{"meta":{"query_hash":"9302653a9c2e","filters":{"venue":"Reference series in phytochemistry"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/9302653a9c2e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Reference+series+in+phytochemistry"},"results":[{"id":"W2479577458","doi":"10.1007/978-3-319-25462-3_1","title":"Glucosinolates: Novel Sources and Biological Potential","year":2015,"lang":"en","type":"article","venue":"Reference series in phytochemistry","topic":"Genomics, phytochemicals, and oxidative stress","field":"Biochemistry, Genetics and Molecular Biology","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Glucosinolate; Brassicaceae; Glucoraphanin; Biology; Botany; Chemistry; Brassica","score_opus":0.035007342160514036,"score_gpt":0.25563644838704713,"score_spread":0.2206291062265331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479577458","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":[0.116221845,0.71738905,0.026196837,0.0070029963,0.006701208,0.00028330815,0.0046059852,0.0010567086,0.12054201],"genre_scores_gemma":[0.18398666,0.6706883,0.015854642,0.00193566,0.0037687356,0.00021924051,0.011920951,0.00019740689,0.111428514],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999193,0.0000067101146,0.000010954666,0.00001796902,0.000027655438,0.000017344597],"domain_scores_gemma":[0.99986696,0.000023018678,0.000022026667,0.000016924387,0.00003114671,0.00003995283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023698002,0.0013727249,0.00073965784,0.0013973442,0.0003250842,0.00086957787,0.0008073997,0.00096910354,0.007935032],"category_scores_gemma":[0.00025534534,0.00033782722,0.00042944337,0.0022645527,0.00037384802,0.0014052197,0.00051963935,0.001127218,0.0048179487],"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":[0.0008114494,0.00015895182,0.0003490077,0.0018103528,0.00003841608,0.001427788,0.00007132649,0.00064171647,0.557941,0.00948319,0.018712778,0.408554],"study_design_scores_gemma":[0.00012329283,0.000981946,0.004854238,0.00042381612,0.00013617877,0.0029633376,0.00009997964,0.000472236,0.37396374,0.008659679,0.60724646,0.00007507836],"about_ca_topic_score_codex":0.00086948666,"about_ca_topic_score_gemma":0.0015586072,"teacher_disagreement_score":0.007935032,"about_ca_system_score_codex":0.00061388424,"about_ca_system_score_gemma":0.0006108738,"threshold_uncertainty_score":0.026545286},"labels":[],"label_agreement":null},{"id":"W2573878324","doi":"10.1007/978-3-319-27490-4_21-2","title":"Transgenesis and Plant Molecular Pharming","year":2016,"lang":"en","type":"book-chapter","venue":"Reference series in phytochemistry","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Biopharmaceutical; Biotechnology; Biochemical engineering; In silico; Biology; Computational biology; Engineering; Biochemistry; Gene","score_opus":0.013617123215117034,"score_gpt":0.23220884211399886,"score_spread":0.21859171889888182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573878324","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":[0.0116891,0.17902899,0.249466,0.003904429,0.004595701,0.00020270114,0.0019890275,0.0040167263,0.54510725],"genre_scores_gemma":[0.046012703,0.18914407,0.0550288,0.001846921,0.0007962496,0.00018720329,0.003065654,0.0012168087,0.7027017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998573,0.000008827214,0.0000070794845,0.000035118373,0.000079081554,0.000012715031],"domain_scores_gemma":[0.99994063,0.000019006677,0.0000061792502,0.000015974758,0.0000122061765,0.0000060244165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023395463,0.0008736673,0.00049949053,0.001072698,0.00033464466,0.0011729901,0.0007439879,0.00070928945,0.016637906],"category_scores_gemma":[0.00015217255,0.0005030025,0.0003837029,0.0013494227,0.0007957595,0.001753726,0.0006229512,0.0022008826,0.017203035],"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":[0.000056008357,0.000086404536,0.0000741652,0.00088365714,0.000010040356,0.00026519308,0.00013641536,0.0005023315,0.33067924,0.08003608,0.05261516,0.5346553],"study_design_scores_gemma":[0.0000064794795,0.000041751464,0.0002776616,0.0000908396,0.000012543166,0.00083707756,0.000023306859,0.0004083329,0.09637338,0.016991183,0.88492113,0.000016245102],"about_ca_topic_score_codex":0.00049126224,"about_ca_topic_score_gemma":0.0008736008,"teacher_disagreement_score":0.016637906,"about_ca_system_score_codex":0.00060865574,"about_ca_system_score_gemma":0.00037240385,"threshold_uncertainty_score":0.055659294},"labels":[],"label_agreement":null},{"id":"W4312294676","doi":"10.1007/978-3-030-97415-2_30-1","title":"Ecometabolomics Studies of Bryophytes","year":2022,"lang":"en","type":"book-chapter","venue":"Reference series in phytochemistry","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Biology","score_opus":0.04456600546188874,"score_gpt":0.2519251902846067,"score_spread":0.20735918482271795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312294676","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":[0.44751683,0.27021593,0.05941859,0.0022115372,0.0006461364,0.00020383255,0.018543553,0.00065068546,0.20059288],"genre_scores_gemma":[0.41722777,0.268096,0.035248984,0.0013583893,0.00037860076,0.00022953827,0.020121185,0.0006489375,0.25669062],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998926,0.000010214369,0.000004708633,0.000034385597,0.000042600597,0.00001543969],"domain_scores_gemma":[0.9999304,0.000017102939,0.000008720277,0.000009612562,0.000022109978,0.000012101319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026646923,0.00051993114,0.00036192304,0.000880342,0.00038559685,0.0007238721,0.00035555926,0.00027218758,0.0048632296],"category_scores_gemma":[0.000115930954,0.00019305112,0.0003414065,0.0021561238,0.00019941706,0.0005952669,0.00053506735,0.00057862315,0.0014148834],"study_design_candidate":"observational","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":[0.0001313227,0.000056905657,0.0012833585,0.00043641342,0.00002259076,0.00019517206,0.000104156206,0.00023085576,0.87626743,0.0028634917,0.0023174474,0.11609094],"study_design_scores_gemma":[0.000009079218,0.00025122685,0.053187925,0.000108831875,0.000051737476,0.0010260349,0.00026908045,0.00040271963,0.67291784,0.0032350607,0.26850936,0.000031182757],"about_ca_topic_score_codex":0.004184352,"about_ca_topic_score_gemma":0.0075193336,"teacher_disagreement_score":0.0048632296,"about_ca_system_score_codex":0.0008157822,"about_ca_system_score_gemma":0.0006044817,"threshold_uncertainty_score":0.016269147},"labels":[],"label_agreement":null},{"id":"W4352994106","doi":"10.1007/978-3-030-91381-6_30","title":"Bioactive Phytochemicals from Chia (Salvia hispanica) Seed Oil Processing By-products","year":2023,"lang":"en","type":"book-chapter","venue":"Reference series in phytochemistry","topic":"Polysaccharides Composition and Applications","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Agriculture and Agri-Food Canada","funders":"","keywords":"Polyunsaturated fatty acid; Food science; Crop; Food industry; Chemistry; Biology; Botany; Agronomy; Fatty acid; Biochemistry","score_opus":0.0261053123370541,"score_gpt":0.22673318960149288,"score_spread":0.2006278772644388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4352994106","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":[0.38375068,0.13999365,0.023823792,0.0013136495,0.0016567616,0.00019803214,0.0030211562,0.0007107101,0.4455316],"genre_scores_gemma":[0.35620213,0.09728494,0.009296591,0.0005368838,0.0006266191,0.00010032705,0.003090266,0.00026341627,0.53259885],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999888,5.860062e-7,4.7315146e-7,0.000002096089,0.0000060802745,0.000001970489],"domain_scores_gemma":[0.99998677,0.0000037147308,0.0000015804252,0.0000011293863,0.0000036757342,0.0000030995825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000027713199,0.00058413274,0.00012339588,0.0006300717,0.00020675044,0.0003627211,0.000117897725,0.00013095848,0.006748169],"category_scores_gemma":[0.0000295147,0.00009206428,0.00021743492,0.0006814766,0.00013434673,0.00037153877,0.00022059037,0.00036661487,0.0020463539],"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":[0.00007817588,0.00007305622,0.00017648534,0.0005362192,0.000011494063,0.00057398755,0.00014620018,0.00025655015,0.8644177,0.0037804144,0.0040610754,0.12588856],"study_design_scores_gemma":[0.000013897884,0.00033927584,0.0061529824,0.00013019454,0.000049830174,0.0011029175,0.00017648112,0.0003897548,0.6521619,0.0036101097,0.3358533,0.00001933852],"about_ca_topic_score_codex":0.0008812421,"about_ca_topic_score_gemma":0.002110689,"teacher_disagreement_score":0.006748169,"about_ca_system_score_codex":0.00015744948,"about_ca_system_score_gemma":0.00016663958,"threshold_uncertainty_score":0.022574902},"labels":[],"label_agreement":null},{"id":"W4381413929","doi":"10.1007/978-3-031-23243-5_30","title":"Ecometabolomics Studies of Bryophytes","year":2023,"lang":"en","type":"book-chapter","venue":"Reference series in phytochemistry","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ecology; Biology; Ecosystem; Biomonitoring","score_opus":0.06630663347263611,"score_gpt":0.26556274844688843,"score_spread":0.19925611497425233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381413929","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43538022,0.28000146,0.05949309,0.0022050487,0.00066316896,0.00020507039,0.01821891,0.00065269816,0.20318036],"genre_scores_gemma":[0.40055463,0.28045887,0.03560131,0.0013479207,0.00039872385,0.00022578063,0.019991467,0.00063402025,0.26078734],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999895,0.000009913659,0.0000047105436,0.000033503078,0.000041868545,0.000014938231],"domain_scores_gemma":[0.99993026,0.000016942866,0.000008717483,0.000009626147,0.000022463511,0.000012080263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027179808,0.0005162484,0.00036622628,0.0008941261,0.00037895044,0.0007327121,0.0003548035,0.00026772928,0.0049404344],"category_scores_gemma":[0.000116246665,0.0001921227,0.0003504092,0.0021839826,0.00019981465,0.0005975466,0.00053696637,0.00057215703,0.0014287028],"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":[0.00013245887,0.000058656693,0.0012969096,0.00044845822,0.000023477414,0.00019481576,0.00010524657,0.00023743256,0.867583,0.0029505074,0.0024335396,0.124535516],"study_design_scores_gemma":[0.000009299384,0.00026158898,0.053893015,0.00011693183,0.000053690263,0.001039283,0.0002727605,0.000410358,0.65840256,0.0033932824,0.28211558,0.00003175348],"about_ca_topic_score_codex":0.0040876735,"about_ca_topic_score_gemma":0.0074043735,"teacher_disagreement_score":0.0049404344,"about_ca_system_score_codex":0.0008120381,"about_ca_system_score_gemma":0.0005998568,"threshold_uncertainty_score":0.016527355},"labels":[],"label_agreement":null}]}