{"meta":{"query_hash":"e63067e6e13b","filters":{"venue":"Plant cell monographs"},"cohort_total":6,"direct_labels_cover":0,"predictions_cover":6,"exported":6,"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/e63067e6e13b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Plant+cell+monographs"},"results":[{"id":"W1590319901","doi":"10.1007/978-3-540-79405-9_9","title":"Root Hair Electrophysiology","year":2009,"lang":"en","type":"book-chapter","venue":"Plant cell monographs","topic":"Plant Stress Responses and Tolerance","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Electrophysiology; Root hair; Ion channel; Biophysics; Root (linguistics); Biology; Neuroscience; Chemistry; Biochemistry; Receptor; Philosophy","score_opus":0.010513699304389522,"score_gpt":0.17083994888252751,"score_spread":0.16032624957813799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590319901","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13135049,0.008211301,0.0000014002662,0.00056172477,0.00040170425,0.0005964196,0.004547258,0.00038060086,0.8539491],"genre_scores_gemma":[0.32470116,0.014897384,0.00008839455,0.0011790228,0.0013538062,0.000031017065,0.008431622,0.000011708918,0.6493059],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846756,0.000027007583,0.00028222447,0.00053025136,0.0002269654,0.00046601178],"domain_scores_gemma":[0.99933356,0.0001830177,0.00020822679,0.00010284612,0.000030098656,0.00014223634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004948444,0.00041891396,0.00047512824,0.000043302658,0.00017453017,0.000048945694,0.00043343654,0.00042892696,0.0006754269],"category_scores_gemma":[0.000002656348,0.00016661886,0.00032988537,0.00006130926,0.0000633113,0.000039095074,0.00004947311,0.0004109165,0.00021894532],"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":[0.002166565,0.00036669202,0.00037574442,0.00009009131,0.00027137218,0.0011794674,0.000050451887,0.00002832072,0.35692644,0.018294016,0.114583075,0.50566775],"study_design_scores_gemma":[0.00010437273,0.00054867787,0.0036376857,0.00006871394,0.000034318593,0.000042784428,0.000001890959,0.000020430976,0.0012573521,0.0055449395,0.9881972,0.0005416288],"about_ca_topic_score_codex":0.000050653314,"about_ca_topic_score_gemma":0.00036173488,"teacher_disagreement_score":0.87361413,"about_ca_system_score_codex":0.000013142229,"about_ca_system_score_gemma":0.0000096087515,"threshold_uncertainty_score":0.7395451},"labels":[],"label_agreement":null},{"id":"W198471653","doi":"10.1007/7089_2006_096","title":"Nitric Oxide as an Alternative Electron Carrier During Oxygen Deprivation","year":2007,"lang":"en","type":"book-chapter","venue":"Plant cell monographs","topic":"Hemoglobin structure and function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"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 Manitoba","funders":"","keywords":"Electron transport chain; Nitrite; Biochemistry; Hemoglobin; Alternative oxidase; Anaerobic exercise; Oxygen; Anaerobic respiration; Chemistry; Cytochrome c oxidase; Redox; Ferredoxin; Nitric oxide; Respiratory chain; Oxidase test; Cellular respiration; Respiration; Nitrate; Mitochondrion; Biology; Inorganic chemistry; Enzyme; Botany; Organic chemistry; Physiology","score_opus":0.009925790471243125,"score_gpt":0.22109788737945582,"score_spread":0.2111720969082127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W198471653","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":[0.81680787,0.0011418111,0.00033581836,0.0000037983923,0.00020714772,0.000328229,0.00023065413,0.00003977285,0.18090491],"genre_scores_gemma":[0.89902896,0.003594853,0.00053028285,0.00058985426,0.0015678746,0.000028916164,0.010683259,0.00019841095,0.0837776],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998429,0.000020585505,0.0003028668,0.0006311527,0.0002560175,0.00036036933],"domain_scores_gemma":[0.9990848,0.000010433308,0.00023250125,0.00042367182,0.00009071122,0.00015788259],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011845328,0.00041506367,0.0002507096,0.00029304318,0.000121334335,0.00003575316,0.00023264028,0.0006255086,0.00004547752],"category_scores_gemma":[0.00000825768,0.0004084894,0.00019821517,0.000056114422,0.000046601584,0.000008113447,0.00006766215,0.0003268628,0.000026075664],"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":[0.00095100777,0.000051460876,0.0009423411,0.00010080339,0.00046785382,0.00010884698,0.00009604068,0.00006102512,0.99071145,0.001680488,0.0021779728,0.0026507212],"study_design_scores_gemma":[0.0007067362,0.00039151867,0.0012324143,0.00003929712,0.00016196142,0.000117059906,0.000026366577,0.000015168992,0.7066314,0.0029744678,0.28678846,0.0009151362],"about_ca_topic_score_codex":0.000046206776,"about_ca_topic_score_gemma":0.00004804503,"teacher_disagreement_score":0.2846105,"about_ca_system_score_codex":0.000039845254,"about_ca_system_score_gemma":0.000057116664,"threshold_uncertainty_score":0.9998367},"labels":[],"label_agreement":null},{"id":"W2104468240","doi":"10.1007/978-3-642-41787-0_14","title":"Photo-Convertible Reporters for Selective Visualization of Subcellular Events and Interactions","year":2013,"lang":"en","type":"book-chapter","venue":"Plant cell monographs","topic":"Advanced Fluorescence Microscopy Techniques","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":"University of Guelph","funders":"","keywords":"Visualization; Convertible; Computer science; Artificial intelligence; Engineering","score_opus":0.010106901588073595,"score_gpt":0.25218889067296735,"score_spread":0.24208198908489376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104468240","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12227695,0.01597544,0.612104,0.00007133918,0.0021783058,0.017122313,0.0061852685,0.0005097768,0.2235766],"genre_scores_gemma":[0.6284457,0.020060746,0.074207425,0.00037893627,0.00039301772,0.0010130223,0.024187274,0.00063947693,0.25067443],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989995,0.00000998901,0.0003324111,0.00041230847,0.00008479067,0.00016100077],"domain_scores_gemma":[0.9991315,0.000017175722,0.00040253892,0.00024621497,0.00014827521,0.00005426612],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006613894,0.0002474059,0.00025179208,0.00015503501,0.00005323323,0.000010342423,0.00010862118,0.00025280745,0.000021075248],"category_scores_gemma":[0.000011302721,0.0002603863,0.00013618387,0.000026128326,0.00007941314,0.00000774149,0.00005780975,0.00009800385,0.0000016702267],"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":[0.000119481476,0.000035852252,0.0005709335,0.00013693063,0.00010971108,0.0000015441175,0.000043103282,0.0000011868328,0.9912583,0.00031964053,0.007097,0.00030627172],"study_design_scores_gemma":[0.0002024514,0.0003070162,0.000020183836,0.00011012523,0.000076389995,0.000015146086,0.000012244464,0.000061073835,0.9456575,0.0014141353,0.0518543,0.00026942606],"about_ca_topic_score_codex":0.00001820208,"about_ca_topic_score_gemma":0.000010029101,"teacher_disagreement_score":0.5378966,"about_ca_system_score_codex":0.000014584868,"about_ca_system_score_gemma":0.000033255405,"threshold_uncertainty_score":0.99998486},"labels":[],"label_agreement":null},{"id":"W2793250728","doi":"10.1007/978-3-319-69944-8_9","title":"Evolving Views on Plastid Pleomorphy","year":2018,"lang":"en","type":"book-chapter","venue":"Plant cell monographs","topic":"Photosynthetic Processes and Mechanisms","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":"University of Guelph","funders":"","keywords":"Plastid; Evolutionary biology; Biology; Genetics; Chloroplast; Gene","score_opus":0.016813578853661356,"score_gpt":0.21121328116175062,"score_spread":0.19439970230808926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793250728","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067254566,0.002616239,0.0006315902,0.000024785404,0.0010682441,0.00059489766,0.0027894105,0.00006998577,0.9854794],"genre_scores_gemma":[0.25744772,0.018440785,0.001927736,0.0028401187,0.0032654884,0.00019065893,0.014420337,0.0006748081,0.7007924],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982992,0.000013776242,0.00031736618,0.0007288244,0.00026097882,0.00037989646],"domain_scores_gemma":[0.99885523,0.000024939696,0.00027165242,0.0005924977,0.00007894741,0.00017673887],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013637157,0.0005187221,0.0003728428,0.00015427989,0.000118754484,0.000046385157,0.00042763358,0.0005542562,0.0005824927],"category_scores_gemma":[0.000015581762,0.00047321702,0.00030202337,0.000026752728,0.00009798894,0.0000024345645,0.00015631513,0.0002544134,0.00025551158],"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":[0.0006300085,0.00022076459,0.000008514146,0.00040419452,0.00040652158,0.00011098896,0.00013355595,0.000005995776,0.6643949,0.0028595077,0.32946765,0.0013573425],"study_design_scores_gemma":[0.00021665901,0.000590816,6.812421e-7,0.00016247213,0.00006103161,0.000027029566,0.0000085261945,0.000016465343,0.31225705,0.0013309361,0.6848828,0.00044554012],"about_ca_topic_score_codex":0.0000039611864,"about_ca_topic_score_gemma":0.000018815479,"teacher_disagreement_score":0.35541514,"about_ca_system_score_codex":0.000011861096,"about_ca_system_score_gemma":0.000068922236,"threshold_uncertainty_score":0.99977195},"labels":[],"label_agreement":null},{"id":"W4206399219","doi":"10.1007/7089_049","title":"The Architecture and Properties of the Pollen Tube Cell Wall","year":2006,"lang":"en","type":"book-chapter","venue":"Plant cell monographs","topic":"Plant Reproductive Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":72,"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 de Montréal","funders":"","keywords":"Cell wall; Pollen tube; Callose; Biophysics; Chemistry; Turgor pressure; Tip growth; Pectin; Secondary cell wall; Biochemistry; Botany; Biology; Pollen","score_opus":0.0070304747306560835,"score_gpt":0.1603172518455971,"score_spread":0.15328677711494101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206399219","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":[0.44900972,0.13050422,0.000019138877,0.0009375961,0.00093098707,0.0021661203,0.0023785962,0.000045238234,0.4140084],"genre_scores_gemma":[0.6715273,0.010600878,0.00010440538,0.00022508604,0.0004736005,0.00003873821,0.0007031222,0.00009983607,0.316227],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875706,0.00005630014,0.0002712098,0.0005095689,0.0001455426,0.0002602963],"domain_scores_gemma":[0.998957,0.000026433123,0.00025629325,0.00066563406,0.00005335723,0.000041322135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014972435,0.0003406317,0.00026462183,0.000054952823,0.00015778941,0.000019564926,0.00047152248,0.00038983344,0.0000029578048],"category_scores_gemma":[0.000010915208,0.00017631028,0.00020133809,0.000021902835,0.0005237916,0.0000010760642,0.00027822572,0.00029742005,0.000002347741],"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":[0.00036142726,0.000046150584,0.0008473233,0.00018518418,0.00019897793,0.0000057579823,0.00008257248,0.000024304474,0.9672068,0.00034568863,0.029897654,0.0007981815],"study_design_scores_gemma":[0.00018240456,0.00013528987,0.00022012214,0.00004708872,0.00006861566,0.000053821044,0.000010586758,0.0000019486872,0.32068905,0.00046564054,0.6778578,0.00026759817],"about_ca_topic_score_codex":0.00005399895,"about_ca_topic_score_gemma":0.00012592043,"teacher_disagreement_score":0.6479602,"about_ca_system_score_codex":0.00000558203,"about_ca_system_score_gemma":0.000059858656,"threshold_uncertainty_score":0.71897244},"labels":[],"label_agreement":null},{"id":"W4211030720","doi":"10.1007/7089_2008_17","title":"Diversity and Evolution of Plastids and Their Genomes","year":2008,"lang":"en","type":"book-chapter","venue":"Plant cell monographs","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Canadian Institute for Advanced Research","funders":"","keywords":"Plastid; Biology; Algae; Context (archaeology); Phototroph; Green algae; Endosymbiosis; Photosynthesis; Chloroplast; Botany; Evolutionary biology; Protist; Gene; Genetics; Paleontology","score_opus":0.01050602972107782,"score_gpt":0.1567420376671177,"score_spread":0.1462360079460399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211030720","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":[0.92101836,0.037296817,0.0001418389,0.0000069051957,0.000114228395,0.0002875208,0.0022914116,0.000012441899,0.038830444],"genre_scores_gemma":[0.9710346,0.022585932,0.00006472446,0.000017636263,0.000044848395,9.0559286e-7,0.0003047566,0.000010829663,0.0059357774],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994442,0.000009732769,0.000098592296,0.0002669778,0.00006877251,0.00011176125],"domain_scores_gemma":[0.9996467,0.000012862957,0.00010305971,0.00014153094,0.000028618108,0.00006721548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040565697,0.00018588627,0.00019307742,0.00008726787,0.00035405662,0.000003478397,0.00011744528,0.00027487916,0.0000071540253],"category_scores_gemma":[0.0000016696636,0.00017831613,0.00008328189,0.000011773372,0.00022117769,0.0000021727967,0.00088606484,0.0000968068,0.0000010037742],"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":[0.0017202673,0.00023142707,0.8883038,0.0012425135,0.0018088152,0.000109767265,0.0051381974,0.00001666466,0.073440835,0.0050755194,0.018214287,0.0046978667],"study_design_scores_gemma":[0.0052649453,0.0040251147,0.20363635,0.00042892434,0.00091209635,0.0006038117,0.0005153364,0.00010406064,0.102432586,0.00977789,0.6681046,0.004194265],"about_ca_topic_score_codex":0.00003189168,"about_ca_topic_score_gemma":0.000018526805,"teacher_disagreement_score":0.68466747,"about_ca_system_score_codex":0.0000056376175,"about_ca_system_score_gemma":0.000018226241,"threshold_uncertainty_score":0.72715205},"labels":[],"label_agreement":null}]}