{"meta":{"query_hash":"a9e18d4b24aa","filters":{"venue":"Mechanics & Industry"},"cohort_total":15,"direct_labels_cover":0,"predictions_cover":15,"exported":15,"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/a9e18d4b24aa","api":"https://metacan.xera.ac/api/v1/cohort?venue=Mechanics+%26+Industry"},"results":[{"id":"W1716292600","doi":"10.1051/meca/2015030","title":"A hybrid method combining Teager Kaiser energy operator, empirical mode decomposition and minimum entropy deconvolution for monitoring gears damages","year":2015,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Centre Technique des Industries Mécaniques; Natural Sciences and Engineering Research Council of Canada; Mitacs; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Hilbert–Huang transform; Energy operator; Demodulation; Deconvolution; SIGNAL (programming language); Amplitude; Entropy (arrow of time); Amplitude modulation; Algorithm; Instantaneous phase; Energy (signal processing); Computer science; Mathematics; Frequency modulation; Control theory (sociology); Acoustics; Physics; Telecommunications; Artificial intelligence; Statistics; Bandwidth (computing); Optics","score_opus":0.031596671041862354,"score_gpt":0.3864278509596781,"score_spread":0.3548311799178157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1716292600","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":[0.021629468,0.00038590652,0.9770488,0.000043447784,0.000030030318,0.000030723448,0.000029763421,0.00041354648,0.00038820322],"genre_scores_gemma":[0.20978382,0.00037245164,0.78772944,0.000037349844,0.000039567003,0.000048695638,0.00009374038,0.000061156,0.0018338255],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995084,0.000083350984,0.000032426204,0.00010085047,0.00025237963,0.0000225937],"domain_scores_gemma":[0.99957424,0.00014570745,0.000069026704,0.000050987557,0.00013531241,0.000024704317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090720126,0.00067164964,0.00060019223,0.0016760519,0.00027881857,0.00052405434,0.00048719166,0.00065579324,0.0009654334],"category_scores_gemma":[0.0010339066,0.00027728445,0.0005285222,0.0008682379,0.00041331924,0.0015303922,0.0005955254,0.0003848042,0.0003163615],"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":[0.00029779202,0.00014300896,0.002916391,0.00032385802,0.00011076219,0.00017631886,0.00015201839,0.017877908,0.2876126,0.003991666,0.0007942002,0.6856034],"study_design_scores_gemma":[0.000043119246,0.00044876125,0.008242825,0.000041044066,0.00010206573,0.0013613898,0.00010670243,0.8239203,0.15538204,0.00395746,0.0062350845,0.00015926402],"about_ca_topic_score_codex":0.0003597749,"about_ca_topic_score_gemma":0.0006929355,"teacher_disagreement_score":0.0016760519,"about_ca_system_score_codex":0.0002366188,"about_ca_system_score_gemma":0.00041109478,"threshold_uncertainty_score":0.0047977567},"labels":[],"label_agreement":null},{"id":"W1966534269","doi":"10.1051/meca/2014060","title":"Modal parameters of the human hand-arm using finite element and operational modal analysis","year":2014,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Finite element method; Modal; Natural frequency; Modal analysis; Operational Modal Analysis; Vibration; Boundary value problem; Transmissibility (structural dynamics); Modal testing; Harmonic; Structural engineering; Modal analysis using FEM; Computer science; Acoustics; Mathematical analysis; Mathematics; Physics; Engineering; Vibration isolation; Materials science","score_opus":0.03886626113682518,"score_gpt":0.32411968272115355,"score_spread":0.28525342158432837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966534269","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":[0.06449342,0.00018093601,0.930485,0.000048807582,0.000013019544,0.000054037173,0.00015217825,0.00034503953,0.0042275027],"genre_scores_gemma":[0.8460637,0.00030119962,0.14985469,0.00002265396,0.000009314926,0.000213216,0.00028405423,0.00006897405,0.003182214],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998363,0.000031962412,0.000010643265,0.00002914916,0.00008162946,0.000010333224],"domain_scores_gemma":[0.9997912,0.0001231165,0.00002060446,0.000024231196,0.00003696977,0.000003937091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030803983,0.0004531913,0.00027124796,0.0005579593,0.0002157389,0.0003658998,0.00049475156,0.0005932729,0.0023505008],"category_scores_gemma":[0.00083292864,0.0002252797,0.0004962722,0.00026300552,0.0002955612,0.0004993634,0.00026690913,0.00030451862,0.0005195051],"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":[0.00009608654,0.0001053434,0.003362966,0.00032268805,0.000036111094,0.0001390281,0.0003695992,0.737337,0.13163437,0.008839373,0.0006211092,0.11713628],"study_design_scores_gemma":[0.000005120348,0.000055108125,0.0025511987,0.000029598388,0.000014923026,0.00012388277,0.000056547215,0.9851098,0.0070258505,0.002337492,0.002669459,0.00002099781],"about_ca_topic_score_codex":0.0020328572,"about_ca_topic_score_gemma":0.0018687708,"teacher_disagreement_score":0.0023505008,"about_ca_system_score_codex":0.00023624662,"about_ca_system_score_gemma":0.0003667633,"threshold_uncertainty_score":0.007863224},"labels":[],"label_agreement":null},{"id":"W2014763536","doi":"10.1051/meca/2014020","title":"Prédiction par transfert inverse d’un champ de conductance thermique de contact dans un mur de réacteur métallurgique","year":2014,"lang":"fr","type":"article","venue":"Mechanics & Industry","topic":"Fatigue and fracture mechanics","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 de Sherbrooke","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.009872995044889121,"score_gpt":0.20539410465459354,"score_spread":0.19552110960970442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014763536","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":[0.18428996,0.00023378189,0.8119484,0.00013228002,0.00007801776,0.00005234619,0.000072284936,0.000833736,0.0023591283],"genre_scores_gemma":[0.87661767,0.00017917529,0.11771009,0.000026899465,0.000016336619,0.00007963612,0.00011721381,0.00014593337,0.00510691],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99969625,0.000045231962,0.0000072921434,0.000076639786,0.00015225413,0.000022383396],"domain_scores_gemma":[0.9993807,0.00038653784,0.000048831207,0.000041246352,0.00012568125,0.00001695094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060989615,0.0007114547,0.00058849266,0.0003452068,0.00021925259,0.00081521913,0.00038442013,0.0009859073,0.0014142867],"category_scores_gemma":[0.001812336,0.00032131953,0.00053128274,0.00023925806,0.00051519665,0.0006587985,0.0003455833,0.00088903704,0.0003582969],"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":[0.00020930197,0.00005929679,0.0045731775,0.00026990435,0.000038897357,0.00025163658,0.00040157762,0.77104604,0.15292758,0.0036628365,0.0006667379,0.065892994],"study_design_scores_gemma":[0.000005633851,0.000048642687,0.0010963561,0.00000797283,0.000005869457,0.00003962331,0.000041172425,0.9754734,0.02193587,0.00052767695,0.0008062846,0.000011477645],"about_ca_topic_score_codex":0.0035298697,"about_ca_topic_score_gemma":0.0036106294,"teacher_disagreement_score":0.0035298697,"about_ca_system_score_codex":0.000552605,"about_ca_system_score_gemma":0.0005914199,"threshold_uncertainty_score":0.0070186853},"labels":[],"label_agreement":null},{"id":"W2111078889","doi":"10.1051/meca/2014061","title":"Cyclostationarity applied to acoustic emission and development of a new indicator for monitoring bearing defects","year":2014,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Machine Fault Diagnosis Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"Reseau canadien de recherche respiratoire; Natural Sciences and Engineering Research Council of Canada; Mitacs; Fonds Québécois de la Recherche sur la Nature et les Technologies; Pratt and Whitney Canada","keywords":"Cyclostationary process; Acoustic emission; Bearing (navigation); SIGNAL (programming language); Acoustics; Degradation (telecommunications); Computer science; Condition monitoring; Electronic engineering; Engineering; Electrical engineering; Telecommunications; Physics; Artificial intelligence","score_opus":0.018116991425289983,"score_gpt":0.28015940684875,"score_spread":0.26204241542346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111078889","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":[0.44117156,0.0024399173,0.5526022,0.00014275932,0.00013955329,0.000115313494,0.0001097714,0.0004883321,0.0027906427],"genre_scores_gemma":[0.89123136,0.00076455757,0.10694627,0.000044473996,0.000059472546,0.00006167616,0.000058282603,0.00001407346,0.0008198869],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996025,0.00007219846,0.000016658989,0.00008865069,0.0001950452,0.000024954858],"domain_scores_gemma":[0.9992755,0.00032066592,0.00014931362,0.00005367514,0.00016388668,0.000036995938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043189863,0.00035009847,0.0002582183,0.0012333832,0.000088351095,0.00032358206,0.00033158198,0.00053073105,0.00043562744],"category_scores_gemma":[0.001113024,0.00016178165,0.00014360904,0.0004328658,0.0005010862,0.00052976725,0.0002953936,0.00033678068,0.000127494],"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":[0.00020118318,0.000082799525,0.0055943755,0.00017561839,0.000020597108,0.00014220396,0.000108495406,0.0022459077,0.90111583,0.0016689985,0.00016691672,0.08847704],"study_design_scores_gemma":[0.000030365201,0.0014961693,0.029588837,0.000033116165,0.00007649486,0.0013826651,0.000106317515,0.12132275,0.84051496,0.00090752443,0.004479953,0.00006090623],"about_ca_topic_score_codex":0.0002035717,"about_ca_topic_score_gemma":0.00017479116,"teacher_disagreement_score":0.0012333832,"about_ca_system_score_codex":0.00017690027,"about_ca_system_score_gemma":0.00013945458,"threshold_uncertainty_score":0.0022841096},"labels":[],"label_agreement":null},{"id":"W2114928296","doi":"10.1051/meca/2012014","title":"Evaluation of the mechanical properties of plasma-sprayed coating by nanoindentation technology","year":2012,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Metal and Thin Film Mechanics","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Waalse Gewest; Université de Sherbrooke","keywords":"Nanoindentation; Indentation; Coating; Materials science; Composite material; Indentation hardness; Cross section (physics); Hardness; Substrate (aquarium); Impression; Enhanced Data Rates for GSM Evolution; Microstructure","score_opus":0.041414830709343146,"score_gpt":0.23940714210780015,"score_spread":0.197992311398457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114928296","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":[0.95224833,0.0010887287,0.044383604,0.000069253416,0.00004493771,0.00006148293,0.00022547785,0.00014297637,0.0017352373],"genre_scores_gemma":[0.9778261,0.00043043794,0.020494431,0.00002148484,0.000011763326,0.000028304788,0.0001710951,0.00003184257,0.0009845211],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994856,0.000028616898,0.000020900043,0.0000453411,0.00038800354,0.000031590855],"domain_scores_gemma":[0.9990213,0.00034991017,0.00014861356,0.00013221898,0.00031271155,0.000035240457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052846904,0.00032459735,0.00032347813,0.0004703442,0.0002516305,0.00037724894,0.00047452416,0.0005296617,0.0012132118],"category_scores_gemma":[0.0012415148,0.00019757553,0.00020752265,0.00026022588,0.00033007152,0.0005082614,0.00022986454,0.0003574031,0.00025806547],"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":[0.000037848913,0.000016158483,0.0007897925,0.00007112242,0.00000770472,0.00006331601,0.00005396063,0.0010265767,0.9907906,0.0000621275,0.000039745562,0.0070411097],"study_design_scores_gemma":[0.000007599723,0.00039744828,0.023409946,0.00000813797,0.000017382721,0.0002649367,0.0001161204,0.021869792,0.9524716,0.00010477036,0.0013109385,0.000021378502],"about_ca_topic_score_codex":0.00044022987,"about_ca_topic_score_gemma":0.0010446461,"teacher_disagreement_score":0.0012132118,"about_ca_system_score_codex":0.00024111435,"about_ca_system_score_gemma":0.00012679772,"threshold_uncertainty_score":0.004058659},"labels":[],"label_agreement":null},{"id":"W2124995604","doi":"10.1051/meca/2014078","title":"Bending nearfield compensation in the context of vibroacoustic active control","year":2014,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Aeroelasticity and Vibration Control","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":"Université de Sherbrooke","funders":"","keywords":"Acoustics; Actuator; Context (archaeology); Bending; Compensation (psychology); Transfer function; Vibration; Acoustic radiation; Transducer; Noise (video); Infrasound; Stiffness; Radiation; Engineering; Physics; Structural engineering; Computer science; Optics; Electrical engineering","score_opus":0.011009004142351893,"score_gpt":0.2083779330215752,"score_spread":0.1973689288792233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124995604","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":[0.049271915,0.0011005925,0.9455072,0.00011374328,0.000070396374,0.000016321892,0.00001072082,0.00014555147,0.0037635344],"genre_scores_gemma":[0.919946,0.0005235134,0.07570481,0.0000521279,0.00007633058,0.000016539494,0.000031622145,0.0000288005,0.0036202436],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997837,0.000040505463,0.000007923897,0.00004992845,0.000098941244,0.000019056577],"domain_scores_gemma":[0.9998424,0.000068057154,0.000020396206,0.000019865462,0.000041373572,0.000007927598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019906466,0.00029261722,0.0002464527,0.00019461653,0.00014427734,0.0003580275,0.0003629738,0.0003557161,0.00078260194],"category_scores_gemma":[0.00047353056,0.0001057298,0.00012088895,0.00022008092,0.00037794223,0.00033820458,0.00031850048,0.0003169487,0.00014752528],"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":[0.00035360464,0.000075436976,0.00054418243,0.0002779453,0.00003334607,0.00020954937,0.00016040666,0.13280123,0.5786526,0.023080315,0.00061135925,0.26320004],"study_design_scores_gemma":[0.000012952777,0.00024959358,0.0016208398,0.000025494015,0.00003133665,0.00024011124,0.000035334022,0.8782567,0.10967892,0.0057326676,0.0040854835,0.000030496401],"about_ca_topic_score_codex":0.00045202728,"about_ca_topic_score_gemma":0.0005292981,"teacher_disagreement_score":0.00078260194,"about_ca_system_score_codex":0.0001594857,"about_ca_system_score_gemma":0.0001525001,"threshold_uncertainty_score":0.0026180744},"labels":[],"label_agreement":null},{"id":"W2132605070","doi":"10.1051/meca/2014070","title":"Development of ultrasonic thickness measurements of solidification front inside metallurgical reactors","year":2014,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Université de Sherbrooke","keywords":"Ultrasonic sensor; Materials science; Electrolysis; Metallurgy; Aluminium; Work (physics); Molten metal; Ultrasonic testing; Electrochemistry; Electrolyte; Composite material; Electrode; Mechanical engineering; Acoustics; Chemistry; Engineering","score_opus":0.03379813256715195,"score_gpt":0.22880699737299617,"score_spread":0.19500886480584423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132605070","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":[0.7045401,0.0024304055,0.28770092,0.000106759006,0.00015962604,0.00016132418,0.00033521096,0.0011883745,0.0033772378],"genre_scores_gemma":[0.85311276,0.0013246777,0.1425804,0.00004501671,0.000038718255,0.00013529048,0.00018137168,0.00009199247,0.0024898148],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992761,0.00008507427,0.000034598663,0.00016077518,0.00038775706,0.000055773173],"domain_scores_gemma":[0.99919957,0.00024820038,0.00015207085,0.0001140012,0.00024813553,0.00003797404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058159226,0.0005905677,0.00039133846,0.0005687637,0.00016371257,0.00044024186,0.0008954398,0.00059797335,0.0010710153],"category_scores_gemma":[0.0012034349,0.00051426154,0.00021901584,0.00041372943,0.00036671103,0.00050145213,0.0006211204,0.00056553545,0.00042698602],"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":[0.000028359818,0.0000070381016,0.00018231012,0.00007231195,0.000003651709,0.000027282633,0.00006703228,0.00026480923,0.9940554,0.00008116105,0.000030111321,0.0051805396],"study_design_scores_gemma":[0.0000053727185,0.00010427814,0.0018902727,0.000009645167,0.0000096504855,0.000056640893,0.00004063603,0.0031183867,0.99389774,0.000038108763,0.00081713806,0.000012192727],"about_ca_topic_score_codex":0.0003906098,"about_ca_topic_score_gemma":0.000613312,"teacher_disagreement_score":0.0010710153,"about_ca_system_score_codex":0.00034491022,"about_ca_system_score_gemma":0.00020506202,"threshold_uncertainty_score":0.0035828948},"labels":[],"label_agreement":null},{"id":"W2132889866","doi":"10.1051/meca/2014018","title":"Uncertainties on modal parameters by operational modal analysis","year":2014,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Structural Health Monitoring Techniques","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":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Modal; Operational Modal Analysis; Modal testing; Autoregressive model; Modal analysis; Identification (biology); Mode (computer interface); Interval (graph theory); Computer science; Mathematics; Algorithm; Control theory (sociology); Mathematical optimization; Engineering; Statistics; Structural engineering; Finite element method; Artificial intelligence","score_opus":0.016196662738604862,"score_gpt":0.25856867109079684,"score_spread":0.24237200835219197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132889866","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":[0.005844035,0.00006839554,0.99307406,0.000014114203,0.00000897398,0.000012560054,0.000031031606,0.0001269663,0.0008198034],"genre_scores_gemma":[0.68452764,0.00042748204,0.31269124,0.00003680598,0.00008653271,0.00017030472,0.00023914059,0.00018844381,0.0016325283],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99812526,0.0006524969,0.00009201405,0.00027343605,0.0007716305,0.00008522448],"domain_scores_gemma":[0.9964444,0.002370527,0.00034333323,0.00041759785,0.00038931306,0.00003488028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018808846,0.0010810323,0.0006488857,0.0020282026,0.00036645538,0.0011776906,0.00074527075,0.0005551179,0.0019480037],"category_scores_gemma":[0.008585692,0.00036768662,0.00082227157,0.0009366348,0.0008551388,0.0018277167,0.0013198503,0.0011146633,0.00041470295],"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":[0.0001492167,0.000052934443,0.0015457352,0.00025047455,0.000094081166,0.00008943245,0.00022605584,0.7310606,0.025239034,0.043860223,0.00050121575,0.19693092],"study_design_scores_gemma":[0.000003927964,0.00003644504,0.0007349532,0.000026487312,0.000015847701,0.0000576479,0.000034643755,0.9737586,0.006177496,0.017554065,0.0015651715,0.00003465195],"about_ca_topic_score_codex":0.0012496201,"about_ca_topic_score_gemma":0.00081470114,"teacher_disagreement_score":0.0020282026,"about_ca_system_score_codex":0.000427032,"about_ca_system_score_gemma":0.00045746984,"threshold_uncertainty_score":0.009947181},"labels":[],"label_agreement":null},{"id":"W2419301264","doi":"10.1051/meca/2015099","title":"Thermo-economic assessment of three-stage combined cycle power system using ammonia-water mixture","year":2016,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","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":"Simon Fraser University","funders":"","keywords":"Exergy; Exergy efficiency; Process engineering; Sorting; Genetic algorithm; Organic Rankine cycle; Multi-objective optimization; Computer science; Working fluid; Sensitivity (control systems); Optimization problem; Environmental science; Mathematical optimization; Power (physics); Mathematics; Engineering; Electricity generation; Thermodynamics; Mechanical engineering; Algorithm","score_opus":0.010101697960301647,"score_gpt":0.22808738316904748,"score_spread":0.21798568520874584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419301264","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":[0.9824984,0.00022099106,0.010378873,0.00010030942,0.000010013006,0.00008787978,0.0001917813,0.000044646553,0.006467113],"genre_scores_gemma":[0.9984434,0.0000771607,0.0006782182,0.0000038200906,0.0000017613362,0.000028983457,0.000030033187,0.000005120511,0.0007314596],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980503,0.00007317855,0.000008056741,0.000020542768,0.000056344135,0.000036739573],"domain_scores_gemma":[0.99955326,0.00030982742,0.000037108286,0.000013229513,0.000061985935,0.000024686466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056761206,0.0007984176,0.0009084269,0.0008019319,0.0007203416,0.0011868639,0.0007085476,0.0010441596,0.0017900314],"category_scores_gemma":[0.00071897433,0.00043723875,0.0010942885,0.0006972104,0.00066756224,0.00071840006,0.0004967663,0.0005590453,0.00014810245],"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":[0.00014758948,0.000051046147,0.0013644558,0.00004939081,0.000023073671,0.0001520648,0.000016011345,0.992474,0.0038173338,0.00033144388,0.00005438313,0.0015192244],"study_design_scores_gemma":[0.00001343761,0.000185224,0.0016934609,0.0000032752507,0.000018674858,0.000013896623,0.0000338188,0.99575186,0.0020226343,0.00017291619,0.00008109537,0.000009823986],"about_ca_topic_score_codex":0.015473937,"about_ca_topic_score_gemma":0.013212804,"teacher_disagreement_score":0.015473937,"about_ca_system_score_codex":0.0014677047,"about_ca_system_score_gemma":0.0007569603,"threshold_uncertainty_score":0.030767739},"labels":[],"label_agreement":null},{"id":"W2469370220","doi":"10.1051/meca/2016003","title":"To what extent do thermo physical properties of a metallurgical reactor affect the performance of a virtual sensor used for predicting the ledge profile?","year":2016,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Metallurgical Processes and Thermodynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Inertia; Materials science; Thermal; Range (aeronautics); Phase (matter); Phase-change material; Nuclear engineering; Mechanical engineering; Computer science; Composite material; Engineering; Thermodynamics; Physics","score_opus":0.022393374290065878,"score_gpt":0.22824169941125536,"score_spread":0.20584832512118947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469370220","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":[0.9633575,0.00028896268,0.034689013,0.0001342153,0.000026342952,0.000015848056,0.000049721413,0.000120969285,0.0013174624],"genre_scores_gemma":[0.9973761,0.00013564943,0.0021812331,0.000033625452,0.000005837836,0.0000049116675,0.000021058733,0.000015541751,0.00022600578],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962366,0.00007903262,0.00001401774,0.000109960056,0.00012130122,0.000052004696],"domain_scores_gemma":[0.99835926,0.0009461233,0.00030800814,0.00014109389,0.0002048783,0.000040619965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083231344,0.0004920583,0.00051388226,0.00022771565,0.00016300322,0.00081503735,0.00036639808,0.0007706724,0.00070801267],"category_scores_gemma":[0.0046311733,0.0002998401,0.000302081,0.00021834094,0.000862706,0.0015915191,0.00027322394,0.00039720722,0.0003483408],"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":[0.00062605477,0.00012676448,0.042081825,0.00031048787,0.00008296326,0.00034600068,0.00035299844,0.020814223,0.90111977,0.0004089663,0.00012519018,0.03360478],"study_design_scores_gemma":[0.000015955635,0.00082324626,0.105059355,0.0000418955,0.00008957956,0.00049024523,0.00093737314,0.13579714,0.75490564,0.00092712144,0.00084214145,0.00007042978],"about_ca_topic_score_codex":0.00061151397,"about_ca_topic_score_gemma":0.0009700721,"teacher_disagreement_score":0.00083231344,"about_ca_system_score_codex":0.00021256992,"about_ca_system_score_gemma":0.0001873828,"threshold_uncertainty_score":0.004401803},"labels":[],"label_agreement":null},{"id":"W2969772214","doi":"10.1051/meca/2019026","title":"Numerical identification of the thermal conductivity tensor and the heat capacity per unit volume of an anisotropic material","year":2019,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":7,"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":"Agence Universitaire de la Francophonie","keywords":"Thermal conductivity; Tensor (intrinsic definition); Conjugate gradient method; Anisotropy; Materials science; Finite element method; Finite volume method; Heat capacity; Representative elementary volume; Mechanics; Mathematical analysis; Thermodynamics; Mathematics; Geometry; Physics; Mathematical optimization; Composite material; Optics","score_opus":0.05776906359184409,"score_gpt":0.30162275540920325,"score_spread":0.24385369181735916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969772214","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":[0.005367265,0.00057314907,0.9910267,0.00007794377,0.0000784802,0.000025544701,0.000024303106,0.00010427015,0.002722297],"genre_scores_gemma":[0.24744166,0.0024348495,0.7455139,0.000047661582,0.00010005585,0.00020305093,0.0001313353,0.0001353287,0.003992176],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995963,0.00009888346,0.00002862471,0.00006063435,0.00019839588,0.000017168364],"domain_scores_gemma":[0.9995276,0.00017832237,0.00006576193,0.00007690387,0.00013553843,0.000015859177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057300896,0.0005504681,0.0004468492,0.0009271257,0.0002799701,0.00073240424,0.0005192403,0.0006502901,0.00087980565],"category_scores_gemma":[0.0021360128,0.00026897143,0.0005087434,0.00067356497,0.0009012479,0.0011337958,0.0006064553,0.0008067057,0.00043897188],"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":[0.00009463768,0.00006688429,0.0021524704,0.0010047902,0.000052939304,0.00034880728,0.0003644315,0.3870985,0.14400405,0.3028256,0.0019290593,0.16005787],"study_design_scores_gemma":[0.0000058166997,0.000045101162,0.0005367144,0.000045297027,0.000023049768,0.00043932267,0.00004542057,0.93601817,0.025625085,0.029392442,0.0077822916,0.000041279338],"about_ca_topic_score_codex":0.00048764233,"about_ca_topic_score_gemma":0.00042548895,"teacher_disagreement_score":0.0009271257,"about_ca_system_score_codex":0.00024537137,"about_ca_system_score_gemma":0.0006637261,"threshold_uncertainty_score":0.0030304193},"labels":[],"label_agreement":null},{"id":"W3080982531","doi":"10.1051/meca/2020068","title":"An investigation of cutting parameters effect on sound level, surface roughness, and power consumption during machining of hardened AISI 4140","year":2020,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Energy Efficiency and Management","field":"Energy","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Machinability; Machining; Energy consumption; Surface roughness; RADIUS; Materials science; Surface finish; Energy (signal processing); Mechanical engineering; Power (physics); Tool wear; Intensity (physics); Process engineering; Environmental science; Metallurgy; Composite material; Engineering; Computer science; Optics; Mathematics; Electrical engineering","score_opus":0.041745520622462624,"score_gpt":0.260682851608562,"score_spread":0.2189373309860994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080982531","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":[0.9972289,0.00023864691,0.0019797832,0.000012396937,0.0000046455807,0.0000067508786,0.00003940407,0.000019131056,0.00047038705],"genre_scores_gemma":[0.99800295,0.00014762726,0.0012356978,0.000005635772,0.0000015459327,0.000003930904,0.000048412563,0.000008285818,0.0005460175],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999819,0.000015629104,0.000009987166,0.000030404937,0.00010094427,0.00002400128],"domain_scores_gemma":[0.9997168,0.00013664662,0.00004482434,0.000021443873,0.00007168465,0.0000085180445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017762127,0.00020352087,0.00024646398,0.00022109805,0.00014521144,0.00019468518,0.00019462097,0.00025988347,0.0006933851],"category_scores_gemma":[0.0004217596,0.00014756313,0.00026842806,0.00026385393,0.00013360269,0.00022451246,0.000083429026,0.00017434191,0.000094032126],"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":[0.0003988042,0.000076373784,0.005728725,0.00021225908,0.000021928416,0.0001578444,0.000148142,0.0034231078,0.9700449,0.000075427364,0.00008548125,0.01962691],"study_design_scores_gemma":[0.000017227632,0.0020406262,0.08633212,0.000009432871,0.000084130574,0.00017444967,0.00031294153,0.023058418,0.886333,0.00008185115,0.0015225778,0.000033271444],"about_ca_topic_score_codex":0.00097067765,"about_ca_topic_score_gemma":0.0017601933,"teacher_disagreement_score":0.00097067765,"about_ca_system_score_codex":0.0001287865,"about_ca_system_score_gemma":0.00008197488,"threshold_uncertainty_score":0.0023195744},"labels":[],"label_agreement":null},{"id":"W3114109280","doi":"10.1051/meca/2020094","title":"Mode and regime identification for a static NACA0012 airfoil at transitional Reynolds numbers","year":2020,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Fluid Dynamics and Turbulent Flows","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":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Laminar flow; Wake; Airfoil; Reynolds number; Boundary layer; Flow separation; Chord (peer-to-peer); Turbulence; Physics; Mechanics; Trailing edge; Vortex shedding; Vortex; Computer science","score_opus":0.013799150919081028,"score_gpt":0.2174832574818497,"score_spread":0.2036841065627687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114109280","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":[0.9875875,0.00004386398,0.01064504,0.000011151704,0.0000048915113,0.000009933137,0.00002569371,0.000062911626,0.0016089013],"genre_scores_gemma":[0.99759597,0.000013783616,0.0020847495,0.0000022252777,8.693769e-7,0.000006864203,0.000024646539,0.000003996972,0.00026681877],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996173,0.0000032888845,0.0000018646905,0.0000082194165,0.000012198498,0.000012642994],"domain_scores_gemma":[0.99993944,0.000008896082,0.000013799904,0.0000072220555,0.000016834114,0.000013812017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006749988,0.00015631097,0.00010629509,0.0004537033,0.0002736807,0.00020969787,0.00016403117,0.00016801938,0.00073205144],"category_scores_gemma":[0.00020323465,0.000093864066,0.00018442671,0.000093453404,0.00021751829,0.00021525583,0.00023035402,0.00017903512,0.00009511649],"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":[0.0010736223,0.00022454633,0.09129003,0.00020159748,0.000038180246,0.0011332263,0.0013576157,0.07294566,0.74903095,0.006012545,0.00077485584,0.07591706],"study_design_scores_gemma":[0.0000373517,0.0005112747,0.16900758,0.000026301843,0.000025245841,0.0006870858,0.00074007374,0.70769435,0.11759948,0.0020139443,0.0015868207,0.000070535476],"about_ca_topic_score_codex":0.0018006508,"about_ca_topic_score_gemma":0.0014739683,"teacher_disagreement_score":0.0018006508,"about_ca_system_score_codex":0.00017621944,"about_ca_system_score_gemma":0.0001852459,"threshold_uncertainty_score":0.0035803318},"labels":[],"label_agreement":null},{"id":"W4403138831","doi":"10.1051/meca/2024020","title":"Harmonic modal analysis of hydroelectric runner in steady-state conditions: a Bayesian approach","year":2024,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydro One (Canada); Hydro-Québec; Université de Montréal","funders":"Mitacs; Hydro-Québec","keywords":"Harmonics; Modal analysis; Modal; Hydroelectricity; Rotor (electric); Computer science; Francis turbine; Harmonic analysis; Power (physics); Control theory (sociology); Turbine; Structural engineering; Engineering; Finite element method; Mechanical engineering; Electronic engineering; Voltage; Physics; Electrical engineering; Artificial intelligence","score_opus":0.013317047866300356,"score_gpt":0.23326684442092963,"score_spread":0.21994979655462926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403138831","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":[0.025629891,0.00008597612,0.9729022,0.000048823917,0.0000046883674,0.00001361565,0.000056408615,0.00010615369,0.0011523241],"genre_scores_gemma":[0.8937339,0.00032425602,0.10208805,0.000040904455,0.000032136784,0.000049818307,0.00025283688,0.00008116643,0.0033969088],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998379,0.00005196497,0.0000054511947,0.00003672319,0.000053552423,0.000014428335],"domain_scores_gemma":[0.99968946,0.00016731795,0.000040569532,0.000024961957,0.00006529435,0.000012410351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005765065,0.00035774175,0.00031705052,0.0003987865,0.00017542964,0.0004559296,0.00047476083,0.0003895179,0.0014916927],"category_scores_gemma":[0.0011172806,0.0002417073,0.00032407357,0.00023377757,0.00036689165,0.0006153481,0.0004331969,0.00043224503,0.00035697676],"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":[0.00013059848,0.00007623869,0.0028314567,0.00015107244,0.00006483988,0.00008534999,0.0001949043,0.8017218,0.031964995,0.016855702,0.0008253252,0.14509773],"study_design_scores_gemma":[0.0000015244536,0.000011571917,0.0007732097,0.000004708131,0.0000040667755,0.0000149294565,0.000010230233,0.9962845,0.00084383576,0.0017565683,0.00028710274,0.000007711633],"about_ca_topic_score_codex":0.0022079728,"about_ca_topic_score_gemma":0.0030677419,"teacher_disagreement_score":0.0022079728,"about_ca_system_score_codex":0.00024112151,"about_ca_system_score_gemma":0.00031041185,"threshold_uncertainty_score":0.00499022},"labels":[],"label_agreement":null},{"id":"W7116975676","doi":"10.1051/meca/2025033","title":"Design and flow field characterization of safety valves based on the Laval principle","year":2025,"lang":"en","type":"article","venue":"Mechanics & Industry","topic":"Hydraulic and Pneumatic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science and Technology Department, Heilongjiang Province; Natural Science Foundation of Heilongjiang Province","keywords":"Safety valve; Supersonic speed; Turbulence; Flow (mathematics); Mach number; Relief valve; Valve seat","score_opus":0.012722659042807661,"score_gpt":0.21736082353725986,"score_spread":0.20463816449445218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116975676","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":[0.6658401,0.00084498164,0.33009255,0.00008514469,0.0000603939,0.00019084795,0.00013032113,0.0004927898,0.0022627658],"genre_scores_gemma":[0.9303233,0.00018812751,0.06852519,0.000014893206,0.000015714226,0.000047337777,0.00008222853,0.000029671008,0.00077352306],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944764,0.00006264555,0.000032072807,0.00007360206,0.0003353016,0.00004878891],"domain_scores_gemma":[0.9993069,0.0002477198,0.00014959139,0.000076625125,0.00015745517,0.000061609375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084499945,0.00025762393,0.00037920376,0.00048318284,0.0003002434,0.0006036383,0.0006044181,0.000431736,0.00033473014],"category_scores_gemma":[0.0010901443,0.00021099168,0.00027844374,0.00014896314,0.0005698106,0.0005073606,0.00031907248,0.00030081678,0.00013951602],"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":[0.00024717898,0.00008916512,0.0037309746,0.0001920532,0.000013469778,0.00010083459,0.0001828128,0.0146660805,0.9457497,0.0015850351,0.00014168571,0.033301163],"study_design_scores_gemma":[0.00008190497,0.0015301658,0.008045778,0.000018509825,0.000023386854,0.00028583634,0.00006045736,0.13204104,0.8497283,0.0006468513,0.007480654,0.000057052177],"about_ca_topic_score_codex":0.00032315415,"about_ca_topic_score_gemma":0.00027504851,"teacher_disagreement_score":0.00084499945,"about_ca_system_score_codex":0.000344277,"about_ca_system_score_gemma":0.00054546143,"threshold_uncertainty_score":0.0044688582},"labels":[],"label_agreement":null}]}