{"meta":{"query_hash":"ad95a53764ef","filters":{"venue":"Powders"},"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/ad95a53764ef","api":"https://metacan.xera.ac/api/v1/cohort?venue=Powders"},"results":[{"id":"W4309607749","doi":"10.3390/powders1040015","title":"A Novel Method to Formulate Pigmented Powder Coatings by Ultrafine Powders","year":2022,"lang":"en","type":"article","venue":"Powders","topic":"Additive Manufacturing and 3D Printing Technologies","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":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Southwest University; Southwest University of Science and Technology","keywords":"Materials science; Gloss (optics); Coating; Powder coating; Composite material; Polyester; Particle (ecology); Pressing","score_opus":0.012209630374010858,"score_gpt":0.23762348287352203,"score_spread":0.22541385249951118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309607749","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":[0.6781561,0.0052611846,0.31125912,0.000175426,0.00017361618,0.0004277645,0.00035212294,0.00071672164,0.0034780242],"genre_scores_gemma":[0.78076726,0.002131555,0.21371487,0.000114489085,0.000052426723,0.00023159281,0.00024701146,0.00011745969,0.0026232759],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967873,0.00002599266,0.000026109277,0.00008456438,0.00015917866,0.000025459523],"domain_scores_gemma":[0.999806,0.000030050376,0.00007423622,0.00003074505,0.000043187116,0.000015820973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002698239,0.0004431671,0.0003010193,0.00039299295,0.00015255988,0.0003421918,0.00044918354,0.000416761,0.00043453334],"category_scores_gemma":[0.00027272006,0.00022435818,0.00040253706,0.00022203433,0.00023411239,0.0005115377,0.000311082,0.00074350234,0.0002404768],"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":[0.000013379253,0.000014773145,0.000071669965,0.00007902229,0.0000056236195,0.000028118367,0.000016045995,0.000062007864,0.9938054,0.0001041489,0.000039632607,0.0057602557],"study_design_scores_gemma":[0.00001127577,0.00020635176,0.0013987174,0.000006772443,0.000015443016,0.00023658323,0.000007411987,0.0016156964,0.99307597,0.000032395754,0.0033818376,0.000011730975],"about_ca_topic_score_codex":0.0004365002,"about_ca_topic_score_gemma":0.00075096387,"teacher_disagreement_score":0.00044918354,"about_ca_system_score_codex":0.00022638752,"about_ca_system_score_gemma":0.0001869939,"threshold_uncertainty_score":0.0016425848},"labels":[],"label_agreement":null},{"id":"W4388498468","doi":"10.3390/powders2040044","title":"Injection Flow Rate Threshold Preventing Atypical In-Cavity Pressure during Low-Pressure Powder Injection Molding","year":2023,"lang":"en","type":"article","venue":"Powders","topic":"Injection Molding Process and Properties","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":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Mold; Molding (decorative); Composite material; Viscosity; Volumetric flow rate; Metal injection molding; Raw material; Transfer molding; Melt flow index; Weld line; Injection moulding; Flow (mathematics); Welding; Polymer; Mechanics; Sintering; Chemistry","score_opus":0.012571730561597815,"score_gpt":0.2225988554925028,"score_spread":0.21002712493090497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388498468","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":[0.96695954,0.00034946497,0.03092618,0.000037102687,0.00002249053,0.000064193584,0.000083749306,0.0004875213,0.0010696622],"genre_scores_gemma":[0.9937795,0.000086683685,0.0058725597,0.000008707396,0.0000035842284,0.000023891405,0.00003057282,0.000032492277,0.00016205582],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999602,0.0000351352,0.000026586675,0.00007827669,0.00018180463,0.000076161385],"domain_scores_gemma":[0.99909353,0.0003608276,0.0003309658,0.000074120806,0.00010809349,0.000032412434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005343319,0.00036682028,0.00041332026,0.00025879528,0.00016305887,0.0005698376,0.00048806387,0.00032680694,0.00082623947],"category_scores_gemma":[0.0014579681,0.00019800439,0.00021944812,0.0001627471,0.0004283932,0.0006462643,0.00028991335,0.00046417763,0.00018342778],"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":[0.00023157908,0.00008691166,0.0018271275,0.00016201382,0.0000059739805,0.00008650739,0.00006720947,0.0039537246,0.9845755,0.00030694547,0.000064491374,0.008632069],"study_design_scores_gemma":[0.000012419856,0.00031107763,0.003228441,0.000007834689,0.000009213805,0.000028316257,0.000014893554,0.017231617,0.9786805,0.00007357122,0.000392742,0.0000094735215],"about_ca_topic_score_codex":0.00039619562,"about_ca_topic_score_gemma":0.00045942346,"teacher_disagreement_score":0.00082623947,"about_ca_system_score_codex":0.00035928885,"about_ca_system_score_gemma":0.00036652648,"threshold_uncertainty_score":0.0028257966},"labels":[],"label_agreement":null},{"id":"W4410861738","doi":"10.3390/powders4020015","title":"Classification of Metallic Powder Morphology Using Traditional and Automated Static Image Analysis: A Comparative Study","year":2025,"lang":"en","type":"article","venue":"Powders","topic":"Injection Molding Process and Properties","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":"National Research Council Canada","funders":"","keywords":"Morphology (biology); Materials science; Artificial intelligence; Computer vision; Computer science; Biology; Zoology","score_opus":0.0679088747895211,"score_gpt":0.31052027590112646,"score_spread":0.24261140111160537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410861738","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":[0.96443,0.00072263833,0.03046659,0.000041796564,0.000023777067,0.00013380105,0.0002973924,0.00038366226,0.0035003414],"genre_scores_gemma":[0.9585262,0.0006930123,0.038321823,0.000029201597,0.000026776634,0.000054777807,0.00062164303,0.00009341152,0.0016333013],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991566,0.0001021373,0.00007226309,0.00016600541,0.0004396842,0.000063362204],"domain_scores_gemma":[0.9976446,0.00077886577,0.00024085377,0.00018061957,0.0010865323,0.00006853094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011314232,0.0003189061,0.00053955545,0.004167204,0.00031700035,0.0009862267,0.0004477175,0.00046105706,0.0011088527],"category_scores_gemma":[0.0022343965,0.00022649506,0.0005159594,0.0019407534,0.00046435065,0.0007048018,0.00033419032,0.00022128153,0.00040623583],"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":[0.002371483,0.00061456853,0.10524183,0.000702271,0.00022326288,0.00052981795,0.0010345738,0.0040803854,0.44996667,0.00057106675,0.00083728903,0.43382677],"study_design_scores_gemma":[0.00007006248,0.0024310483,0.62486976,0.00006262328,0.0004056528,0.002896965,0.0016992077,0.09291036,0.2687448,0.00046228606,0.0053166854,0.00013060316],"about_ca_topic_score_codex":0.002454655,"about_ca_topic_score_gemma":0.0032674926,"teacher_disagreement_score":0.004167204,"about_ca_system_score_codex":0.00042681347,"about_ca_system_score_gemma":0.00025984953,"threshold_uncertainty_score":0.0059836507},"labels":[],"label_agreement":null},{"id":"W4412819935","doi":"10.3390/powders4030022","title":"Numerical Simulation and Experimental Study of the Thermal Wick-Debinding Used in Low-Pressure Powder Injection Molding","year":2025,"lang":"en","type":"article","venue":"Powders","topic":"Injection Molding Process and Properties","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":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Molding (decorative); Materials science; Thermal; Composite material; Computer simulation; Mechanics; Thermodynamics; Physics","score_opus":0.013423852150866425,"score_gpt":0.2600432807257772,"score_spread":0.2466194285749108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412819935","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":[0.9297987,0.00028920837,0.061497148,0.000138823,0.000056366418,0.000089742316,0.00046521594,0.00039795256,0.0072667645],"genre_scores_gemma":[0.9815238,0.00013263243,0.017333657,0.000010874816,0.0000030537608,0.000058931335,0.00013553593,0.000023938528,0.00077750284],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997831,0.000023072987,0.000013453953,0.000038863975,0.00010310513,0.000038375718],"domain_scores_gemma":[0.9993949,0.00034355276,0.0000745837,0.000068236826,0.00009632428,0.000022352655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005157541,0.00030289544,0.0004701947,0.0002976518,0.00034032486,0.0004844834,0.00051601225,0.00069906126,0.0015075383],"category_scores_gemma":[0.0009908326,0.00016478034,0.00034721603,0.0004443863,0.00049806753,0.00036300372,0.00022585996,0.00049356074,0.00018742838],"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":[0.0002712656,0.0003583244,0.0038196289,0.00049687584,0.000018851197,0.00035585766,0.00028720117,0.7368229,0.23446944,0.005305536,0.0006169074,0.017177263],"study_design_scores_gemma":[0.000017572916,0.00013026215,0.0009277682,0.000009915659,0.0000078049725,0.000025532405,0.00003068424,0.9362902,0.061563782,0.00025621813,0.0007288278,0.000011384492],"about_ca_topic_score_codex":0.0020910506,"about_ca_topic_score_gemma":0.0015718342,"teacher_disagreement_score":0.0020910506,"about_ca_system_score_codex":0.00042562096,"about_ca_system_score_gemma":0.00048245915,"threshold_uncertainty_score":0.005043268},"labels":[],"label_agreement":null},{"id":"W7117469440","doi":"10.3390/powders5010001","title":"Zeolite Synthesis from Spodumene Leach Residue and Its Application to Heavy Metal Removal from Aqueous Solutions","year":2025,"lang":"en","type":"article","venue":"Powders","topic":"Zeolite Catalysis and Synthesis","field":"Chemistry","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":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec","keywords":"Zeolite; Spodumene; Adsorption; Aqueous solution; Sodium aluminate; Residue (chemistry); Leaching (pedology); Metal ions in aqueous solution; Ion exchange; Faujasite","score_opus":0.013719622279712244,"score_gpt":0.23769155237956432,"score_spread":0.22397193009985208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117469440","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":[0.97344095,0.0033034151,0.020152016,0.00011854067,0.00003735445,0.000106458385,0.00045615438,0.00017520698,0.0022099603],"genre_scores_gemma":[0.98863924,0.0016949152,0.00805065,0.000019866984,0.0000067912565,0.00004069837,0.00028012358,0.000020027424,0.0012475795],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999918,0.00000916513,0.000010110789,0.000017647442,0.00002546693,0.000019596444],"domain_scores_gemma":[0.9999708,0.0000029510556,0.000009459232,0.0000044422986,0.000006979119,0.0000053265353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012388444,0.00044901719,0.00024485347,0.0003397956,0.00016259882,0.00022216437,0.0002082809,0.00031678102,0.00045879287],"category_scores_gemma":[0.00012776235,0.00012548748,0.00034018522,0.000303326,0.00014577566,0.000251859,0.00023156495,0.0002539987,0.00035873987],"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":[0.000025139389,0.000008902514,0.00010571115,0.00008596297,0.0000042217007,0.000040757768,0.000010190131,0.00007385517,0.9969171,0.000047715686,0.000011654567,0.002668668],"study_design_scores_gemma":[0.0000056371505,0.00007835217,0.0007037621,0.0000049575283,0.00000598024,0.000066034474,0.000011788111,0.0003519762,0.9968771,0.000020444959,0.0018702899,0.0000037866398],"about_ca_topic_score_codex":0.0009178813,"about_ca_topic_score_gemma":0.0021503782,"teacher_disagreement_score":0.0009178813,"about_ca_system_score_codex":0.0002962575,"about_ca_system_score_gemma":0.0002389617,"threshold_uncertainty_score":0.002149582},"labels":[],"label_agreement":null}]}