00012916623,0.000014090235,0.00005254425,0.0002409367,0.03635453,0.0019495216,0.92881775,0.0013803338,0.030803572],"study_design_scores_gemma":[0.000009563189,0.000016833807,0.00005034079,0.00002997032,0.0000043548603,0.000033508335,0.00006839736,0.22568496,0.0007670379,0.7704776,0.002846058,0.0000114086515],"about_ca_topic_score_codex":0.001206226,"about_ca_topic_score_gemma":0.0024001366,"teacher_disagreement_score":0.0037225715,"about_ca_system_score_codex":0.00076808763,"about_ca_system_score_gemma":0.00063223543,"threshold_uncertainty_score":0.012453258},"labels":[],"label_agreement":null},{"id":"W4243164425","doi":"10.1109/intmag.1997.597691","title":"Wavelet-galerkin Method In Solving Dynamic Electromagnetic Field Problems","year":2005,"lang":"en","type":"article","venue":"1997 IEEE International Magnetics Conference (INTERMAG'97)","topic":"Image and Signal Denoising Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Galerkin method; Wavelet; Computer science; Electromagnetic field; Field (mathematics); Electromagnetics; Mathematical optimization; Mathematics; Artificial intelligence; Electronic engineering; Finite element method; Physics; Engineering; Structural engineering","score_opus":0.029166341418739455,"score_gpt":0.30606973159397033,"score_spread":0.27690339017523086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243164425","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":[0.004681675,0.0003333685,0.9939547,0.000115227085,0.00005602582,0.00000888763,0.000011444334,0.00005188741,0.0007866844],"genre_scores_gemma":[0.17123483,0.0018233391,0.8135576,0.00012822855,0.00018900595,0.000157818,0.00014102894,0.0002282945,0.01253984],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999788,0.000086045424,0.000011200098,0.000024203771,0.00007538788,0.000015144196],"domain_scores_gemma":[0.999466,0.0003679516,0.000023258528,0.000028139762,0.00009504138,0.000019579706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010563426,0.0004998742,0.0006774725,0.0006274413,0.00030915605,0.0006267241,0.00067687035,0.001110075,0.0011803326],"category_scores_gemma":[0.0022877022,0.00036646184,0.00045836094,0.00076293846,0.0007446635,0.0010741134,0.00067098613,0.0013893322,0.0003832348],"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":[0.0001879309,0.00014582128,0.0004976388,0.00032473064,0.000058066955,0.00013818436,0.00019638216,0.6010547,0.024235459,0.1701882,0.0034638643,0.199509],"study_design_scores_gemma":[0.0000052317514,0.000010932185,0.000059280428,0.00000458176,0.0000040946693,0.000013638659,0.0000076179626,0.98857427,0.0011657963,0.008895781,0.001254524,0.0000042789666],"about_ca_topic_score_codex":0.0017202834,"about_ca_topic_score_gemma":0.0014688148,"teacher_disagreement_score":0.0017202834,"about_ca_system_score_codex":0.0003280819,"about_ca_system_score_gemma":0.00070498453,"threshold_uncertainty_score":0.0055865645},"labels":[],"label_agreement":null},{"id":"W4246286074","doi":"10.1109/intmag.1997.597689","title":"h-p Adaptive Numerical Integration Techniques For Finite Element Analysis In Magnetics","year":2005,"lang":"en","type":"article","venue":"1997 IEEE International Magnetics Conference (INTERMAG'97)","topic":"Electric Motor Design and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Finite element method; Computer science; Physics; Materials science; Mechanical engineering; Nuclear engineering; Engineering; Thermodynamics","score_opus":0.026437117684570334,"score_gpt":0.26225175536879014,"score_spread":0.2358146376842198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246286074","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":[0.0018661731,0.00024283944,0.9961732,0.000077602,0.00009057275,0.000016563836,0.000015895763,0.00031710253,0.0012000732],"genre_scores_gemma":[0.09923818,0.0005243036,0.89324534,0.00014762304,0.00012285014,0.00025814582,0.00010759992,0.0003596266,0.0059964038],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996393,0.0001340826,0.000024401748,0.000033865264,0.00014822281,0.00002008907],"domain_scores_gemma":[0.99905545,0.00051659514,0.000050394672,0.00012228733,0.00022913901,0.000026160124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007707642,0.00064515375,0.0006245432,0.00066913426,0.00045949052,0.00050629704,0.0014983367,0.0010937012,0.0048910836],"category_scores_gemma":[0.0031318928,0.00049628114,0.00042905612,0.0008728498,0.00073947146,0.0009918719,0.0009944263,0.0020423576,0.0013142107],"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":[0.00020603635,0.00017460149,0.00083591475,0.00031197612,0.00008954288,0.00013713975,0.00022177554,0.40348783,0.017276049,0.0657787,0.009952359,0.50152814],"study_design_scores_gemma":[0.00001109841,0.00001453297,0.00009366128,0.000009155092,0.000004206981,0.00001555588,0.00000768345,0.9911,0.0014499753,0.0047105537,0.0025779402,0.000005708843],"about_ca_topic_score_codex":0.003507118,"about_ca_topic_score_gemma":0.004424631,"teacher_disagreement_score":0.0048910836,"about_ca_system_score_codex":0.00031329013,"about_ca_system_score_gemma":0.00060164323,"threshold_uncertainty_score":0.016362369},"labels":[],"label_agreement":null},{"id":"W4251828365","doi":"10.1109/intmag.1997.597967","title":"Study Of Magnetization Vector Rotation Process Using Tensor Magnetic Hysteresis Loops","year":2005,"lang":"en","type":"article","venue":"1997 IEEE International Magnetics Conference (INTERMAG'97)","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Magnetization; Magnetic hysteresis; Hysteresis; Stoner–Wohlfarth model; Condensed matter physics; Materials science; Tensor (intrinsic definition); Rotation (mathematics); Process (computing); Magnetic domain; Physics; Magnetic field; Computer science; Mathematics; Geometry; Artificial intelligence","score_opus":0.06338412432720501,"score_gpt":0.30575400447391415,"score_spread":0.24236988014670913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251828365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731757,0.00054418354,0.020295955,0.000057022873,0.000018491479,0.000022492915,0.00006361616,0.00014505252,0.005677525],"genre_scores_gemma":[0.9971252,0.00009942336,0.002116334,0.0000020475818,0.0000056660124,0.0000045184593,0.00003137593,0.000013752237,0.0006017475],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999392,0.000019094692,0.0000018732807,0.000011544288,0.000018120296,0.000010135719],"domain_scores_gemma":[0.99967694,0.00016984068,0.000048134974,0.000043822332,0.00004234319,0.000018992716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019030007,0.00017046383,0.00019301835,0.00029476313,0.0001866152,0.00022594955,0.00022906707,0.000102488295,0.001982235],"category_scores_gemma":[0.00064515095,0.000086398744,0.00010570509,0.00033197892,0.00022797265,0.00036527996,0.00011140115,0.00023093964,0.000115580384],"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":[0.0009800714,0.00012916076,0.0043577566,0.00025944054,0.000033482924,0.0003475272,0.00044734977,0.008875896,0.93022156,0.023548229,0.00059484167,0.030204685],"study_design_scores_gemma":[0.00008375572,0.0007188823,0.015632775,0.000021840093,0.0000608531,0.00055786985,0.00020733419,0.38789955,0.5860531,0.004306781,0.0044133854,0.00004395668],"about_ca_topic_score_codex":0.00023239748,"about_ca_topic_score_gemma":0.0001438427,"teacher_disagreement_score":0.001982235,"about_ca_system_score_codex":0.000098216595,"about_ca_system_score_gemma":0.00008429582,"threshold_uncertainty_score":0.006631255},"labels":[],"label_agreement":null},{"id":"W4252361573","doi":"10.1109/intmag.1997.597693","title":"An Error Indicator For The Calculation Of Global Quantities By The P-adaptive Finite Element Method","year":2005,"lang":"en","type":"article","venue":"1997 IEEE International Magnetics Conference (INTERMAG'97)","topic":"Matrix Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Finite element method; Computer science; Applied mathematics; Algorithm; Mathematics; Structural engineering; Engineering","score_opus":0.04516604954576666,"score_gpt":0.3319758779023435,"score_spread":0.28680982835657687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252361573","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":[0.0014788862,0.00006552805,0.99794,0.000032462784,0.00004057233,0.000009184834,0.000010577093,0.00017845255,0.00024426117],"genre_scores_gemma":[0.11267496,0.00023629515,0.88399017,0.00008039093,0.000081576734,0.00016616721,0.00012909954,0.0006449129,0.001996433],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971318,0.001072626,0.00023327164,0.000275918,0.0011880544,0.000098359546],"domain_scores_gemma":[0.99039793,0.0052845045,0.00069117895,0.0011048996,0.0022644587,0.00025706043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062964596,0.000987727,0.0010313272,0.0014659131,0.0005931739,0.0015767472,0.0019019264,0.0013975452,0.0016055531],"category_scores_gemma":[0.02211904,0.00039824215,0.00059191196,0.0011400811,0.0014936457,0.0020113506,0.0024704284,0.0026293797,0.0008290341],"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":[0.0009935731,0.00022417499,0.0030849753,0.00064259354,0.0001743519,0.00017284947,0.00024019316,0.37424582,0.043376524,0.13091151,0.005661042,0.44027236],"study_design_scores_gemma":[0.0000138583455,0.00006064986,0.00024805477,0.000030101322,0.000016966895,0.00004651703,0.0000084187905,0.9831124,0.0075628953,0.00750096,0.0013779971,0.000021261616],"about_ca_topic_score_codex":0.0011658997,"about_ca_topic_score_gemma":0.0008885518,"teacher_disagreement_score":0.0062964596,"about_ca_system_score_codex":0.00049663254,"about_ca_system_score_gemma":0.0011903583,"threshold_uncertainty_score":0.033299267},"labels":[],"label_agreement":null}]}