{"meta":{"query_hash":"11866aaac1fa","filters":{"venue":"Heat Pipe Science and Technology An International Journal"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/11866aaac1fa","api":"https://metacan.xera.ac/api/v1/cohort?venue=Heat+Pipe+Science+and+Technology+An+International+Journal"},"results":[{"id":"W2375081452","doi":"10.1615/heatpipescietech.2016017181","title":"EFFECTS OF FIN SPACING AND FIN HEIGHT OF CAPILLARY-ASSISTED TUBES ON THE PERFORMANCE OF A LOW OPERATING PRESSURE EVAPORATOR FOR AN ADSORPTION COOLING SYSTEM","year":2015,"lang":"en","type":"article","venue":"Heat Pipe Science and Technology An International Journal","topic":"Adsorption and Cooling 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":"Simon Fraser University","funders":"","keywords":"Evaporator; Fin; Refrigerant; Vapor-compression refrigeration; Materials science; Evaporation; Refrigeration; Capillary action; Tube (container); Heat transfer; Thermodynamics; Mechanics; Coefficient of performance; Cooling capacity; Heat transfer coefficient; Water cooling; Evaporative cooler; Inlet; Composite material; Heat exchanger; Mechanical engineering; Engineering; Physics","score_opus":0.012738732924962587,"score_gpt":0.2436671996787972,"score_spread":0.23092846675383463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2375081452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977214,0.00037781333,0.0013637238,0.0000608936,0.0002778527,0.00014319422,0.0000047724175,0.0000291696,0.000021198764],"genre_scores_gemma":[0.99960184,0.000046947272,0.00027123155,0.0000082598735,0.000052551426,0.000009042566,8.24136e-7,0.0000057230363,0.0000036087324],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99922216,0.000025536485,0.00025612678,0.000108564476,0.00028157662,0.00010604254],"domain_scores_gemma":[0.99913126,0.000050100803,0.00007411961,0.00009148581,0.0006029464,0.000050057133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007530602,0.00007575717,0.00014643601,0.0002750844,0.00009556108,0.00003480538,0.00022564025,0.000072253904,7.166335e-7],"category_scores_gemma":[0.00015696707,0.00005443191,0.000014613987,0.00019213157,0.00021629714,0.0003073981,0.000024083984,0.00013040187,1.578231e-7],"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":[0.0000814511,0.000051929957,0.0070483363,0.00041668696,0.00005505397,0.0000023668554,0.0011268364,0.007710696,0.9757279,0.005431175,0.000019900355,0.002327676],"study_design_scores_gemma":[0.0005064374,0.00046454236,0.001814486,0.000789835,0.000014099774,0.00023495113,0.0010627416,0.47914022,0.5158304,0.000042552685,0.000026647493,0.000073085605],"about_ca_topic_score_codex":0.000006251355,"about_ca_topic_score_gemma":0.000003316883,"teacher_disagreement_score":0.47142953,"about_ca_system_score_codex":0.000035616828,"about_ca_system_score_gemma":0.000084086445,"threshold_uncertainty_score":0.22196688},"labels":[],"label_agreement":null},{"id":"W2525024343","doi":"10.1615/heatpipescietech.v6.i3-4.100","title":"EVALUATION OF CaCl2-SILICA GEL SORBENT FOR WATER SORPTION COOLING SYSTEMS","year":2015,"lang":"en","type":"article","venue":"Heat Pipe Science and Technology An International Journal","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sorbent; Sorption; Mesoporous silica; Porosimetry; Materials science; Physisorption; Thermogravimetric analysis; Silica gel; Desiccant; Chemical engineering; Mesoporous material; Zeolite; Porosity; Adsorption; Composite material; Chemistry; Porous medium; Organic chemistry; Catalysis","score_opus":0.04601127925875956,"score_gpt":0.3147384397064805,"score_spread":0.26872716044772094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525024343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98083186,0.00032590004,0.0161144,0.00025952057,0.0019369846,0.00017192434,0.0000043041696,0.000085670225,0.0002694309],"genre_scores_gemma":[0.9995593,0.00004039743,0.00014167889,0.0000133436315,0.00019243911,0.000024813859,0.0000035020237,0.0000072297653,0.000017290891],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854887,0.000024563282,0.00026632746,0.000132106,0.00085261103,0.0001755433],"domain_scores_gemma":[0.99711055,0.000008730003,0.00003958766,0.00010212772,0.0026518027,0.000087182576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003058912,0.00007473921,0.00010879572,0.0005189368,0.00010855156,0.00009205219,0.00028890418,0.00008875603,0.0000072268085],"category_scores_gemma":[0.00016230601,0.000058518443,0.000018868122,0.0001542991,0.000176666,0.00045399953,0.000026795575,0.00012515057,0.0000060068865],"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":[0.00010764869,0.00014366869,0.004372048,0.000052628347,0.00017526055,0.000007380717,0.002103529,0.17402054,0.75659317,0.019568661,0.00066859194,0.04218687],"study_design_scores_gemma":[0.0010248987,0.00013750272,0.00024390734,0.00007199759,0.00003409348,0.0006169789,0.0013183384,0.9341797,0.056269873,0.004105013,0.001866624,0.00013104381],"about_ca_topic_score_codex":0.000009756203,"about_ca_topic_score_gemma":0.000004319739,"teacher_disagreement_score":0.7601592,"about_ca_system_score_codex":0.00024737683,"about_ca_system_score_gemma":0.0001674925,"threshold_uncertainty_score":0.23863128},"labels":[],"label_agreement":null},{"id":"W2634336633","doi":"10.1615/heatpipescietech.v5.i1-4.240","title":"INVESTIGATION OF THERMOSYPHON PERFORMANCE WITH CHANGING ADIABATIC SECTION GEOMETRY","year":2014,"lang":"en","type":"article","venue":"Heat Pipe Science and Technology An International Journal","topic":"Advanced Theoretical and Applied Studies in Material Sciences and Geometry","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":"York University; McMaster University; Trinity College","funders":"","keywords":"Thermosiphon; Adiabatic process; Condenser (optics); Heat transfer; Mechanics; Evaporator; Work (physics); Materials science; Heat pipe; Thermal; Range (aeronautics); Thermodynamics; Mechanical engineering; Heat exchanger; Engineering; Physics; Optics; Composite material","score_opus":0.004201490549334655,"score_gpt":0.20573625452979163,"score_spread":0.20153476398045697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2634336633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894645,0.000024578103,0.0087619815,0.00017685803,0.00045980967,0.000025255777,6.227754e-7,0.000041897492,0.0010444954],"genre_scores_gemma":[0.99867576,0.00014639761,0.0010124443,0.00003506283,0.000119207325,0.0000024979593,3.6988143e-7,0.0000031239827,0.000005114092],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99937886,0.0000045249894,0.00010702613,0.00009986402,0.00025058456,0.00015916211],"domain_scores_gemma":[0.9996881,0.000011839614,0.00002576764,0.000058081052,0.00016734166,0.00004888178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044648896,0.00005860035,0.000072002826,0.00043558527,0.00022078835,0.000038026283,0.00022716763,0.00003653729,0.000016377538],"category_scores_gemma":[0.000032708303,0.000041199033,0.0000059163904,0.000734735,0.0008091943,0.00036365655,0.000039265204,0.000121136865,0.0000011094801],"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":[0.000058198337,0.000027853619,0.051388342,0.000057070785,0.000052596355,0.0000048242377,0.0010173195,0.00600095,0.47968245,0.11628685,0.000013529317,0.34541002],"study_design_scores_gemma":[0.0011432859,0.0016103528,0.043816954,0.00038918672,0.000029689163,0.00090976415,0.002737054,0.182563,0.6541018,0.1098575,0.0021885172,0.0006528819],"about_ca_topic_score_codex":7.64781e-7,"about_ca_topic_score_gemma":7.593131e-7,"teacher_disagreement_score":0.34475714,"about_ca_system_score_codex":0.000029864084,"about_ca_system_score_gemma":0.000014239576,"threshold_uncertainty_score":0.29815102},"labels":[],"label_agreement":null}]}