{"meta":{"query_hash":"9c4e80bb4001","filters":{"venue":"Xinyang Shifan Xueyuan xuebao. Ziran kexueban"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/9c4e80bb4001","api":"https://metacan.xera.ac/api/v1/cohort?venue=Xinyang+Shifan+Xueyuan+xuebao.+Ziran+kexueban"},"results":[{"id":"W2355873997","doi":"","title":"An application of ANSYS software in plastic deformation","year":2004,"lang":"en","type":"article","venue":"Xinyang Shifan Xueyuan xuebao. Ziran kexueban","topic":"Simulation and Modeling Applications","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":"Condor Petroleum (Canada)","funders":"","keywords":"Finite element method; Spinning; Software; Deformation (meteorology); Stress–strain curve; Stress (linguistics); Structural engineering; Process (computing); Materials science; Computer science; Mechanical engineering; Engineering; Composite material","score_opus":0.009131551183893789,"score_gpt":0.23645931046872098,"score_spread":0.2273277592848272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2355873997","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039363527,0.00012047414,0.9696661,0.00006346731,0.00012994412,0.00014263434,0.0007231249,0.019506784,0.0057110186],"genre_scores_gemma":[0.078568,0.0005546629,0.8969026,0.00009606661,0.000059227492,0.0012684078,0.0031617368,0.0059470995,0.013442169],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994313,0.00008692936,0.000057912734,0.0000729429,0.00031101782,0.000039966057],"domain_scores_gemma":[0.99960774,0.00013645852,0.000025977284,0.00007057588,0.00014407959,0.000015243291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008743153,0.0009872786,0.00076054997,0.0010530836,0.00069783354,0.00060149014,0.0011458189,0.0008203521,0.018701646],"category_scores_gemma":[0.0013286707,0.0009464776,0.0008522008,0.0008494067,0.00030140296,0.00087954674,0.0008552591,0.0010289581,0.0048786644],"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":[0.00024358652,0.00027041626,0.0027581248,0.0011643781,0.00016998561,0.00046435223,0.0008758471,0.2440001,0.0988326,0.05938956,0.070741735,0.52108926],"study_design_scores_gemma":[0.0000873628,0.00011308972,0.0018803602,0.0001097556,0.00006250294,0.00047639126,0.00007391722,0.77445096,0.04868145,0.009967156,0.16399907,0.00009793226],"about_ca_topic_score_codex":0.0021603045,"about_ca_topic_score_gemma":0.0019960182,"teacher_disagreement_score":0.018701646,"about_ca_system_score_codex":0.00024439773,"about_ca_system_score_gemma":0.0008740749,"threshold_uncertainty_score":0.06256324},"labels":[],"label_agreement":null},{"id":"W2363107549","doi":"","title":"The theory of the style of study is the major component of Marxist theory as a system","year":2001,"lang":"en","type":"article","venue":"Xinyang Shifan Xueyuan xuebao. Ziran kexueban","topic":"Chinese history and philosophy","field":"Social Sciences","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":"Prairie Improvement Network","funders":"","keywords":"Marxist philosophy; Style (visual arts); Component (thermodynamics); Epistemology; Neo-Marxism; Sociology; Neoclassical economics; Social science; Philosophy; Literature; Political science; Law; Economics; Physics; Art; Thermodynamics","score_opus":0.02239852488090519,"score_gpt":0.27080829416826174,"score_spread":0.24840976928735656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363107549","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018230855,0.017510436,0.117698304,0.052197557,0.0028647906,0.00037426627,0.0003713381,0.00021526602,0.7905372],"genre_scores_gemma":[0.8407775,0.016907858,0.057122145,0.0097863525,0.0053521255,0.0012131991,0.00037622818,0.0002384574,0.06822614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99002236,0.005790341,0.00055840047,0.0014494385,0.0017836466,0.0003958529],"domain_scores_gemma":[0.9900434,0.005150902,0.0009365597,0.0018025883,0.0015897648,0.00047687007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009839156,0.00059808366,0.0007530356,0.0035831716,0.004162179,0.0122591555,0.0014842552,0.0021985895,0.006313686],"category_scores_gemma":[0.009605274,0.00032754778,0.00075128884,0.003546008,0.049153358,0.009990906,0.0042506154,0.0033007904,0.0021745863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051592992,0.0000082946635,0.00031650072,0.00006505122,0.0000073790734,0.00001582004,0.002382186,0.000095507836,0.000060474216,0.98493,0.0027265628,0.009387061],"study_design_scores_gemma":[0.0000112348725,0.000025056117,0.00042867434,0.00016144964,0.00000914774,0.000061302926,0.0010332171,0.00033926024,0.00018627879,0.86054933,0.13717835,0.000016753518],"about_ca_topic_score_codex":0.0017545461,"about_ca_topic_score_gemma":0.0014716324,"teacher_disagreement_score":0.0122591555,"about_ca_system_score_codex":0.005950087,"about_ca_system_score_gemma":0.0069646724,"threshold_uncertainty_score":0.052035093},"labels":[],"label_agreement":null},{"id":"W2390331158","doi":"","title":"Investment time delay and investment model with time delay","year":2001,"lang":"en","type":"article","venue":"Xinyang Shifan Xueyuan xuebao. Ziran kexueban","topic":"Evaluation and Optimization Models","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":"Discovery Air (Canada)","funders":"","keywords":"Investment (military); Business; Economics; Monetary economics","score_opus":0.014976603220546348,"score_gpt":0.21602436106025144,"score_spread":0.2010477578397051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390331158","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10095088,0.0024666141,0.84703845,0.002790065,0.00040785683,0.00008776864,0.00065621454,0.00020171823,0.04540045],"genre_scores_gemma":[0.93695986,0.0018614496,0.013673783,0.00010565721,0.000114445065,0.00012805889,0.0002191428,0.000032473974,0.046905186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994505,0.00010886096,0.000025395495,0.00014411601,0.0001306572,0.00014039679],"domain_scores_gemma":[0.9993093,0.00031137187,0.00015097394,0.00003756032,0.00011619615,0.00007462827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094836054,0.00077642396,0.0006160361,0.0004995181,0.0003542801,0.0015216774,0.0012674895,0.0013081664,0.006942773],"category_scores_gemma":[0.0035451371,0.00034214582,0.0005868563,0.00073442765,0.0009304264,0.0027735615,0.0006413614,0.0013308858,0.0004892264],"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":[0.000067933324,0.000021658772,0.0007140573,0.000112456495,0.000022428238,0.00023621175,0.00009827477,0.55148673,0.0012315181,0.43823114,0.0015510259,0.0062264823],"study_design_scores_gemma":[0.000027839073,0.000058069163,0.00039819186,0.000015450023,0.000028864115,0.00008884052,0.000036920228,0.89660627,0.00035617416,0.09903368,0.0033296964,0.00002005003],"about_ca_topic_score_codex":0.0058412147,"about_ca_topic_score_gemma":0.0025678216,"teacher_disagreement_score":0.006942773,"about_ca_system_score_codex":0.0020908057,"about_ca_system_score_gemma":0.0012036837,"threshold_uncertainty_score":0.023225904},"labels":[],"label_agreement":null},{"id":"W2391532398","doi":"","title":"Thoughts on how to solve the problem of raising fund for running a university and promote the sustainable and healthy development of tertiary education Take Canadian tertiary education as an example","year":2005,"lang":"en","type":"article","venue":"Xinyang Shifan Xueyuan xuebao. Ziran kexueban","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fund raising; Economic shortage; Investment (military); China; Sustainable development; Higher education; Raising (metalworking); Economic growth; Tertiary level; Business; Tertiary care; Finance; Economics; Political science; Government (linguistics); Law; Engineering; Medicine; Mathematics education; Psychology","score_opus":0.03335417563500944,"score_gpt":0.2943351336989239,"score_spread":0.26098095806391447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391532398","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011229187,0.006092867,0.00409028,0.8948047,0.0016567223,0.00009010901,0.00005939874,0.00006511512,0.08191162],"genre_scores_gemma":[0.7726222,0.019859176,0.016657032,0.115419485,0.0013019633,0.00019329491,0.000075699856,0.00006061235,0.07381049],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99709725,0.0010135784,0.000068645444,0.00018987193,0.0007561344,0.0008745303],"domain_scores_gemma":[0.9980684,0.0004640251,0.00014370277,0.00008034616,0.0007494998,0.0004940419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050717555,0.00048224715,0.00034949125,0.0015770025,0.008944657,0.007113934,0.0013457065,0.004741546,0.0032682274],"category_scores_gemma":[0.005425999,0.00019681986,0.0006029288,0.0015230443,0.019271849,0.0053134626,0.0016482052,0.004851281,0.00035534342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011042266,0.000023910212,0.00089827116,0.00008335843,0.000010426817,0.00019633885,0.010217323,0.00089371717,0.00024807727,0.92958224,0.046799406,0.0110357925],"study_design_scores_gemma":[0.00007575937,0.000059653412,0.0041833417,0.00052643404,0.000027361377,0.0001589199,0.03676236,0.0011892504,0.00083315617,0.28406045,0.671991,0.00013227269],"about_ca_topic_score_codex":0.55220205,"about_ca_topic_score_gemma":0.5607265,"teacher_disagreement_score":0.9660301,"about_ca_system_score_codex":0.03396986,"about_ca_system_score_gemma":0.04905931,"threshold_uncertainty_score":0.90087026},"labels":[],"label_agreement":null}]}