{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1025727baf35","filters":{"venue":"Peer Community In Ecology"}},"results":[{"id":"W4389035490","doi":"10.24072/pci.ecology.100532","title":"Gradient Boosted Trees can deliver more than accurate ecological predictions","year":2023,"lang":"en","type":"article","venue":"Peer Community In Ecology","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Abundance (ecology); Ixodes scapularis; Gradient analysis; Gradient boosting; Computer science; Linear model; Ecology; Machine learning; Statistical model; Generalized linear model; Random forest; Artificial intelligence; Tick; Biology","authors":[{"name":"Timothée Poisot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03546475514612086,"gpt":0.2848262748382864,"spread":0.2493615196921655,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002723306,0.001297711,0.001188887,0.0008467972,0.0003890896,0.001323705,0.001124656,0.001101631,0.003352978],"category_scores_gemma":[0.01065549,0.0005713636,0.0009863668,0.0008054391,0.0005347579,0.002108514,0.001039907,0.002041979,0.001594465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006469872,"about_ca_system_score_gemma":0.00105725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005816625,"about_ca_topic_score_gemma":0.008036407,"domain_scores_codex":[0.9992409,0.0003034147,0.00003171726,0.0001893165,0.0001678478,0.00006692086],"domain_scores_gemma":[0.9971825,0.001823739,0.0001800205,0.0003420974,0.0003638133,0.0001078236],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001959951,0.0001022312,0.00597697,0.0001800758,0.0001775031,0.00009266149,0.00005962023,0.8612475,0.001719932,0.0101775,0.01111835,0.1089517],"study_design_scores_gemma":[0.000009403389,0.00002345633,0.000323682,0.0000107408,0.00001431975,0.00001182473,0.00000602027,0.9848042,0.0003447042,0.01304306,0.001400607,0.000008004532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05522949,0.002244594,0.93112,0.001496678,0.0004004759,0.00006909861,0.001087122,0.004223536,0.004128952],"genre_scores_gemma":[0.7607793,0.001468676,0.2271485,0.0009900081,0.0003901979,0.000145844,0.002778009,0.0007751559,0.00552434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9972767,"threshold_uncertainty_score":0.01440239,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322737862","doi":"10.24072/pci.ecology.100417","title":"Adaptive harvesting, “fishing down the food web”, and regime shifts","year":2023,"lang":"en","type":"article","venue":"Peer Community In Ecology","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Government of Canada; Fisheries and Oceans Canada","funders":"","keywords":"Fishing; Food web; Fishery; Environmental science; Computer science; Ecology; Biology; Ecosystem","authors":[{"name":"Amanda Caskenette","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02519244951838211,"gpt":0.2432319324317933,"spread":0.2180394829134112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007527948,0.0001333746,0.0001825521,0.0004833628,0.000531742,0.001151985,0.0003042601,0.0004720458,0.03803764],"category_scores_gemma":[0.00400633,0.0001044101,0.0001640332,0.0005260241,0.0006677483,0.001082264,0.0007729892,0.0005657328,0.002858481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003479842,"about_ca_system_score_gemma":0.0003957094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005566875,"about_ca_topic_score_gemma":0.01193175,"domain_scores_codex":[0.9998647,0.00003093887,0.000007986115,0.00002724608,0.00004791833,0.00002116651],"domain_scores_gemma":[0.9979754,0.0007623706,0.0003055103,0.0001241728,0.000370663,0.0004618916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004601628,0.0002576576,0.2289863,0.000412889,0.0001442525,0.0008474651,0.001143565,0.002421719,0.003918899,0.02349443,0.3770212,0.3608915],"study_design_scores_gemma":[0.00004894032,0.0001931659,0.7896321,0.0003156221,0.00006929437,0.0008179599,0.002884361,0.003782425,0.001728173,0.04680701,0.1536349,0.00008613098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5029556,0.01147288,0.005759609,0.2277198,0.006171756,0.0001322614,0.002519306,0.000345541,0.2429231],"genre_scores_gemma":[0.8414866,0.009010484,0.002138115,0.006191781,0.002179648,0.000045692,0.0007584003,0.0001060577,0.1380832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03803764,"threshold_uncertainty_score":0.1272485,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362546134","doi":"10.24072/pci.ecology.100523","title":"Species Distribution Models: the delicate balance between signal and noise","year":2023,"lang":"en","type":"article","venue":"Peer Community In Ecology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Distribution (mathematics); Balance (ability); Noise (video); Statistical physics; Environmental science; Computer science; Physics; Mathematics; Biology; Artificial intelligence; Mathematical analysis","authors":[{"name":"Timothée Poisot","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08654079879066602,"gpt":0.2785854918716126,"spread":0.1920446930809466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003626868,0.0006088821,0.000848474,0.0006074937,0.0005037292,0.003478566,0.001725054,0.001940563,0.007444669],"category_scores_gemma":[0.02525921,0.0005636606,0.0006272263,0.0008683255,0.001114076,0.004672936,0.001373819,0.002184491,0.003635172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252074,"about_ca_system_score_gemma":0.001262557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215361,"about_ca_topic_score_gemma":0.0133174,"domain_scores_codex":[0.9986519,0.0006676123,0.00004890275,0.000262025,0.0003341454,0.00003534669],"domain_scores_gemma":[0.9916747,0.005955665,0.0003304236,0.001046003,0.0006703338,0.0003229473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001453949,0.00008986863,0.01324751,0.0003564349,0.0002341465,0.0001653158,0.0003743894,0.5400103,0.002828161,0.2058673,0.07151586,0.1651653],"study_design_scores_gemma":[0.00003582492,0.00003363841,0.001557167,0.0001002579,0.00002887747,0.00008706356,0.000095524,0.716007,0.0007727382,0.2576932,0.02353477,0.0000540225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02900152,0.002406287,0.9034202,0.03548797,0.0007688497,0.00007050572,0.001842725,0.002273112,0.02472888],"genre_scores_gemma":[0.7125891,0.005478419,0.2450016,0.005524029,0.001576226,0.0001894024,0.002239641,0.002801947,0.02459972],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01215361,"threshold_uncertainty_score":0.02490491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402665746","doi":"10.24072/pci.ecology.100503","title":"Is it sexual mass dimorphism season?","year":2024,"lang":"en","type":"article","venue":"Peer Community In Ecology","topic":"Sexual Differentiation and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"Agence Nationale de la Recherche","keywords":"Sexual dimorphism; Biology; Geography; Zoology","authors":[{"name":"Denis Réale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04045875657352189,"gpt":0.3247137265403809,"spread":0.2842549699668591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002075884,0.0004461844,0.001192991,0.001342862,0.0007794326,0.001682059,0.001124418,0.002487739,0.1096825],"category_scores_gemma":[0.02257662,0.0003238515,0.0005113327,0.00150962,0.001251193,0.002858352,0.001045495,0.002124717,0.04231806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004762621,"about_ca_system_score_gemma":0.001970116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006008423,"about_ca_topic_score_gemma":0.007895528,"domain_scores_codex":[0.9993049,0.0001496396,0.0001099407,0.0001378543,0.0002490805,0.00004854433],"domain_scores_gemma":[0.9870481,0.003067025,0.0009370527,0.0008938584,0.006095001,0.001958987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001221565,0.00004377959,0.00396222,0.0005157051,0.00002567881,0.0001529005,0.0001213659,0.00002805097,0.0005621784,0.00123423,0.8744242,0.1188075],"study_design_scores_gemma":[0.00004287854,0.0001004051,0.02223706,0.001591807,0.00004571288,0.0006150903,0.0007839309,0.0001382786,0.000355014,0.006435327,0.9675997,0.00005478022],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006453902,0.03976729,0.003710261,0.684198,0.1913327,0.0003659767,0.01165688,0.001248486,0.06126647],"genre_scores_gemma":[0.06120216,0.08445025,0.01276353,0.1917925,0.1984991,0.0007326894,0.01008645,0.001458716,0.4390146],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1096825,"threshold_uncertainty_score":0.3669245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155371732","doi":"10.24072/pci.ecology.100785.rev21","title":"Review of: Tracking changes in birds&amp;#x27; interaction milieu. Round#2/Reviewer#1","year":2025,"lang":"en","type":"article","venue":"Peer Community In Ecology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tracking (education); Noise (video); Tracking system; Feature (linguistics); Identification (biology)","authors":[{"name":"Timothée Poisot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09951150093971439,"gpt":0.3487358710715174,"spread":0.249224370131803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02703246,0.002274442,0.003855713,0.006602329,0.003270591,0.006857222,0.006311026,0.01023889,0.1079359],"category_scores_gemma":[0.2417023,0.001264486,0.003199839,0.00359146,0.00243266,0.006815596,0.005186604,0.005010902,0.05087719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004886161,"about_ca_system_score_gemma":0.01130602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005154466,"about_ca_topic_score_gemma":0.008869091,"domain_scores_codex":[0.9834063,0.004600231,0.00354463,0.00140674,0.006365942,0.0006762355],"domain_scores_gemma":[0.6866369,0.03515685,0.0116468,0.008634156,0.2499854,0.007940079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002723236,0.000004172841,0.00007291802,0.002071074,0.00001642931,0.00002456239,0.00003405509,0.00001124328,0.00002713576,0.00009094565,0.9901496,0.007470506],"study_design_scores_gemma":[0.0001575305,0.00003470106,0.001126039,0.01086416,0.0001310034,0.0002608481,0.0002260805,0.0001163023,0.0001502199,0.0009047122,0.9859561,0.00007229723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0002235702,0.01834961,0.001644767,0.2012273,0.7625698,0.002398853,0.005306962,0.0008173886,0.0074617],"genre_scores_gemma":[0.0066076,0.03946682,0.003747742,0.3743733,0.4803824,0.01427858,0.006203293,0.001725449,0.07321489],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1079359,"threshold_uncertainty_score":0.3610814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403899651","doi":"10.24072/pci.ecology.100692","title":"Rethinking Biomass Scaling in Predators-Preys ecosystems","year":2024,"lang":"en","type":"article","venue":"Peer Community In Ecology","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Predation; Biomass (ecology); Ecosystem; Scaling; Apex predator; Environmental science; Ecology; Biology; Mathematics","authors":[{"name":"Samir Suweis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02700413969613401,"gpt":0.2785751555459824,"spread":0.2515710158498484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137875,0.0005126707,0.0005746186,0.0007691768,0.0004547856,0.001579288,0.00122542,0.0007798865,0.001984301],"category_scores_gemma":[0.006086253,0.0004202784,0.001263041,0.0003976024,0.001872745,0.003546114,0.001863247,0.001586351,0.000245685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007515592,"about_ca_system_score_gemma":0.0003107722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791723,"about_ca_topic_score_gemma":0.0009782694,"domain_scores_codex":[0.9995893,0.0000897835,0.00002634072,0.0001520662,0.0001057787,0.00003672082],"domain_scores_gemma":[0.998309,0.0009709056,0.0002380507,0.0002834908,0.0001248017,0.00007368997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001233818,0.0001474712,0.03582306,0.0004811151,0.0003272689,0.0008048314,0.0016738,0.09695133,0.04280704,0.7100501,0.00326143,0.1075492],"study_design_scores_gemma":[0.00002885269,0.0001156908,0.02257019,0.00009358153,0.00007994864,0.0003051428,0.0002978849,0.4092071,0.004830239,0.555281,0.007088355,0.0001018796],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5978847,0.002916726,0.3691067,0.004669086,0.0005622123,0.00005573912,0.000169585,0.0004838634,0.02415133],"genre_scores_gemma":[0.9763893,0.0008767224,0.02004305,0.0005165946,0.000207711,0.00003664687,0.00004742575,0.0001036811,0.001778879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001984301,"threshold_uncertainty_score":0.00663811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952994912","doi":"10.24072/pci.ecology.100025","title":"Sexual segregation in a sexually dimorphic seabird: a matter of spatial scale","year":2019,"lang":"en","type":"article","venue":"Peer Community In Ecology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Sexual dimorphism; Seabird; Scale (ratio); Biology; Geography; Ecology; Zoology; Cartography","authors":[{"name":"Denis Réale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01870646210971322,"gpt":0.2512027855412358,"spread":0.2324963234315226,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004106866,0.0001529462,0.0002179956,0.0008283933,0.0003320166,0.001042016,0.0002046903,0.000209269,0.006555834],"category_scores_gemma":[0.0008522831,0.0001068159,0.0001835443,0.0006161224,0.0005539804,0.0007203244,0.0005415672,0.0004005255,0.00114832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003526018,"about_ca_system_score_gemma":0.0002593659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003525979,"about_ca_topic_score_gemma":0.00934861,"domain_scores_codex":[0.9998451,0.00002669608,0.00001077794,0.00004405147,0.00005087352,0.00002241982],"domain_scores_gemma":[0.9994094,0.000123727,0.0001410054,0.00004220311,0.0001268882,0.0001566891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005215202,0.00007165682,0.1924102,0.0008999385,0.0001785835,0.0006469665,0.001089842,0.0006296937,0.1287408,0.0169693,0.02398498,0.6338565],"study_design_scores_gemma":[0.00001213424,0.0002358656,0.8707045,0.0002135535,0.00008558216,0.001908501,0.001416511,0.0003293221,0.007808882,0.005705442,0.1115414,0.00003837903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7017727,0.1134647,0.01437613,0.01451637,0.001056048,0.0000663026,0.002745317,0.0003857526,0.1516168],"genre_scores_gemma":[0.8948268,0.05233754,0.006294926,0.001464103,0.000760723,0.00002936698,0.00148562,0.0001830827,0.04261784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006555834,"threshold_uncertainty_score":0.02193141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2931352790","doi":"10.24072/pci.ecology.100017","title":"Diversity-Stability and the Structure of Perturbations","year":2019,"lang":"en","type":"article","venue":"Peer Community In Ecology","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph","funders":"","keywords":"Diversity (politics); Stability (learning theory); Computer science; Sociology; Anthropology","authors":[{"name":"Kévin Cazelles","is_ca":true},{"name":"Kevin S. McCann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008223450585453108,"gpt":0.2075230494239476,"spread":0.1992995988384945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00116329,0.0002774156,0.000426136,0.002039428,0.001051345,0.003071446,0.000388109,0.001064638,0.01982176],"category_scores_gemma":[0.017211,0.0002272216,0.0003231822,0.001272819,0.001776507,0.002674017,0.001531305,0.00116054,0.003045043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059531,"about_ca_system_score_gemma":0.0006932688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003475265,"about_ca_topic_score_gemma":0.003531017,"domain_scores_codex":[0.9993947,0.0001513418,0.00003553853,0.0001514958,0.0002166589,0.00005025064],"domain_scores_gemma":[0.9937174,0.002573999,0.0008172458,0.0004287251,0.001628395,0.0008341987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002351972,0.00007952997,0.0538765,0.0004283217,0.0001960523,0.0003859764,0.001543355,0.02407138,0.003336379,0.4252251,0.2047018,0.2859204],"study_design_scores_gemma":[0.00002120668,0.00007815418,0.0491861,0.0003206026,0.000034734,0.0004533856,0.0007956145,0.02633589,0.001341523,0.8192536,0.1020867,0.00009254135],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2577336,0.04744592,0.1172776,0.198166,0.00810181,0.00012778,0.003894101,0.001522394,0.3657307],"genre_scores_gemma":[0.9527241,0.005711088,0.005005544,0.001436234,0.002012848,0.00004812971,0.0004587069,0.0002075482,0.03239583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01982176,"threshold_uncertainty_score":0.06631041,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384281933","doi":"10.24072/pci.ecology.100426","title":"The spatial dynamics of habitat fragmentation drives the evolution of dispersal and metapopulation persistence","year":2023,"lang":"en","type":"article","venue":"Peer Community In Ecology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Metapopulation; Biological dispersal; Fragmentation (computing); Habitat fragmentation; Ecology; Habitat; Biology; Habitat destruction; Population; Demography","authors":[{"name":"Frédéric Guichard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01402482079930164,"gpt":0.2669042895177023,"spread":0.2528794687184007,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004512036,0.0001951696,0.0002820494,0.0005008763,0.0003414903,0.001026019,0.0003890537,0.000692005,0.001654035],"category_scores_gemma":[0.002651465,0.0001831338,0.0005030864,0.0004261654,0.0005708163,0.0009570705,0.0005007221,0.0003769779,0.0002173943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008857584,"about_ca_system_score_gemma":0.0003943468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003227405,"about_ca_topic_score_gemma":0.004598124,"domain_scores_codex":[0.9998026,0.00006771101,0.00001266907,0.00005621299,0.00002640848,0.00003432975],"domain_scores_gemma":[0.9988334,0.0004484557,0.000426528,0.0001123742,0.00007411012,0.0001052847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001911847,0.0001514966,0.3866364,0.0002885339,0.0005160038,0.001083754,0.0005635927,0.4629586,0.07210271,0.04490729,0.0008592017,0.02974129],"study_design_scores_gemma":[0.00005223315,0.0002048995,0.2754402,0.00007366497,0.0001572572,0.0007870204,0.0005268222,0.6768472,0.003855613,0.04015912,0.001825758,0.00007029992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875387,0.0002725449,0.009444846,0.0002567315,0.000007210348,0.000005257876,0.00008228938,0.00002229719,0.002370143],"genre_scores_gemma":[0.9988154,0.0000889124,0.0009196964,0.00001594302,0.000002521712,0.000003090886,0.00002051656,0.000003338194,0.0001305972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003227405,"threshold_uncertainty_score":0.006426632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}