{"meta":{"query_hash":"d5d2e0591cf6","filters":{"venue":"Linchan huaxue yu gongye"},"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/d5d2e0591cf6","api":"https://metacan.xera.ac/api/v1/cohort?venue=Linchan+huaxue+yu+gongye"},"results":[{"id":"W2244425181","doi":"","title":"Research progress on extraction, purification and content determination of plant polysaccharides.","year":2009,"lang":"en","type":"article","venue":"Linchan huaxue yu gongye","topic":"Chromatography in Natural Products","field":"Chemistry","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":"L'Alliance Boviteq","funders":"","keywords":"Chemistry; Extraction (chemistry); Chromatography; Polysaccharide; Sulfuric acid; Solvent; Organic chemistry","score_opus":0.06668324468736328,"score_gpt":0.33966822099519495,"score_spread":0.2729849763078317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2244425181","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030226635,0.89057404,0.06255301,0.0010611237,0.0006750482,0.00012800413,0.00038583737,0.0001807366,0.014215609],"genre_scores_gemma":[0.059519112,0.8700453,0.061825745,0.00080202665,0.00045369338,0.00014640143,0.0007768314,0.00005830526,0.0063725687],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991947,0.0001600071,0.00006778422,0.00017450891,0.00036396284,0.000039080758],"domain_scores_gemma":[0.9990778,0.00034406353,0.000096113254,0.000059221733,0.00035294433,0.00006987922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014074544,0.00080946164,0.0011525161,0.0020458447,0.0004896246,0.00083863956,0.0004972611,0.00058137916,0.001451455],"category_scores_gemma":[0.0013006285,0.0003139051,0.0006196582,0.0022041814,0.00037836854,0.0015394923,0.00042382313,0.0014882932,0.0013252206],"study_design_candidate":"bench_or_experimental","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":[0.00016936605,0.00019923091,0.0017883767,0.012089813,0.00014078629,0.000543293,0.00026051357,0.0006990313,0.42424908,0.0023074555,0.0035716423,0.5539814],"study_design_scores_gemma":[0.000038992148,0.0008213138,0.010208642,0.0017112418,0.0005738125,0.007426837,0.00030703444,0.001845069,0.4944263,0.0032632053,0.4792257,0.00015178433],"about_ca_topic_score_codex":0.0011663856,"about_ca_topic_score_gemma":0.0010188426,"teacher_disagreement_score":0.0020458447,"about_ca_system_score_codex":0.0005762351,"about_ca_system_score_gemma":0.0013176203,"threshold_uncertainty_score":0.007443428},"labels":[],"label_agreement":null},{"id":"W2350422273","doi":"","title":"Comparative Pulping Properties of Eucalyptus urograndis × E.grandis and Acacia mangium Willd.Woods Using P-RC APMP Process","year":2008,"lang":"en","type":"article","venue":"Linchan huaxue yu gongye","topic":"Lignin and Wood Chemistry","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":"Acacia mangium; Pulp (tooth); Pulp and paper industry; Eucalyptus; Ultimate tensile strength; Chemistry; Hardwood; Botany; Composite material; Materials science","score_opus":0.04560965418654001,"score_gpt":0.24027835150226542,"score_spread":0.19466869731572542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2350422273","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":[0.99829334,0.0004907228,0.00034045236,0.0000070912383,0.0000032816974,0.0000052997484,0.000113497255,0.000008444884,0.00073773967],"genre_scores_gemma":[0.99560624,0.00047421307,0.0012937308,0.000016994585,0.000002691679,0.000011429238,0.00027148245,0.000013938203,0.0023092232],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99996233,0.0000037081559,0.0000040395084,0.000009269785,0.000012111958,0.000008444171],"domain_scores_gemma":[0.99993205,0.000015323809,0.000015447353,0.0000043250334,0.000017576776,0.000015291926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000095013056,0.00025027693,0.00013201995,0.0002773455,0.000111110676,0.00016166831,0.00008441238,0.00012083236,0.00087243115],"category_scores_gemma":[0.000081520026,0.00009543894,0.00018058417,0.00021935753,0.000073771,0.00020923011,0.00010303695,0.00022604415,0.00011794023],"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":[0.00005191082,0.000009714153,0.00038585236,0.00006609864,0.0000037933826,0.000044865043,0.000022336064,0.00007274041,0.99764794,0.000017490845,0.000009205687,0.0016680288],"study_design_scores_gemma":[0.0000048306347,0.0005695681,0.057412762,0.0000106963,0.00004417076,0.00015999017,0.00008843024,0.0004232763,0.9396831,0.000030786414,0.0015617302,0.0000107995365],"about_ca_topic_score_codex":0.00077510584,"about_ca_topic_score_gemma":0.0025687034,"teacher_disagreement_score":0.00087243115,"about_ca_system_score_codex":0.000073416384,"about_ca_system_score_gemma":0.000075180855,"threshold_uncertainty_score":0.002918601},"labels":[],"label_agreement":null},{"id":"W3143203392","doi":"","title":"Selective Oxidation of Primary Alcohol for Cellulose at C_6 Position and Its Application in Adsorption of Bisphenol A","year":2014,"lang":"en","type":"article","venue":"Linchan huaxue yu gongye","topic":"Dyeing and Modifying Textile Fibers","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":"Chemistry; Adsorption; Bisphenol A; Freundlich equation; Cellulose; Titration; Langmuir adsorption model; Langmuir; Monolayer; Alcohol; Nuclear chemistry; Inorganic chemistry; Organic chemistry","score_opus":0.010931969215326902,"score_gpt":0.21606552047863964,"score_spread":0.20513355126331273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143203392","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808415,0.0032124622,0.013212957,0.00011429148,0.000064351894,0.000037833448,0.00014282145,0.00005945496,0.0023143066],"genre_scores_gemma":[0.98614246,0.0020818547,0.009518803,0.00005366473,0.000014561297,0.000028356835,0.00014017899,0.000011963946,0.0020081552],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998709,0.000012927416,0.000008851721,0.000028638744,0.000044129385,0.000034552995],"domain_scores_gemma":[0.9999362,0.000008179188,0.000015305235,0.000008478689,0.000018056624,0.000013832273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015150107,0.00036269138,0.00017376104,0.00034549637,0.0002166847,0.00014743063,0.00016628865,0.00026690378,0.00056071585],"category_scores_gemma":[0.00014316237,0.00016216715,0.00038398482,0.0002933345,0.00013582713,0.0002433839,0.000191959,0.00027777685,0.00014015312],"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":[0.00002613942,0.000010556306,0.00018344427,0.000055822038,0.000004652837,0.00003447555,0.0000104867195,0.00006419846,0.9967294,0.00005219358,0.000022101798,0.0028066246],"study_design_scores_gemma":[0.0000019475406,0.000039592353,0.0011703863,0.0000021881901,0.00000786544,0.000051693052,0.000008556015,0.0004938479,0.997256,0.000014045914,0.00095013453,0.000003824954],"about_ca_topic_score_codex":0.001700805,"about_ca_topic_score_gemma":0.0027176994,"teacher_disagreement_score":0.001700805,"about_ca_system_score_codex":0.0002513183,"about_ca_system_score_gemma":0.00023069183,"threshold_uncertainty_score":0.0033818483},"labels":[],"label_agreement":null},{"id":"W332640526","doi":"","title":"Sustainable Development of Pulp-and-paper Industry Combining with Integrated Forest-biomass Biorefinery","year":2010,"lang":"en","type":"article","venue":"Linchan huaxue yu gongye","topic":"Biofuel production and bioconversion","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":"University of New Brunswick","funders":"","keywords":"Biorefinery; Biomass (ecology); Renewable energy; Lignocellulosic biomass; Pulp and paper industry; Kraft process; Renewable resource; Biofuel; Pulp (tooth); Environmental science; Fossil fuel; Bioenergy; Pulp mill; Mill; Waste management; Kraft paper; Chemistry; Engineering; Environmental engineering; Ecology","score_opus":0.007010039543461983,"score_gpt":0.19149547214989257,"score_spread":0.18448543260643058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W332640526","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":[0.6621113,0.06529251,0.1936224,0.0013673122,0.00027847782,0.00013631997,0.00011069753,0.00038936615,0.07669171],"genre_scores_gemma":[0.922487,0.018852595,0.045118395,0.00013962397,0.000029480483,0.000044801764,0.00010373806,0.000014043491,0.013210411],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99991465,0.000011031788,0.000004198246,0.000014110033,0.000037394377,0.000018594928],"domain_scores_gemma":[0.99998045,0.000002677232,0.0000026073892,0.0000015782148,0.000008291601,0.0000042817146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013599808,0.00020823661,0.00017389696,0.00036030312,0.00018468875,0.00033775604,0.00018191854,0.00028683137,0.0006349652],"category_scores_gemma":[0.000054766406,0.00010321663,0.00022413964,0.00037999806,0.00014728156,0.00051018986,0.00032394382,0.00021332908,0.00012861702],"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":[0.00007455692,0.00022631185,0.0031632844,0.00091904536,0.000047817826,0.0009250027,0.0002010026,0.011057018,0.5873522,0.04265663,0.0017156975,0.35166144],"study_design_scores_gemma":[0.00006180942,0.0006698304,0.010369147,0.00023014996,0.00014161979,0.0015508042,0.00044726074,0.047731772,0.6799012,0.026524808,0.2323235,0.00004813676],"about_ca_topic_score_codex":0.0006868974,"about_ca_topic_score_gemma":0.0017125143,"teacher_disagreement_score":0.0006868974,"about_ca_system_score_codex":0.00031644988,"about_ca_system_score_gemma":0.0007411805,"threshold_uncertainty_score":0.0022960305},"labels":[],"label_agreement":null}]}