{"meta":{"query_hash":"7aa6568c3251","filters":{"venue":"Ethnobotany Research and Applications"},"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/7aa6568c3251","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ethnobotany+Research+and+Applications"},"results":[{"id":"W1494714839","doi":"10.17348/era.3.0.155-166","title":"The Revival of Traditional Practices as a Response to Outsiders’ Demands: The resurgence of natural dye use in San Juan La Laguna, Guatemala","year":2005,"lang":"en","type":"article","venue":"Ethnobotany Research and Applications","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Natural (archaeology); Dyeing; Competition (biology); Textile; Natural dye; Geography; Business; Archaeology; Ecology; Biology","score_opus":0.1383314819510473,"score_gpt":0.4068095686429344,"score_spread":0.2684780866918871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494714839","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":[0.996473,0.00018376578,0.000017349954,0.0008343357,0.000005697526,0.0000046947002,0.000019912359,0.0000019550241,0.002459161],"genre_scores_gemma":[0.99803895,0.00026394989,0.000030750245,0.00014092815,0.0000066711177,0.000006082585,0.000017279883,0.0000026878722,0.001492673],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9996551,0.0001561386,0.000005188127,0.00003120908,0.00003541873,0.0001168637],"domain_scores_gemma":[0.99951553,0.00016320133,0.00013078726,0.000030043164,0.000058199443,0.000102298196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005106932,0.00026004482,0.0001851034,0.00074866664,0.0047199344,0.0018001923,0.00055226753,0.0006544181,0.0020074437],"category_scores_gemma":[0.0007868198,0.00013374891,0.00010366188,0.0012752388,0.004118422,0.00075361924,0.0019848845,0.00068427733,0.0001235474],"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":[0.0002689543,0.00007557147,0.10478263,0.00016442774,0.000018439081,0.0050069476,0.8562783,0.00011362366,0.0058632656,0.0021083986,0.0026204272,0.022699052],"study_design_scores_gemma":[0.000008974862,0.00007738449,0.22189526,0.00006179451,0.000012109784,0.0004290723,0.75582665,0.00008624445,0.0005444375,0.00023091328,0.020808183,0.000018982231],"about_ca_topic_score_codex":0.1697729,"about_ca_topic_score_gemma":0.41835064,"teacher_disagreement_score":0.1697729,"about_ca_system_score_codex":0.0039987606,"about_ca_system_score_gemma":0.001718217,"threshold_uncertainty_score":0.33756942},"labels":[],"label_agreement":null},{"id":"W2136826120","doi":"10.17348/era.9.0.455-462","title":"Staple food choices in Samoa: Do changing dietary trends reflect local food preferences?","year":2012,"lang":"en","type":"article","venue":"Ethnobotany Research and Applications","topic":"Food composition and properties","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Samoan; Staple food; Population; Obesity; Environmental health; Food science; Food choice; Consumption (sociology); Nutrition transition; Medicine; Geography; Biology; Agriculture; Overweight","score_opus":0.1708423903601212,"score_gpt":0.4028208194989005,"score_spread":0.23197842913877928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136826120","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":[0.9987447,0.00016380103,0.000054109325,0.00021159518,0.0000054170014,0.000004789595,0.00018884407,0.0000020306295,0.00062467507],"genre_scores_gemma":[0.9995129,0.00013106698,0.000056263947,0.000060865314,0.0000054197567,0.0000053557105,0.000090270296,0.0000016542082,0.00013622857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997023,0.00012811297,0.000018113084,0.00004963404,0.000029247161,0.00007267808],"domain_scores_gemma":[0.9990908,0.0001957636,0.00036732326,0.000049639835,0.0001256479,0.00017086338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005278292,0.00016563681,0.00017592094,0.00064875395,0.0005654459,0.00076620624,0.00025553335,0.00031959947,0.002590526],"category_scores_gemma":[0.0021958598,0.00016646631,0.0002962558,0.0018823303,0.00041660015,0.0006584301,0.00044998256,0.0003448616,0.00029434304],"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":[0.00007781066,0.0000418056,0.98241454,0.000055526158,0.00004686673,0.00013461015,0.010513366,0.000025324262,0.00041893605,0.000049607515,0.00022108498,0.0060004327],"study_design_scores_gemma":[0.0000013413195,0.000037422094,0.9879309,0.000014996665,0.000008215779,0.000054417163,0.011527021,0.00006271202,0.00003316812,0.000032459655,0.0002928365,0.000004417825],"about_ca_topic_score_codex":0.04389386,"about_ca_topic_score_gemma":0.076904744,"teacher_disagreement_score":0.04389386,"about_ca_system_score_codex":0.00046160258,"about_ca_system_score_gemma":0.00036689235,"threshold_uncertainty_score":0.08727676},"labels":[],"label_agreement":null},{"id":"W2220951037","doi":"10.17348/era.14.0.367-379","title":"Ethnobotanical Survey of Woody Plants in Shorobe and Xobe Villages, Northwest Region of Botswana","year":2015,"lang":"en","type":"article","venue":"Ethnobotany Research and Applications","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Woody plant; Ethnobotany; Geography; Bark (sound); Agroforestry; Indigenous; Fodder; Forestry; Biology; Ecology; Medicinal plants","score_opus":0.20138988849238332,"score_gpt":0.3533488235698863,"score_spread":0.15195893507750297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2220951037","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":[0.9995153,0.00007525922,0.000027856353,0.00001923593,6.3358965e-7,0.000013746656,0.000041763935,6.3893475e-7,0.00030562622],"genre_scores_gemma":[0.9988224,0.00023986516,0.00020702176,0.000034248114,7.083196e-7,0.000032852862,0.00008080197,6.9469957e-7,0.00058136595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999869,0.000037119367,0.000008985971,0.000015748104,0.000019990874,0.000049144608],"domain_scores_gemma":[0.9997296,0.000074487325,0.000082204286,0.000009462012,0.000042150652,0.00006208248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002871143,0.00021440804,0.00019448556,0.0019000736,0.000969618,0.000445374,0.00027326794,0.00022306474,0.0016516407],"category_scores_gemma":[0.00044347032,0.000279022,0.00010231282,0.0019684227,0.0005498208,0.00028656735,0.0006981302,0.00016546318,0.000118183736],"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":[0.00023695707,0.00012201985,0.8702986,0.0005374518,0.000031110652,0.003604575,0.06751578,0.000090608635,0.029276814,0.00033328368,0.00030618338,0.027646715],"study_design_scores_gemma":[0.000009745785,0.00009952757,0.9424009,0.00009598659,0.00000949212,0.00058853923,0.05477307,0.000089928275,0.00031057003,0.000037705966,0.0015774982,0.000007031914],"about_ca_topic_score_codex":0.05108184,"about_ca_topic_score_gemma":0.18264484,"teacher_disagreement_score":0.05108184,"about_ca_system_score_codex":0.0008843813,"about_ca_system_score_gemma":0.0006670404,"threshold_uncertainty_score":0.101569},"labels":[],"label_agreement":null},{"id":"W3127151323","doi":"10.32859/era.21.10.1-41","title":"Andean Mesas and Cosmologies","year":2021,"lang":"en","type":"article","venue":"Ethnobotany Research and Applications","topic":"Latin American history and culture","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Yellow Island Aquaculture (Canada)","funders":"","keywords":"Indigenous; Ethnography; Latin Americans; Focus (optics); Baseline (sea); Function (biology); Ethnology; Geography; Anthropology; Sociology; Ecology; Political science; Law; Biology","score_opus":0.1344187161394882,"score_gpt":0.3533612308739309,"score_spread":0.2189425147344427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127151323","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":[0.27178276,0.074703865,0.0060663274,0.008890732,0.00034066936,0.000046805046,0.0001472763,0.000056881636,0.6379647],"genre_scores_gemma":[0.97914886,0.011412744,0.0011818341,0.00040510533,0.000102635626,0.00004127033,0.000036338573,0.000016157579,0.007655193],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992454,0.0004917278,0.000024978199,0.000084217296,0.000065365384,0.000088318244],"domain_scores_gemma":[0.9995603,0.00019563195,0.00008540344,0.00006433968,0.0000431649,0.000051090185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012452494,0.00029428749,0.00025848064,0.0013306501,0.003031672,0.0044385456,0.00049986155,0.00051205384,0.004593992],"category_scores_gemma":[0.001282328,0.00010791283,0.00012984213,0.0017411751,0.012797421,0.0040197684,0.0031430838,0.0011578283,0.00023419477],"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":[0.00005183757,0.000018328017,0.0029534216,0.00035342146,0.000009765345,0.00020743078,0.08998404,0.00011426534,0.00047046365,0.8739141,0.0012880119,0.030634962],"study_design_scores_gemma":[0.000018538594,0.000046484533,0.016559191,0.0014935115,0.000022806451,0.00082282064,0.20918615,0.00024275131,0.00048406547,0.26582018,0.5052779,0.000025651985],"about_ca_topic_score_codex":0.0025646824,"about_ca_topic_score_gemma":0.004786591,"teacher_disagreement_score":0.004593992,"about_ca_system_score_codex":0.0019290779,"about_ca_system_score_gemma":0.0009021672,"threshold_uncertainty_score":0.015368462},"labels":[],"label_agreement":null},{"id":"W7132848600","doi":"10.32859/era.33.38.1-20","title":"Production potential and mapping of medicinal and aromatic plants in the Azilal forest (central High Atlas of Morocco)","year":2025,"lang":"","type":"article","venue":"Ethnobotany Research and Applications","topic":"Date Palm Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft; Government of Canada","keywords":"Biodiversity; Biomass (ecology); Productivity; Ecosystem; Species richness; Species diversity; Floristics; Mediterranean climate; Forest ecology","score_opus":0.05571287772855959,"score_gpt":0.340369253085741,"score_spread":0.2846563753571814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132848600","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":[0.9986628,0.00035999733,0.00009115423,0.000014502649,0.0000014349409,0.0000063781267,0.0003624387,0.0000030638007,0.0004982607],"genre_scores_gemma":[0.9993,0.000082998435,0.00028545124,0.0000059319163,0.000002290015,0.0000052055007,0.00021226474,6.651232e-7,0.00010522588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998871,0.000021496056,0.000005049146,0.000033048513,0.00001585351,0.000037466554],"domain_scores_gemma":[0.99980015,0.000045961704,0.000083382714,0.0000086840555,0.00003488941,0.00002686799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002740384,0.00023976045,0.00012071984,0.002165217,0.00042502963,0.00034272068,0.0002175326,0.0001243702,0.00097324606],"category_scores_gemma":[0.00024629317,0.000052131523,0.00013232254,0.0010130313,0.00029146174,0.0001631707,0.00029211826,0.0000733879,0.00012271565],"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":[0.0001753847,0.00004090855,0.9470234,0.00015925219,0.00005258596,0.000619641,0.002055223,0.00036728414,0.01611378,0.00015887113,0.00032683567,0.032906912],"study_design_scores_gemma":[0.0000010742846,0.000015607236,0.99856097,0.000008675426,0.000006532862,0.00009314216,0.0005523111,0.00015392585,0.00015740504,0.000013261173,0.00043515733,0.0000019396966],"about_ca_topic_score_codex":0.022229748,"about_ca_topic_score_gemma":0.055432428,"teacher_disagreement_score":0.022229748,"about_ca_system_score_codex":0.0006754443,"about_ca_system_score_gemma":0.00021994728,"threshold_uncertainty_score":0.04420072},"labels":[],"label_agreement":null}]}