{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b9770b124921","filters":{"venue":"Physics Open"}},"results":[{"id":"W3158896887","doi":"10.1016/j.physo.2021.100072","title":"Optically stimulated luminescence dosimetry on mobile phone back protective glass","year":2021,"lang":"en","type":"article","venue":"Physics Open","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"National Nuclear Security Administration; Oak Ridge Associated Universities; Biogeoscience Institute, University of Calgary; U.S. Department of Energy","keywords":"Optically stimulated luminescence; Dosimeter; Dosimetry; Luminescence; Materials science; Reproducibility; Fading; SIGNAL (programming language); Irradiation; Sensitivity (control systems); Optics; Nuclear medicine; Optoelectronics; Physics; Telecommunications; Medicine; Chemistry; Electronic engineering; Computer science; Engineering","authors":[{"name":"J.R. Chandler","is_ca":false},{"name":"S. Sholom","is_ca":false},{"name":"S.W.S. McKeever","is_ca":false},{"name":"D. T. Seagraves","is_ca":false},{"name":"Howard L. Hall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02853382041005333,"gpt":0.2984019379882755,"spread":0.2698681175782222,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000300844,0.00048154,0.000241544,0.0003110159,0.0002053757,0.0003102515,0.0002595428,0.0003745754,0.001118255],"category_scores_gemma":[0.0004916176,0.000225756,0.0002767383,0.0002133572,0.0003222076,0.000180399,0.0003639027,0.0003341894,0.0003267182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004685975,"about_ca_system_score_gemma":0.0002625478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618506,"about_ca_topic_score_gemma":0.001595491,"domain_scores_codex":[0.999772,0.00003795734,0.00001162726,0.00005247842,0.00009040553,0.0000354705],"domain_scores_gemma":[0.999718,0.00006755867,0.00007151512,0.00004061311,0.00008605483,0.00001630087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001830607,0.00001579644,0.001409902,0.0001158681,0.000008699643,0.00009927108,0.0001365451,0.0008626553,0.9911842,0.00009977126,0.0001238178,0.005760328],"study_design_scores_gemma":[0.000008291623,0.000469666,0.00368385,0.0000155914,0.00002380176,0.00008743916,0.0001243947,0.002460393,0.9920146,0.00002805228,0.001070184,0.00001372398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915236,0.0007472092,0.006221715,0.00007607692,0.00003929268,0.00006365205,0.0002342679,0.0001558884,0.0009382977],"genre_scores_gemma":[0.9929685,0.0005553602,0.004706741,0.00004035847,0.000007042552,0.00003285717,0.000102994,0.00002373892,0.00156242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001618506,"threshold_uncertainty_score":0.003740907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4324338762","doi":"10.1016/j.physo.2023.100150","title":"Gravitational lensing and missing mass","year":2023,"lang":"en","type":"article","venue":"Physics Open","topic":"Cosmology and Gravitation Theories","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada; University of Delhi","keywords":"Gravitational lens; Strong gravitational lensing; Gravitational lensing formalism; Gravitation; Physics; Astronomy; Astrophysics; Galaxy; Redshift","authors":[{"name":"Saurya Das","is_ca":true},{"name":"Sourav Sur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03114503501837406,"gpt":0.3164570302163895,"spread":0.2853119951980154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001012617,0.0002747775,0.0003652448,0.0009915503,0.0005181924,0.001085288,0.0007248945,0.0009145209,0.003767727],"category_scores_gemma":[0.007840673,0.0001447499,0.0002204834,0.0008339647,0.002662148,0.002590793,0.001140434,0.0009979279,0.0003316202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000928722,"about_ca_system_score_gemma":0.0002418004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862808,"about_ca_topic_score_gemma":0.0009285618,"domain_scores_codex":[0.9995814,0.0001159005,0.00002208549,0.0001048815,0.00009860344,0.00007723833],"domain_scores_gemma":[0.9948741,0.002598021,0.001435638,0.0005665553,0.0002122452,0.0003134562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002447507,0.00004566251,0.07413408,0.0001767754,0.0000846036,0.001211196,0.0006065197,0.006544441,0.002237268,0.8672135,0.001932671,0.04556859],"study_design_scores_gemma":[0.00002521328,0.000055954,0.04990417,0.00009283079,0.00002735787,0.002843564,0.0003814272,0.01032428,0.001143984,0.9300307,0.005135651,0.00003492011],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042048,0.01646721,0.02600081,0.008711592,0.0001710755,0.000009506654,0.0003336402,0.0001146463,0.04398674],"genre_scores_gemma":[0.9965592,0.0009748343,0.0009191529,0.0001263734,0.00007635493,0.000001810059,0.00004878519,0.000004798195,0.00128862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003767727,"threshold_uncertainty_score":0.0126043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224240000","doi":"10.1016/j.physo.2022.100104","title":"Resonant neuronal groups","year":2022,"lang":"en","type":"article","venue":"Physics Open","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Collège de Maisonneuve","funders":"","keywords":"Chaotic; Neuron; Spiking neural network; Biological neuron model; Biological neural network; Artificial neural network; Computer science; Premovement neuronal activity; Neuroscience; Nonlinear system; Topology (electrical circuits); Physics; Mathematics; Artificial intelligence; Psychology","authors":[{"name":"Mario Antoine Aoun","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06215344917253583,"gpt":0.2861185318708625,"spread":0.2239650826983267,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002185484,0.0002420565,0.0003236253,0.0003711087,0.0003750467,0.000541457,0.0008934601,0.0005573314,0.00430697],"category_scores_gemma":[0.0006601759,0.0001812915,0.0005733846,0.0001833002,0.0007561348,0.0008104036,0.001138895,0.0005688504,0.0006812549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003843844,"about_ca_system_score_gemma":0.0004006642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006752888,"about_ca_topic_score_gemma":0.0008089981,"domain_scores_codex":[0.9997881,0.00003531544,0.00001091707,0.00006538435,0.00006334399,0.0000370158],"domain_scores_gemma":[0.9998272,0.00003996275,0.00002748866,0.00004134017,0.00003283549,0.00003121821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002121993,0.0001288793,0.002048095,0.0002464318,0.00009321566,0.0006427092,0.0005631202,0.2607292,0.1360642,0.5105826,0.003045969,0.08564364],"study_design_scores_gemma":[0.00006075188,0.0002074335,0.000675982,0.00002195139,0.00003905586,0.0004084198,0.00009097386,0.8088113,0.02083338,0.1530561,0.01575489,0.00003980977],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2263621,0.0003075176,0.7313943,0.0004335882,0.0003045053,0.0001682509,0.0001440833,0.0008013317,0.0400844],"genre_scores_gemma":[0.8346068,0.0001642527,0.1521033,0.0001835649,0.00004232292,0.0001893666,0.0001065403,0.00008680671,0.01251714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00430697,"threshold_uncertainty_score":0.01440823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163723036","doi":"10.1016/j.physo.2021.100074","title":"Assessing the credibility of the solutions of incomplete-data inverse problems","year":2021,"lang":"en","type":"article","venue":"Physics Open","topic":"Sparse and Compressive Sensing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"Natural Sciences and Engineering Research Council of Canada; University of Regina","keywords":"Measure (data warehouse); Credibility; Missing data; Computer science; Inverse problem; Fidelity; Set (abstract data type); Residual; Data mining; Mathematical optimization; Data set; Algorithm; Noise (video); Quality (philosophy); Complete information; Solution set; Trustworthiness; Mathematics; Image (mathematics); Artificial intelligence; Machine learning","authors":[{"name":"Aydin M. Torkabadi","is_ca":true},{"name":"Esam M.A. Hussein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2453590700871904,"gpt":0.3492184741519134,"spread":0.103859404064723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01916231,0.00118717,0.001836178,0.005590667,0.0009109965,0.002608625,0.001794755,0.003706027,0.001109935],"category_scores_gemma":[0.1085207,0.0006782403,0.0008881252,0.001316325,0.004448468,0.004080883,0.003326518,0.002060554,0.0002269442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141486,"about_ca_system_score_gemma":0.001576229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303349,"about_ca_topic_score_gemma":0.0008489273,"domain_scores_codex":[0.9897358,0.00352521,0.0007260003,0.001029748,0.004682833,0.0003004484],"domain_scores_gemma":[0.9092016,0.07167698,0.007134234,0.004374006,0.00663321,0.0009800039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006556822,0.0001412481,0.01176237,0.0008604141,0.0003570035,0.0003694879,0.0007555913,0.8102645,0.01900578,0.05999916,0.0006901083,0.09513873],"study_design_scores_gemma":[0.00003926464,0.0001629807,0.00351849,0.0001770705,0.00004770363,0.0002911697,0.0002523864,0.9392576,0.01234277,0.04265298,0.001164461,0.00009318948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0890936,0.0006248986,0.9078528,0.0004367155,0.00004359112,0.00007636534,0.0001026202,0.000131448,0.001637914],"genre_scores_gemma":[0.7550585,0.0006064513,0.2430447,0.0001072587,0.0001134831,0.0001207193,0.0003262263,0.00009648597,0.0005260904],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01916231,"threshold_uncertainty_score":0.1013412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}