{"meta":{"query_hash":"d6cf7bd34e27","filters":{"venue":"Proceedings of 1996 Transmission and Distribution Conference and Exposition"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/d6cf7bd34e27","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+1996+Transmission+and+Distribution+Conference+and+Exposition"},"results":[{"id":"W1953594161","doi":"10.1109/tdc.1996.545935","title":"X-ray induced partial discharge testing of full-size EHV insulators","year":2002,"lang":"en","type":"article","venue":"Proceedings of 1996 Transmission and Distribution Conference and Exposition","topic":"High voltage insulation and dielectric phenomena","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Partial discharge; Instrumentation (computer programming); Reliability (semiconductor); High voltage; Voltage; Materials science; Sensitivity (control systems); Reliability engineering; Nuclear engineering; Electrical engineering; Range (aeronautics); Insulation system; Computer science; Automotive engineering; Electronic engineering; Engineering; Physics","score_opus":0.029553838773126992,"score_gpt":0.23278893550692611,"score_spread":0.20323509673379914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1953594161","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":[0.98625374,0.00024680278,0.012307454,0.000020768837,0.000010593167,0.000016610142,0.00009374538,0.00018892188,0.00086128374],"genre_scores_gemma":[0.99285007,0.00011231552,0.0058315727,0.00001510184,0.0000044291737,0.000010741978,0.00015515884,0.000020932563,0.0009997922],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99975806,0.00004190004,0.000013687574,0.000037072587,0.000120290344,0.000029017247],"domain_scores_gemma":[0.9993886,0.0002428119,0.000093886265,0.00008412275,0.00014465605,0.00004592596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002660014,0.00016685518,0.00015307835,0.00025298048,0.000120553275,0.00021944624,0.00034549786,0.00021110677,0.0011638558],"category_scores_gemma":[0.000848318,0.00012509977,0.00011989888,0.00017543566,0.00025630856,0.00030397534,0.00031162403,0.0002238983,0.00016741296],"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":[0.0002652152,0.000046680678,0.007287683,0.00008011636,0.000010953108,0.00016791388,0.00013884447,0.00063363207,0.9707534,0.00014170869,0.00010985251,0.020364035],"study_design_scores_gemma":[0.00002155278,0.0014396597,0.044425916,0.000006281986,0.00001605179,0.0009577343,0.00009747651,0.002701349,0.9475749,0.000083114726,0.0026635472,0.000012413009],"about_ca_topic_score_codex":0.000263698,"about_ca_topic_score_gemma":0.00035707752,"teacher_disagreement_score":0.0011638558,"about_ca_system_score_codex":0.00013916711,"about_ca_system_score_gemma":0.00008125405,"threshold_uncertainty_score":0.0038935542},"labels":[],"label_agreement":null},{"id":"W2108653625","doi":"10.1109/tdc.1996.545932","title":"Operating experiences of the Nelson River HVDC system","year":2002,"lang":"en","type":"article","venue":"Proceedings of 1996 Transmission and Distribution Conference and Exposition","topic":"HVDC Systems and Fault Protection","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Hydro","funders":"","keywords":"Commutation; Ferroresonance in electricity networks; HVDC converter station; Line (geometry); Filter (signal processing); Computer science; Electrical engineering; Engineering; Voltage; Transformer; Mathematics","score_opus":0.011780662373564902,"score_gpt":0.18888173831539826,"score_spread":0.17710107594183336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108653625","genre_codex":"empirical","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":[0.94429845,0.00026480088,0.0016086594,0.0009339063,0.000041145442,0.000017979226,0.0001782415,0.00007377693,0.05258297],"genre_scores_gemma":[0.98015034,0.00038292175,0.00084783765,0.00010964919,0.000011997597,0.000006991479,0.00012136227,0.000048103888,0.018320795],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996201,0.00012562063,0.000013893755,0.000037412603,0.0001302131,0.00007268222],"domain_scores_gemma":[0.9994462,0.00011437961,0.0000398541,0.000046831254,0.00019099598,0.00016161984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064011867,0.00021882048,0.00013847784,0.00016219777,0.0021385797,0.0010659985,0.00042303704,0.0004476144,0.0048330002],"category_scores_gemma":[0.0013281532,0.00014222041,0.000089518115,0.00026442535,0.00056409725,0.001023785,0.0009606924,0.00069424656,0.00083573227],"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":[0.0034824247,0.001396538,0.16399729,0.00082267873,0.00013289301,0.029720584,0.18836704,0.03409073,0.06501488,0.015423043,0.08000271,0.41754922],"study_design_scores_gemma":[0.0001416066,0.0036246742,0.105338246,0.00031714607,0.00013483374,0.01188407,0.21845122,0.0151312705,0.03463769,0.0034282526,0.6065633,0.00034765803],"about_ca_topic_score_codex":0.019389203,"about_ca_topic_score_gemma":0.061981376,"teacher_disagreement_score":0.019389203,"about_ca_system_score_codex":0.0010420057,"about_ca_system_score_gemma":0.0008257205,"threshold_uncertainty_score":0.0385527},"labels":[],"label_agreement":null},{"id":"W2146534582","doi":"10.1109/tdc.1996.545946","title":"Mitigating potential transformer ferroresonance in a 230 kV converter station","year":2002,"lang":"en","type":"article","venue":"Proceedings of 1996 Transmission and Distribution Conference and Exposition","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Hydro","funders":"","keywords":"Ferroresonance in electricity networks; Circuit breaker; Resistor; Transformer; Electrical engineering; Inductance; Engineering; Capacitance; Nonlinear system; Voltage; Physics","score_opus":0.015269524025074881,"score_gpt":0.21530443327845122,"score_spread":0.20003490925337633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146534582","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":[0.9915064,0.00001916006,0.006557867,0.0000976801,0.000008653314,0.0000081801445,0.000011679439,0.00017387973,0.0016166172],"genre_scores_gemma":[0.9978915,0.000011478282,0.0015116356,0.0000061634423,0.000001851798,0.0000013016704,0.000009850026,0.000007600608,0.00055857445],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999943,0.000015288244,0.0000018024718,0.0000060607936,0.000020893123,0.000012960592],"domain_scores_gemma":[0.9998098,0.00006047415,0.00001905493,0.000018473922,0.00006070505,0.00003149168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016634859,0.00015122005,0.00013161333,0.00022649375,0.0004133061,0.00018516183,0.00024873708,0.00036174053,0.0011423391],"category_scores_gemma":[0.00051057804,0.00008282184,0.00007613021,0.00010204877,0.0002517872,0.00019773685,0.0001794744,0.00030795703,0.0001967812],"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":[0.0021196965,0.00039244967,0.06269237,0.0002575587,0.000065019514,0.016833607,0.003657172,0.11396199,0.6176696,0.004440304,0.006906236,0.17100406],"study_design_scores_gemma":[0.00026922286,0.0029834507,0.094128,0.000055131026,0.000098303986,0.0049876417,0.0034525392,0.59630823,0.28250253,0.0055318126,0.009595767,0.00008733704],"about_ca_topic_score_codex":0.0037715253,"about_ca_topic_score_gemma":0.007341061,"teacher_disagreement_score":0.0037715253,"about_ca_system_score_codex":0.00029478702,"about_ca_system_score_gemma":0.00023182608,"threshold_uncertainty_score":0.007499099},"labels":[],"label_agreement":null},{"id":"W4233110004","doi":"10.1109/tdc.1996.545952","title":"Specification, performance, testing and qualification of extra-heavy-duty connectors for high-voltage applications","year":2002,"lang":"en","type":"article","venue":"Proceedings of 1996 Transmission and Distribution Conference and Exposition","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Duty cycle; Dependency (UML); Surface roughness; Voltage; Computer science; Surface finish; Engineering; Power (physics); Automotive engineering; Electrical engineering; Mechanical engineering; Materials science; Systems engineering","score_opus":0.02521232669695308,"score_gpt":0.21508735272082022,"score_spread":0.18987502602386713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233110004","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":[0.87335455,0.0010641927,0.11634685,0.00030942805,0.000111482375,0.0004958154,0.00081292546,0.001104838,0.0063998858],"genre_scores_gemma":[0.9611063,0.0003804585,0.030903865,0.000085908665,0.000024295377,0.00019592301,0.0018023715,0.00021683723,0.005284121],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9950009,0.0009444887,0.00033733808,0.00017772382,0.0033122108,0.00022741652],"domain_scores_gemma":[0.9908076,0.0012162264,0.00075122504,0.0014349192,0.0055083376,0.0002817583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050123385,0.00065281155,0.0003553922,0.0009695418,0.00059397815,0.000845674,0.0012787228,0.0009208425,0.0014123337],"category_scores_gemma":[0.0078019607,0.00026527708,0.00021787758,0.0008134193,0.0005411704,0.00068127306,0.0002812701,0.00063567,0.00081168994],"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":[0.00020623213,0.0002812114,0.017333834,0.00027549814,0.000011825934,0.0003833392,0.00043178152,0.006287647,0.9277899,0.00085081754,0.0016445984,0.044503298],"study_design_scores_gemma":[0.000046222856,0.0033587047,0.064666964,0.00004560425,0.000029642495,0.0014120151,0.00040625932,0.015362349,0.90123606,0.0004148224,0.012966632,0.000054771885],"about_ca_topic_score_codex":0.0054139,"about_ca_topic_score_gemma":0.013129073,"teacher_disagreement_score":0.0054139,"about_ca_system_score_codex":0.00082133454,"about_ca_system_score_gemma":0.0012788366,"threshold_uncertainty_score":0.026508093},"labels":[],"label_agreement":null},{"id":"W4236890104","doi":"10.1109/tdc.1996.545958","title":"Comparative field tests of various practices for the control of wind-induced conductor motion","year":2002,"lang":"en","type":"article","venue":"Proceedings of 1996 Transmission and Distribution Conference and Exposition","topic":"Fluid Dynamics and Vibration Analysis","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":true,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Conductor; Electrical conductor; Damper; Structural engineering; Engineering; Electric power transmission; Wind power; Marine engineering; Electrical engineering; Materials science; Composite material","score_opus":0.03466993428047222,"score_gpt":0.26449471765183585,"score_spread":0.22982478337136364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236890104","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":[0.98577964,0.00017562242,0.011761265,0.000033120836,0.000040287592,0.00042612854,0.00030802892,0.00018120161,0.0012947383],"genre_scores_gemma":[0.9841053,0.00024474747,0.011551102,0.00004490753,0.000018562325,0.00036095834,0.0006678156,0.000054175227,0.0029524083],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998769,0.00028888482,0.00011169434,0.00024917873,0.0004395635,0.00014167168],"domain_scores_gemma":[0.99495405,0.0013908737,0.00046717166,0.0006304899,0.002252531,0.0003049414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016610197,0.00071041,0.00036764352,0.00075316866,0.0005382759,0.0002652055,0.00084603345,0.00047240208,0.001708462],"category_scores_gemma":[0.004311821,0.0003094477,0.00018269345,0.00048308223,0.00043874665,0.0004115902,0.00031144908,0.00036860138,0.0003587761],"study_design_candidate":"observational","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":[0.006327509,0.008419988,0.01023575,0.0013480539,0.00013634228,0.0002646532,0.001442667,0.0103624035,0.8523796,0.000300045,0.000981174,0.10780174],"study_design_scores_gemma":[0.0012699882,0.082135595,0.09146744,0.0001222051,0.0002686315,0.0003560911,0.001162876,0.012558942,0.80126435,0.0002096932,0.009050306,0.00013390934],"about_ca_topic_score_codex":0.007457889,"about_ca_topic_score_gemma":0.016249714,"teacher_disagreement_score":0.007457889,"about_ca_system_score_codex":0.0006559701,"about_ca_system_score_gemma":0.00057436695,"threshold_uncertainty_score":0.01482892},"labels":[],"label_agreement":null}]}