{"meta":{"query_hash":"7b835a6df153","filters":{"venue":"Web Ecology"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"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/7b835a6df153","api":"https://metacan.xera.ac/api/v1/cohort?venue=Web+Ecology"},"results":[{"id":"W2070739793","doi":"10.5194/we-14-27-2014","title":"Ecological boundaries: a derivative of ecological entities","year":2014,"lang":"en","type":"article","venue":"Web Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Boundary (topology); Hierarchy; Computer science; Ecology; Population; Ecological systems theory; Identification (biology); Data science; Sociology; Biology; Mathematics; Political science","score_opus":0.008492841320822429,"score_gpt":0.2252219813676962,"score_spread":0.21672914004687377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070739793","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":[0.11671703,0.0074714874,0.3242702,0.017918918,0.00123083,0.00022707036,0.00047343044,0.000286167,0.53140485],"genre_scores_gemma":[0.9367981,0.0014059757,0.04921568,0.0010587543,0.00027241957,0.00021224539,0.00023667683,0.00010779208,0.010692414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99427223,0.002904485,0.00045536787,0.0008841535,0.0010852145,0.00039849774],"domain_scores_gemma":[0.9893783,0.0047553303,0.0015998391,0.0016347399,0.0016369334,0.0009948439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004837399,0.00037709504,0.00058683753,0.0035127047,0.004457154,0.008702877,0.0015876588,0.002397025,0.0065265233],"category_scores_gemma":[0.014278597,0.0003906098,0.0007370527,0.0034964173,0.03220896,0.022112751,0.009119788,0.0038521492,0.0007105729],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000776971,0.00000290409,0.0005711576,0.00003512952,0.000002881015,0.00005533084,0.002426001,0.00015913814,0.000104581544,0.99301237,0.0005630848,0.0030596582],"study_design_scores_gemma":[0.00000924621,0.000020780097,0.0016405061,0.00016014832,0.000018339753,0.00037588534,0.0045210226,0.0014112608,0.00027703363,0.9134373,0.07810489,0.000023628301],"about_ca_topic_score_codex":0.002544345,"about_ca_topic_score_gemma":0.0024067848,"teacher_disagreement_score":0.008702877,"about_ca_system_score_codex":0.0031212769,"about_ca_system_score_gemma":0.002415682,"threshold_uncertainty_score":0.02558291},"labels":[],"label_agreement":null},{"id":"W2071334589","doi":"10.5194/we-9-54-2009","title":"David and Goliath: comparative use of facilitation and competition studies in the plant ecology literature","year":2009,"lang":"en","type":"article","venue":"Web Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Ecology; Facilitation; Competition (biology); Citation; Plant ecology; Community; Biology; Ecosystem; Political science","score_opus":0.0514413714280528,"score_gpt":0.2943668690064229,"score_spread":0.2429254975783701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071334589","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15994155,0.7099097,0.006963613,0.057314068,0.006525352,0.00016762511,0.0028070079,0.00014291865,0.05622818],"genre_scores_gemma":[0.8005998,0.17279989,0.012287732,0.005146021,0.004515376,0.0003018639,0.0010465046,0.00015773682,0.0031450172],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9485139,0.02686156,0.006722389,0.002970821,0.013851664,0.0010796615],"domain_scores_gemma":[0.5188621,0.39154148,0.031526525,0.010096202,0.0431048,0.004868871],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.05646358,0.0005181639,0.0014513223,0.09639097,0.0027570638,0.010106011,0.0013749085,0.0015058445,0.0051600444],"category_scores_gemma":[0.24790496,0.00029189276,0.00092332973,0.07808462,0.00641544,0.010181881,0.0064159962,0.0010780246,0.0005384738],"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":[0.0015227124,0.000084057036,0.14832097,0.032848842,0.003096246,0.000871875,0.032037735,0.0007117061,0.0023055363,0.13201012,0.067068964,0.57912123],"study_design_scores_gemma":[0.0003387549,0.0005675401,0.34375885,0.037766963,0.0036729441,0.0064239367,0.028534813,0.0018830075,0.0027535353,0.07127736,0.5026006,0.00042171835],"about_ca_topic_score_codex":0.0030811615,"about_ca_topic_score_gemma":0.006733059,"teacher_disagreement_score":0.9435364,"about_ca_system_score_codex":0.003996964,"about_ca_system_score_gemma":0.0042867973,"threshold_uncertainty_score":0.29861152},"labels":[],"label_agreement":null},{"id":"W2082641117","doi":"10.5194/we-10-44-2010","title":"A systematic review of the recent ecological literature on cushion plants: champions of plant facilitation","year":2010,"lang":"en","type":"review","venue":"Web Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Ecology; Facilitation; Microclimate; Ecosystem engineer; Shrub; Cushion; Ecosystem; Arid; Environmental resource management; Biology; Geography; Environmental science","score_opus":0.01764461997815742,"score_gpt":0.27544591260336754,"score_spread":0.2578012926252101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082641117","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":[0.00033599805,0.9988789,0.000064302316,0.00019838607,0.000084395484,0.000017490696,0.00005434073,0.0000026547773,0.00036353874],"genre_scores_gemma":[0.0023644231,0.99699104,0.00024895967,0.00014355831,0.00003861433,0.000024816922,0.0000540001,0.0000010709715,0.00013350185],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99854016,0.00040803748,0.00041799917,0.00016657091,0.0004019874,0.000065218905],"domain_scores_gemma":[0.9912884,0.005611244,0.0015051079,0.000110229776,0.0013011891,0.00018369728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032003606,0.0009189161,0.0026709489,0.011534378,0.00044957292,0.0015952786,0.000989485,0.001090803,0.003980192],"category_scores_gemma":[0.00981788,0.00055818935,0.0013517947,0.01565297,0.0005232208,0.002320156,0.0009174712,0.00066543405,0.0005077038],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009711853,0.000023456938,0.0009255284,0.6183689,0.0010921137,0.00038856396,0.0005562377,0.00016901047,0.0006654282,0.0011321765,0.012188546,0.36439288],"study_design_scores_gemma":[0.00006691326,0.00017314912,0.013720023,0.6014403,0.007967822,0.0015945967,0.0010447633,0.00011048683,0.00046548733,0.001126082,0.37223524,0.00005510132],"about_ca_topic_score_codex":0.0052095978,"about_ca_topic_score_gemma":0.022958564,"teacher_disagreement_score":0.011534378,"about_ca_system_score_codex":0.0017015712,"about_ca_system_score_gemma":0.007826816,"threshold_uncertainty_score":0.016925335},"labels":[],"label_agreement":null},{"id":"W2096573823","doi":"10.5194/we-10-23-2010","title":"Judging the quality of our research: a self-assessment test","year":2010,"lang":"en","type":"article","venue":"Web Ecology","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","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":"York University; Queen's University","funders":"National Science Foundation","keywords":"Test (biology); Quality (philosophy); Psychology; Biology; Ecology","score_opus":0.8565971464854185,"score_gpt":0.6560180743454863,"score_spread":0.2005790721399322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096573823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6539381,0.02715988,0.19175458,0.020467032,0.0060471534,0.031888068,0.00555666,0.0018433228,0.061345283],"genre_scores_gemma":[0.7844066,0.0026796884,0.17649643,0.0032911513,0.0012240518,0.02794109,0.0019244298,0.00023797064,0.0017986144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.76052606,0.109436795,0.069565125,0.010522162,0.048235305,0.0017145273],"domain_scores_gemma":[0.16984105,0.6981155,0.037712656,0.021221047,0.06901746,0.0040923054],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.26704603,0.0014773555,0.00477972,0.015965002,0.0023987633,0.0038041852,0.002255306,0.004552957,0.0048087165],"category_scores_gemma":[0.6083497,0.0009208066,0.0084845815,0.006790887,0.0065692794,0.0065747523,0.0076147285,0.0031337407,0.0010381775],"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":[0.02022804,0.002741024,0.48120168,0.032135714,0.040315047,0.0012664729,0.019410867,0.0052062017,0.009870629,0.022295378,0.049681135,0.31564778],"study_design_scores_gemma":[0.016750256,0.01960161,0.42753553,0.021760134,0.034522977,0.0066602677,0.020990556,0.089652166,0.02335439,0.1916598,0.14398265,0.0035296544],"about_ca_topic_score_codex":0.00039439643,"about_ca_topic_score_gemma":0.000825486,"teacher_disagreement_score":0.73295397,"about_ca_system_score_codex":0.0023963682,"about_ca_system_score_gemma":0.0024287202,"threshold_uncertainty_score":0.9038627},"labels":[],"label_agreement":null},{"id":"W2128068124","doi":"10.5194/we-13-43-2013","title":"The ecosystem: research and practice in North America","year":2013,"lang":"en","type":"article","venue":"Web Ecology","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Ecology; Ecosystem; Trophic level; Ecosystem ecology; Environmental resource management; Politics; Corporate governance; Commission; Environmental ethics; Political science; Biology; Environmental science; Business; Law","score_opus":0.015158394345162616,"score_gpt":0.253367365239123,"score_spread":0.2382089708939604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128068124","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043696817,0.50047034,0.007282626,0.24312828,0.0018881401,0.000059650072,0.00019059482,0.00014487968,0.20313868],"genre_scores_gemma":[0.6942681,0.24906361,0.017502755,0.020910097,0.00095361803,0.0001893096,0.00012933972,0.000100275174,0.016882848],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99416554,0.0033799799,0.00033560887,0.0007964629,0.0010242371,0.00029817355],"domain_scores_gemma":[0.9825858,0.009691005,0.0010322215,0.0014313827,0.003493091,0.001766654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012681937,0.00028401683,0.00041557717,0.004233404,0.007072593,0.011642438,0.0014483333,0.003358482,0.0036934917],"category_scores_gemma":[0.012785197,0.0003563652,0.0002115071,0.00934891,0.020008534,0.007026209,0.006052787,0.0031319207,0.0002551312],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035639172,0.00012609133,0.011142525,0.001374287,0.0000409087,0.0007858494,0.08690239,0.0010631863,0.0006876302,0.4894451,0.0632717,0.34512478],"study_design_scores_gemma":[0.000009746393,0.000024943509,0.023912612,0.0053553046,0.000017290587,0.00030585876,0.049375437,0.0006401147,0.00024406334,0.15481395,0.765262,0.000038564023],"about_ca_topic_score_codex":0.088251546,"about_ca_topic_score_gemma":0.14587548,"teacher_disagreement_score":0.91174847,"about_ca_system_score_codex":0.018961346,"about_ca_system_score_gemma":0.037374962,"threshold_uncertainty_score":0.17547572},"labels":[],"label_agreement":null},{"id":"W2136558017","doi":"10.5194/we-12-27-2012","title":"A perspective on the importance of within-tree variation in mortality risk for a leaf-mining insect","year":2012,"lang":"en","type":"article","venue":"Web Ecology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Mitacs; National Science Foundation","keywords":"Gracillariidae; Biology; Herbivore; Abiotic component; Lepidoptera genitalia; Canopy; Ecology; Fagaceae; Insect; Biotic component; Population; Demography","score_opus":0.028338642552839802,"score_gpt":0.25671204359770605,"score_spread":0.22837340104486625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136558017","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":[0.64978653,0.07983138,0.03576188,0.14551938,0.0013371863,0.000040728337,0.0024939796,0.000163631,0.08506532],"genre_scores_gemma":[0.98440117,0.006406753,0.0021283766,0.0040006917,0.00071259326,0.0000116943265,0.0001957364,0.000020200414,0.0021228595],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991634,0.00032722423,0.000022257465,0.00029235927,0.0001048915,0.000089782305],"domain_scores_gemma":[0.99608684,0.0021952395,0.00034510434,0.00032437645,0.00068747805,0.0003609533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026559024,0.0004647264,0.00070872856,0.0010402342,0.0007126562,0.002498537,0.00097558,0.001322451,0.0029362943],"category_scores_gemma":[0.0038028609,0.00014847235,0.00031647703,0.0007134818,0.0022471822,0.0015910283,0.0004703388,0.0015783559,0.0002930508],"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":[0.00084977003,0.0003783825,0.51214427,0.00068397145,0.0011691266,0.0015694458,0.0034784959,0.011721845,0.027506888,0.2237625,0.018410327,0.19832502],"study_design_scores_gemma":[0.000025991123,0.0005581758,0.8054007,0.00036813648,0.00023239164,0.0010934458,0.004731512,0.008300611,0.0013370463,0.12983187,0.048009105,0.00011099804],"about_ca_topic_score_codex":0.014924804,"about_ca_topic_score_gemma":0.02183385,"teacher_disagreement_score":0.014924804,"about_ca_system_score_codex":0.0015722055,"about_ca_system_score_gemma":0.0008445466,"threshold_uncertainty_score":0.029675841},"labels":[],"label_agreement":null},{"id":"W2149355698","doi":"10.5194/we-14-61-2014","title":"Comment on "Opinion paper: Forest management and biodiversity": the role of protected areas is greater than the sum of its number of species","year":2014,"lang":"en","type":"article","venue":"Web Ecology","topic":"Forest Management and Policy","field":"Environmental Science","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":"Simon Fraser University","funders":"Fakulta Lesnická a Drevarská, Česká Zemědělská Univerzita v Praze; Česká Zemědělská Univerzita v Praze","keywords":"Biodiversity; Ecology; Environmental resource management; Biology; Geography; Environmental science","score_opus":0.014794097491153044,"score_gpt":0.21660300053096873,"score_spread":0.2018089030398157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149355698","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017730048,0.00038699125,0.00009489632,0.975785,0.02032234,0.000026546431,0.00033578498,0.000026257683,0.0028448217],"genre_scores_gemma":[0.0011355667,0.00034476822,0.00014495406,0.9822996,0.009846991,0.00004731593,0.000066266526,0.000020080372,0.0060944827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947778,0.00060981,0.0005592287,0.00092029537,0.0023466623,0.00078614365],"domain_scores_gemma":[0.9863876,0.006019043,0.0011390361,0.00040809513,0.004618253,0.0014279936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049873525,0.0008567015,0.0017334677,0.0009741473,0.0047832197,0.0046029235,0.004415596,0.06537879,0.028060101],"category_scores_gemma":[0.029771002,0.0011402582,0.0020876175,0.0015385316,0.0054055694,0.0058657527,0.0027441918,0.046958376,0.023018282],"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":[0.000035227637,0.000007934814,0.00012109483,0.00006444141,0.00000790838,0.00017528007,0.00011020848,0.000020625452,0.00011353264,0.0018053654,0.9957705,0.0017679267],"study_design_scores_gemma":[0.00008070506,0.00004085918,0.0022413179,0.00035053803,0.00004278482,0.00028049835,0.000814365,0.00021600924,0.00038775205,0.009484049,0.9859783,0.00008270611],"about_ca_topic_score_codex":0.035319477,"about_ca_topic_score_gemma":0.043022007,"teacher_disagreement_score":0.06537879,"about_ca_system_score_codex":0.00652618,"about_ca_system_score_gemma":0.007947485,"threshold_uncertainty_score":0.0938704},"labels":[],"label_agreement":null},{"id":"W4387335705","doi":"10.5194/we-23-99-2023","title":"Pollination supply models from a local to global scale","year":2023,"lang":"en","type":"article","venue":"Web Ecology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Agencia Estatal de Investigación; Royal Commission for the Exhibition of 1851; Environmental Protection Agency; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministerio de Universidades; Fonds Wetenschappelijk Onderzoek; U.S. Department of Agriculture; Irish Research Council; Eidgenössische Technische Hochschule Zürich; Comunidad de Madrid; Stiftung Mercator Schweiz; Svenska Forskningsrådet Formas; Fundação para a Ciência e a Tecnologia; Deutscher Akademischer Austauschdienst; Ontario Ministry of Agriculture, Food and Rural Affairs; Science Foundation Ireland; Eva Crane Trust; European Commission; Bijzonder Onderzoeksfonds UGent; Canada First Research Excellence Fund; Deutsche Forschungsgemeinschaft; Alexander von Humboldt-Stiftung; Weston Family Foundation; Department of Agriculture, Philippines; State Horticultural Association of Pennsylvania","keywords":"Scale (ratio); Pollination; Food supply; Ecology; Geography; Biology; Computer science; Environmental science; Cartography; Pollen","score_opus":0.03560230338981899,"score_gpt":0.2206569312282791,"score_spread":0.1850546278384601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387335705","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":[0.92649263,0.0005691818,0.061837934,0.00087799015,0.000037949634,0.000038153936,0.005570415,0.00046789538,0.004107721],"genre_scores_gemma":[0.9855655,0.00016945755,0.0084025655,0.0000944883,0.00002036958,0.000062083345,0.0041280393,0.0000773582,0.0014801841],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997929,0.00006581421,0.000012206422,0.000087972614,0.000017113818,0.000024043104],"domain_scores_gemma":[0.9987286,0.0008146678,0.00018577454,0.00009405172,0.00011659982,0.000060369704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083167275,0.0005659865,0.0003992236,0.00082030206,0.00017978785,0.000780366,0.00081946066,0.0010752149,0.0025938868],"category_scores_gemma":[0.002564713,0.00032192355,0.0010290752,0.0009999236,0.00035875867,0.0011864998,0.0006818618,0.0006645645,0.00044533832],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020197309,0.00001955066,0.013553012,0.000024943416,0.000044851284,0.000045258876,0.00002703789,0.98222244,0.0002505362,0.00082947477,0.0005056946,0.0024569517],"study_design_scores_gemma":[0.0000069726093,0.000009932604,0.0051807044,0.000007273151,0.000008994411,0.0000146995,0.000022693413,0.9928189,0.000070939685,0.00144481,0.00040909098,0.000004920331],"about_ca_topic_score_codex":0.017727578,"about_ca_topic_score_gemma":0.011849853,"teacher_disagreement_score":0.017727578,"about_ca_system_score_codex":0.00078661245,"about_ca_system_score_gemma":0.00032180359,"threshold_uncertainty_score":0.035248816},"labels":[],"label_agreement":null},{"id":"W4407186222","doi":"10.5194/we-25-29-2025","title":"Biodiversity futures: digital approaches to knowledge and conservation of biological diversity","year":2025,"lang":"en","type":"article","venue":"Web Ecology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Strong","keywords":"Futures contract; Biodiversity; Diversity (politics); Biodiversity conservation; Ecology; Environmental resource management; Geography; Biology; Environmental science; Business; Sociology","score_opus":0.09827750400896876,"score_gpt":0.2363291398659869,"score_spread":0.13805163585701813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407186222","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":[0.0049956962,0.055672705,0.13688363,0.24392849,0.00423864,0.0002637251,0.0006319633,0.0005129302,0.55287224],"genre_scores_gemma":[0.5256914,0.14413644,0.20923077,0.02997066,0.006073225,0.0013505344,0.001157089,0.00040116155,0.08198876],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9947956,0.0032261743,0.00021554633,0.00040271063,0.0010135099,0.00034646023],"domain_scores_gemma":[0.98965186,0.0069237235,0.0004914698,0.0011368406,0.00070086285,0.001095159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011046934,0.0009299921,0.0007382639,0.007904842,0.0054071075,0.022426747,0.003013207,0.006541028,0.018563801],"category_scores_gemma":[0.008575968,0.0004276506,0.0009667266,0.0065655336,0.024807898,0.03051854,0.016791094,0.0062264595,0.0019760234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070595934,0.000018645194,0.00014962094,0.00034758495,0.0000108757185,0.000088875015,0.0015289881,0.00045068862,0.00010843846,0.9463378,0.012214385,0.038737055],"study_design_scores_gemma":[0.0000069579933,0.000011781843,0.00017471045,0.0011442841,0.00001029038,0.00012690458,0.00419728,0.0008550336,0.00018237316,0.67174643,0.32152793,0.000016106205],"about_ca_topic_score_codex":0.003588308,"about_ca_topic_score_gemma":0.004666859,"teacher_disagreement_score":0.022426747,"about_ca_system_score_codex":0.008114754,"about_ca_system_score_gemma":0.00900937,"threshold_uncertainty_score":0.06210214},"labels":[],"label_agreement":null},{"id":"W4415604055","doi":"10.5194/we-25-201-2025","title":"User interface design principles for peer-to-peer distributed databases for ecological citizen science projects","year":2025,"lang":"en","type":"article","venue":"Web Ecology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Citizen science; Interface (matter); Key (lock); Sustainability; User interface; Authentication (law); Resilience (materials science); End user","score_opus":0.09315649468842165,"score_gpt":0.3404264456682424,"score_spread":0.24726995097982074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415604055","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":[0.0061258394,0.00019909628,0.9881911,0.0005489518,0.000051526647,0.00053816166,0.0000353248,0.0018791856,0.002430734],"genre_scores_gemma":[0.14285842,0.00024112489,0.8498999,0.0004324944,0.000061926825,0.001801286,0.0001743615,0.00080706825,0.0037234614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9656974,0.021806221,0.0035479006,0.0021283587,0.005731446,0.0010885852],"domain_scores_gemma":[0.9521868,0.025948526,0.0017139679,0.008508327,0.009747894,0.0018944142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03492888,0.0011949382,0.0010613322,0.0017340413,0.0018708025,0.010850168,0.0058014537,0.004243626,0.0057952525],"category_scores_gemma":[0.07143898,0.0019367307,0.0015543455,0.00119642,0.003183676,0.010298897,0.007039656,0.0039198585,0.0027796202],"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":[0.001410229,0.0007510699,0.006543118,0.0026721382,0.00026609408,0.0018478574,0.035786077,0.023413576,0.035614435,0.56475484,0.020439966,0.30650064],"study_design_scores_gemma":[0.00075431657,0.0011592108,0.0029817612,0.0018405124,0.00037064034,0.0026596368,0.005944095,0.38574573,0.028285617,0.25619656,0.31361523,0.00044668806],"about_ca_topic_score_codex":0.001431537,"about_ca_topic_score_gemma":0.0009795704,"teacher_disagreement_score":0.03492888,"about_ca_system_score_codex":0.0016893133,"about_ca_system_score_gemma":0.0016451144,"threshold_uncertainty_score":0.18472373},"labels":[],"label_agreement":null}]}