{"meta":{"query_hash":"41164cec5f1a","filters":{"venue":"Advances in the study of behavior"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"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/41164cec5f1a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Advances+in+the+study+of+behavior"},"results":[{"id":"W103016686","doi":"10.1016/s0065-3454(08)00002-8","title":"Chapter 2 Social Foraging and the Study of Exploitative Behavior","year":2008,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":122,"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; Université du Québec à Montréal","funders":"","keywords":"Foraging; Provisioning; Population; Resource (disambiguation); Optimal foraging theory; Ecology; Diversity (politics); Biology; Computer science; Sociology; Demography","score_opus":0.04088363794732961,"score_gpt":0.3438105686371988,"score_spread":0.30292693068986914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W103016686","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":[0.0039553726,0.17377014,0.026749229,0.00830039,0.0037591576,0.00008395661,0.00024449863,0.00015511102,0.7829821],"genre_scores_gemma":[0.058070026,0.16449866,0.023618584,0.0034576806,0.005361963,0.00019225768,0.00048177008,0.00019850364,0.74412054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99988484,0.000023031145,0.0000038074359,0.000025826374,0.00005107958,0.000011276704],"domain_scores_gemma":[0.9998559,0.00008124042,0.000008886741,0.00001249004,0.000027231652,0.000014249594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018785437,0.0006127975,0.00047492151,0.00066751166,0.0005403844,0.0019041952,0.00066424726,0.0013013775,0.01904153],"category_scores_gemma":[0.0004589744,0.00019832673,0.00044307378,0.001018764,0.0010792474,0.0016268232,0.00060936215,0.0016590189,0.005324654],"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":[0.000023063782,0.0000988704,0.00035151857,0.00071589556,0.000020075404,0.00013637167,0.0008446267,0.0018257626,0.0018890165,0.6124963,0.2004039,0.18119456],"study_design_scores_gemma":[0.000004236807,0.000020679694,0.0006811491,0.00038755705,0.000009280108,0.00025801826,0.00016775166,0.0009356132,0.00033732012,0.27410573,0.72308356,0.000009147498],"about_ca_topic_score_codex":0.00119606,"about_ca_topic_score_gemma":0.002020269,"teacher_disagreement_score":0.01904153,"about_ca_system_score_codex":0.00069038686,"about_ca_system_score_gemma":0.00086341734,"threshold_uncertainty_score":0.06370032},"labels":[],"label_agreement":null},{"id":"W122563336","doi":"10.1016/s0065-3454(09)39004-x","title":"Chapter 4 Strategies for Social Learning","year":2009,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Social learning; Construct (python library); Psychology; Empirical research; Cognitive psychology; Artificial intelligence; Test (biology); Machine learning; Computer science; Knowledge management; Mathematics","score_opus":0.04781039400179196,"score_gpt":0.3052088196566839,"score_spread":0.2573984256548919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W122563336","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":[0.0015097266,0.010382108,0.018518874,0.0029557277,0.0005359668,0.00004994326,0.00004563351,0.00011904831,0.9658829],"genre_scores_gemma":[0.07168585,0.016939428,0.0281265,0.0012054857,0.0005879177,0.0002398514,0.00015548064,0.00014149763,0.880918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998485,0.000050309005,0.000005057124,0.000028431123,0.00004904523,0.000018756642],"domain_scores_gemma":[0.9998803,0.000046651006,0.00000786976,0.000021359241,0.000024258514,0.000019502342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003125023,0.0006703253,0.00023441613,0.00047909375,0.0008707245,0.0022723242,0.0010263035,0.0011374636,0.039966896],"category_scores_gemma":[0.0004910291,0.00016343196,0.00031973538,0.0003418822,0.0020539244,0.0017801541,0.0010079896,0.0015171393,0.00915173],"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":[0.0000070197552,0.000029272509,0.000068969304,0.000084838626,0.000005191676,0.00003746468,0.00052758976,0.00045678645,0.00050313567,0.8757296,0.034320693,0.08822941],"study_design_scores_gemma":[0.000005217755,0.00002188708,0.00022227522,0.0001808916,0.0000040579685,0.00010856855,0.00025859856,0.0005539386,0.00037963307,0.4035699,0.59468776,0.0000072383073],"about_ca_topic_score_codex":0.0010806636,"about_ca_topic_score_gemma":0.0022202767,"teacher_disagreement_score":0.039966896,"about_ca_system_score_codex":0.0012022761,"about_ca_system_score_gemma":0.0008576265,"threshold_uncertainty_score":0.13370264},"labels":[],"label_agreement":null},{"id":"W1501421553","doi":"10.1016/s0065-3454(02)80010-9","title":"How to vocally identify kin in a crowd: The penguin model","year":2002,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":217,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Polar Knowledge Canada","keywords":"Pygoscelis; Zoology; Biology; Nest (protein structural motif); Ecology; Communication; Geography; Foraging; Psychology","score_opus":0.04503980282063574,"score_gpt":0.3374302101536745,"score_spread":0.2923904073330388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501421553","genre_codex":"methods","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":[0.15899174,0.021271102,0.42986447,0.023942927,0.0025437772,0.000104396146,0.00025551178,0.0005431174,0.362483],"genre_scores_gemma":[0.8259793,0.0053479774,0.06415637,0.0017169606,0.0003504803,0.00009933277,0.00007793567,0.000089785564,0.102181844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99991727,0.00003428376,0.0000016960033,0.000022537508,0.000012783798,0.000011438435],"domain_scores_gemma":[0.99986184,0.00007256618,0.000009874211,0.000011326659,0.000012438727,0.00003200038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002061483,0.00046704346,0.0004079556,0.0001699231,0.0006556404,0.0012888722,0.0008876527,0.0017450566,0.0037643085],"category_scores_gemma":[0.00063827797,0.00016844511,0.00026763868,0.00013924317,0.001593102,0.001577522,0.00059175515,0.0010366866,0.0012224911],"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":[0.00020924279,0.00010739756,0.0022438103,0.00027429254,0.00008661528,0.0011430312,0.001689637,0.03268483,0.014202054,0.77880687,0.028776072,0.13977613],"study_design_scores_gemma":[0.000045561894,0.0001406731,0.0019080685,0.000077538876,0.00008654329,0.0014351571,0.0012236364,0.14902516,0.0024666365,0.7892432,0.054272864,0.000074943055],"about_ca_topic_score_codex":0.0023011565,"about_ca_topic_score_gemma":0.0030145568,"teacher_disagreement_score":0.0037643085,"about_ca_system_score_codex":0.00032131953,"about_ca_system_score_gemma":0.0002799605,"threshold_uncertainty_score":0.012592852},"labels":[],"label_agreement":null},{"id":"W1537114337","doi":"10.1016/s0065-3454(03)01007-6","title":"Cognitive Ecology: Foraging in Hummingbirds as a Model System","year":2003,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Foraging; Hummingbird; Captivity; Ecology; Biology; Behavioral ecology; Zoology; Cognition","score_opus":0.0539851252010008,"score_gpt":0.2787353945125455,"score_spread":0.22475026931154468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537114337","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":[0.6815036,0.013458164,0.1725305,0.0033105123,0.0004056281,0.000041550516,0.00017926957,0.0003389746,0.12823178],"genre_scores_gemma":[0.95942324,0.0022399796,0.02732063,0.0002443572,0.00008995865,0.00004013883,0.000055390057,0.000035184632,0.010551028],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9999758,0.000011435092,5.1844955e-7,0.0000051325974,0.000003312688,0.000003870019],"domain_scores_gemma":[0.99993753,0.000029700106,0.000006091675,0.000005464767,0.0000051140546,0.000016053866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001150755,0.000326433,0.00028429207,0.00016259913,0.00022488009,0.00065809063,0.0004915325,0.000447434,0.0012515981],"category_scores_gemma":[0.00024958805,0.00007293407,0.00023125275,0.00018195217,0.0006363461,0.0006070255,0.00028476762,0.00043740173,0.00014958158],"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":[0.00014212343,0.00014515506,0.0073998906,0.00036745463,0.00015794179,0.00061902235,0.0018244694,0.082451984,0.02496187,0.7771408,0.013138553,0.091650695],"study_design_scores_gemma":[0.000031321604,0.00015658862,0.014111624,0.00005408741,0.00007988236,0.0005776434,0.0005574893,0.3139044,0.0020232839,0.64788824,0.020578897,0.000036573434],"about_ca_topic_score_codex":0.0021331771,"about_ca_topic_score_gemma":0.0028341047,"teacher_disagreement_score":0.0021331771,"about_ca_system_score_codex":0.0002963411,"about_ca_system_score_gemma":0.00019911969,"threshold_uncertainty_score":0.004241526},"labels":[],"label_agreement":null},{"id":"W1572050908","doi":"10.1016/s0065-3454(03)01005-2","title":"From Dwarf Hamster to Daddy: The Intersection of Ecology, Evolution, and Physiology That Produces Paternal Behavior","year":2003,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":54,"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":"","keywords":"Paternal care; Biology; Obligate; Ecology; Zoology; Habitat; Evolutionary ecology; Offspring","score_opus":0.03308528622399263,"score_gpt":0.3352832191161119,"score_spread":0.30219793289211927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572050908","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":[0.6353798,0.15270835,0.010627434,0.007314197,0.0021603403,0.00004901637,0.0006288664,0.0005231233,0.1906089],"genre_scores_gemma":[0.8366862,0.056246474,0.0078822365,0.0031707028,0.0005363911,0.000038398044,0.00045129907,0.00020149072,0.09478681],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99996936,0.000004604958,0.000001813949,0.000010971096,0.00000691379,0.000006307012],"domain_scores_gemma":[0.99995685,0.00000877922,0.000007080196,0.0000061046862,0.000004068258,0.00001713036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102393045,0.00021990159,0.00032170909,0.00024816312,0.0004841626,0.00056298403,0.00025338697,0.0002847424,0.0011863343],"category_scores_gemma":[0.00010197358,0.00014734096,0.00014005866,0.00019424167,0.00093679095,0.00042026278,0.00052636897,0.0009761908,0.00042406117],"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":[0.00092302635,0.00017280101,0.023348931,0.0007775204,0.00010437311,0.0067451396,0.005875699,0.00081934454,0.40780404,0.18366367,0.018742736,0.35102272],"study_design_scores_gemma":[0.000116725016,0.001622832,0.17445408,0.00047967143,0.00034511602,0.02092439,0.0035016104,0.0011213261,0.107120775,0.09382654,0.59636766,0.00011933079],"about_ca_topic_score_codex":0.0015880906,"about_ca_topic_score_gemma":0.0036653888,"teacher_disagreement_score":0.0015880906,"about_ca_system_score_codex":0.00043661485,"about_ca_system_score_gemma":0.00044514902,"threshold_uncertainty_score":0.0039687157},"labels":[],"label_agreement":null},{"id":"W1588492515","doi":"10.1016/s0065-3454(10)41007-4","title":"How Many Ways Can Mouse Behavioral Experiments Go Wrong? Confounding Variables in Mouse Models of Neurodegenerative Diseases and How to Control Them","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Neuroendocrine regulation and behavior","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Neuroscience; Psychology; Affect (linguistics); Sensory system","score_opus":0.06237769910546213,"score_gpt":0.3444207692112243,"score_spread":0.28204307010576213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588492515","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026641019,0.17097732,0.7150391,0.05092809,0.011067476,0.00043644288,0.0018212228,0.007427203,0.015662119],"genre_scores_gemma":[0.068897866,0.12776694,0.7275349,0.04106813,0.0029772327,0.0021001024,0.0012750824,0.004298186,0.02408164],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9935474,0.0029821969,0.00054259156,0.0008028005,0.0019315433,0.00019350907],"domain_scores_gemma":[0.98482287,0.009850228,0.0018818484,0.0019689375,0.0011477794,0.00032836344],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019660661,0.0020102176,0.0027683289,0.0012424813,0.0006673069,0.0029880549,0.0026818682,0.002592896,0.002945118],"category_scores_gemma":[0.016503507,0.0012551323,0.0014948886,0.0014378622,0.0044935243,0.0035922814,0.0014172635,0.008518742,0.0016885727],"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":[0.0013521874,0.0006366125,0.0071534947,0.0045332666,0.0012807089,0.0006947728,0.00096482335,0.0020389091,0.30100712,0.12156926,0.08251045,0.4762584],"study_design_scores_gemma":[0.00045900408,0.0013395164,0.017139588,0.0029858951,0.0022607478,0.002800621,0.00066412886,0.006042829,0.25219715,0.31022832,0.40319452,0.00068773667],"about_ca_topic_score_codex":0.0011332403,"about_ca_topic_score_gemma":0.0036856006,"teacher_disagreement_score":0.98033935,"about_ca_system_score_codex":0.0010911645,"about_ca_system_score_gemma":0.0011663106,"threshold_uncertainty_score":0.103976786},"labels":[],"label_agreement":null},{"id":"W1669139414","doi":"10.1016/s0065-3454(10)41006-2","title":"Calling in the Face of Danger","year":2010,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Animal Vocal Communication and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Begging; Eavesdropping; Alarm signal; Provisioning; Predation; ALARM; Affect (linguistics); Psychology; Paternal care; Nest (protein structural motif); Vulnerability (computing); Distress; Computer security; Biology; Developmental psychology; Offspring; Communication; Ecology; Computer science; Telecommunications; Pregnancy","score_opus":0.03205902223584972,"score_gpt":0.33546551705602745,"score_spread":0.30340649482017773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1669139414","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":[0.03401147,0.046531647,0.035396777,0.010638279,0.0035113234,0.000039919993,0.00007974437,0.0005595299,0.8692314],"genre_scores_gemma":[0.3664741,0.03342474,0.028276427,0.0053494587,0.0035226904,0.000068050016,0.00019263221,0.00040004734,0.5622918],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9997985,0.000039780833,0.000005827232,0.000028295271,0.00009587917,0.00003175775],"domain_scores_gemma":[0.99984705,0.000053768108,0.00001553752,0.000022071607,0.00001860868,0.000042966392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003207961,0.00039447105,0.0003772443,0.000280851,0.0007508501,0.0020349186,0.0008939987,0.001705349,0.0068035284],"category_scores_gemma":[0.0007771027,0.00015237844,0.00025314384,0.00019265283,0.0018131903,0.0017552618,0.0011369458,0.0024954719,0.004046594],"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":[0.00019779617,0.000065916865,0.0009500665,0.00034109378,0.000028961203,0.00079210877,0.0049648876,0.0017940097,0.08009365,0.31927943,0.055361982,0.53613],"study_design_scores_gemma":[0.000017134349,0.00022536526,0.006700633,0.00042254553,0.000033196106,0.002681731,0.0026055875,0.0040030354,0.009763506,0.16516739,0.808297,0.0000829339],"about_ca_topic_score_codex":0.00041009023,"about_ca_topic_score_gemma":0.0011075463,"teacher_disagreement_score":0.0068035284,"about_ca_system_score_codex":0.00025487418,"about_ca_system_score_gemma":0.00045590266,"threshold_uncertainty_score":0.022760093},"labels":[],"label_agreement":null},{"id":"W174006160","doi":"10.1016/b978-0-12-394288-3.00003-4","title":"The Evolution of Inbred Social Systems in Spiders and Other Organisms","year":2012,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":40,"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 British Columbia","funders":"","keywords":"Sociality; Inbreeding; Inbreeding depression; Biology; Inbreeding avoidance; Biological dispersal; Mating system; Spider; Zoology; Allee effect; Eusociality; Ecology; Evolutionary biology; Mate choice; Mating; Population; Demography","score_opus":0.012741926739773361,"score_gpt":0.2748335987586256,"score_spread":0.26209167201885225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W174006160","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":[0.5592638,0.12271344,0.057319745,0.004635232,0.00055886625,0.000059915154,0.00023614278,0.00021729538,0.25499558],"genre_scores_gemma":[0.82632357,0.057009548,0.054611698,0.0010012985,0.0006710927,0.00006258748,0.00028400306,0.00015018423,0.05988599],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999826,0.000046265766,0.0000061267315,0.00004243351,0.000058057285,0.000021165837],"domain_scores_gemma":[0.99984884,0.00008029681,0.000022706005,0.000013446564,0.000015683205,0.000018846858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040751018,0.00029623826,0.00022445274,0.00047311187,0.0004752059,0.0008140431,0.00045672976,0.0005465864,0.0015496373],"category_scores_gemma":[0.000536743,0.00019375888,0.00022119863,0.0005364093,0.0016272926,0.0007956329,0.000631198,0.0009865528,0.0003126307],"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":[0.00007573525,0.000088712775,0.009577915,0.00026676178,0.00008511636,0.0005387688,0.0026192956,0.0023283148,0.07034718,0.2829493,0.0040638805,0.627059],"study_design_scores_gemma":[0.00004032155,0.00031779875,0.12473546,0.00029054118,0.00012808456,0.005290807,0.0010011751,0.0044738217,0.021169418,0.45586506,0.38653404,0.00015341867],"about_ca_topic_score_codex":0.00075080106,"about_ca_topic_score_gemma":0.0026227117,"teacher_disagreement_score":0.0015496373,"about_ca_system_score_codex":0.0004029632,"about_ca_system_score_gemma":0.00022239493,"threshold_uncertainty_score":0.0051840544},"labels":[],"label_agreement":null},{"id":"W1848961756","doi":"10.1016/s0065-3454(07)37006-x","title":"Sexual Conflict and the Evolution of Breeding Systems in Shorebirds","year":2007,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sexual conflict; Biology; Geography; Sexual selection; Ecology; Evolutionary biology","score_opus":0.04699074395108054,"score_gpt":0.2921964704191302,"score_spread":0.24520572646804967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1848961756","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":[0.6359072,0.12509456,0.012530032,0.0033814602,0.00020503304,0.000022357633,0.00018387074,0.00008693858,0.2225886],"genre_scores_gemma":[0.9318258,0.025944727,0.0062261834,0.00029547937,0.0002468587,0.000022807662,0.00024432756,0.000052796826,0.035141014],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9999167,0.000029797848,0.0000029793714,0.000016623811,0.000023561004,0.000010287937],"domain_scores_gemma":[0.9998016,0.000117362004,0.000033819695,0.000010439422,0.000016646154,0.000020079975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021694993,0.00021613401,0.00019965696,0.00038825985,0.0003636031,0.0009547158,0.0005298569,0.00040712673,0.0022731535],"category_scores_gemma":[0.00059894443,0.00016510338,0.0001225448,0.00071828405,0.0012699069,0.0007281361,0.00046149764,0.00059244956,0.00026986175],"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":[0.00021464852,0.0001088942,0.054727886,0.0003927329,0.00017681715,0.0009707764,0.0077270046,0.016178273,0.02461454,0.2491656,0.014927275,0.6307955],"study_design_scores_gemma":[0.00005188407,0.00026299225,0.3989732,0.00029398382,0.000122046426,0.0037052024,0.0035125678,0.013634542,0.0034154782,0.35791576,0.21800736,0.0001050072],"about_ca_topic_score_codex":0.0034933235,"about_ca_topic_score_gemma":0.008469339,"teacher_disagreement_score":0.0034933235,"about_ca_system_score_codex":0.00043890267,"about_ca_system_score_gemma":0.00023901137,"threshold_uncertainty_score":0.00760442},"labels":[],"label_agreement":null},{"id":"W2908547997","doi":"10.1016/bs.asb.2018.12.002","title":"Cowbird cognition: Examinations of the mental skills of a brood parasite","year":2019,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Animal Vocal Communication and Behavior","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":"Wilfrid Laurier University","funders":"","keywords":"Brood parasite; Cowbird; Animal cognition; Cognition; Nest (protein structural motif); Biology; Parasitism; Ecology; Host (biology); Psychology","score_opus":0.019109335869231338,"score_gpt":0.3173182927785815,"score_spread":0.2982089569093501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908547997","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":[0.81194234,0.020523878,0.0036934773,0.0012849929,0.000112555346,0.000018850184,0.00022105739,0.00006648896,0.16213636],"genre_scores_gemma":[0.9338605,0.006421285,0.0038555095,0.00024840227,0.000047773574,0.000020587173,0.00019315317,0.000020879212,0.05533206],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99998534,0.0000034874392,3.7217234e-7,0.0000033296617,0.0000051562206,0.000002401094],"domain_scores_gemma":[0.99994934,0.00002225756,0.0000077380655,0.0000038691933,0.0000072428816,0.000009526138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000073762916,0.00021242912,0.00007692748,0.00020994854,0.00015323533,0.0003854526,0.00019090234,0.00022386969,0.0023955454],"category_scores_gemma":[0.0001786334,0.000056994537,0.00006590077,0.00012735475,0.00044121675,0.0003224405,0.00019687167,0.0003798168,0.0002430358],"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":[0.00075243,0.00031400067,0.053759627,0.00082742044,0.00015550418,0.001362111,0.010362774,0.0013029322,0.23081255,0.079581395,0.021724353,0.5990449],"study_design_scores_gemma":[0.000010914889,0.0006621733,0.8559948,0.00015658051,0.00007483504,0.0010532575,0.002996048,0.00140971,0.023230001,0.022061635,0.09232205,0.00002801469],"about_ca_topic_score_codex":0.0037567266,"about_ca_topic_score_gemma":0.008341457,"teacher_disagreement_score":0.0037567266,"about_ca_system_score_codex":0.00030674157,"about_ca_system_score_gemma":0.00014005398,"threshold_uncertainty_score":0.008013904},"labels":[],"label_agreement":null},{"id":"W2921655297","doi":"10.1016/bs.asb.2019.02.002","title":"Sexual selection and social context: Web-building spiders as emerging models for adaptive plasticity","year":2019,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Sexual selection; Context (archaeology); Selection (genetic algorithm); Biology; Ecology; Computer science; Artificial intelligence","score_opus":0.044544500830622336,"score_gpt":0.2954251109684155,"score_spread":0.25088061013779317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921655297","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":[0.0416205,0.28199786,0.082498275,0.010163559,0.0019996446,0.00004258092,0.00016254552,0.00028272587,0.58123237],"genre_scores_gemma":[0.47255456,0.18105541,0.058405586,0.0032612355,0.0035276338,0.00014345432,0.00031876855,0.00022351395,0.28050992],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9999436,0.00001544606,0.0000022456045,0.000012541543,0.000021939733,0.0000042222096],"domain_scores_gemma":[0.99992085,0.000048339538,0.000006666433,0.0000063615735,0.000007412133,0.000010368225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020422747,0.0004122963,0.00037981974,0.0004053469,0.0002829177,0.0016880287,0.00058223755,0.0008169358,0.0035179532],"category_scores_gemma":[0.00026753204,0.00013186595,0.00024310789,0.0006462954,0.001597291,0.0017770495,0.0005872222,0.001165268,0.00091900805],"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":[0.000026220296,0.00003584204,0.00049306854,0.00021962947,0.000018052751,0.0001600422,0.00053850684,0.0025524928,0.006927191,0.8031075,0.015194872,0.17072654],"study_design_scores_gemma":[0.00000902927,0.000047299705,0.0016628725,0.00014405779,0.0000179771,0.0006227081,0.00031049325,0.009219799,0.00094410154,0.7916726,0.19532678,0.000022286065],"about_ca_topic_score_codex":0.00037840893,"about_ca_topic_score_gemma":0.0011027603,"teacher_disagreement_score":0.0035179532,"about_ca_system_score_codex":0.00034971887,"about_ca_system_score_gemma":0.00019289326,"threshold_uncertainty_score":0.011768758},"labels":[],"label_agreement":null},{"id":"W293886606","doi":"10.1016/bs.asb.2015.02.001","title":"Sentinel Behavior: A Review and Prospectus","year":2015,"lang":"en","type":"review","venue":"Advances in the study of behavior","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Killam Trusts; Eastern Michigan University; University of Michigan","keywords":"Vigilance (psychology); Ecology; Psychology; Biology; Cognitive psychology","score_opus":0.07186446703860593,"score_gpt":0.3719550586296624,"score_spread":0.30009059159105644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W293886606","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":[0.00009068146,0.99901664,0.00013308073,0.00021924904,0.00020158564,0.000003572048,0.000023105109,0.0000048760357,0.00030718566],"genre_scores_gemma":[0.00048418558,0.9986482,0.00017986346,0.00016392116,0.00029886886,0.000004277217,0.000026993252,9.481818e-7,0.00019277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99978584,0.00003227032,0.000042345782,0.000051822117,0.00006611823,0.000021592248],"domain_scores_gemma":[0.9991033,0.00047271157,0.00013548827,0.000019869509,0.00017496703,0.00009359783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088886806,0.0012548795,0.0020989897,0.0028404305,0.000342496,0.0014442194,0.0014918171,0.0014231278,0.004256454],"category_scores_gemma":[0.0015343407,0.0003471237,0.00063711504,0.002859226,0.0007970398,0.0019897579,0.0010500451,0.0015170947,0.0015441277],"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":[0.000116558025,0.00009318517,0.0004255988,0.026723614,0.00012267992,0.0002299709,0.00006957543,0.00038394902,0.0011189902,0.002277568,0.035951708,0.93248665],"study_design_scores_gemma":[0.000037536392,0.00022741118,0.0023841853,0.011698631,0.00052511867,0.0022070454,0.00021296501,0.0002267857,0.0004229196,0.0036780674,0.9783093,0.00007012334],"about_ca_topic_score_codex":0.0016403478,"about_ca_topic_score_gemma":0.0031438847,"teacher_disagreement_score":0.004256454,"about_ca_system_score_codex":0.00054240023,"about_ca_system_score_gemma":0.0015848639,"threshold_uncertainty_score":0.014239252},"labels":[],"label_agreement":null},{"id":"W2992597031","doi":"10.1016/b978-0-12-800286-5.00004-3","title":"Pattern in Behavior","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Primate Behavior and Ecology","field":"Psychology","cited_by":7,"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 Lethbridge","funders":"","keywords":"Psychology; Communication","score_opus":0.035653404686130596,"score_gpt":0.362393227520237,"score_spread":0.3267398228341064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992597031","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":[0.0033205277,0.027238624,0.0380316,0.0045859087,0.0013889637,0.00004204692,0.0004475944,0.00032285968,0.9246219],"genre_scores_gemma":[0.14477849,0.035030995,0.036701266,0.0034328823,0.0018974864,0.00019580577,0.00092979445,0.00033224502,0.77670103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99977535,0.00003925008,0.000008048614,0.00008405746,0.000077097655,0.00001616437],"domain_scores_gemma":[0.99991584,0.000018034367,0.00000788496,0.000026929232,0.00001874185,0.000012635652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023735879,0.0005030437,0.0003700587,0.00074245763,0.00043767932,0.0022863494,0.00065642165,0.0008461467,0.033443246],"category_scores_gemma":[0.0005649851,0.00017492604,0.00028383464,0.0007688635,0.0026028163,0.001724276,0.0010216682,0.0013644217,0.009553176],"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":[0.000022371794,0.000023508555,0.0006872671,0.00022471086,0.000027144972,0.00006264227,0.0005535935,0.0006405154,0.0023333533,0.6371753,0.058842115,0.29940748],"study_design_scores_gemma":[0.000005111913,0.000029060506,0.003649016,0.00021693003,0.000010432858,0.0003677923,0.00024805404,0.00065520377,0.00057321956,0.30127475,0.69295615,0.000014286637],"about_ca_topic_score_codex":0.0014705523,"about_ca_topic_score_gemma":0.002408836,"teacher_disagreement_score":0.033443246,"about_ca_system_score_codex":0.0008022934,"about_ca_system_score_gemma":0.0005974003,"threshold_uncertainty_score":0.11187881},"labels":[],"label_agreement":null},{"id":"W3007891786","doi":"10.1016/bs.asb.2020.01.002","title":"Integrating nutritional and behavioral ecology: Mutual benefits and new frontiers","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in the study of behavior","topic":"Animal Behavior and Reproduction","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":"Carleton University","funders":"","keywords":"Ecology; Behavioral ecology; Conceptual framework; Isolation (microbiology); Behavioural sciences; Biology; Cognitive science; Psychology; Sociology; Social science","score_opus":0.045670545350717864,"score_gpt":0.2770083260156109,"score_spread":0.23133778066489302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007891786","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":[0.007909726,0.49459425,0.029078353,0.013282858,0.0026530067,0.000017274304,0.00006943424,0.00013471195,0.45226043],"genre_scores_gemma":[0.15998402,0.43810648,0.04483085,0.008614764,0.009520262,0.00012801103,0.00018427886,0.0002420073,0.33838937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99982846,0.000054663004,0.000005287376,0.00003208787,0.000065083266,0.000014383247],"domain_scores_gemma":[0.9997396,0.00017876753,0.000013243604,0.000016660319,0.000022715001,0.000028971694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056127517,0.0007146247,0.0007350347,0.00066869723,0.00039650506,0.0036687667,0.0008104993,0.0013512411,0.007769927],"category_scores_gemma":[0.00045191267,0.0002351134,0.0002890583,0.0009897876,0.0033672159,0.005336185,0.0014399319,0.002009314,0.001417682],"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":[0.000055813864,0.000057037003,0.00045261497,0.00052884064,0.000029536954,0.00015505568,0.000977166,0.0007989011,0.0038629144,0.7035103,0.027303396,0.26226848],"study_design_scores_gemma":[0.000008038108,0.000053932872,0.0017019751,0.00042537492,0.000018644407,0.00062096695,0.0006000464,0.0012808677,0.0005827034,0.4861086,0.5085768,0.00002201063],"about_ca_topic_score_codex":0.00071502663,"about_ca_topic_score_gemma":0.002386175,"teacher_disagreement_score":0.007769927,"about_ca_system_score_codex":0.0007715207,"about_ca_system_score_gemma":0.0007797705,"threshold_uncertainty_score":0.02599293},"labels":[],"label_agreement":null}]}