{"meta":{"query_hash":"f2113d212316","filters":{"venue":"Ziran bianzhengfa tongxun"},"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/f2113d212316","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ziran+bianzhengfa+tongxun"},"results":[{"id":"W2351207130","doi":"","title":"The History Thinking that Surveying were Introduced to China and Japan From the Beginning of 17 Centuy to the Middle Period of 18 Century","year":2008,"lang":"en","type":"article","venue":"Ziran bianzhengfa tongxun","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":"Science North","funders":"","keywords":"China; Period (music); Causation; History; Middle Ages; Ancient history; Geography; Social science; Political science; Sociology; Archaeology; Philosophy; Law; Aesthetics","score_opus":0.07550692727474563,"score_gpt":0.2546442002267884,"score_spread":0.1791372729520428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351207130","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45544314,0.025508018,0.038006548,0.018207042,0.0014481026,0.00031440196,0.00052183826,0.00019595957,0.46035495],"genre_scores_gemma":[0.9257503,0.009535248,0.006469487,0.0016325134,0.0002330207,0.00014209741,0.00011735033,0.000031867366,0.05608812],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989184,0.0004828917,0.00007770136,0.00021592587,0.0001828365,0.00012222509],"domain_scores_gemma":[0.99867517,0.00041475368,0.00025606607,0.0001483381,0.0003896657,0.000116017036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002043314,0.00038929793,0.00028289855,0.002141391,0.0028983238,0.0027946727,0.0003034368,0.0004392603,0.0044839745],"category_scores_gemma":[0.002365002,0.00026595907,0.00024298183,0.003578219,0.0065528844,0.003734368,0.0014341002,0.0013266627,0.0002992575],"study_design_candidate":"not_applicable","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":[0.0001734831,0.000055938024,0.062092386,0.00082900585,0.000075387565,0.00049422553,0.09689861,0.00038617317,0.0026687998,0.6684596,0.009248304,0.15861812],"study_design_scores_gemma":[0.000032926677,0.00023989475,0.18794586,0.00083851925,0.00014350051,0.00063565024,0.044959515,0.0010033129,0.003214682,0.07897828,0.68191785,0.000090019406],"about_ca_topic_score_codex":0.014864018,"about_ca_topic_score_gemma":0.030438866,"teacher_disagreement_score":0.014864018,"about_ca_system_score_codex":0.005585548,"about_ca_system_score_gemma":0.0052639246,"threshold_uncertainty_score":0.04052621},"labels":[],"label_agreement":null},{"id":"W2357156800","doi":"","title":"How was the Banach Space Generated","year":2015,"lang":"en","type":"article","venue":"Ziran bianzhengfa tongxun","topic":"Geoscience and Mining Technology","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":"Science North","funders":"","keywords":"Infinite-dimensional vector function; Banach manifold; Banach space; Approximation property; Eberlein–Šmulian theorem; Mathematics; C0-semigroup; Norm (philosophy); Space (punctuation); Pure mathematics; Completeness (order theory); Lp space; Mathematical analysis; Computer science; Political science","score_opus":0.03370110991992521,"score_gpt":0.2046357849624387,"score_spread":0.17093467504251347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2357156800","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":[0.07650504,0.018630495,0.17907523,0.16966434,0.009202654,0.00017784788,0.0006636491,0.00022331715,0.54585737],"genre_scores_gemma":[0.90834224,0.0059194495,0.023866806,0.0085034985,0.002766828,0.00021073612,0.00018585431,0.00025813282,0.049946446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99666107,0.0017510194,0.00013186221,0.00070446904,0.00045009243,0.00030156973],"domain_scores_gemma":[0.9976768,0.00083023997,0.00019108853,0.0003315509,0.0007377641,0.00023259186],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009235608,0.00050887,0.0008164859,0.0016598335,0.0026012866,0.009937943,0.0008808845,0.0025524173,0.0048623686],"category_scores_gemma":[0.010910552,0.00035531464,0.00065629557,0.00092774956,0.02649997,0.014714006,0.0028661299,0.0053192168,0.0015726732],"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":[0.000008738688,0.0000034167258,0.000093872186,0.00001451212,0.000005672139,0.000023533108,0.0006629127,0.00008429894,0.000040449115,0.99665487,0.0008193486,0.0015883154],"study_design_scores_gemma":[0.000011940523,0.000011612377,0.00012865069,0.00007055731,0.000004684314,0.00006334375,0.00081598596,0.0002993664,0.00014382877,0.95404536,0.04438954,0.000015160251],"about_ca_topic_score_codex":0.0020860229,"about_ca_topic_score_gemma":0.0008768193,"teacher_disagreement_score":0.99739873,"about_ca_system_score_codex":0.0037846952,"about_ca_system_score_gemma":0.0027823418,"threshold_uncertainty_score":0.048843145},"labels":[],"label_agreement":null},{"id":"W2381068034","doi":"","title":"Value of Engineering Culture Viewing from the Cultural Cause of Collapse of Quebec Bridge","year":2006,"lang":"en","type":"article","venue":"Ziran bianzhengfa tongxun","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","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":"Bridge (graph theory); Perspective (graphical); China; Value (mathematics); Aesthetics; Forensic engineering; History; Sociology; Engineering; Philosophy; Computer science; Archaeology; Artificial intelligence","score_opus":0.01083773117063527,"score_gpt":0.20858584118032933,"score_spread":0.19774811000969406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381068034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78946114,0.0032236376,0.0012764485,0.015504031,0.00019586284,0.000017587725,0.0002984596,0.000017337657,0.19000548],"genre_scores_gemma":[0.9949332,0.000613878,0.000100274774,0.00032273235,0.000019031668,0.000002621534,0.000031324096,0.0000045900665,0.0039723245],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993048,0.00020259988,0.000010076682,0.000051745534,0.0002149111,0.00021585905],"domain_scores_gemma":[0.99807066,0.00043687652,0.00018864285,0.00007101692,0.000992364,0.00024042501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008782315,0.0003260178,0.00018832335,0.00227459,0.006511163,0.0057667578,0.00062670856,0.00075391086,0.0046873274],"category_scores_gemma":[0.0025574933,0.000103244776,0.00018052703,0.0019426533,0.007814022,0.0018703119,0.0019459216,0.0012839388,0.00013743731],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019010424,0.00009069751,0.26827815,0.00020096166,0.00012786893,0.0050527966,0.32711262,0.0017890724,0.0033558498,0.24950105,0.032700527,0.1116003],"study_design_scores_gemma":[0.0000065613426,0.000043756285,0.28976548,0.0004977282,0.00006734043,0.00047009878,0.600139,0.0013572425,0.0009508018,0.010383072,0.09622992,0.000088993445],"about_ca_topic_score_codex":0.8870541,"about_ca_topic_score_gemma":0.94886845,"teacher_disagreement_score":0.112945914,"about_ca_system_score_codex":0.026988344,"about_ca_system_score_gemma":0.011721163,"threshold_uncertainty_score":0.22722208},"labels":[],"label_agreement":null}]}