{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"c95cf0e652f7","filters":{"venue":"Micronanoelectronic Technology"}},"results":[{"id":"W2368567540","doi":"","title":"Simulation and analysis for gas flow and heat transfer in micro nozzle","year":2003,"lang":"en","type":"article","venue":"Micronanoelectronic Technology","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nozzle; Mechanics; Inlet; Heat transfer; Flow (mathematics); Monte Carlo method; Boundary (topology); Materials science; Boundary value problem; Thermodynamics; Mechanical engineering; Physics; Engineering; Mathematics","authors":[{"name":"Mo Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00957315166868823,"gpt":0.256895948417902,"spread":0.2473227967492138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000260775,0.0001545089,0.0003288346,0.0004901355,0.00005673799,0.0000131437,0.00007730888,0.0002290463,0.00001875286],"category_scores_gemma":[0.0001010557,0.0001532082,0.00005734788,0.0004638707,0.0001050493,0.00002569288,0.0000170793,0.0001544267,5.699278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000774596,"about_ca_system_score_gemma":0.00003187234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005609764,"about_ca_topic_score_gemma":0.0003743141,"domain_scores_codex":[0.9989797,0.00003285874,0.0002369286,0.0003183492,0.00003912722,0.000393048],"domain_scores_gemma":[0.9994943,0.000226405,0.00001478576,0.0002081866,0.00003020657,0.00002616215],"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":[0.0001214599,0.0003132532,0.01332914,0.0001682361,0.0005442341,0.000006730598,0.0005833858,0.003315124,0.2662943,0.6981875,0.00002434704,0.01711226],"study_design_scores_gemma":[0.003263822,0.0005230311,0.0007186321,0.00002618442,0.0005807315,0.00005378995,0.0001801682,0.1123709,0.04970628,0.826569,0.005477455,0.0005301046],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.869542,0.001561495,0.1280841,0.00037762,0.00001415744,0.0003191234,0.00001035526,0.00005459687,0.0000364917],"genre_scores_gemma":[0.9860142,0.00008443173,0.01371392,0.00003358068,0.000004081835,0.00004106452,0.000007557891,0.0000224937,0.00007864386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.216588,"threshold_uncertainty_score":0.624765,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2358139199","doi":"","title":"Application of DSMC Method in Micro Nozzle Flow Simulation","year":2006,"lang":"en","type":"article","venue":"Micronanoelectronic Technology","topic":"Gas Dynamics and Kinetic Theory","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nozzle; Mach number; Mechanics; Rotational symmetry; Discharge coefficient; Flow (mathematics); Physics; Materials science; Thermodynamics","authors":[{"name":"Yang Zhao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005391066281209155,"gpt":0.2795820370407667,"spread":0.2741909707595576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334208,0.0001492091,0.0002953278,0.0004052118,0.00002776836,0.000004273643,0.0002523353,0.0002806587,0.00001956573],"category_scores_gemma":[0.00005036177,0.0001555266,0.0000571737,0.0005278101,0.00008240766,0.00002590094,0.00005978742,0.0002229337,0.000008363107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870872,"about_ca_system_score_gemma":0.00005352439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000803802,"about_ca_topic_score_gemma":0.0003677596,"domain_scores_codex":[0.998785,0.00004555129,0.0004369034,0.0002839923,0.00007937039,0.0003691673],"domain_scores_gemma":[0.9991612,0.0001689603,0.0001902806,0.0004088574,0.00005947089,0.00001125336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002285439,0.00022227,0.001023903,0.000040942,0.0000119855,0.000001286795,0.00003229695,0.004725456,0.5867676,0.3687917,0.00004850179,0.03831122],"study_design_scores_gemma":[0.0006451792,0.00009393293,0.0004629763,0.00001476449,0.00002055344,0.00001682963,0.00002345552,0.08039941,0.1261334,0.7888886,0.003138795,0.0001620753],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4717742,0.00046776,0.5266774,0.0003238976,0.00002263626,0.0003147036,0.000006163929,0.0001196727,0.0002935265],"genre_scores_gemma":[0.8877249,0.000006852003,0.1119923,0.00001127395,0.00001656622,0.00004001081,0.00001419847,0.00002692348,0.0001669304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4606342,"threshold_uncertainty_score":0.6342189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2360025507","doi":"","title":"Approach for Enhancing Luminescent Intensity of Si Quantum Dots","year":2006,"lang":"en","type":"article","venue":"Micronanoelectronic Technology","topic":"Silicon Nanostructures and Photoluminescence","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Quantum dot; Luminescence; Passivation; Optoelectronics; Materials science; Intensity (physics); Fabrication; Doping; Nanotechnology; Physics; Optics","authors":[{"name":"Lei Zhang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004669091588900054,"gpt":0.2084139328276687,"spread":0.2037448412387687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002077781,0.0002229331,0.0004436411,0.000204919,0.0001100813,0.00001570389,0.0005146358,0.0002785153,0.00004801088],"category_scores_gemma":[0.00005220137,0.0002040293,0.0001053789,0.0003820499,0.0003319127,0.0000544634,0.0001174411,0.0001622974,0.000007418281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219339,"about_ca_system_score_gemma":0.000138676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002721222,"about_ca_topic_score_gemma":0.0001754776,"domain_scores_codex":[0.9981764,0.00001723098,0.0004568769,0.0005130068,0.0001221502,0.0007143553],"domain_scores_gemma":[0.999054,0.00003422572,0.0002365696,0.0004625332,0.0001841958,0.00002846369],"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":[0.00007794662,0.00009016366,0.000686934,0.00006910815,0.000005854987,0.000001128162,0.00001684843,0.000009693266,0.9882388,0.009671955,0.0005665157,0.0005650705],"study_design_scores_gemma":[0.0005055488,0.0002550276,0.0003947406,0.00001595371,0.00002062007,0.00009347861,0.00005334724,0.000332266,0.9917674,0.003404391,0.002944055,0.0002131649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883314,0.001721731,0.008703524,0.0001933879,0.000227468,0.0005143944,0.00002723032,0.0001968395,0.0000839943],"genre_scores_gemma":[0.99645,0.00001227434,0.003167771,0.00004862896,0.00007112605,0.00006842214,0.00002871892,0.00002563734,0.0001274193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008118573,"threshold_uncertainty_score":0.8320073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}