{"meta":{"query_hash":"e98fca37c1f7","filters":{"venue":"Methods in microbiology"},"cohort_total":8,"direct_labels_cover":0,"predictions_cover":8,"exported":8,"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/e98fca37c1f7","api":"https://metacan.xera.ac/api/v1/cohort?venue=Methods+in+microbiology"},"results":[{"id":"W1495358476","doi":"10.1016/s0580-9517(06)36003-5","title":"3 Yeast Transformation","year":2007,"lang":"en","type":"book-chapter","venue":"Methods in microbiology","topic":"Fungal and yeast genetics research","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 Manitoba","funders":"","keywords":"Yeast; Transformation (genetics); Transformation efficiency; Biology; Plasmid; Computational biology; Protocol (science); Genetics; Gene; Agrobacterium","score_opus":0.05225560897869327,"score_gpt":0.391452198560472,"score_spread":0.33919658958177873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495358476","genre_codex":"other","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":[0.028823081,0.013718081,0.38610557,0.0014211348,0.0022837287,0.001661291,0.045225993,0.024504349,0.49625668],"genre_scores_gemma":[0.090021774,0.016567651,0.14465062,0.0013925958,0.00029788015,0.0017150942,0.12373466,0.004862092,0.6167576],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881196,0.00007069692,0.00008209125,0.00024440885,0.0006507911,0.00014009625],"domain_scores_gemma":[0.99985814,0.000018390825,0.00001053949,0.000054578573,0.00004284575,0.000015581883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055226276,0.0018385402,0.001492271,0.0019334143,0.0009489322,0.0022157507,0.0019100569,0.0010083008,0.03297185],"category_scores_gemma":[0.00039299185,0.00065218593,0.0021136678,0.0019360837,0.00039622738,0.0007855839,0.0017365343,0.0030447575,0.052879445],"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":[0.0002821673,0.00035296523,0.00048637437,0.0016065462,0.00008599029,0.00097076874,0.00032073888,0.0012328641,0.67163694,0.042003874,0.06885414,0.21216668],"study_design_scores_gemma":[0.000024088993,0.00006366039,0.0005094704,0.00010356987,0.00005798512,0.00080142415,0.000043123026,0.0005971401,0.246512,0.0036876604,0.74756193,0.000037940197],"about_ca_topic_score_codex":0.0017904575,"about_ca_topic_score_gemma":0.0023864135,"teacher_disagreement_score":0.03297185,"about_ca_system_score_codex":0.0008256375,"about_ca_system_score_gemma":0.0007253001,"threshold_uncertainty_score":0.11030185},"labels":[],"label_agreement":null},{"id":"W1511681634","doi":"10.1016/s0580-9517(06)36017-5","title":"17 Chemical Genomic Tools for Understanding Gene Function and Drug Action","year":2007,"lang":"en","type":"book-chapter","venue":"Methods in microbiology","topic":"Genomics and Chromatin Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"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 Toronto","funders":"National Cancer Institute; National Institutes of Health","keywords":"Biology; Computational biology; Drug discovery; Saccharomyces cerevisiae; Context (archaeology); In vitro toxicology; Function (biology); Eukaryote; Cell function; Gene; Phenotypic screening; Cell; Bioinformatics; Phenotype; In vitro; Genetics; Genome","score_opus":0.07782987937895423,"score_gpt":0.3410031383403405,"score_spread":0.26317325896138627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511681634","genre_codex":"other","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":[0.014471641,0.14546447,0.20712414,0.00984335,0.0038306457,0.00016409549,0.0018520153,0.0017146775,0.6155349],"genre_scores_gemma":[0.13498656,0.13309826,0.1307311,0.0057654805,0.00069258537,0.0004775561,0.0016073849,0.0005183318,0.59212273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99986196,0.000014555639,0.0000047046146,0.0000228648,0.0000817198,0.000014196358],"domain_scores_gemma":[0.99995315,0.000020857779,0.0000052658625,0.000006932125,0.000009453555,0.0000044451695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018172368,0.00053175515,0.00047850108,0.00055405096,0.00036523,0.0009157559,0.0007760751,0.0007285918,0.016242415],"category_scores_gemma":[0.00017323448,0.00036372044,0.00031186864,0.0005444286,0.0011029878,0.0011171029,0.0006303702,0.0013138357,0.0055625057],"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":[0.000060081922,0.00007754001,0.00010623477,0.00069176627,0.000012807292,0.00032010046,0.00016211942,0.0016452206,0.11242844,0.61601835,0.04637862,0.22209871],"study_design_scores_gemma":[0.000013158468,0.00005177252,0.00015653894,0.00008770962,0.000013574728,0.00047067695,0.000048404512,0.0008814659,0.07979583,0.10463503,0.81383,0.000015810143],"about_ca_topic_score_codex":0.00078733836,"about_ca_topic_score_gemma":0.0015363415,"teacher_disagreement_score":0.016242415,"about_ca_system_score_codex":0.00097397424,"about_ca_system_score_gemma":0.0007350704,"threshold_uncertainty_score":0.05433631},"labels":[],"label_agreement":null},{"id":"W1513327032","doi":"10.1016/s0580-9517(02)31019-5","title":"18 Proteomic analysis of phagosomes","year":2002,"lang":"en","type":"book-chapter","venue":"Methods in microbiology","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"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":"Phagosome; Biology; Organelle; Endocytic cycle; Endoplasmic reticulum; Cell biology; Proteomics; Computational biology; Gene; Genetics; Endocytosis; Cell; Phagocytosis","score_opus":0.04758320503214281,"score_gpt":0.38136222588090785,"score_spread":0.33377902084876504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513327032","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":[0.6740699,0.08088668,0.12282954,0.0036323373,0.0019045841,0.00046934513,0.012002254,0.0014891892,0.1027162],"genre_scores_gemma":[0.5603557,0.08066859,0.16776538,0.001504149,0.00059036387,0.00044125703,0.020732181,0.0007335998,0.1672088],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987924,0.00000750151,0.0000078248495,0.000028043356,0.000055603265,0.000021844104],"domain_scores_gemma":[0.99994683,0.000007852365,0.000005258061,0.000005031921,0.000023665778,0.000011290488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014006,0.00046033572,0.00039993704,0.000669192,0.0003773592,0.000581824,0.0004374007,0.0003010127,0.0022724117],"category_scores_gemma":[0.00012585585,0.00020681096,0.00044606248,0.000546435,0.00018851181,0.00043818986,0.00030842656,0.0005299488,0.0023860263],"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":[0.000102445956,0.000032917967,0.00024274374,0.00021525355,0.000012129514,0.00026262228,0.000036017307,0.00008227244,0.9792371,0.00085703767,0.0012626078,0.017656816],"study_design_scores_gemma":[0.0000106063235,0.00011645407,0.009376604,0.00006244262,0.000035518926,0.0021132194,0.00006022023,0.00074974034,0.90976954,0.001503239,0.07618737,0.00001503279],"about_ca_topic_score_codex":0.00075820746,"about_ca_topic_score_gemma":0.0010302892,"teacher_disagreement_score":0.0022724117,"about_ca_system_score_codex":0.0004902815,"about_ca_system_score_gemma":0.0003067875,"threshold_uncertainty_score":0.007601917},"labels":[],"label_agreement":null},{"id":"W1587089803","doi":"10.1016/s0580-9517(06)36016-3","title":"16 High-Throughput Strain Construction and Systematic Synthetic Lethal Screening in","year":2007,"lang":"en","type":"book-chapter","venue":"Methods in microbiology","topic":"Fungal and yeast genetics research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":136,"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 Toronto","funders":"","keywords":"Biology; Gene; Mutant; Saccharomyces cerevisiae; Synthetic lethality; Genetics; Phenotype; Genetic screen; Lethal allele; Computational biology; Synthetic biology; Robustness (evolution); Genome; Model organism; Genetic analysis","score_opus":0.04079028095448186,"score_gpt":0.35730776404152986,"score_spread":0.316517483087048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587089803","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.075852014,0.0055580838,0.8051301,0.0011292476,0.0012052701,0.0021238918,0.03728339,0.030380147,0.041337755],"genre_scores_gemma":[0.124953955,0.008556059,0.6266461,0.0005985191,0.00013870302,0.002611838,0.0996006,0.0065019224,0.13039234],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990539,0.000113746115,0.00011425111,0.00019980206,0.00041992113,0.000098445824],"domain_scores_gemma":[0.9997677,0.000044058983,0.000023665465,0.00009291668,0.00004101473,0.00003061292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090228324,0.0013150207,0.0013898847,0.0012462728,0.00054777967,0.0013051877,0.0019917418,0.00068392395,0.0087270625],"category_scores_gemma":[0.00041355393,0.0009976166,0.0014635727,0.0016463397,0.00050236424,0.00073754275,0.0013779642,0.002077307,0.026091397],"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":[0.0001270907,0.00009563721,0.00018248096,0.00032389959,0.000029353774,0.00013468064,0.00008277722,0.0005043292,0.93976444,0.0024934248,0.009610836,0.046651095],"study_design_scores_gemma":[0.000026332309,0.00011573836,0.0008063617,0.000050666804,0.000050738658,0.0003349574,0.000020416626,0.0018479574,0.8999199,0.0009166802,0.095873974,0.000036371835],"about_ca_topic_score_codex":0.00088165276,"about_ca_topic_score_gemma":0.0022156665,"teacher_disagreement_score":0.0087270625,"about_ca_system_score_codex":0.00057889265,"about_ca_system_score_gemma":0.0006618059,"threshold_uncertainty_score":0.029194951},"labels":[],"label_agreement":null},{"id":"W2893994271","doi":"10.1016/bs.mim.2018.07.004","title":"Measuring Microbial Metabolism in Atypical Environments","year":2018,"lang":"en","type":"book-chapter","venue":"Methods in microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","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":"Toronto Metropolitan University","funders":"Woods Hole Oceanographic Institution","keywords":"Context (archaeology); Subject matter; Biochemical engineering; Divergence (linguistics); Forcing (mathematics); Computer science; Engineering; Biology; Physics; Psychology; Atmospheric sciences","score_opus":0.04999695606925666,"score_gpt":0.3028081391486608,"score_spread":0.25281118307940414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893994271","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076617,0.07941982,0.8145939,0.0018578264,0.005228397,0.00017339792,0.0025556567,0.0040502143,0.08445904],"genre_scores_gemma":[0.041587446,0.07537516,0.5854623,0.0026192327,0.0019454707,0.00097390066,0.0035523016,0.002126854,0.2863574],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992348,0.0000689154,0.000025731575,0.00017780576,0.00046717847,0.00002558444],"domain_scores_gemma":[0.99962187,0.0002072262,0.000022533686,0.00006148045,0.00006199853,0.00002488274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007185418,0.0012572244,0.00097133126,0.0008934767,0.00027893766,0.0012400545,0.001926806,0.0012670495,0.009348437],"category_scores_gemma":[0.00096875976,0.00064377364,0.0004629737,0.0013182196,0.00078857766,0.0024822555,0.0018420246,0.0018727116,0.009896526],"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":[0.000070536225,0.000084581734,0.00064238935,0.00137249,0.00003414489,0.00009853804,0.0001469375,0.0012916382,0.18839444,0.03027523,0.04732353,0.73026556],"study_design_scores_gemma":[0.000015576408,0.00012690242,0.0031269023,0.00053693657,0.00003732231,0.0012285691,0.00012171926,0.0073445854,0.24469464,0.09004953,0.6526009,0.000116400144],"about_ca_topic_score_codex":0.00022927007,"about_ca_topic_score_gemma":0.00054181664,"teacher_disagreement_score":0.009348437,"about_ca_system_score_codex":0.0004716388,"about_ca_system_score_gemma":0.00031821243,"threshold_uncertainty_score":0.031273603},"labels":[],"label_agreement":null},{"id":"W2941066425","doi":"10.1016/bs.mim.2019.03.002","title":"Applications of nanotechnology in food microbiology","year":2019,"lang":"en","type":"book-chapter","venue":"Methods in microbiology","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Food packaging; Active packaging; Food industry; Shelf life; Applications of nanotechnology; Plastic packaging; Biopolymer; Nanotechnology; Food safety; Food products; Food waste; Biotechnology; Materials science; Waste management; Biochemical engineering; Food science; Engineering; Biology; Polymer; Composite material","score_opus":0.020154477159729525,"score_gpt":0.31508186972741475,"score_spread":0.29492739256768524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941066425","genre_codex":"other","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":[0.002200715,0.39609084,0.04875729,0.002035447,0.00616718,0.00012392575,0.00019699358,0.00046377524,0.5439638],"genre_scores_gemma":[0.008976855,0.22529262,0.045091975,0.001386516,0.0016264475,0.00018121583,0.00030578906,0.00026104538,0.7168775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997173,0.00003299183,0.000012761011,0.000047218608,0.00017022456,0.000019580184],"domain_scores_gemma":[0.9998591,0.00008332809,0.0000067158308,0.000011883513,0.000030120864,0.00000887862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029221686,0.001265008,0.0008950283,0.0017985068,0.0007948678,0.002276749,0.0009793255,0.0013066957,0.02263903],"category_scores_gemma":[0.00027972757,0.00066402415,0.00054702914,0.0015233576,0.0008332855,0.0026935684,0.0012654383,0.0022844025,0.012532599],"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":[0.000042288957,0.00023531001,0.00010668047,0.0024869812,0.000019916579,0.00030531388,0.0004993711,0.0009216823,0.0581857,0.17392106,0.104920834,0.6583548],"study_design_scores_gemma":[0.0000029158657,0.000035869303,0.000117280615,0.00033536373,0.000005525979,0.0003196572,0.000060986946,0.0003544595,0.0073561072,0.026869088,0.964531,0.00001178917],"about_ca_topic_score_codex":0.0003950122,"about_ca_topic_score_gemma":0.0013751482,"teacher_disagreement_score":0.02263903,"about_ca_system_score_codex":0.0007628447,"about_ca_system_score_gemma":0.00061112095,"threshold_uncertainty_score":0.07573509},"labels":[],"label_agreement":null},{"id":"W4382518783","doi":"10.1016/bs.mim.2023.05.004","title":"Investigating inter-kingdom interaction between oral Streptococcus mutans and Candida species in mixed-species biofilms","year":2023,"lang":"en","type":"book-chapter","venue":"Methods in microbiology","topic":"Oral microbiology and periodontitis research","field":"Dentistry","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":"Children's Hospital Research Institute of Manitoba; University of Manitoba","funders":"","keywords":"Biofilm; Streptococcus mutans; Microbiology; Biology; Dental plaque; Candida albicans; Corpus albicans; Antimicrobial; Candida dubliniensis; Bacteria; Genetics","score_opus":0.13742877709817336,"score_gpt":0.410051695151064,"score_spread":0.27262291805289063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382518783","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":[0.7864908,0.11771164,0.023222478,0.0011546896,0.0006039727,0.0001069772,0.00060024654,0.00013895266,0.0699702],"genre_scores_gemma":[0.8119674,0.051452033,0.04240585,0.00059547817,0.00014841337,0.00014431476,0.00078125566,0.00007897524,0.092426345],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999105,0.000015932133,0.0000036908034,0.000020678717,0.000035103498,0.000014161119],"domain_scores_gemma":[0.99994814,0.000030187533,0.000004593566,0.0000027345748,0.000008420723,0.0000058701303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017649033,0.0001952775,0.00026236387,0.0002770461,0.00028522682,0.0006699587,0.00037081374,0.00042972618,0.0020065105],"category_scores_gemma":[0.0001563509,0.00014613,0.00029947155,0.00042190394,0.00020501121,0.0007118698,0.0005066439,0.00056632457,0.00057234085],"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":[0.00012912515,0.000056001136,0.0015551429,0.0004615708,0.00001835024,0.00026872652,0.00049625954,0.00018473566,0.9313559,0.0034538142,0.0010775377,0.060942862],"study_design_scores_gemma":[0.0000141443425,0.0010576262,0.06058996,0.0002850624,0.00015098872,0.0020313258,0.0028791376,0.0041261334,0.8430818,0.0097181415,0.076014414,0.00005130728],"about_ca_topic_score_codex":0.0007306976,"about_ca_topic_score_gemma":0.0019927307,"teacher_disagreement_score":0.0020065105,"about_ca_system_score_codex":0.00026095484,"about_ca_system_score_gemma":0.00019462506,"threshold_uncertainty_score":0.0067124367},"labels":[],"label_agreement":null},{"id":"W76515871","doi":"10.1016/bs.mim.2014.05.003","title":"Identification of Conserved Indels that are Useful for Classification and Evolutionary Studies","year":2014,"lang":"en","type":"book-chapter","venue":"Methods in microbiology","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Biology; Phylogenetic tree; Taxon; Evolutionary biology; Synapomorphy; Indel; Phylogenetics; Taxonomic rank; Identification (biology); Biological classification; Phylogenetic nomenclature; Molecular phylogenetics; Computational biology; Genetics; Gene; Paleontology; Ecology; Clade","score_opus":0.10223364780808077,"score_gpt":0.36516394122109685,"score_spread":0.2629302934130161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W76515871","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2866533,0.04315405,0.60271245,0.0015163902,0.0016670522,0.00047043143,0.012530693,0.004986065,0.046309635],"genre_scores_gemma":[0.24729963,0.015805855,0.6779539,0.00069164933,0.0005841117,0.00028716557,0.021914396,0.0014548567,0.03400839],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974626,0.000026276837,0.000020064374,0.00011070212,0.000075614415,0.000021203403],"domain_scores_gemma":[0.9994018,0.00027524238,0.000106928404,0.00008282912,0.000086584754,0.000046565045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006567439,0.0005631002,0.0008155948,0.002042237,0.0004312747,0.0010210425,0.0009829224,0.0006362482,0.0052266074],"category_scores_gemma":[0.0010966084,0.000275176,0.00058251567,0.002924765,0.00048675836,0.001256201,0.00052024744,0.001454344,0.0036900067],"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":[0.00039742823,0.00015928078,0.005771239,0.0015672996,0.00008420712,0.0009724488,0.00033251813,0.0013789692,0.51381993,0.010933512,0.006090878,0.4584923],"study_design_scores_gemma":[0.00009336758,0.0005959803,0.058027986,0.0008532648,0.00052828126,0.010998549,0.0005917028,0.020030616,0.5428034,0.0550913,0.31017694,0.00020864986],"about_ca_topic_score_codex":0.00033963998,"about_ca_topic_score_gemma":0.0006304949,"teacher_disagreement_score":0.0052266074,"about_ca_system_score_codex":0.0002558766,"about_ca_system_score_gemma":0.0003637199,"threshold_uncertainty_score":0.017484784},"labels":[],"label_agreement":null}]}