{"meta":{"query_hash":"26156692a74e","filters":{"venue":"New Technology & New Process"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/26156692a74e","api":"https://metacan.xera.ac/api/v1/cohort?venue=New+Technology+%26+New+Process"},"results":[{"id":"W2358725093","doi":"","title":"Microstructure Evolution Behavior of HIP FGH96 Alloy during Heat Treatment Process","year":2008,"lang":"en","type":"article","venue":"New Technology & New Process","topic":"Aluminum Alloy Microstructure Properties","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":"L'Alliance Boviteq","funders":"","keywords":"Alloy; Materials science; Microstructure; Precipitation; Phase (matter); Tetragonal crystal system; Metallurgy; Chemistry; Meteorology","score_opus":0.008211914785287185,"score_gpt":0.21671572637882164,"score_spread":0.20850381159353445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2358725093","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":[0.99730694,0.0004997507,0.00071590696,0.000017058457,0.000008005759,0.0000064723513,0.000083637,0.000044637378,0.0013176181],"genre_scores_gemma":[0.9976174,0.0001440256,0.0005426703,0.0000088576335,0.0000034274506,0.000004219629,0.000089238485,0.00000819519,0.0015819537],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999292,0.0000034455677,0.000002471119,0.000012030651,0.00003972261,0.000013134589],"domain_scores_gemma":[0.99994683,0.000006527159,0.000015063973,0.000005311687,0.00002123283,0.000005139703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004767992,0.000104638726,0.00010984828,0.00019438396,0.00012723326,0.00012446036,0.000106621876,0.00014239967,0.00082145556],"category_scores_gemma":[0.000116611474,0.000109874265,0.000118424476,0.00013011319,0.0001062112,0.0001296302,0.000050079405,0.00010979027,0.0001245766],"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":[0.00008243603,0.000008209433,0.0019127531,0.000038196842,0.00000553806,0.00011149151,0.00007091969,0.00042236986,0.9928005,0.00007146427,0.000069904,0.0044060666],"study_design_scores_gemma":[0.0000069283733,0.00025308723,0.05509336,0.000004855205,0.000017318976,0.00026598774,0.000059747534,0.0026345134,0.9393694,0.00003769624,0.0022480397,0.000008985301],"about_ca_topic_score_codex":0.0020585663,"about_ca_topic_score_gemma":0.003482117,"teacher_disagreement_score":0.0020585663,"about_ca_system_score_codex":0.00021242586,"about_ca_system_score_gemma":0.00009252712,"threshold_uncertainty_score":0.00409317},"labels":[],"label_agreement":null},{"id":"W2367987833","doi":"","title":"Effects of Isothermal Deformation Parameters on Microstructure and Tensile Property of 15%SiCp/Al Alloy Matrix Composites","year":2009,"lang":"en","type":"article","venue":"New Technology & New Process","topic":"Aluminum Alloys Composites Properties","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":"L'Alliance Boviteq","funders":"","keywords":"Materials science; Isothermal process; Microstructure; Ultimate tensile strength; Deformation (meteorology); Composite material; Alloy; Thermodynamics","score_opus":0.0036387001805744095,"score_gpt":0.20187139696223258,"score_spread":0.19823269678165817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367987833","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":[0.9983999,0.0002742968,0.00046250035,0.000010231054,0.0000069061325,0.0000055524097,0.000054125834,0.00001988385,0.0007665608],"genre_scores_gemma":[0.99920744,0.00008721011,0.00029135533,0.0000065641907,0.0000027635947,0.000003738466,0.000051593463,0.000009476354,0.00034000678],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985945,0.0000118278895,0.000012514515,0.000024849664,0.000057181183,0.000034170997],"domain_scores_gemma":[0.9997968,0.000061379775,0.00004633325,0.000027968614,0.00004073898,0.000026754373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013051766,0.00019611906,0.00021966897,0.00021308515,0.00022520432,0.00017170084,0.00015024385,0.0001692288,0.0018178229],"category_scores_gemma":[0.00034629388,0.00021164266,0.00018393289,0.00020811273,0.00024331704,0.0002603882,0.00011449768,0.00025608015,0.00019604314],"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":[0.00010675454,0.000014660737,0.0010541708,0.000024441659,0.000004948851,0.000058010395,0.000045053035,0.00040144744,0.9966461,0.000027792737,0.000016837013,0.0015995911],"study_design_scores_gemma":[0.000003758733,0.00022879633,0.026712783,0.000002778595,0.0000115560915,0.00008104355,0.00006854895,0.0013068762,0.97116405,0.000020676265,0.00038986694,0.000009308197],"about_ca_topic_score_codex":0.001567223,"about_ca_topic_score_gemma":0.0039268667,"teacher_disagreement_score":0.0018178229,"about_ca_system_score_codex":0.00021053811,"about_ca_system_score_gemma":0.00015176449,"threshold_uncertainty_score":0.0060812235},"labels":[],"label_agreement":null},{"id":"W2375536966","doi":"","title":"Research on Effects of Plunger Pump Body Modal Frequency","year":2013,"lang":"en","type":"article","venue":"New Technology & New Process","topic":"Hydraulic and Pneumatic Systems","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":"Nortel (Canada)","funders":"","keywords":"Plunger; Plunger pump; Reducer; Vibration; Modal; Reciprocating pump; Coupling (piping); Acoustics; Modal analysis; Materials science; Variable displacement pump; Engineering; Mechanical engineering; Physics; Composite material","score_opus":0.014198746105303918,"score_gpt":0.2874263443054201,"score_spread":0.27322759820011616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375536966","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":[0.9863484,0.00047301568,0.010037401,0.00006434966,0.000029118271,0.00001491127,0.00007131008,0.00011890665,0.0028425674],"genre_scores_gemma":[0.997006,0.00019686233,0.0014558488,0.0000123416185,0.0000074484906,0.0000071772297,0.000035378875,0.00001836206,0.0012605726],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972993,0.00003600074,0.0000119705555,0.00006439197,0.00011062306,0.0000471348],"domain_scores_gemma":[0.99896085,0.0006235911,0.0001113225,0.000057055255,0.00020182293,0.00004533048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002490413,0.00029458027,0.00021533691,0.00030542695,0.00024204538,0.0003093604,0.00021372916,0.00037326576,0.00496379],"category_scores_gemma":[0.0009474118,0.00019144207,0.00032830183,0.00016495469,0.00023013822,0.00051280454,0.00018264765,0.00023497155,0.00035033707],"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":[0.00070463115,0.00006567013,0.004922729,0.00025666482,0.000019655643,0.00013861539,0.0002528582,0.0015153461,0.9664963,0.0002270297,0.00017040766,0.025230058],"study_design_scores_gemma":[0.000025249468,0.0015763502,0.06558195,0.00003801787,0.00013634187,0.00034601754,0.0004580367,0.009090091,0.9192298,0.00022941205,0.003255816,0.000033005374],"about_ca_topic_score_codex":0.00048078966,"about_ca_topic_score_gemma":0.0004449929,"teacher_disagreement_score":0.00496379,"about_ca_system_score_codex":0.00012493598,"about_ca_system_score_gemma":0.000099828976,"threshold_uncertainty_score":0.016605496},"labels":[],"label_agreement":null},{"id":"W2382726628","doi":"","title":"Deformation Character of Non-metallic Inclusions in Powder Superalloy During Isothermal Casting","year":2009,"lang":"en","type":"article","venue":"New Technology & New Process","topic":"Metallurgy and Material Forming","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":"L'Alliance Boviteq","funders":"","keywords":"Materials science; Superalloy; Isothermal process; Deformation (meteorology); Casting; Alloy; Inclusion (mineral); Composite material; Metallurgy; Matrix (chemical analysis); Ceramic; Particle (ecology); Mineralogy; Thermodynamics; Geology","score_opus":0.005473159417593057,"score_gpt":0.2240120814456884,"score_spread":0.21853892202809536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382726628","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":[0.99908113,0.000053424545,0.0003800369,0.0000041896214,0.000001976877,0.0000028412592,0.000027602784,0.000009400792,0.0004392155],"genre_scores_gemma":[0.99900764,0.000022788448,0.00026696632,0.000002376133,7.2522715e-7,0.000001941053,0.000041522682,0.000005156462,0.00065094035],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998826,0.00000685913,0.000005496076,0.000020038997,0.000055314882,0.00002969621],"domain_scores_gemma":[0.9998888,0.000021825363,0.000028316694,0.000012219147,0.000029315564,0.000019499028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008751293,0.00009543011,0.00015197649,0.00015167061,0.00016316619,0.00018707807,0.0001683804,0.00013372774,0.00088080595],"category_scores_gemma":[0.00020876105,0.00013709973,0.0001406002,0.0001486962,0.000282699,0.00015257836,0.000104914594,0.00018130465,0.00010251156],"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":[0.00017596329,0.000008740659,0.0018210239,0.00002230112,0.000002909079,0.00013414775,0.00012732955,0.00033661918,0.99595225,0.000078145735,0.000015087303,0.0013254815],"study_design_scores_gemma":[0.0000066498073,0.00021837247,0.038512632,0.0000035452617,0.00000984641,0.00016939885,0.00015029404,0.003277587,0.95690835,0.00003994552,0.00069444836,0.00000894657],"about_ca_topic_score_codex":0.0020474165,"about_ca_topic_score_gemma":0.0042722896,"teacher_disagreement_score":0.0020474165,"about_ca_system_score_codex":0.00021689327,"about_ca_system_score_gemma":0.000162135,"threshold_uncertainty_score":0.0040709972},"labels":[],"label_agreement":null}]}