{"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"},"query_hash":"326c30ad1812","filters":{"venue":"Proceeding of First Thermal and Fluids Engineering Summer Conference"}},"results":[{"id":"W2337512620","doi":"10.1615/tfesc1.mph.012947","title":"THERMAL MODELING OF TABLETS: TEMPERATURE MANAGEMENT USING PHASE CHANGE MATERIALS","year":2016,"lang":"en","type":"article","venue":"Proceeding of First Thermal and Fluids Engineering Summer Conference","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Thermal management of electronic devices and systems; Phase change; Materials science; Phase (matter); Phase-change material; Thermal; Temperature measurement; Computer science; Thermodynamics; Chemistry; Mechanical engineering; Physics; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.04455513838171117,"gpt":0.2332018271988569,"spread":0.1886466888171457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001280335,0.0002473491,0.0003083395,0.0001642774,0.00004642009,0.00002635898,0.0002097828,0.0001003373,0.00004262253],"category_scores_gemma":[0.00001789906,0.0001878678,0.00003650402,0.00009954306,0.0000627456,0.0002249249,0.0001230537,0.00009630703,9.632881e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001951158,"about_ca_system_score_gemma":0.000004093227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001543027,"about_ca_topic_score_gemma":1.747317e-7,"domain_scores_codex":[0.9990754,0.000003594822,0.0002998434,0.0002024166,0.000124374,0.0002943711],"domain_scores_gemma":[0.9996703,0.0000255027,0.00004887201,0.0001411649,0.00007046355,0.00004364377],"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":[0.00001712437,0.00002117,0.0003243132,0.0009926771,0.0000855347,0.000002383839,0.0003408733,0.004137899,0.9847676,0.001245899,0.00000458462,0.008059972],"study_design_scores_gemma":[0.0006249412,0.00005190774,0.0004277533,0.001411873,0.00004587687,0.00000314815,0.0001258335,0.1210094,0.8758461,0.00006051637,0.00005789401,0.0003347104],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864026,0.0003785287,0.01238284,0.00003343059,0.0001454033,0.0001658887,0.0000416342,0.0002950018,0.000154622],"genre_scores_gemma":[0.9969109,0.0002422446,0.002683036,0.000002355392,0.00007987193,0.00003154461,0.000002184553,0.00003822581,0.0000096513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1168715,"threshold_uncertainty_score":0.7661028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2340054913","doi":"10.1615/tfesc1.iam.012557","title":"FORMATION OF LIQUID SHEETS BY DEPOSITION OF MONO-DISPERSE SPRAYS ON A FLAT SURFACE","year":2016,"lang":"en","type":"article","venue":"Proceeding of First Thermal and Fluids Engineering Summer Conference","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Deposition (geology); Materials science; Surface (topology); Composite material; Chemical engineering; Geology; Engineering; Geometry; Mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.01258089814712515,"gpt":0.1893134677063924,"spread":0.1767325695592673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007530929,0.0001485564,0.000199454,0.00007417937,0.00002232504,0.000009917296,0.00009960018,0.00006389518,0.00002293387],"category_scores_gemma":[0.00003003387,0.0001211822,0.00003042107,0.0001175678,0.00004144317,0.0002861498,0.00001701073,0.00005173944,9.106764e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001504166,"about_ca_system_score_gemma":0.00000756934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009703174,"about_ca_topic_score_gemma":7.018544e-7,"domain_scores_codex":[0.999307,0.000002736842,0.0002950935,0.000112389,0.0001380602,0.0001446578],"domain_scores_gemma":[0.9996434,0.00003846623,0.00006281399,0.0000746087,0.0001337408,0.00004692244],"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":[0.00003650934,0.00001595355,0.0006022449,0.001067791,0.00001964883,1.362982e-7,0.0005747354,0.006317137,0.989673,0.0006035716,0.00005248492,0.001036858],"study_design_scores_gemma":[0.0002964407,0.0001588841,0.0002180545,0.0008528198,0.00001748027,0.000001626495,0.0000691084,0.06890678,0.929253,0.00001105187,0.00006274333,0.000151976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297806,0.0004657263,0.06905909,0.000036467,0.00005153963,0.00008176632,0.00002602738,0.00008310441,0.000415652],"genre_scores_gemma":[0.9991082,0.0003055682,0.0005212408,0.000001979619,0.00001686598,0.000006685657,0.000004878084,0.00002064232,0.00001392891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06932759,"threshold_uncertainty_score":0.4941666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2341243866","doi":"10.1615/tfesc1.mnp.012579","title":"MOTION OF BUBBLES AND PARTICLES IN A DRYING PAINT LAYER DUE TO SURFACE-TENSION-DRIVEN FLOWS","year":2016,"lang":"en","type":"article","venue":"Proceeding of First Thermal and Fluids Engineering Summer Conference","topic":"Freezing and Crystallization Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Surface tension; Materials science; Layer (electronics); Mechanics; Tension (geology); Composite material; Physics; Thermodynamics","retraction":null,"screen_n_in":null,"score":{"opus":0.02118539013916561,"gpt":0.2006791080384682,"spread":0.1794937178993026,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001173606,0.0001350916,0.0002088556,0.00009463303,0.00002185117,0.00001808014,0.00007177854,0.00004770574,0.00001098167],"category_scores_gemma":[0.00007451677,0.0001087568,0.00001559551,0.0001469406,0.00002899348,0.000164898,0.0000387984,0.00004917047,6.752986e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001153025,"about_ca_system_score_gemma":0.000007174858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002513939,"about_ca_topic_score_gemma":0.000008472446,"domain_scores_codex":[0.9993349,0.000003622769,0.000239958,0.0001490517,0.00009455885,0.0001779498],"domain_scores_gemma":[0.9996963,0.00005386746,0.00002369404,0.00006066824,0.00009623074,0.00006921301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008432808,0.00001238975,0.03556138,0.0006101353,0.00001477996,0.000001233879,0.001114045,0.02224111,0.93426,0.0008089149,0.000005941594,0.005361688],"study_design_scores_gemma":[0.0006961675,0.00008882402,0.03690822,0.0022449,0.00002438169,0.000008470435,0.0003462656,0.5255933,0.4333467,0.0001891522,0.0001151251,0.0004383861],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697039,0.0005873709,0.02938013,0.00008995696,0.00004143048,0.0000877203,0.000005807957,0.00007403506,0.00002967931],"genre_scores_gemma":[0.9980651,0.0002163273,0.001660138,0.000003569684,0.00001888211,0.00001044048,6.097522e-7,0.00001914339,0.000005753609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5033522,"threshold_uncertainty_score":0.4434976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2339543008","doi":"10.1615/tfesc1.mnr.012913","title":"Time-Resolved Laser-Induced Incandescence for Sizing Aerosolized Silver Nanoparticles","year":2016,"lang":"en","type":"article","venue":"Proceeding of First Thermal and Fluids Engineering Summer Conference","topic":"Laser-Ablation Synthesis of Nanoparticles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Incandescence; Aerosolization; Sizing; Silver nanoparticle; Nanoparticle; Materials science; Laser; Nanotechnology; Optics; Chemistry; Combustion; Physics; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02682589831642747,"gpt":0.2140002861689553,"spread":0.1871743878525279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001950897,0.0002540598,0.0003130277,0.00009278236,0.00007791309,0.00005015529,0.0001986043,0.00008398538,0.00006450709],"category_scores_gemma":[0.0001624101,0.0002005469,0.00006073538,0.0001286208,0.00007976885,0.0004009574,0.00005129584,0.0000632108,0.0000140644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002941784,"about_ca_system_score_gemma":0.00001711704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005483978,"about_ca_topic_score_gemma":0.000001766293,"domain_scores_codex":[0.9988167,0.000005584309,0.0003587485,0.0002490454,0.0001644265,0.0004054898],"domain_scores_gemma":[0.9992555,0.0002799134,0.00004867615,0.0001388679,0.0001411078,0.0001359103],"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":[0.00003168764,0.00001820188,0.003241967,0.0001969065,0.00004010332,4.690917e-7,0.0002460455,0.0004655825,0.9902133,0.0002635003,0.00003274763,0.005249506],"study_design_scores_gemma":[0.0007714184,0.00005341513,0.001724708,0.0003582239,0.00003166133,0.000001737045,0.00002743412,0.1005112,0.8959415,0.00003419227,0.0002380708,0.0003064582],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956204,0.0001165363,0.003355854,0.0001610411,0.00009318873,0.0002457634,0.00002193222,0.000299875,0.00008545969],"genre_scores_gemma":[0.9977342,0.00004086318,0.001969328,0.000007302726,0.00007269393,0.00007996817,0.000001326685,0.0000498677,0.00004438611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1000456,"threshold_uncertainty_score":0.8178065,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}