{"meta":{"query_hash":"1c5f742ac997","filters":{"venue":"Ecological research monographs"},"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/1c5f742ac997","api":"https://metacan.xera.ac/api/v1/cohort?venue=Ecological+research+monographs"},"results":[{"id":"W10147413","doi":"10.1007/978-4-431-53918-6_6","title":"Key Elements of Foliar Function","year":2011,"lang":"en","type":"book-chapter","venue":"Ecological research monographs","topic":"Ecology and Vegetation Dynamics Studies","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":"McGill University","funders":"","keywords":"Photosynthesis; Biology; Longevity; Specific leaf area; Trait; Botany; Dry matter; Photosynthetic capacity; Interspecific competition; Horticulture","score_opus":0.09582172880732034,"score_gpt":0.32593012612379696,"score_spread":0.23010839731647661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W10147413","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008272501,0.00019913996,0.00009984763,0.00008297712,0.0001624097,0.0005216611,0.000023914696,0.00003439534,0.99060315],"genre_scores_gemma":[0.44527546,0.0023807397,0.00069471373,0.0001377826,0.000047573547,0.00014459554,0.000035933863,0.000034537366,0.55124867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997851,0.00013001547,0.00044515615,0.00049060996,0.00058522675,0.00049799075],"domain_scores_gemma":[0.9989011,0.00037972425,0.00019966338,0.0003021543,0.00008140273,0.00013593485],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014472246,0.0002152383,0.0003446509,0.00022280736,0.0003182976,0.000009490457,0.00040013413,0.00049265753,0.02805568],"category_scores_gemma":[0.00020542297,0.00017679342,0.00019854608,0.00013617448,0.0014718109,0.00007858505,0.0006984533,0.000787256,0.0021612018],"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":[0.00034349557,0.00059773144,0.13619265,0.000060948823,0.00050698314,0.00005291248,0.00036209324,0.000030441717,0.000072563795,0.7987904,0.048484683,0.014505092],"study_design_scores_gemma":[0.00024672938,0.0014321139,0.20951413,0.000020421337,0.00003738181,9.541968e-7,0.000025576815,0.000040752468,0.000010854324,0.68419605,0.10425059,0.00022442832],"about_ca_topic_score_codex":0.000023858376,"about_ca_topic_score_gemma":0.00056996936,"teacher_disagreement_score":0.4393545,"about_ca_system_score_codex":0.000119637625,"about_ca_system_score_gemma":0.000019157682,"threshold_uncertainty_score":0.99861574},"labels":[],"label_agreement":null},{"id":"W104914433","doi":"10.1007/978-4-431-53918-6_5","title":"Phylogenetic Variation in Leaf Longevity","year":2011,"lang":"en","type":"book-chapter","venue":"Ecological research monographs","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","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":"McGill University","funders":"","keywords":"Longevity; Phylogenetic tree; Biology; Variation (astronomy); Evolutionary biology; Genetics; Physics","score_opus":0.09142365904553255,"score_gpt":0.32263552863734574,"score_spread":0.23121186959181317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W104914433","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050440256,0.0002921232,0.00004452469,0.00023446105,0.00012299484,0.000727494,0.000012920889,0.000039332936,0.9480859],"genre_scores_gemma":[0.8273751,0.0024006742,0.00041543166,0.00013516302,0.00004077656,0.00018207154,0.00002050543,0.000027086739,0.16940315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976075,0.00024834514,0.00036846614,0.00068614987,0.00046850657,0.00062097504],"domain_scores_gemma":[0.99876046,0.00061760674,0.00011288626,0.00032903827,0.00004194387,0.00013804478],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018758645,0.00024432238,0.00034802503,0.00030148344,0.0002966027,0.000020635836,0.00045382633,0.00066822214,0.016153496],"category_scores_gemma":[0.0003408522,0.00021282224,0.00013213087,0.00020638938,0.0012047217,0.00007448893,0.0006912054,0.0012278521,0.0031601484],"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":[0.00034817698,0.0015270504,0.6263373,0.0000916977,0.00029378833,0.0006014804,0.0019051579,0.000672121,0.0002793342,0.32042593,0.016452571,0.031065404],"study_design_scores_gemma":[0.00015452516,0.00032332022,0.6975597,0.000011623735,0.00000794294,0.0000013291726,0.0000059929826,0.000112784066,0.0000017838922,0.29097646,0.010657587,0.0001869447],"about_ca_topic_score_codex":0.000084419844,"about_ca_topic_score_gemma":0.0048132185,"teacher_disagreement_score":0.7786827,"about_ca_system_score_codex":0.00029898153,"about_ca_system_score_gemma":0.000025882779,"threshold_uncertainty_score":0.997616},"labels":[],"label_agreement":null},{"id":"W2184155424","doi":"10.1007/978-4-431-53918-6_2","title":"Leaves: Evolution, Ontogeny, and Death","year":2011,"lang":"en","type":"book-chapter","venue":"Ecological research monographs","topic":"Plant Diversity and Evolution","field":"Agricultural and Biological Sciences","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":"McGill University","funders":"","keywords":"Gymnosperm; Biology; Evergreen; Plant evolution; Botany; Fern; Extant taxon; Deciduous; Convergent evolution; Evolutionary biology; Phylogenetics","score_opus":0.1902672744941053,"score_gpt":0.2822043636339306,"score_spread":0.09193708913982529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2184155424","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15653758,0.0026195424,0.000005108833,0.0005645786,0.00015128021,0.00071564724,0.0005033493,0.00018450005,0.8387184],"genre_scores_gemma":[0.7514821,0.006906693,0.00010650212,0.00012640645,0.0003773935,0.00002835597,0.00030531874,0.0000032456865,0.24066395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977919,0.00013716293,0.00022867262,0.0006344964,0.0005402163,0.0006675502],"domain_scores_gemma":[0.9986916,0.0005543018,0.000082584746,0.00009159626,0.00022383397,0.00035605708],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009828712,0.00025970774,0.00032535117,0.00010016599,0.0007986057,0.00007871531,0.0004580662,0.00076662615,0.003984949],"category_scores_gemma":[0.00015436746,0.00010621551,0.00019189427,0.00013409606,0.00045198385,0.00012548918,0.00047570432,0.00089237094,0.00058534683],"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":[0.0004185357,0.00036866366,0.032276936,0.000044291202,0.00021694656,0.00027598286,0.00011897264,3.4653493e-7,0.0013227405,0.8289317,0.08279702,0.05322785],"study_design_scores_gemma":[0.000104535735,0.0010534055,0.29579276,0.000051129326,0.000023004714,0.000016816082,0.000059186375,0.000004936719,0.000010208149,0.2914574,0.41108167,0.00034493706],"about_ca_topic_score_codex":0.00030005776,"about_ca_topic_score_gemma":0.0013773699,"teacher_disagreement_score":0.59805447,"about_ca_system_score_codex":0.000113475784,"about_ca_system_score_gemma":0.000025027792,"threshold_uncertainty_score":0.99692553},"labels":[],"label_agreement":null},{"id":"W2904447235","doi":"10.1007/978-981-13-2327-0_10","title":"Social Learning Driven by Collaboration in the Canadian Network of UNESCO Biosphere Reserves","year":2018,"lang":"en","type":"book-chapter","venue":"Ecological research monographs","topic":"Sustainability and Climate Change Governance","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":true,"ca_institutions":"Royal Roads University; University of Saskatchewan","funders":"","keywords":"Biosphere; Environmental resource management; Geography; Environmental science; Ecology; Biology","score_opus":0.07074925358469124,"score_gpt":0.35036509374586533,"score_spread":0.2796158401611741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904447235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54152614,0.00037731405,3.5713418e-7,0.0038436188,0.00005521432,0.0010786318,0.00007559655,0.000017110515,0.45302603],"genre_scores_gemma":[0.95301884,0.00067916274,0.000041851155,0.00012969098,0.00015845262,0.00011347926,0.00009713718,0.000023318395,0.045738075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969535,0.0005599718,0.00031429334,0.0004557071,0.0009341839,0.0007823828],"domain_scores_gemma":[0.9987865,0.0005394466,0.00015765885,0.00025377638,0.00012314049,0.0001394722],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030055076,0.0001865256,0.0002747868,0.000057577163,0.00083397416,0.000099047895,0.0007904212,0.0005811789,0.009579629],"category_scores_gemma":[0.0006355125,0.00013953703,0.00010574799,0.00067855994,0.0020386544,0.00010984775,0.00030733686,0.001158093,0.00015192514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021401818,0.00020807321,0.13737644,0.000088251116,0.0000481091,0.000121716235,0.011853779,0.00063849904,0.00003721703,0.02143054,0.8262509,0.0017324222],"study_design_scores_gemma":[0.0002535535,0.0009707705,0.090442896,0.000058851718,0.000009551598,7.869094e-7,0.006985254,0.000116338764,0.0000072086514,0.07998032,0.8208474,0.00032707505],"about_ca_topic_score_codex":0.018766062,"about_ca_topic_score_gemma":0.75790256,"teacher_disagreement_score":0.7391365,"about_ca_system_score_codex":0.0009945298,"about_ca_system_score_gemma":0.00017979783,"threshold_uncertainty_score":0.99132574},"labels":[],"label_agreement":null},{"id":"W86280298","doi":"10.1007/978-4-431-53918-6_1","title":"Foliar Habit and Leaf Longevity","year":2011,"lang":"en","type":"book-chapter","venue":"Ecological research monographs","topic":"Leaf Properties and Growth Measurement","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Longevity; Habit; Horticulture; Biology; Psychology; Social psychology; Genetics","score_opus":0.23950252190062718,"score_gpt":0.2975685091301925,"score_spread":0.058065987229565325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W86280298","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069131956,0.00569648,9.473484e-7,0.0025961073,0.00018760914,0.0013553367,0.00010607745,0.00016010321,0.9207654],"genre_scores_gemma":[0.5853296,0.00940803,0.00007675418,0.00054655713,0.00063438306,0.00016306834,0.000070959606,0.000008802077,0.40376183],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687487,0.00020844289,0.00036211955,0.00084514846,0.0008545869,0.00085484673],"domain_scores_gemma":[0.9984793,0.00046270326,0.000100805744,0.00017064832,0.00032058056,0.00046592765],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001973597,0.00036389794,0.00048006355,0.00006644044,0.00061996706,0.00014779196,0.00059359835,0.0007089886,0.008193265],"category_scores_gemma":[0.00025169482,0.00012309468,0.00027561138,0.00013191267,0.0008327994,0.00009185017,0.00066481135,0.001241975,0.00047797302],"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":[0.00047941977,0.00057355064,0.0075103897,0.00011832843,0.0002799855,0.00024695715,0.00014621193,1.3341409e-7,0.0023718502,0.21788019,0.06279096,0.707602],"study_design_scores_gemma":[0.00013377724,0.0020765667,0.05677354,0.00006911949,0.000020909958,0.0000062497725,0.000029379644,0.0000020334674,0.00008788898,0.16009304,0.78027964,0.00042787424],"about_ca_topic_score_codex":0.00016847941,"about_ca_topic_score_gemma":0.0008564164,"teacher_disagreement_score":0.71748865,"about_ca_system_score_codex":0.00006904663,"about_ca_system_score_gemma":0.000021852564,"threshold_uncertainty_score":0.9927134},"labels":[],"label_agreement":null}]}