{"meta":{"query_hash":"2fc9d9a911c0","filters":{"venue":"Proceedings of the National Academy of Sciences India Section B Biological Sciences"},"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/2fc9d9a911c0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+the+National+Academy+of+Sciences+India+Section+B+Biological+Sciences"},"results":[{"id":"W2068009829","doi":"10.1007/s40011-015-0498-9","title":"How Do Climatic Predictors Affect Tree Richness in Western Ghats, India?","year":2015,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences India Section B Biological Sciences","topic":"Forest ecology and management","field":"Environmental Science","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":"China Scholarship Council","keywords":"Species richness; Geography; Ecology; Habitat; Evapotranspiration; Spatial analysis; Precipitation; Biodiversity; Spatial variability; Physical geography; Environmental science; Statistics; Biology; Mathematics","score_opus":0.048652638828592415,"score_gpt":0.2875069516792278,"score_spread":0.23885431285063538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068009829","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":[0.9992901,0.000059937644,0.00002428631,0.0001191417,0.000004553594,0.0000011053011,0.00012706102,0.0000031641914,0.00037074732],"genre_scores_gemma":[0.9997651,0.000029259209,0.000012375607,0.000018111443,0.000004404078,0.0000012750278,0.000085878106,0.0000016316286,0.00008205525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99969876,0.00009144933,0.00001847899,0.000053166146,0.000031979995,0.0001062554],"domain_scores_gemma":[0.99859947,0.00055238244,0.0003027522,0.00009578757,0.00013666324,0.00031298815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036995095,0.0001994294,0.00020430089,0.0006141274,0.0005729192,0.0007572583,0.00048068425,0.0002849151,0.0011616262],"category_scores_gemma":[0.0014746633,0.00020182323,0.00036663326,0.0013172168,0.0009926542,0.00036056992,0.0005429835,0.00050647685,0.0002531385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003572014,0.000015312402,0.9982191,0.000005186112,0.00006194926,0.00006788014,0.0004558481,0.00011138697,0.00019374835,0.00003725876,0.00011753147,0.00067901576],"study_design_scores_gemma":[7.335016e-7,0.0000049540145,0.9991467,0.0000013234684,0.000010546666,0.000021672697,0.000666064,0.00006914189,0.00001394315,0.000013772115,0.000049468083,0.0000017097153],"about_ca_topic_score_codex":0.10817235,"about_ca_topic_score_gemma":0.20392574,"teacher_disagreement_score":0.10817235,"about_ca_system_score_codex":0.0005328511,"about_ca_system_score_gemma":0.00069821335,"threshold_uncertainty_score":0.21508545},"labels":[],"label_agreement":null},{"id":"W2080055870","doi":"10.1007/s40011-015-0519-8","title":"Comparative Study of Physical Factors and Microbial Diversity of Four Man-Made Extreme Ecosystems","year":2015,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences India Section B Biological Sciences","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","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":"Lakehead University","funders":"","keywords":"Extreme environment; Diversity (politics); Ecosystem; Ecology; Ecosystem diversity; Geography; Environmental science; Biology; Sociology; Anthropology; Bacteria; Genetics","score_opus":0.17433825960266983,"score_gpt":0.31578018738910574,"score_spread":0.1414419277864359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080055870","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":[0.9998332,0.00002865668,0.000029029725,0.0000021879864,4.790101e-7,8.856449e-7,0.000014983034,5.1267267e-7,0.00008999574],"genre_scores_gemma":[0.99980205,0.000036001828,0.00004896995,0.0000023008658,0.0000014876941,0.0000012637533,0.000054908272,5.358085e-7,0.000052587966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99981004,0.00004847077,0.0000131854695,0.000046957128,0.000031392443,0.000049921815],"domain_scores_gemma":[0.999703,0.00008604033,0.000055289605,0.000022849437,0.000050535706,0.00008223707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025083497,0.00025876073,0.0002930575,0.0012825491,0.00068500615,0.0006700443,0.00028415496,0.00026194597,0.00048757865],"category_scores_gemma":[0.00041937878,0.00016328837,0.00031911838,0.0009336273,0.0011267026,0.00037463845,0.0006997875,0.00024368482,0.00007840379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039018926,0.0003105145,0.79241836,0.00013056348,0.00053285464,0.0009583768,0.003948847,0.00091409974,0.18315732,0.0006036932,0.00006369409,0.013059792],"study_design_scores_gemma":[0.00001154529,0.00032589596,0.99428505,0.000002512257,0.00005233186,0.00030322198,0.0014526497,0.00031920083,0.0028418887,0.00011982549,0.00027616075,0.000009752056],"about_ca_topic_score_codex":0.0036552397,"about_ca_topic_score_gemma":0.0047786883,"teacher_disagreement_score":0.0036552397,"about_ca_system_score_codex":0.00037712508,"about_ca_system_score_gemma":0.00024965778,"threshold_uncertainty_score":0.0072678924},"labels":[],"label_agreement":null},{"id":"W2142395805","doi":"10.1007/s40011-013-0264-9","title":"Regeneration Pattern of Tree Species in Forested Landscapes of Himachal Pradesh, Western Himalayan Region, India","year":2013,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences India Section B Biological Sciences","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria Heart Institute Foundation","funders":"","keywords":"Quadrat; Regeneration (biology); Forestry; Geography; Seedling; Biology; Ecology; Botany; Transect","score_opus":0.03935417289204598,"score_gpt":0.2682811092762388,"score_spread":0.22892693638419284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142395805","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":[0.999522,0.00002188358,0.000016515285,0.0000068766817,3.9593894e-7,0.0000018176007,0.00008417515,0.0000020651873,0.00034436127],"genre_scores_gemma":[0.99969697,0.000019298284,0.000028255346,0.0000026794355,5.2988224e-7,0.0000018305266,0.00007420738,4.819983e-7,0.00017577347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998779,0.00002957457,0.000010443407,0.000030078802,0.000016929609,0.000034929843],"domain_scores_gemma":[0.9996966,0.00009801811,0.000061914296,0.000027182898,0.00004968808,0.000066564426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000105641004,0.00013762576,0.00012364074,0.0013300114,0.00059415365,0.0004376209,0.00046844524,0.00013631355,0.0011067758],"category_scores_gemma":[0.00037201867,0.0001658644,0.0001794852,0.0014716415,0.000529969,0.00020910687,0.00037179497,0.00016978447,0.00022308878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019428917,0.000077124074,0.9785205,0.000056387093,0.00010592887,0.00069196936,0.0062731192,0.0009802011,0.004989464,0.0003393301,0.0002232681,0.007548433],"study_design_scores_gemma":[0.0000018753344,0.000022088823,0.9979672,0.0000026478958,0.000008881517,0.0001691742,0.0014302158,0.00021651335,0.00007822383,0.000019247005,0.00008013661,0.0000037824748],"about_ca_topic_score_codex":0.04716295,"about_ca_topic_score_gemma":0.12217628,"teacher_disagreement_score":0.04716295,"about_ca_system_score_codex":0.00051880046,"about_ca_system_score_gemma":0.00034844413,"threshold_uncertainty_score":0.09377688},"labels":[],"label_agreement":null},{"id":"W2480697495","doi":"10.1007/s40011-016-0773-4","title":"Characterization and Mosquitocidal Potency of Bacillus thuringiensis Isolate SB1 from the Sundarbans Mangrove, West Bengal, India","year":2016,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences India Section B Biological Sciences","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","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":"Queen's University","funders":"Directorate for Biological Sciences","keywords":"Culex quinquefasciatus; Biology; Bacillus thuringiensis; Aedes aegypti; Mangrove; Veterinary medicine; Microbiology; Larva; Bacteria; Ecology; Medicine; Genetics","score_opus":0.02319418077145234,"score_gpt":0.2609949810924299,"score_spread":0.23780080032097756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2480697495","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":[0.99749255,0.00051258196,0.00012564495,0.000060641218,0.000009642433,0.000014553046,0.00075182994,0.000006911052,0.0010257248],"genre_scores_gemma":[0.9940502,0.0005695633,0.00034518837,0.00003794154,0.000013811412,0.000011422818,0.002853769,0.0000050815356,0.0021129728],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999174,0.000009843881,0.000010551379,0.000013424664,0.000028934763,0.00001973074],"domain_scores_gemma":[0.99987566,0.000027627764,0.000019230205,0.000010951442,0.000045808858,0.000020822932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006496265,0.00031517146,0.00019815491,0.00052201806,0.00025449294,0.00029261693,0.0002016949,0.00011972169,0.0010129055],"category_scores_gemma":[0.00019356408,0.000102877224,0.00022091957,0.0006052306,0.00020597088,0.00013190003,0.00013486219,0.00032155946,0.00037765753],"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":[0.00021010127,0.00010130362,0.010924897,0.000109435416,0.000021268219,0.0002181855,0.00028046424,0.0001399289,0.9828448,0.000045579152,0.000121418016,0.0049825935],"study_design_scores_gemma":[0.00003758295,0.002367737,0.39183718,0.000028150154,0.00021555777,0.0016382225,0.0013664247,0.00049773086,0.593078,0.00005858721,0.008846633,0.000028127884],"about_ca_topic_score_codex":0.012456942,"about_ca_topic_score_gemma":0.009871219,"teacher_disagreement_score":0.012456942,"about_ca_system_score_codex":0.00015074812,"about_ca_system_score_gemma":0.00027589474,"threshold_uncertainty_score":0.024768889},"labels":[],"label_agreement":null},{"id":"W4286486092","doi":"10.1007/s40011-022-01369-9","title":"Post-Harvest Preservation of Whole Kinnow Fruit Using Betel Leaf Extract Coating","year":2022,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences India Section B Biological Sciences","topic":"Phytochemicals and Antioxidant Activities","field":"Medicine","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":"Centennial College","funders":"","keywords":"Betel; Wax; Shelf life; Piper; Antimicrobial; Horticulture; Traditional medicine; Chemistry; Food science; Botany; Biology; Medicine; Nut","score_opus":0.10852731858488532,"score_gpt":0.34227434759813624,"score_spread":0.23374702901325092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286486092","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":[0.9888784,0.0026173047,0.004484597,0.00006828373,0.000072457944,0.000054367014,0.00032071263,0.00006461626,0.003439296],"genre_scores_gemma":[0.9783489,0.0018979835,0.006139774,0.00009908918,0.00001883673,0.00004260078,0.0010876135,0.00005065819,0.012314508],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994266,0.0000032662856,0.0000036973765,0.000016315627,0.000015557245,0.000018468803],"domain_scores_gemma":[0.99994266,0.0000073260644,0.000011194226,0.000010831239,0.000017593364,0.000010329949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102604376,0.0002638927,0.00017946037,0.00013357544,0.00027120375,0.00027060503,0.0001614862,0.00014687654,0.0021560693],"category_scores_gemma":[0.000085707885,0.00010058913,0.00018467236,0.00013479995,0.00011990037,0.00027986817,0.00017045555,0.00038916824,0.00043306992],"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":[0.00006331712,0.000008854493,0.00015220151,0.000020012969,0.0000023337816,0.00003222436,0.000013576067,0.0000103894445,0.9984686,0.0000132725345,0.000016021264,0.0011991704],"study_design_scores_gemma":[0.0000045755683,0.00030045485,0.017209219,0.000011434204,0.000022107326,0.00019475675,0.000053210337,0.00026482498,0.9794668,0.000020398298,0.00244595,0.000006364809],"about_ca_topic_score_codex":0.0007680565,"about_ca_topic_score_gemma":0.0024164335,"teacher_disagreement_score":0.0021560693,"about_ca_system_score_codex":0.00009108841,"about_ca_system_score_gemma":0.00012428021,"threshold_uncertainty_score":0.0072128177},"labels":[],"label_agreement":null}]}