{"meta":{"query_hash":"e8131f0cd379","filters":{"venue":"Vibrations in engineering and technology"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/e8131f0cd379","api":"https://metacan.xera.ac/api/v1/cohort?venue=Vibrations+in+engineering+and+technology"},"results":[{"id":"W3008513135","doi":"10.37128/2306-8744-2019-1-1","title":"AREAS OF RATIONAL APPLICATION OF WAVE RESONANCE MODES IN VIBRATION METHODS OF PIPE LAYING","year":2019,"lang":"en","type":"article","venue":"Vibrations in engineering and technology","topic":"Industrial Engineering and Technologies","field":"Engineering","cited_by":1,"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":"","keywords":"Laying; Vibration; Quarter (Canadian coin); Acoustics; Engineering; Penetration (warfare); Structural engineering; Resonance (particle physics); Geotechnical engineering; Physics; Operations research; Archaeology","score_opus":0.009762877668741335,"score_gpt":0.2318206075263877,"score_spread":0.22205772985764635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008513135","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":[0.04592123,0.047249526,0.8435381,0.0011343133,0.00036733164,0.000105812236,0.00003719889,0.00022551954,0.06142082],"genre_scores_gemma":[0.64285773,0.054412387,0.2822434,0.00026772748,0.00097427005,0.00017554237,0.0000803326,0.00015959176,0.01882908],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941456,0.00018370197,0.000027818849,0.000119562115,0.00022311085,0.000031224343],"domain_scores_gemma":[0.99960476,0.00019987239,0.00004708218,0.00004824156,0.00008624562,0.00001386371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006498989,0.00052426645,0.00031991221,0.00077511393,0.0002830569,0.00055010355,0.00046785112,0.0005058195,0.002827005],"category_scores_gemma":[0.00080744165,0.00019835605,0.00035746052,0.00042885594,0.0011794065,0.0009624848,0.0005719125,0.0006818388,0.0007874622],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019773815,0.00019761863,0.0012951584,0.0020322092,0.000043526834,0.00021598791,0.0011725014,0.017695155,0.14471784,0.30582842,0.0018526552,0.5247511],"study_design_scores_gemma":[0.00011988783,0.002290394,0.0060834875,0.0011563047,0.00015024989,0.0030014247,0.001564028,0.13286752,0.22116613,0.35850608,0.272773,0.00032152503],"about_ca_topic_score_codex":0.00016144462,"about_ca_topic_score_gemma":0.00015158343,"teacher_disagreement_score":0.002827005,"about_ca_system_score_codex":0.00033307646,"about_ca_system_score_gemma":0.00029349147,"threshold_uncertainty_score":0.00945729},"labels":[],"label_agreement":null},{"id":"W3126653120","doi":"10.37128/2306-8744-2020-4-8","title":"INVESTIGATION OF THE HYDRAULIC DRIVE OF THE UNIT FOR STRIP TILLAGE WITH SIMULTANEOUS APPLICATION OF LIQUID FERTILIZERS","year":2020,"lang":"en","type":"article","venue":"Vibrations in engineering and technology","topic":"Land Use and Management","field":"Social Sciences","cited_by":3,"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":"","keywords":"Tillage; Humus; Soil fertility; Agricultural engineering; Environmental science; Agricultural machinery; Strip-till; Agriculture; Agronomy; Agroforestry; Business; No-till farming; Engineering; Soil water; Soil science; Biology; Ecology","score_opus":0.010548745757624165,"score_gpt":0.21814094919222476,"score_spread":0.2075922034346006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126653120","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":[0.9943752,0.0012804708,0.0021514632,0.00008396972,0.000039812512,0.00003470771,0.0001347639,0.00005803026,0.0018415109],"genre_scores_gemma":[0.9950505,0.0007420519,0.0026516677,0.00003161722,0.000010842063,0.000015978438,0.00008924202,0.000011436602,0.0013967098],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976104,0.000032217366,0.0000127228295,0.00005157215,0.000100599085,0.000041781055],"domain_scores_gemma":[0.9997229,0.000105766514,0.0000552916,0.000015000453,0.00006927737,0.00003175959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036251455,0.00014716112,0.0002377894,0.00028166594,0.00017236682,0.00045796967,0.00036253425,0.00027995487,0.0015093395],"category_scores_gemma":[0.0006071039,0.000111116926,0.00024356028,0.00029242536,0.00016752793,0.00035745147,0.00013545825,0.00025229712,0.000265601],"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":[0.001164916,0.00029948432,0.008144478,0.00048395924,0.00003636568,0.0001798666,0.00010687042,0.0022403875,0.94749886,0.0006123135,0.00044596998,0.038786657],"study_design_scores_gemma":[0.00009827599,0.008649013,0.07809445,0.000052203788,0.00018746509,0.0003966695,0.00054372236,0.044437528,0.8499971,0.0004421283,0.01704523,0.000056155655],"about_ca_topic_score_codex":0.0010648035,"about_ca_topic_score_gemma":0.0013514239,"teacher_disagreement_score":0.0015093395,"about_ca_system_score_codex":0.00024022452,"about_ca_system_score_gemma":0.00038736663,"threshold_uncertainty_score":0.0050492287},"labels":[],"label_agreement":null}]}