{"meta":{"query_hash":"fec6bd6d1631","filters":{"venue":"SpringerBriefs in plant science"},"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/fec6bd6d1631","api":"https://metacan.xera.ac/api/v1/cohort?venue=SpringerBriefs+in+plant+science"},"results":[{"id":"W113395007","doi":"10.1007/978-3-319-00732-8_3","title":"Gynogenesis: An Important Tool for Plant Breeders","year":2013,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in plant science","topic":"Plant tissue culture and regeneration","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 Alberta","funders":"","keywords":"Microspore; Anthesis; Ovule; Pollen; Stamen; Biology; Ploidy; Botany; Sterilization (economics); Horticulture; Genetics; Cultivar","score_opus":0.01813738719153461,"score_gpt":0.23648003151396307,"score_spread":0.21834264432242848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W113395007","genre_codex":"review","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":[0.005871336,0.5308926,0.11823316,0.007524155,0.0071439403,0.00012502124,0.0013002167,0.0015318779,0.3273777],"genre_scores_gemma":[0.02729807,0.32481542,0.07310868,0.003873549,0.002956669,0.00023317398,0.001699694,0.0012953826,0.5647194],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985266,0.00001682742,0.0000058995824,0.000030154497,0.00007911,0.000015393673],"domain_scores_gemma":[0.99991083,0.000046780515,0.000006325309,0.000011929389,0.0000110438295,0.000013049447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043814164,0.00096821896,0.00060236617,0.0010867101,0.00046584057,0.0015364725,0.0010791904,0.0009852181,0.014505283],"category_scores_gemma":[0.00022075365,0.0004465724,0.000421984,0.0009150176,0.0008877149,0.0017979866,0.0013960885,0.003150825,0.011100379],"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":[0.00006970689,0.000054927863,0.00014203547,0.0013927065,0.000016901256,0.00027144147,0.00020735608,0.00055554055,0.09731233,0.065224685,0.089638144,0.7451143],"study_design_scores_gemma":[0.000008930312,0.00003556923,0.00031852824,0.0001725071,0.000009857831,0.0006192661,0.00004435752,0.00017479027,0.014153099,0.009826858,0.9746226,0.000013550991],"about_ca_topic_score_codex":0.00022282028,"about_ca_topic_score_gemma":0.0005436163,"teacher_disagreement_score":0.014505283,"about_ca_system_score_codex":0.00034919532,"about_ca_system_score_gemma":0.00036639252,"threshold_uncertainty_score":0.048525035},"labels":[],"label_agreement":null},{"id":"W2266396115","doi":"10.1007/978-3-319-00732-8_5","title":"Applications and Uses of Haploids","year":2013,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in plant science","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"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 Alberta","funders":"","keywords":"Cultivar; Doubled haploidy; Crop; Geography; Genetic resources; Plant breeding; Agricultural science; Biology; Agronomy; Biotechnology; Horticulture; Ploidy","score_opus":0.01206427058653225,"score_gpt":0.22727392740932714,"score_spread":0.2152096568227949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266396115","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":[0.047493286,0.471141,0.17544195,0.004692558,0.0016398915,0.00027315915,0.0017301234,0.0016619071,0.29592612],"genre_scores_gemma":[0.16873258,0.41781256,0.17041549,0.0029107325,0.00058826146,0.00036818095,0.0030371007,0.0016502542,0.23448488],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994143,0.00011045849,0.000046517114,0.00016993652,0.0002189499,0.00003985397],"domain_scores_gemma":[0.9995833,0.00019343931,0.000022299353,0.00009218845,0.00006605467,0.000042729687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001254739,0.0005896029,0.00051620044,0.0018513482,0.0005324333,0.0021804941,0.0010419819,0.0009536194,0.012166444],"category_scores_gemma":[0.0007722059,0.00048933114,0.00056992826,0.0014656502,0.0009841748,0.001726736,0.0018516796,0.001554341,0.007789697],"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":[0.0002126017,0.000058233538,0.0010353049,0.0013607295,0.00002418131,0.00048440168,0.0008581428,0.00094538,0.13756725,0.039216198,0.009717706,0.8085198],"study_design_scores_gemma":[0.000025761912,0.00013752986,0.0012920968,0.0004476239,0.00003473965,0.0021634144,0.00024825594,0.0004646372,0.09107719,0.014474614,0.8895871,0.000047040863],"about_ca_topic_score_codex":0.00064175663,"about_ca_topic_score_gemma":0.0007857326,"teacher_disagreement_score":0.012166444,"about_ca_system_score_codex":0.0006693272,"about_ca_system_score_gemma":0.00041095391,"threshold_uncertainty_score":0.040700793},"labels":[],"label_agreement":null},{"id":"W2496538729","doi":"10.1007/978-3-319-00732-8","title":"Progress and Opportunities of Doubled Haploid Production","year":2013,"lang":"en","type":"book","venue":"SpringerBriefs in plant science","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"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 Alberta","funders":"","keywords":"Ploidy; Production (economics); Doubled haploidy; Biology; Political science; Genetics; Economics","score_opus":0.024911547382866616,"score_gpt":0.24001600337476814,"score_spread":0.21510445599190153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2496538729","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":[0.018732911,0.68737054,0.043784704,0.006504917,0.004004394,0.00006207221,0.0008095118,0.00050303794,0.2382279],"genre_scores_gemma":[0.09760666,0.69660014,0.04673537,0.0015934745,0.0026592973,0.00009590013,0.0019423243,0.00040114977,0.15236564],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998584,0.000024344634,0.00000995876,0.00003624252,0.000051592422,0.000019335943],"domain_scores_gemma":[0.99979,0.00010672731,0.000011479542,0.000024071323,0.000036293863,0.000031447424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010947385,0.00046471687,0.0004370229,0.0010210274,0.00024331611,0.0013891284,0.0007238514,0.00048334364,0.013722334],"category_scores_gemma":[0.00050402404,0.00031517146,0.00042190982,0.001159903,0.0007747857,0.001788936,0.0009377384,0.0012704132,0.0038047002],"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":[0.00026430367,0.00007244179,0.0007668739,0.0016686266,0.00002926829,0.00023104985,0.00025776532,0.0010228901,0.03745393,0.079057984,0.034963503,0.84421134],"study_design_scores_gemma":[0.00003246538,0.000112229834,0.0020135408,0.00031093243,0.000020463322,0.00048768765,0.000088982924,0.000554047,0.008290536,0.031292357,0.95677316,0.000023600942],"about_ca_topic_score_codex":0.00048178906,"about_ca_topic_score_gemma":0.0005119699,"teacher_disagreement_score":0.013722334,"about_ca_system_score_codex":0.00059821643,"about_ca_system_score_gemma":0.0005057708,"threshold_uncertainty_score":0.04590577},"labels":[],"label_agreement":null},{"id":"W4230591491","doi":"10.1007/978-3-319-00732-8_6","title":"Conclusion","year":2013,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in plant science","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","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 Alberta","funders":"","keywords":"Microspore; Biology; Biotechnology; Doubled haploidy; Ploidy; Genetics; Gene; Botany; Stamen","score_opus":0.012316086769462059,"score_gpt":0.226395627310659,"score_spread":0.21407954054119693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230591491","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":[0.0038205497,0.0021768245,0.006210473,0.03672613,0.0072603733,0.00009938954,0.0016761497,0.00059055723,0.9414395],"genre_scores_gemma":[0.08408567,0.0035168007,0.0068273502,0.043629352,0.0023130926,0.00020782584,0.004002059,0.0009797342,0.8544381],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99795145,0.00030743843,0.00005790976,0.00043309524,0.0009270724,0.0003229944],"domain_scores_gemma":[0.99705434,0.00050952943,0.00009930533,0.000363657,0.0015236158,0.00044952775],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023908515,0.0005008572,0.0003080419,0.0009546694,0.0018812976,0.0048216837,0.0014133852,0.0016209825,0.25378326],"category_scores_gemma":[0.009211732,0.00014924309,0.00063606485,0.00071069243,0.00120638,0.0027359037,0.0022889932,0.002097987,0.0872745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018563824,0.000059961603,0.002598651,0.0004486259,0.000037538473,0.00032921566,0.0012521199,0.00021609254,0.0009519858,0.16571434,0.6261084,0.20209743],"study_design_scores_gemma":[0.000011640764,0.000012474897,0.0010183384,0.00021472364,0.000013650715,0.0001488356,0.0008710539,0.000051225663,0.00050715945,0.01719948,0.9799447,0.0000068296777],"about_ca_topic_score_codex":0.006727264,"about_ca_topic_score_gemma":0.0067934087,"teacher_disagreement_score":0.7462168,"about_ca_system_score_codex":0.0026269197,"about_ca_system_score_gemma":0.0034714362,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4247602441","doi":"10.1007/978-3-319-00732-8_4","title":"Parthenogenesis","year":2013,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in plant science","topic":"Philosophy and History of Science","field":"Arts and Humanities","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 Alberta","funders":"","keywords":"Parthenogenesis; Biology; Fishery","score_opus":0.05312484948544394,"score_gpt":0.2036127481774238,"score_spread":0.15048789869197987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247602441","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":[0.046210036,0.015463345,0.069205575,0.0011321631,0.0014340036,0.00034376277,0.0037247562,0.0016799715,0.86080647],"genre_scores_gemma":[0.24264231,0.01227278,0.016263172,0.0010953677,0.0002254647,0.00029128464,0.0036682896,0.0010684376,0.7224728],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99972016,0.000033513898,0.000009754329,0.000091743656,0.000088186614,0.00005658689],"domain_scores_gemma":[0.99979633,0.000028418552,0.000013719581,0.00008267262,0.000031073152,0.000047737172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040124153,0.0006828698,0.00056676415,0.0010063977,0.0011522927,0.0017006488,0.0010046384,0.0009296741,0.047834255],"category_scores_gemma":[0.00036116422,0.00046253036,0.00066572044,0.00063411274,0.0013647148,0.0010895192,0.0018154875,0.0021190897,0.020606125],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003347848,0.00014713907,0.0009212875,0.00089057913,0.000057877183,0.0011682129,0.0009452284,0.001532812,0.40412387,0.21069291,0.024233073,0.35495228],"study_design_scores_gemma":[0.0000361762,0.00015919896,0.0049406323,0.00033204112,0.000052940177,0.0013721891,0.00019374835,0.0006742975,0.102571175,0.021372098,0.86826164,0.000033999146],"about_ca_topic_score_codex":0.0013712203,"about_ca_topic_score_gemma":0.001824191,"teacher_disagreement_score":0.047834255,"about_ca_system_score_codex":0.0008702239,"about_ca_system_score_gemma":0.001081811,"threshold_uncertainty_score":0.16002148},"labels":[],"label_agreement":null}]}