{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":167,"total_is_capped":false,"direct_labels_cover":5,"predictions_cover":167,"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":"b428089c5ee9","filters":{"venue":"Humanities and Social Sciences Communications"}},"results":[{"id":"W3040884840","doi":"10.1057/s41599-020-0523-3","title":"Sentiments and emotions evoked by news headlines of coronavirus disease (COVID-19) outbreak","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":278,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sadness; Anger; Coronavirus disease 2019 (COVID-19); Psychology; Sentence; Sentiment analysis; Coronavirus; News media; Social psychology; Disease; Medicine; Linguistics; Sociology; Media studies; Infectious disease (medical specialty); Computer science","authors":[{"name":"Faheem Aslam","is_ca":false},{"name":"Tahir Mumtaz Awan","is_ca":false},{"name":"Jabir Hussain Syed","is_ca":false},{"name":"Aisha Kashif","is_ca":false},{"name":"Mahwish Parveen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3228928790328312,"gpt":0.3940778547602795,"spread":0.07118497572744825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006061578,0.0003059898,0.0002100825,0.001716366,0.0003541067,0.0008877326,0.00008323671,0.0002401963,0.001659453],"category_scores_gemma":[0.003490197,0.00005858785,0.0002496018,0.00126826,0.0001952178,0.0004011486,0.000350134,0.0002543549,0.0004329878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139347,"about_ca_system_score_gemma":0.0001518996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834205,"about_ca_topic_score_gemma":0.00279491,"domain_scores_codex":[0.9995843,0.0001165693,0.00005985764,0.00005569681,0.0001320337,0.00005165985],"domain_scores_gemma":[0.9968746,0.0015284,0.0008081304,0.0000554788,0.0006059969,0.0001274548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003502062,0.0003347394,0.7289166,0.003134385,0.0004432093,0.001897209,0.01312661,0.001358227,0.05707045,0.0006622334,0.02755173,0.1620025],"study_design_scores_gemma":[0.0000174739,0.0002459561,0.9763411,0.0001456212,0.0001394937,0.0003634666,0.006601205,0.003072431,0.004384957,0.0001263611,0.008531737,0.0000301476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908562,0.0004047377,0.0006974991,0.0001725766,0.0001002779,0.00007140163,0.00430177,0.00004115568,0.003354511],"genre_scores_gemma":[0.990491,0.0004580507,0.001638259,0.00008863914,0.0001859469,0.00009154587,0.005528924,0.0000162676,0.001501352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001834205,"threshold_uncertainty_score":0.005551398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3137675323","doi":"10.1057/s41599-021-00747-4","title":"Single-use plastic packaging in the Canadian food industry: consumer behavior and perceptions","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":202,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Food packaging; Business; Marketing; Single use; Plastic packaging; Consumer behaviour; Government (linguistics); Engineering","authors":[{"name":"Tony R. ‎Walker","is_ca":true},{"name":"Eamonn McGuinty","is_ca":true},{"name":"Sylvain Charlebois","is_ca":true},{"name":"Janet Music","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1213148147360792,"gpt":0.2745211953482396,"spread":0.1532063806121604,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009635506,0.0002021832,0.0001813496,0.00078824,0.003102073,0.001713556,0.0004512263,0.0004175786,0.003814807],"category_scores_gemma":[0.001798567,0.0001835177,0.0003402666,0.001562179,0.001175528,0.0004359164,0.0005927348,0.0006504352,0.0001417772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009369769,"about_ca_system_score_gemma":0.01235877,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9705771,"about_ca_topic_score_gemma":0.98416,"domain_scores_codex":[0.999368,0.00006176605,0.0000177846,0.00005089936,0.0003210325,0.0001805496],"domain_scores_gemma":[0.9982834,0.0002093758,0.0002806475,0.00002792343,0.0007349063,0.0004638401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001161931,0.0002197408,0.9128112,0.0001358951,0.00004520613,0.0002836436,0.06043605,0.0001151446,0.001612638,0.0004647607,0.001833553,0.02192598],"study_design_scores_gemma":[0.000005166953,0.00009881544,0.8686991,0.00007008006,0.00002297086,0.00008434103,0.1255703,0.0002817264,0.0002501339,0.00004572255,0.004833367,0.00003842444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997006,0.0001197382,0.00003343611,0.0003729609,0.000005200653,0.00001300045,0.0001026682,0.000002082944,0.002344999],"genre_scores_gemma":[0.9983463,0.0002560474,0.00008596504,0.0001200624,0.000002085462,0.000004292111,0.00006406145,0.000001538838,0.001119512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02942288,"threshold_uncertainty_score":0.06798279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3107750108","doi":"10.1057/s41599-020-00649-x","title":"Human–dog relationships during the COVID-19 pandemic: booming dog adoption during social isolation","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":166,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Universities Federation for Animal Welfare","keywords":"Abandonment (legal); Social isolation; Pandemic; Isolation (microbiology); Social animal; Anxiety; Public health; Coronavirus disease 2019 (COVID-19); Psychology; Feeling; Loneliness; Social distance; Mental health; Well-being; Environmental health; Social psychology; Medicine; Political science; Disease; Biology; Psychiatry; Infectious disease (medical specialty)","authors":[{"name":"Liat Morgan","is_ca":false},{"name":"Alexandra Protopopova","is_ca":true},{"name":"Rune Isak Dupont Birkler","is_ca":false},{"name":"Beata Itin‐Shwartz","is_ca":false},{"name":"Gila A. Sutton","is_ca":false},{"name":"A. Gamliel","is_ca":false},{"name":"B. Yakobson","is_ca":false},{"name":"Tal Raz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2867053878686602,"gpt":0.4162919721143016,"spread":0.1295865842456414,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001690851,0.0002224955,0.0003537986,0.0006489541,0.0008994186,0.001096394,0.0004213708,0.0005820165,0.002822539],"category_scores_gemma":[0.00649795,0.0001888588,0.0005281186,0.000880618,0.0005347688,0.001223713,0.001795344,0.001202104,0.0002713659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008620556,"about_ca_system_score_gemma":0.0008225933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01403536,"about_ca_topic_score_gemma":0.03453205,"domain_scores_codex":[0.9985737,0.0006768285,0.0001295645,0.0001698307,0.0001358789,0.0003142794],"domain_scores_gemma":[0.9958581,0.0008492348,0.001943948,0.0002168716,0.0005155096,0.0006163817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007904794,0.00005070989,0.987716,0.0001043295,0.00009661631,0.0001893623,0.005292707,0.00006249868,0.0001597825,0.0001318959,0.00102592,0.005091085],"study_design_scores_gemma":[0.000002214187,0.00004360525,0.987657,0.00009018963,0.00002596867,0.0001379363,0.01057936,0.0002261485,0.00004923605,0.0001170417,0.001056771,0.00001455661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965675,0.0004603784,0.0002882599,0.0005535785,0.00002884176,0.00002636192,0.0009554359,0.000003128369,0.001116492],"genre_scores_gemma":[0.9986125,0.0002311569,0.00020044,0.000125654,0.00001974564,0.00003920851,0.0005832622,0.000001985192,0.0001860902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01403536,"threshold_uncertainty_score":0.02790731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3202526066","doi":"10.1057/s41599-021-00900-z","title":"News media coverage of COVID-19 public health and policy information","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":157,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Public Health Ontario; University of Toronto","funders":"University of Toronto Scarborough; University of Toronto; University of Miami","keywords":"Sensationalism; Newspaper; Misinformation; Disinformation; Public health; Pandemic; Politics; Political science; News media; Public relations; Advertising; Business; Coronavirus disease 2019 (COVID-19); Social media; Medicine; Disease; Law; Infectious disease (medical specialty)","authors":[{"name":"Katharine J. Mach","is_ca":false},{"name":"Raúl Salas Reyes","is_ca":true},{"name":"Brian Pentz","is_ca":true},{"name":"J. Eric T. Taylor","is_ca":true},{"name":"Clarissa A. Costa","is_ca":true},{"name":"Sandip G. Cruz","is_ca":true},{"name":"Kerronia E. Thomas","is_ca":true},{"name":"James Arnott","is_ca":false},{"name":"Rosalind Donald","is_ca":false},{"name":"Kripa Jagannathan","is_ca":false},{"name":"Christine Kirchhoff","is_ca":false},{"name":"Laura C. Rosella","is_ca":true},{"name":"Nicole Klenk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.317052722939782,"gpt":0.4251692752310678,"spread":0.1081165522912858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004366953,0.0002809664,0.0002632403,0.006242265,0.0005498918,0.003386298,0.0003799119,0.0004777696,0.006762205],"category_scores_gemma":[0.0405274,0.0001419454,0.0003202745,0.006152627,0.0005807744,0.002295238,0.00127537,0.0006576474,0.001257548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009816465,"about_ca_system_score_gemma":0.0009281844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006523417,"about_ca_topic_score_gemma":0.00762089,"domain_scores_codex":[0.9956142,0.001221713,0.0008762769,0.00032588,0.001664835,0.0002971232],"domain_scores_gemma":[0.9040362,0.04152644,0.0354889,0.002146312,0.01477738,0.002024781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007122111,0.0001804063,0.8505505,0.00410872,0.0004289709,0.0004087355,0.01177618,0.0003729713,0.001618092,0.001637412,0.0282757,0.09993011],"study_design_scores_gemma":[0.00002232637,0.0001589664,0.9373287,0.001355751,0.0002048507,0.0003244427,0.007962575,0.0004850423,0.001366952,0.000325857,0.05041622,0.00004828498],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8628054,0.005320762,0.0007335977,0.003748082,0.0004432527,0.0002872309,0.0545161,0.000113788,0.07203171],"genre_scores_gemma":[0.9780073,0.003124605,0.000889859,0.0009799112,0.0007250779,0.0001786456,0.01238305,0.00004579999,0.003665731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006762205,"threshold_uncertainty_score":0.02309489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402194596","doi":"10.1057/s41599-024-03606-0","title":"Financial fraud detection through the application of machine learning techniques: a literature review","year":2024,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Imbalanced Data Classification Techniques","field":"Computer Science","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science; Finance; Artificial intelligence; Machine learning; Business","authors":[{"name":"Ludivia Hernández Aros","is_ca":false},{"name":"Luisa Ximena Bustamante Molano","is_ca":false},{"name":"Fernando Gutiérrez-Portela","is_ca":false},{"name":"John Johver Moreno Hernandez","is_ca":false},{"name":"Mario Samuel Rodríguez Barrero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1239832197598417,"gpt":0.3835576234455726,"spread":0.2595744036857309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002984755,0.0009913613,0.001620702,0.01030068,0.0005404367,0.001742857,0.001142381,0.001412125,0.002172548],"category_scores_gemma":[0.009508126,0.0005256993,0.001372603,0.0100886,0.000573207,0.002332516,0.0007632174,0.0009576579,0.0006723551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009471925,"about_ca_system_score_gemma":0.003524668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0019479,"about_ca_topic_score_gemma":0.002956568,"domain_scores_codex":[0.998624,0.0003415809,0.000310688,0.0001653108,0.0004928527,0.00006557922],"domain_scores_gemma":[0.9903736,0.006755606,0.0009249334,0.0001397432,0.001661948,0.0001442181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006842531,0.0001010209,0.001355376,0.08616082,0.0004053886,0.0001974636,0.000171018,0.000558843,0.0004448922,0.002045111,0.01113893,0.8973528],"study_design_scores_gemma":[0.00005752879,0.0004555998,0.01107959,0.2078977,0.004372588,0.003405966,0.0008805284,0.001851883,0.00235429,0.006259651,0.7612502,0.0001344079],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004026838,0.9980866,0.0003729856,0.0003917603,0.0001167162,0.00001807769,0.00002691639,0.000007004339,0.0005773372],"genre_scores_gemma":[0.002173656,0.9968854,0.0005592947,0.0001445279,0.0001034973,0.00001400349,0.00002921358,0.000001886133,0.00008855747],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01030068,"threshold_uncertainty_score":0.0157851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171872950","doi":"10.1057/s41599-021-00824-8","title":"High-resolution human mobility data reveal race and wealth disparities in disaster evacuation patterns","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Evacuation and Crowd Dynamics","field":"Engineering","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"Rensselaer Polytechnic Institute; National Science Foundation","keywords":"Disadvantaged; Relocation; Equity (law); Race (biology); Context (archaeology); Demographic economics; Geography; Political science; Economic growth; Sociology; Economics; Computer science","authors":[{"name":"Hengfang Deng","is_ca":false},{"name":"Daniel P. Aldrich","is_ca":false},{"name":"Michael M. Danziger","is_ca":false},{"name":"Jianxi Gao","is_ca":false},{"name":"Nolan Edward Phillips","is_ca":false},{"name":"Sean P. Cornelius","is_ca":true},{"name":"Qi Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1337188037837799,"gpt":0.3378993923745806,"spread":0.2041805885908006,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006581139,0.0001266304,0.0001659267,0.0008338959,0.0002916105,0.0004816114,0.0002465768,0.0001979876,0.001688284],"category_scores_gemma":[0.004295997,0.0001140682,0.00018151,0.001231846,0.0003077727,0.0003895944,0.0009138742,0.0002385342,0.0003370198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002021643,"about_ca_system_score_gemma":0.0002504832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01700422,"about_ca_topic_score_gemma":0.0229492,"domain_scores_codex":[0.9996812,0.0001514468,0.00002186128,0.00006080976,0.0000342394,0.00005046655],"domain_scores_gemma":[0.998329,0.0004926759,0.0005474762,0.0003430849,0.0001621811,0.0001256314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008960691,0.0000293606,0.9897125,0.00002379125,0.00006639154,0.00005929867,0.000892806,0.001162468,0.0004044703,0.000440553,0.001614087,0.005504713],"study_design_scores_gemma":[0.000005277038,0.00001879151,0.9939168,0.00001995155,0.00001188519,0.00004738277,0.001583111,0.002763719,0.0001150815,0.0003045753,0.001205127,0.000008339861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967285,0.00003642945,0.0003564513,0.0001252259,0.00000359892,0.000004650943,0.002232998,0.000009256776,0.0005028324],"genre_scores_gemma":[0.9979972,0.0000276166,0.0002907118,0.00001641334,0.000005259699,0.000008091878,0.001492082,0.000003012759,0.0001596612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01700422,"threshold_uncertainty_score":0.0338105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210555714","doi":"10.1057/s41599-022-01040-8","title":"Citizen science and the right to research: building local knowledge of climate change impacts","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Agencia Nacional de Investigación y Desarrollo; Queen Elizabeth Scholars; Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; International Development Research Centre","keywords":"Cognitive reframing; Citizen science; Participatory action research; Citizen journalism; Climate change; Participatory GIS; Climate science; Political science; Sociology; Environmental resource management; Environmental planning; Geography; Ecology; Environmental science; Psychology","authors":[{"name":"Sarita Albagli","is_ca":false},{"name":"Allan Yu Iwama","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2920878182256175,"gpt":0.3982828126804503,"spread":0.1061949944548329,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02642213,0.0003243066,0.0004915333,0.002277208,0.004968088,0.01167628,0.001298839,0.002562661,0.00485071],"category_scores_gemma":[0.02669343,0.0003894789,0.0005065326,0.001897768,0.02264836,0.01069047,0.01172089,0.003042051,0.0003375481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004611032,"about_ca_system_score_gemma":0.01081988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00783844,"about_ca_topic_score_gemma":0.01161218,"domain_scores_codex":[0.9747054,0.02141166,0.0003491259,0.00111092,0.001575832,0.0008470708],"domain_scores_gemma":[0.9508352,0.03801616,0.002037459,0.005206863,0.002643213,0.001261192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007477288,0.0001709601,0.0116419,0.001234062,0.00006788348,0.0005467249,0.1748024,0.002140506,0.001433071,0.6741512,0.006781545,0.126955],"study_design_scores_gemma":[0.00004448843,0.0001387432,0.01146444,0.003051962,0.00007167408,0.0004105902,0.2273407,0.003496063,0.001800326,0.4962651,0.2558374,0.00007848786],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2284069,0.008803584,0.09148157,0.2124107,0.0004133983,0.0003712415,0.0002365639,0.0001343308,0.4577417],"genre_scores_gemma":[0.9886374,0.001516011,0.005963323,0.001073318,0.00005152348,0.00007897129,0.00003398055,0.00001681657,0.002628798],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9987012,"threshold_uncertainty_score":0.1397352,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3170399634","doi":"10.1057/s41599-021-00921-8","title":"The impact of COVID-19 on digital data practices in museums and art galleries in the UK and the US","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Manchester; Arts and Humanities Research Council; UK Research and Innovation","keywords":"Desk; Preparedness; Public relations; Digital media; Best practice; Closure (psychology); Political science; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Pandemic; Sociology; Geography","authors":[{"name":"Lukas Hughes-Noehrer","is_ca":false},{"name":"Abigail Gilmore","is_ca":false},{"name":"Caroline Jay","is_ca":false},{"name":"Yo Yehudi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3746868604250843,"gpt":0.4013814874517216,"spread":0.02669462702663727,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008139178,0.0002282236,0.0003509018,0.002281514,0.01047642,0.009059395,0.001189748,0.001416099,0.007894789],"category_scores_gemma":[0.02386622,0.0004826118,0.0003089159,0.003090215,0.01503523,0.004288348,0.01796288,0.002864233,0.0004842953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01461729,"about_ca_system_score_gemma":0.009064683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1067093,"about_ca_topic_score_gemma":0.1618403,"domain_scores_codex":[0.9897075,0.005444499,0.0005520234,0.0006365853,0.001892008,0.001767401],"domain_scores_gemma":[0.9712477,0.01504687,0.003860095,0.001890292,0.002698997,0.005256085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009751282,0.00004099416,0.04481574,0.0003671055,0.00001575292,0.002085615,0.9132048,0.0001381493,0.001103379,0.008015444,0.005213831,0.02490162],"study_design_scores_gemma":[0.000003264335,0.00004206624,0.03269363,0.0003586686,0.000004893944,0.000306491,0.9186624,0.00006421031,0.000246021,0.0003329903,0.04725062,0.00003477099],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708514,0.001617386,0.0005063441,0.005994472,0.00009998311,0.00006020821,0.000192373,0.00002411593,0.02065376],"genre_scores_gemma":[0.9964113,0.0006272469,0.0002101936,0.0004308001,0.00001317647,0.00002620252,0.00004972199,0.00001810144,0.002213371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1067093,"threshold_uncertainty_score":0.2121763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385952733","doi":"10.1057/s41599-023-01999-y","title":"Age-related bias and artificial intelligence: a scoping review","year":2023,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Baycrest Hospital; Jewish General Hospital; Public Health Ontario; Transport Canada; Toronto Rehabilitation Institute; Mila - Quebec Artificial Intelligence Institute; University Health Network; University of Toronto; MacEwan University; McGill University; Athabasca University","funders":"","keywords":"Artificial intelligence; Grey literature; Gender bias; Computer science; Machine learning; Psychology; Selection bias; Data science; Social psychology; MEDLINE; Political science; Medicine","authors":[{"name":"Charlene H. Chu","is_ca":true},{"name":"Simon Donato‐Woodger","is_ca":true},{"name":"Shehroz S. Khan","is_ca":true},{"name":"Rune Nyrup","is_ca":false},{"name":"Kathleen Leslie","is_ca":true},{"name":"Alexandra Lyn","is_ca":true},{"name":"Tianyu Shi","is_ca":true},{"name":"Andria Bianchi","is_ca":true},{"name":"Samira Abbasgholizadeh Rahimi","is_ca":true},{"name":"Amanda Grenier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8835391428624496,"gpt":0.5848258020078393,"spread":0.2987133408546103,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0161632,0.0013615,0.00428987,0.02997246,0.001457095,0.005391401,0.00194689,0.003794223,0.005621859],"category_scores_gemma":[0.08958974,0.001192181,0.003888964,0.0272595,0.002103173,0.005059914,0.002855108,0.002043617,0.0007106657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007582292,"about_ca_system_score_gemma":0.02062488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009121762,"about_ca_topic_score_gemma":0.01730901,"domain_scores_codex":[0.9855993,0.005135692,0.004805951,0.0008331667,0.003205413,0.0004205385],"domain_scores_gemma":[0.8876935,0.09154445,0.009431867,0.001198956,0.009575844,0.0005554087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008543512,0.0000339451,0.0006534935,0.8368022,0.001081632,0.0002856666,0.001359475,0.000293226,0.0002461507,0.004107203,0.006238061,0.1488136],"study_design_scores_gemma":[0.00001310314,0.00003965187,0.0008906799,0.956497,0.001981914,0.0002686773,0.0006302914,0.00006355572,0.00009780372,0.0009657415,0.0385342,0.00001731218],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004250846,0.9977347,0.000181041,0.000634554,0.0001890115,0.0001294941,0.00009578351,0.000004776946,0.0006055442],"genre_scores_gemma":[0.005705857,0.9924845,0.0005433168,0.0005624198,0.0001087796,0.0003398771,0.0001004327,0.00000418087,0.0001505411],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02997246,"threshold_uncertainty_score":0.08548021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289261059","doi":"10.1057/s41599-022-01266-6","title":"Synergies and trade-offs between climate change adaptation options and gender equality: a review of the global literature","year":2022,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Adaptation (eye); Climate justice; Climate change; Transformative learning; Gender mainstreaming; Sustainable development; Livelihood; Environmental resource management; Climate Finance; Poverty; Political science; Gender equality; Environmental planning; Geography; Sociology; Economics; Psychology; Ecology; Agriculture","authors":[{"name":"Joyashree Roy","is_ca":false},{"name":"Anjal Prakash","is_ca":false},{"name":"Shreya Some","is_ca":false},{"name":"Chandni Singh","is_ca":false},{"name":"Rachel Bezner Kerr","is_ca":false},{"name":"Martina Angela Caretta","is_ca":false},{"name":"Cecilia Conde","is_ca":false},{"name":"Marta G. Rivera‐Ferre","is_ca":false},{"name":"Corinne J. Schuster‐Wallace","is_ca":true},{"name":"Cristina Tirado","is_ca":false},{"name":"Edmond Totin","is_ca":false},{"name":"Sumit Vij","is_ca":false},{"name":"Emily Baker","is_ca":false},{"name":"Graeme Dean","is_ca":false},{"name":"Emily Hillenbrand","is_ca":false},{"name":"Alison Irvine","is_ca":true},{"name":"Farjana Islam","is_ca":false},{"name":"Katriona McGlade","is_ca":false},{"name":"Hanson Nyantakyi‐Frimpong","is_ca":false},{"name":"Federica Ravera","is_ca":false},{"name":"Alcade C. Segnon","is_ca":false},{"name":"Divya Solomon","is_ca":false},{"name":"Indrakshi Tandon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6821245856851086,"gpt":0.4588010581351918,"spread":0.2233235275499167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007111618,0.00097506,0.001564461,0.00920466,0.0007374996,0.003981098,0.001113467,0.00183408,0.004292795],"category_scores_gemma":[0.01324647,0.0007038406,0.001760436,0.0129645,0.002433713,0.004678546,0.001636206,0.001797769,0.000365587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002466679,"about_ca_system_score_gemma":0.00667302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005216155,"about_ca_topic_score_gemma":0.01091438,"domain_scores_codex":[0.9976016,0.0009820582,0.0004054579,0.0003489452,0.0005347767,0.0001272673],"domain_scores_gemma":[0.9706242,0.02549788,0.002097211,0.0002126832,0.001355468,0.000212509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001262991,0.00006602719,0.003989325,0.1803059,0.001127099,0.0003940921,0.002937643,0.0009544109,0.0004180233,0.02596634,0.0120539,0.771661],"study_design_scores_gemma":[0.00002873693,0.0001792181,0.02336631,0.4271053,0.003268128,0.001622766,0.01005009,0.000496954,0.0005628166,0.0236569,0.5095253,0.0001375891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004649258,0.9976966,0.00008838662,0.0009189326,0.0001067334,0.000004009516,0.00002180401,0.000001767291,0.0006968642],"genre_scores_gemma":[0.007271643,0.9918621,0.0001602023,0.0004664175,0.0001454737,0.000008710893,0.00001799507,0.000002625503,0.00006478786],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00920466,"threshold_uncertainty_score":0.03761029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366816458","doi":"10.1057/s41599-023-01645-7","title":"The factors associated with teachers’ job satisfaction and their impacts on students’ achievement: a review (2010–2021)","year":2023,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Job satisfaction; Psychology; Empirical research; China; Student achievement; Presentation (obstetrics); Job attitude; Job performance; Academic achievement; Mathematics education; Medical education; Political science; Social psychology; Medicine; Mathematics","authors":[{"name":"Kazi Enamul Hoque","is_ca":false},{"name":"Xingsu Wang","is_ca":false},{"name":"Qi Yang","is_ca":false},{"name":"Normarini Norzan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4069041425825951,"gpt":0.437540315263488,"spread":0.03063617268089291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002004252,0.000717191,0.002080428,0.006148357,0.0004054698,0.001603765,0.0007773101,0.0008721178,0.002230325],"category_scores_gemma":[0.004440171,0.0004702413,0.002297598,0.007194282,0.0005192898,0.001115995,0.0005933846,0.0007171052,0.0002802527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007418586,"about_ca_system_score_gemma":0.00206276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004532006,"about_ca_topic_score_gemma":0.007285127,"domain_scores_codex":[0.9988255,0.0002690963,0.0004336465,0.0001449043,0.0002740018,0.00005291059],"domain_scores_gemma":[0.9944396,0.003282843,0.001355246,0.00006787984,0.0007186616,0.0001357916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006692322,0.0003556636,0.04744122,0.2717338,0.006884373,0.0004493589,0.0006943478,0.0002661466,0.0005678021,0.0005551396,0.008808129,0.6615747],"study_design_scores_gemma":[0.0002650227,0.001278677,0.5395103,0.2506758,0.03287876,0.005077533,0.003245087,0.0007183807,0.001280425,0.000813945,0.1640187,0.000237461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003041656,0.9964942,0.00003929885,0.000119538,0.00004812292,0.000008358107,0.00008268855,0.000001813727,0.0001643386],"genre_scores_gemma":[0.02001202,0.9794174,0.0001225599,0.0001078626,0.000101865,0.00002651109,0.000126773,0.000001440523,0.00008361555],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006148357,"threshold_uncertainty_score":0.01059961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3189040769","doi":"10.1057/s41599-021-00879-7","title":"A novel taxonomy of smart sustainable city indicators","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sustainability; Smart city; Environmental economics; Business; Sustainable development; Corporate governance; Computer science; Environmental resource management; Process management; Environmental planning; Economics; Political science; Geography; Computer security; Internet of Things","authors":[{"name":"Milad Pira","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1052580201047639,"gpt":0.2631973433120174,"spread":0.1579393232072535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003335279,0.0007333003,0.0004977472,0.01338197,0.001826065,0.006041274,0.0009932588,0.001066487,0.004029465],"category_scores_gemma":[0.01034097,0.0002645381,0.0007031125,0.01417363,0.003139648,0.01007425,0.003442204,0.001407771,0.0007316571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002810897,"about_ca_system_score_gemma":0.003630887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004197581,"about_ca_topic_score_gemma":0.003604406,"domain_scores_codex":[0.9954118,0.001259444,0.0006876592,0.0005669061,0.001730251,0.0003440229],"domain_scores_gemma":[0.9919634,0.002554056,0.001097587,0.0006809771,0.003285813,0.0004180441],"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":[0.00005484936,0.00009170045,0.02909703,0.0004879471,0.00004456402,0.0001884342,0.009626605,0.002270263,0.001694314,0.852611,0.008810899,0.09502244],"study_design_scores_gemma":[0.00003606493,0.0001750487,0.03459039,0.0009321369,0.00009489972,0.0007286362,0.02511819,0.02577281,0.002409236,0.5413705,0.3686096,0.0001625238],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2376253,0.003086251,0.4375125,0.005920929,0.0007864472,0.001394903,0.007187095,0.001714045,0.3047726],"genre_scores_gemma":[0.7617041,0.001506705,0.2225955,0.0003955771,0.000134231,0.001375551,0.004740671,0.0001725218,0.007375114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01338197,"threshold_uncertainty_score":0.02039456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198969091","doi":"10.1057/s41599-021-00885-9","title":"Use and effectiveness of policy briefs as a knowledge transfer tool: a scoping review","year":2021,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Credibility; Knowledge transfer; Empirical evidence; Political science; Management science; Public relations; Knowledge management; Computer science; Economics","authors":[{"name":"Diana Arnautu","is_ca":true},{"name":"Christian Dagenais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8932395081561176,"gpt":0.72938361052469,"spread":0.1638558976314276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.1988384,0.001981033,0.006915388,0.03298679,0.001962419,0.008328651,0.003427206,0.003486055,0.003841726],"category_scores_gemma":[0.4342043,0.001824211,0.008416503,0.02562179,0.002758534,0.00931858,0.005186452,0.00327201,0.0005978765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01252948,"about_ca_system_score_gemma":0.03710123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007505375,"about_ca_topic_score_gemma":0.01345223,"domain_scores_codex":[0.8395132,0.09084396,0.03838012,0.003246847,0.0268017,0.001214171],"domain_scores_gemma":[0.4866851,0.4198279,0.03881513,0.007468872,0.04536003,0.001843003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000381065,0.0001094937,0.00146234,0.6303019,0.005066738,0.0000910242,0.001539754,0.0004773213,0.0002684676,0.002273835,0.003065035,0.3549629],"study_design_scores_gemma":[0.0001091707,0.0002319028,0.001597038,0.9632621,0.01137745,0.00008526885,0.000818556,0.000331257,0.0004086113,0.0007888115,0.02094148,0.00004835264],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003455686,0.9826154,0.002790653,0.003300244,0.0006865325,0.004154394,0.0003964878,0.00005247756,0.002548198],"genre_scores_gemma":[0.05197196,0.9308531,0.008868489,0.001188504,0.0002262392,0.006106569,0.0004676329,0.00002758469,0.0002899724],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9916713,"threshold_uncertainty_score":0.9879748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046888034","doi":"10.1057/s41599-020-00545-4","title":"Assessment of monthly economic losses in Wuhan under the lockdown against COVID-19","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"York University","keywords":"Job loss; Economic impact analysis; Economic cost; Coronavirus disease 2019 (COVID-19); Business; Pandemic; Environmental health; Economics; Economic growth; Unemployment; Medicine","authors":[{"name":"Shibing You","is_ca":false},{"name":"Hengli Wang","is_ca":false},{"name":"Miao Zhang","is_ca":false},{"name":"Haitao Song","is_ca":false},{"name":"Xiaoting Xu","is_ca":false},{"name":"Yongzeng Lai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6266970518769936,"gpt":0.4936548320318793,"spread":0.1330422198451144,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001415906,0.0005254283,0.0003366972,0.001095004,0.0003965234,0.0008876286,0.000645277,0.0005621462,0.001364112],"category_scores_gemma":[0.002680241,0.0002616549,0.0006411267,0.0008759809,0.0004456653,0.0009589845,0.001126803,0.0006258768,0.0001042126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002631804,"about_ca_system_score_gemma":0.00168174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05414673,"about_ca_topic_score_gemma":0.0351905,"domain_scores_codex":[0.9994092,0.0001322078,0.00003383368,0.00006221388,0.0002172909,0.0001452058],"domain_scores_gemma":[0.9993148,0.000160786,0.0001714396,0.00004484068,0.0002506576,0.00005756735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006639919,0.0002283344,0.396528,0.0002976921,0.0006172395,0.002333221,0.0007847942,0.5347804,0.00588823,0.01025457,0.004995105,0.04262849],"study_design_scores_gemma":[0.00002816352,0.0003390112,0.409206,0.00007174927,0.0002097104,0.0002370307,0.001615436,0.5766674,0.00339166,0.003385369,0.004747627,0.0001008776],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925832,0.0001738206,0.003412383,0.0003351489,0.00002197089,0.00004964356,0.001136102,0.00003946302,0.002248204],"genre_scores_gemma":[0.9970666,0.000113706,0.0008787407,0.00002441147,0.000005638518,0.0000414012,0.0007982996,0.00000586732,0.001065492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05414673,"threshold_uncertainty_score":0.1076632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386956386","doi":"10.1057/s41599-023-02089-9","title":"Collective action improves elite-driven governance in rural development within China","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"Government of Jiangsu Province; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Collective action; Elite; Corporate governance; Political science; Sustainable development; Economic growth; Politics; Economic system; Development economics; Political economy; Economics","authors":[{"name":"Yurui Li","is_ca":false},{"name":"Xiaofei Qin","is_ca":false},{"name":"Abigail Sullivan","is_ca":false},{"name":"Guangqing Chi","is_ca":false},{"name":"Zhi Lu","is_ca":true},{"name":"Wei Pan","is_ca":false},{"name":"Yansui Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09777246826477502,"gpt":0.3390621168749874,"spread":0.2412896486102123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002638508,0.000186019,0.000225097,0.001123679,0.00203848,0.001586005,0.0004543073,0.0002926688,0.004093542],"category_scores_gemma":[0.002745307,0.0001071884,0.0001965114,0.0009944201,0.0022026,0.0009658179,0.002481129,0.0002846335,0.0001242067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003584847,"about_ca_system_score_gemma":0.0049212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01832419,"about_ca_topic_score_gemma":0.03754961,"domain_scores_codex":[0.9988303,0.0004096527,0.00004642361,0.0001892333,0.0001519778,0.0003724389],"domain_scores_gemma":[0.9984736,0.0002757528,0.0003773237,0.0001702088,0.000232346,0.0004707595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001890523,0.0005458582,0.6786258,0.0004400196,0.0001511671,0.0007387782,0.03366854,0.01123412,0.00819701,0.06986258,0.004413944,0.1919332],"study_design_scores_gemma":[0.00005131586,0.0002715582,0.9302459,0.00009147203,0.00007805162,0.00004680992,0.01552014,0.01123002,0.00106938,0.018878,0.0224874,0.00002990577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835381,0.000117608,0.002087727,0.0005759882,0.00001138562,0.00005452532,0.00003493394,0.0000315559,0.01354819],"genre_scores_gemma":[0.9990966,0.00002379251,0.0002068498,0.00001696263,0.000002964126,0.000007299441,0.00001079522,0.00000122368,0.0006335127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832419,"threshold_uncertainty_score":0.03643507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220718772","doi":"10.1057/s41599-022-01096-6","title":"Poverty control policy may affect the transition of geological disaster risk in China","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University; University of Alberta","funders":"Chinese Academy of Sciences","keywords":"Poverty; Vulnerability (computing); China; Government (linguistics); Development economics; Natural disaster; Population; Geography; Economic growth; Economics; Sociology","authors":[{"name":"Hengxing Lan","is_ca":false},{"name":"Naiman Tian","is_ca":false},{"name":"Langping Li","is_ca":false},{"name":"Hongjiang Liu","is_ca":false},{"name":"Jianbing Peng","is_ca":false},{"name":"Peng Cui","is_ca":false},{"name":"Chenghu Zhou","is_ca":false},{"name":"Renato Macciotta","is_ca":true},{"name":"John J. Clague","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05717839459063283,"gpt":0.3280929490174301,"spread":0.2709145544267973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009150011,0.0001884661,0.0002257779,0.001354059,0.000916339,0.001170376,0.0004099507,0.0003677545,0.001624939],"category_scores_gemma":[0.002886445,0.0001412608,0.0004686769,0.001254202,0.0007387925,0.000738419,0.001409148,0.0006277011,0.00008590844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00310333,"about_ca_system_score_gemma":0.003500786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07215422,"about_ca_topic_score_gemma":0.0545878,"domain_scores_codex":[0.9993467,0.0001136809,0.00004550711,0.00005581851,0.0001188891,0.0003194677],"domain_scores_gemma":[0.9984591,0.0001884884,0.0006618556,0.00006304352,0.0003321446,0.0002952518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001214771,0.0001599087,0.9541579,0.00006125974,0.0001396604,0.0009516476,0.002058851,0.01375161,0.0008284246,0.007840567,0.002241171,0.01768749],"study_design_scores_gemma":[0.000008715188,0.00004621983,0.9847049,0.00002007272,0.00002695231,0.00005673773,0.002162244,0.00907734,0.0002334283,0.001783614,0.00185913,0.00002071634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970766,0.0001059442,0.0002210514,0.0008034221,0.000006619812,0.00001183384,0.0001042875,0.000007972234,0.001662235],"genre_scores_gemma":[0.9995633,0.00004634802,0.00002718925,0.00002833511,0.000002689291,0.00000350132,0.00004798829,8.67951e-7,0.0002797746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07215422,"threshold_uncertainty_score":0.1434685,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3186957259","doi":"10.1057/s41599-021-00854-2","title":"Conceptualizing the elements of research impact: towards semantic standards","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Golder Associates (Canada); Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; Federation for the Humanities and Social Sciences","keywords":"Accountability; Computer science; Agency (philosophy); Outcome (game theory); Scholarship; Process (computing); Key (lock); Scale (ratio); Focus (optics); Data science; Management science; Knowledge management; Process management; Political science; Sociology; Business; Engineering; Social science; Computer security","authors":[{"name":"B. Belcher","is_ca":true},{"name":"Janet Halliwell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7680403436928166,"gpt":0.6533680617342156,"spread":0.114672281958601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.143557,0.001978322,0.002098959,0.03037229,0.005416671,0.02683072,0.005401456,0.006461643,0.003815275],"category_scores_gemma":[0.1742901,0.001489888,0.002856412,0.02296187,0.04511189,0.05279907,0.01092932,0.008908512,0.00108246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01366861,"about_ca_system_score_gemma":0.01540746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004927848,"about_ca_topic_score_gemma":0.002854455,"domain_scores_codex":[0.8717062,0.08696309,0.01619429,0.004440174,0.01881707,0.00187917],"domain_scores_gemma":[0.7564033,0.1670768,0.01499806,0.02526415,0.03294519,0.00331265],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000996475,0.00001536892,0.000278104,0.0003091013,0.00002418203,0.00002540178,0.001702223,0.0007075072,0.0001010097,0.985918,0.0007396584,0.01016937],"study_design_scores_gemma":[0.00001251571,0.0000196976,0.0003564587,0.001233487,0.00005509597,0.00005953932,0.002501683,0.002393882,0.0003148744,0.9643639,0.02866344,0.00002551929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007433842,0.005706164,0.9041824,0.02511037,0.0008012142,0.0008427837,0.0005019464,0.0005284331,0.05489282],"genre_scores_gemma":[0.2724129,0.005739728,0.7127959,0.002475839,0.0007604481,0.002405296,0.001021637,0.0003268744,0.002061393],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8564429,"threshold_uncertainty_score":0.7592113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385379783","doi":"10.1057/s41599-023-01944-z","title":"The cascade influence of grain trade shocks on countries in the context of the Russia-Ukraine conflict","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Social Science Fund of China; National Natural Science Foundation of China","keywords":"Context (archaeology); Shock (circulatory); International trade; Supply shock; Economics; Exploit; Business; International economics; Geography; Development economics; Monetary economics","authors":[{"name":"Linqing Liu","is_ca":false},{"name":"Weiran Wang","is_ca":false},{"name":"Xiaofei Yan","is_ca":false},{"name":"Mengyun Shen","is_ca":false},{"name":"Haizhi Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07676492330081704,"gpt":0.2874977582435468,"spread":0.2107328349427298,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000711251,0.0002923835,0.0002684928,0.00115626,0.0005224822,0.001679193,0.0003250207,0.0003694107,0.001844545],"category_scores_gemma":[0.003010728,0.0002103615,0.0005013613,0.00135868,0.0004725106,0.0008957735,0.001376186,0.0006137953,0.0001628002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00125983,"about_ca_system_score_gemma":0.0006916088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03320365,"about_ca_topic_score_gemma":0.01584525,"domain_scores_codex":[0.9996049,0.0001598876,0.00002830107,0.00006588013,0.00003764014,0.0001033455],"domain_scores_gemma":[0.9987749,0.0004118239,0.0004507246,0.00008332288,0.0001513704,0.0001278232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001974459,0.00007750098,0.8081595,0.00005144651,0.0002753687,0.002171489,0.0007263598,0.1737845,0.0008824978,0.004818439,0.0007902168,0.008065279],"study_design_scores_gemma":[0.00002568605,0.0001761202,0.6621941,0.000087589,0.0002330338,0.0005049953,0.006083603,0.3192427,0.001181533,0.008229063,0.001976059,0.00006558287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981665,0.00007279447,0.0005492198,0.00009419182,0.000004295884,0.000005886202,0.0001968015,0.000009992554,0.0009002704],"genre_scores_gemma":[0.9996505,0.00004851695,0.00009320467,0.000004853183,0.000001053155,0.000002179964,0.00009632549,0.000001342878,0.0001021004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03320365,"threshold_uncertainty_score":0.06602079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200177403","doi":"10.1057/s41599-021-00993-6","title":"Impacts of school shooter drills on the psychological well-being of American K-12 school communities: a social media study","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Microsoft (Canada)","funders":"Georgia Institute of Technology","keywords":"Mental health; Psychology; Social media; Anxiety; Toll; Grit; Applied psychology; Medical education; Social psychology; Political science; Medicine; Psychiatry","authors":[{"name":"Mai ElSherief","is_ca":false},{"name":"Koustuv Saha","is_ca":true},{"name":"Pranshu Gupta","is_ca":false},{"name":"Shrija Mishra","is_ca":false},{"name":"Jordyn Seybolt","is_ca":false},{"name":"Jiajia Xie","is_ca":false},{"name":"Megan O’Toole","is_ca":false},{"name":"Sarah Burd-Sharps","is_ca":false},{"name":"Munmun De Choudhury","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3031829633861055,"gpt":0.4533406208756875,"spread":0.150157657489582,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133561,0.0002459046,0.0003029624,0.001656669,0.001321667,0.001840736,0.0004281431,0.0005416173,0.002594769],"category_scores_gemma":[0.006172182,0.0003642279,0.0004086889,0.001401411,0.000773547,0.001331213,0.001785121,0.001263371,0.0003864664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005702059,"about_ca_system_score_gemma":0.0005655352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191075,"about_ca_topic_score_gemma":0.02323775,"domain_scores_codex":[0.999054,0.0004025866,0.00006521141,0.0001106658,0.0001589522,0.0002084148],"domain_scores_gemma":[0.9939094,0.001489339,0.00242741,0.0003113305,0.0007285356,0.00113408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001370508,0.001333431,0.9801655,0.00004472817,0.00008708115,0.00006558252,0.008074692,0.00006288559,0.0003017193,0.00009322009,0.0005009483,0.009133331],"study_design_scores_gemma":[0.000002959526,0.0001381776,0.986043,0.00001872054,0.0000184687,0.00001994803,0.01325553,0.0001412877,0.00005772423,0.00002829174,0.0002691179,0.000006912162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995141,0.00001559076,0.00001960898,0.00005152034,0.000003178379,0.00000944599,0.0000821177,0.000001420673,0.0003029988],"genre_scores_gemma":[0.9995306,0.00004970457,0.00005060564,0.00003379087,0.00000873041,0.00002394194,0.0001199768,0.000002030803,0.0001806784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01191075,"threshold_uncertainty_score":0.02368283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402050615","doi":"10.1057/s41599-024-03557-6","title":"Embracing artificial intelligence in the labour market: the case of statistics","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Statistics; Economics; Artificial intelligence; Econometrics; Computer science; Mathematics","authors":[{"name":"Jin Liu","is_ca":false},{"name":"K Chen","is_ca":false},{"name":"Wenjing Lyu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1630001173803694,"gpt":0.3258030131612472,"spread":0.1628028957808778,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039842,0.0002104187,0.0003884708,0.002606432,0.004295825,0.007561029,0.0007089519,0.001731919,0.005886368],"category_scores_gemma":[0.009764833,0.0001904404,0.0003573181,0.004487168,0.01174658,0.007472715,0.00388041,0.001934246,0.0005360912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004496753,"about_ca_system_score_gemma":0.003968039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02316868,"about_ca_topic_score_gemma":0.02219073,"domain_scores_codex":[0.9969086,0.001579297,0.00005601842,0.0002695812,0.0004720098,0.0007144748],"domain_scores_gemma":[0.9922532,0.004960056,0.0008701726,0.000363435,0.0004679258,0.001085064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002010416,0.0001444079,0.07249001,0.0001888845,0.00004744629,0.001501266,0.05372269,0.003262868,0.0005947357,0.7742534,0.009383733,0.08420952],"study_design_scores_gemma":[0.00004288125,0.000108743,0.112641,0.0007449506,0.00002495732,0.0004998861,0.1089368,0.01323148,0.000359049,0.6302752,0.1330208,0.0001141604],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.708692,0.0106156,0.01342482,0.1109087,0.0003554696,0.00004655277,0.0003100254,0.00004243577,0.1556044],"genre_scores_gemma":[0.9941069,0.001401575,0.0007037541,0.001256496,0.0002451453,0.00001600615,0.00003442435,0.00001555494,0.002220107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02316868,"threshold_uncertainty_score":0.04606766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293251238","doi":"10.1057/s41599-022-01157-w","title":"How can funders promote the use of research? Three converging views on relational research","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Johns Hopkins University","keywords":"Sustainability; Order (exchange); Work (physics); Political science; Public relations; Engineering ethics; Bridge (graph theory); Knowledge management; Sociology; Business; Computer science; Engineering; Medicine; Ecology","authors":[{"name":"Vivian Tseng","is_ca":false},{"name":"Angela Bednarek","is_ca":false},{"name":"Kristy Faccer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9564556683276968,"gpt":0.6270769069684027,"spread":0.3293787613592941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3808101,0.0010514,0.00185694,0.005775469,0.02019107,0.07821877,0.005830144,0.02095153,0.002604538],"category_scores_gemma":[0.3941568,0.001651853,0.001392046,0.005455889,0.0972186,0.04135597,0.05414862,0.02567135,0.0004669099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04287114,"about_ca_system_score_gemma":0.07201789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01227718,"about_ca_topic_score_gemma":0.009779281,"domain_scores_codex":[0.5570383,0.3463317,0.01561888,0.01204507,0.04723276,0.02173333],"domain_scores_gemma":[0.491494,0.3893679,0.02740043,0.01979534,0.04007262,0.03186965],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001293462,0.00007156559,0.004390331,0.0005868739,0.0001079457,0.0003825612,0.09546013,0.0005306567,0.0004133965,0.8636025,0.01003808,0.0242867],"study_design_scores_gemma":[0.000190234,0.0001175173,0.001962162,0.002775279,0.0001350664,0.0003044117,0.10241,0.001723888,0.001015461,0.6990015,0.190129,0.0002354787],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04210839,0.006534972,0.0290812,0.8643603,0.001227904,0.0002331056,0.00004841394,0.0001003784,0.05630531],"genre_scores_gemma":[0.9332558,0.003374553,0.01650134,0.04211514,0.0007701886,0.0004669632,0.00002093853,0.0001389605,0.003356156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6191899,"threshold_uncertainty_score":0.7635714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285589001","doi":"10.1057/s41599-022-01254-w","title":"Correction: Evaluation of science advice during the COVID-19 pandemic in Sweden","year":2022,"lang":"en","type":"erratum","venue":"Humanities and Social Sciences Communications","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Advice (programming); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Data science; History; Computer science; Medicine; Virology; Infectious disease (medical specialty)","authors":[{"name":"Nele Brusselaers","is_ca":false},{"name":"David Steadson","is_ca":false},{"name":"Kelly Bjorklund","is_ca":true},{"name":"Sofia Breland","is_ca":false},{"name":"Jens Stilhoff Sörensen","is_ca":false},{"name":"Andrew G. Ewing","is_ca":false},{"name":"Sigurd Bergmann","is_ca":false},{"name":"Gunnar Steineck","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4147059154094534,"gpt":0.5126031271516057,"spread":0.09789721174215232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01024994,0.00273955,0.002160945,0.004258654,0.005277418,0.00621092,0.004791885,0.01681443,0.03842152],"category_scores_gemma":[0.1683194,0.001322978,0.002352538,0.002439876,0.004194887,0.003027916,0.003590883,0.01969549,0.02153922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007020556,"about_ca_system_score_gemma":0.01336432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03654738,"about_ca_topic_score_gemma":0.04614055,"domain_scores_codex":[0.9870223,0.002781725,0.002432382,0.001170631,0.005650214,0.0009425869],"domain_scores_gemma":[0.9307482,0.02673384,0.002985587,0.00287519,0.03357942,0.003077811],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001689703,0.000003431923,0.00003268899,0.00006440667,0.00000842226,0.0001764414,0.00005019097,0.00002094295,0.00001197548,0.0004933013,0.9970937,0.00202762],"study_design_scores_gemma":[0.00004822429,0.00001994881,0.0004293456,0.0006950264,0.00004161438,0.0004242831,0.0002173054,0.0001908447,0.000161656,0.001567581,0.9961565,0.00004757917],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001092233,0.0004914918,0.000306931,0.1195285,0.8763541,0.00002431454,0.0006118669,0.0002460009,0.00232749],"genre_scores_gemma":[0.01141312,0.007373792,0.004232466,0.2913046,0.5125986,0.0003121686,0.001516728,0.001676033,0.1695725],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.98975,"threshold_uncertainty_score":0.1285328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283261677","doi":"10.1057/s41599-022-01221-5","title":"Patient-centered care and interprofessional collaboration in medical resident education: Where we stand and where we need to go","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Psychological intervention; CINAHL; Medicine; Context (archaeology); MEDLINE; Health care; Nursing; Multidisciplinary approach; Medical education; Curriculum; Psychology","authors":[{"name":"Arpita Gantayet-Mathur","is_ca":true},{"name":"Karenn Chan","is_ca":true},{"name":"Meena Kalluri","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07350810803647044,"gpt":0.4474468773229952,"spread":0.3739387692865248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01379707,0.0005804626,0.002416068,0.004880049,0.0008755716,0.004925363,0.001177314,0.002508479,0.004472267],"category_scores_gemma":[0.05758844,0.0004379602,0.001581484,0.006402896,0.001394011,0.004654354,0.002281161,0.002154748,0.0003505111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004034091,"about_ca_system_score_gemma":0.01267026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004531498,"about_ca_topic_score_gemma":0.009336059,"domain_scores_codex":[0.9841157,0.01055913,0.002397625,0.0004945778,0.002122559,0.0003104494],"domain_scores_gemma":[0.9253762,0.05849414,0.009511141,0.0006694662,0.004871929,0.001077085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003282614,0.0001615314,0.002430481,0.605583,0.001449172,0.0002259051,0.002854241,0.0002291571,0.0001690745,0.0058452,0.009635547,0.3710885],"study_design_scores_gemma":[0.0001964377,0.0002853707,0.006723435,0.9252394,0.002437659,0.0004462137,0.004272257,0.0001444771,0.0002273356,0.003103458,0.05687111,0.00005278847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002009744,0.9919984,0.0002315046,0.003810867,0.00032034,0.00008906234,0.00005416834,0.000005074811,0.001480864],"genre_scores_gemma":[0.0507383,0.9418515,0.002079719,0.004029637,0.0004570499,0.0004416324,0.00008275875,0.000004745277,0.0003147455],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01379707,"threshold_uncertainty_score":0.07296675,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402336284","doi":"10.1057/s41599-024-03645-7","title":"Place identity: a generative AI’s perspective","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Generative grammar; Perspective (graphical); Identity (music); Sociology; Epistemology; Cognitive science; Psychology; Computer science; Artificial intelligence; Aesthetics; Philosophy","authors":[{"name":"Kee Moon Jang","is_ca":false},{"name":"Jun‐Da Chen","is_ca":false},{"name":"Yuhao Kang","is_ca":false},{"name":"Junghwan Kim","is_ca":false},{"name":"J H Lee","is_ca":true},{"name":"Fábio Duarte","is_ca":false},{"name":"Carlo Ratti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.147565924241377,"gpt":0.4145732648254961,"spread":0.267007340584119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003578706,0.0006610917,0.0005263376,0.002942144,0.002447633,0.007288446,0.002064388,0.002031623,0.005441628],"category_scores_gemma":[0.01270531,0.0005666067,0.001264254,0.00186965,0.01654922,0.008640579,0.004588688,0.002278076,0.0005746178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003788991,"about_ca_system_score_gemma":0.00169778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008107431,"about_ca_topic_score_gemma":0.004901485,"domain_scores_codex":[0.9971902,0.001723849,0.00008023703,0.0004429177,0.0003788147,0.0001839642],"domain_scores_gemma":[0.9921084,0.005074854,0.0004699646,0.001496279,0.00048549,0.000364915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001351981,0.00001882088,0.002835357,0.00004155513,0.00001914514,0.0001053528,0.006511438,0.005663163,0.000159551,0.9785069,0.0003785517,0.005746803],"study_design_scores_gemma":[0.00001162963,0.00002579864,0.001795168,0.00007151262,0.00002364217,0.0002849326,0.006675857,0.03621488,0.000319657,0.9378561,0.01669499,0.00002576594],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1688261,0.001756705,0.5562708,0.02020765,0.000281003,0.00014543,0.0004344145,0.0002900301,0.251788],"genre_scores_gemma":[0.9658985,0.0003152227,0.02988186,0.0004536835,0.00006370842,0.00006907401,0.00014783,0.00006730907,0.003102855],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008107431,"threshold_uncertainty_score":0.02749121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3086799952","doi":"10.1057/s41599-020-00584-x","title":"Prevalent posttraumatic stress disorder among emergency department personnel: rapid systematic review","year":2020,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Windsor","funders":"","keywords":"Emergency department; Posttraumatic stress; Confidence interval; Medicine; Nonprobability sampling; Health care; Family medicine; Psychology; Psychiatry; Population; Environmental health","authors":[{"name":"Diane I. N. Trudgill","is_ca":true},{"name":"Kevin M. Gorey","is_ca":true},{"name":"Elizabeth Donnelly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.263650838470153,"gpt":0.4506387920943848,"spread":0.1869879536242319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01671352,0.001554801,0.008718943,0.02010534,0.0008972923,0.004299429,0.00190067,0.002072567,0.00670831],"category_scores_gemma":[0.08788328,0.001692516,0.007642763,0.01787357,0.0009848441,0.004209063,0.002864585,0.001336999,0.0005601961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006523559,"about_ca_system_score_gemma":0.02317719,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114995,"about_ca_topic_score_gemma":0.0372629,"domain_scores_codex":[0.9821701,0.004911231,0.00809566,0.001527026,0.002709065,0.000586869],"domain_scores_gemma":[0.9448724,0.0348123,0.01046653,0.001374898,0.00781781,0.0006561328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001173048,0.000009054626,0.00119798,0.9755591,0.007320335,0.00008583551,0.0002679899,0.00005539843,0.00013653,0.000113071,0.001081136,0.0140563],"study_design_scores_gemma":[0.0002240792,0.0001784378,0.005714775,0.928112,0.05310276,0.000302619,0.0005095525,0.00005541671,0.0001668127,0.0002039107,0.01138933,0.00004031893],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004366331,0.9868732,0.0005552082,0.0006818814,0.0002490182,0.002529871,0.004112485,0.00004156965,0.0005904719],"genre_scores_gemma":[0.05643103,0.9323082,0.002783642,0.001455915,0.0001588465,0.004997817,0.001497318,0.00002695342,0.0003402915],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02010534,"threshold_uncertainty_score":0.08839059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399011479","doi":"10.1057/s41599-024-03178-z","title":"Neither right nor wrong? Ethics of collaboration in transformative research for sustainable futures","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":26,"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":"Transformative learning; Futures contract; Engineering ethics; Sociology; Environmental ethics; Research ethics; Political science; Business; Engineering; Philosophy; Pedagogy","authors":[{"name":"Julia M. Wittmayer","is_ca":false},{"name":"Ying-Syuan Huang","is_ca":true},{"name":"Kristina Bogner","is_ca":false},{"name":"Evan Boyle","is_ca":false},{"name":"Katharina Hölscher","is_ca":false},{"name":"Timo von Wirth","is_ca":false},{"name":"Tessa Boumans","is_ca":false},{"name":"Jilde Garst","is_ca":false},{"name":"Yogi Hale Hendlin","is_ca":false},{"name":"Mariangela Lavanga","is_ca":false},{"name":"Derk Loorbach","is_ca":false},{"name":"Neha Mungekar","is_ca":false},{"name":"Mapula Tshangela","is_ca":false},{"name":"Pieter Vandekerckhove","is_ca":false},{"name":"Ana Vasques","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2039754989300245,"gpt":0.4366357857552682,"spread":0.2326602868252436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.1328442,0.0005841795,0.000983522,0.001762104,0.01774761,0.02626716,0.002814173,0.01628172,0.003422011],"category_scores_gemma":[0.1134599,0.0008180111,0.0009092729,0.001512969,0.1372549,0.02270619,0.01982261,0.01142468,0.0007812477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00893076,"about_ca_system_score_gemma":0.01993112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00179362,"about_ca_topic_score_gemma":0.001376034,"domain_scores_codex":[0.7007818,0.2749833,0.003914068,0.00497744,0.01033411,0.005009226],"domain_scores_gemma":[0.8066098,0.1564736,0.009044919,0.0115905,0.009282485,0.006998659],"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":[0.00001505211,0.00002044756,0.0002024552,0.00005637261,0.000005999578,0.0002295258,0.04988501,0.0002767215,0.0000902537,0.9457959,0.001111538,0.002310742],"study_design_scores_gemma":[0.00002293689,0.00002382965,0.00009371366,0.0003204319,0.000006146621,0.0002797965,0.02686836,0.00089692,0.0002238114,0.9351807,0.036058,0.00002536457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08593379,0.005721936,0.2018788,0.3675983,0.001928574,0.0004534629,0.0000432938,0.0001090462,0.3363328],"genre_scores_gemma":[0.9698766,0.0009379102,0.01851199,0.005608805,0.0002374647,0.0003644564,0.00001180409,0.00005196798,0.004399031],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9822524,"threshold_uncertainty_score":0.7025558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220917849","doi":"10.1057/s41599-022-01074-y","title":"Vaccine hesitancy and monetary incentives","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Incentive; Herd immunity; Vaccination; Willingness to pay; Coronavirus disease 2019 (COVID-19); Public economics; Business; Medicine; Economics; Immunology; Disease; Microeconomics; Internal medicine; Infectious disease (medical specialty)","authors":[{"name":"Ganesh Iyer","is_ca":false},{"name":"Vivek Nandur","is_ca":true},{"name":"David Soberman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1024931127767729,"gpt":0.3274644261284939,"spread":0.224971313351721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007464348,0.0002466647,0.0003611066,0.0003534664,0.0003412871,0.001128838,0.0003519496,0.0006850469,0.00638328],"category_scores_gemma":[0.05151537,0.0001961207,0.0002817503,0.0001873503,0.0009600506,0.000793922,0.0007474038,0.001097849,0.0002840561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003997539,"about_ca_system_score_gemma":0.0004064165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003261782,"about_ca_topic_score_gemma":0.000307663,"domain_scores_codex":[0.9951721,0.003686555,0.0001812032,0.0002031911,0.0005318252,0.0002251642],"domain_scores_gemma":[0.9000582,0.07774826,0.01572353,0.002564771,0.001507437,0.00239789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0104342,0.008299442,0.7867222,0.001064449,0.0009470995,0.000823491,0.003856209,0.006901683,0.01415551,0.0217104,0.002620843,0.1424645],"study_design_scores_gemma":[0.0007031446,0.009335502,0.9253415,0.0004426145,0.000397774,0.0007395501,0.003752119,0.01686606,0.006539775,0.02960863,0.006151274,0.0001219309],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931887,0.0001383404,0.0005860495,0.0005992588,0.00001574238,0.00005160748,0.00003086147,0.000007885003,0.005381548],"genre_scores_gemma":[0.9994312,0.00002904945,0.0002178079,0.0001164013,0.000008710025,0.00001990329,0.000009098339,0.000001308891,0.0001664535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007464348,"threshold_uncertainty_score":0.03947574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4382502880","doi":"10.1057/s41599-023-01733-8","title":"Capacity development for knowledge mobilization: a scoping review of the concepts and practices","year":2023,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Incentive; Capacity building; Thematic analysis; Grey literature; Psychological intervention; Process (computing); Knowledge management; Psychology; Political science; Sociology; Computer science; Qualitative research; MEDLINE; Social science","authors":[{"name":"Hamid Golhasany","is_ca":true},{"name":"Blane Harvey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7342057566595254,"gpt":0.489995816392729,"spread":0.2442099402667963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1074999,0.002073025,0.004217155,0.0661063,0.004794521,0.01329401,0.00381679,0.004801468,0.002693895],"category_scores_gemma":[0.2082547,0.002324939,0.004456646,0.06739704,0.008168953,0.01363364,0.007470749,0.004644861,0.0006948586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01636151,"about_ca_system_score_gemma":0.0856959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479671,"about_ca_topic_score_gemma":0.02332858,"domain_scores_codex":[0.9233173,0.03334863,0.02306615,0.002852247,0.01617603,0.001239676],"domain_scores_gemma":[0.6782597,0.2626901,0.01768477,0.005849184,0.03413343,0.001382721],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008274027,0.0001159458,0.002479045,0.3617973,0.0006922012,0.0006382764,0.02422399,0.001206022,0.000621893,0.03012758,0.01307605,0.5649391],"study_design_scores_gemma":[0.00001333742,0.00005602671,0.001854837,0.8880339,0.0006298415,0.0003522368,0.01044721,0.0003941733,0.0003391897,0.0056814,0.09214015,0.00005774727],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003186145,0.9739429,0.005054093,0.007541076,0.0007220853,0.001580132,0.0002835188,0.00003865245,0.007651329],"genre_scores_gemma":[0.02981148,0.9538906,0.01138403,0.00112269,0.0001717962,0.002750124,0.0003332149,0.00003049893,0.0005056249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8925002,"threshold_uncertainty_score":0.5685204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380991631","doi":"10.1057/s41599-023-01756-1","title":"Co-management for sustainable development and conservation in Sanjiangyuan National Park and the surrounding Tibetan nomadic pastoralist areas","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; University of Alberta","funders":"Chinese Academy of Sciences","keywords":"Livelihood; National park; Geography; Sustainable development; Pastoralism; Environmental resource management; China; Environmental planning; Natural resource management; Sustainable management; Community-based conservation; Natural resource; Political science; Sustainability; Livestock; Ecology; Agriculture; Forestry","authors":[{"name":"Ting Ma","is_ca":false},{"name":"Brent Swallow","is_ca":true},{"name":"J. Marc Foggin","is_ca":true},{"name":"Linsheng Zhong","is_ca":false},{"name":"Weiguo Sang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08952921085352408,"gpt":0.3023831292136855,"spread":0.2128539183601615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001508067,0.0001347151,0.00009284691,0.0006995972,0.001818897,0.001219191,0.0003722109,0.0001945822,0.001935997],"category_scores_gemma":[0.0008889067,0.00005541812,0.00009867584,0.001035828,0.0005990898,0.0005512709,0.001188191,0.000214614,0.00004973929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194495,"about_ca_system_score_gemma":0.002873322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413229,"about_ca_topic_score_gemma":0.05135638,"domain_scores_codex":[0.999503,0.0002933844,0.00002254059,0.00003817894,0.00005807828,0.00008487712],"domain_scores_gemma":[0.9994007,0.0001690242,0.0001166667,0.00001850345,0.00008953051,0.0002055734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001257489,0.0005797855,0.6293672,0.001507501,0.0001192385,0.003274978,0.1065422,0.001032092,0.003292419,0.0104735,0.004059158,0.2396262],"study_design_scores_gemma":[0.00003014618,0.000372585,0.6916316,0.0007094034,0.00008009168,0.0005424566,0.2659486,0.002611997,0.0004450651,0.002267363,0.0353331,0.00002764285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990101,0.001492964,0.0004521456,0.0005307379,0.00001893748,0.0000606783,0.00004573495,0.000003691572,0.007294188],"genre_scores_gemma":[0.9986602,0.0003685863,0.0003698732,0.00003701055,0.000007307226,0.00003188401,0.0000312175,4.845364e-7,0.0004934512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01413229,"threshold_uncertainty_score":0.02810007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309563323","doi":"10.1057/s41599-022-01423-x","title":"Null effects of news exposure: a test of the (un)desirable effects of a ‘news vacation’ and ‘news binging’","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Social Media and Politics","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"News media; Psychology; Perception; Consumption (sociology); Social psychology; Fake news; Democracy; Media consumption; Negative information; Advertising; Centrality; Politics; Political science; Business; Sociology","authors":[{"name":"Magdalena Wojcieszak","is_ca":false},{"name":"Bernhard Clemm von Hohenberg","is_ca":false},{"name":"Andreu Casas","is_ca":false},{"name":"Ericka Menchen-Trevino","is_ca":false},{"name":"Sjifra de Leeuw","is_ca":false},{"name":"Alexandre Gonçalves","is_ca":false},{"name":"Miriam Boon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07314916380884304,"gpt":0.3101696330721657,"spread":0.2370204692633227,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03213072,0.000855685,0.001333118,0.0007958463,0.0008825739,0.001980798,0.002311125,0.002387433,0.01758216],"category_scores_gemma":[0.1220382,0.0005452395,0.001878385,0.000800983,0.0052807,0.002110817,0.003365817,0.004004108,0.0009288781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006081038,"about_ca_system_score_gemma":0.000787753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009614785,"about_ca_topic_score_gemma":0.0003718409,"domain_scores_codex":[0.9596257,0.02288279,0.00289792,0.007488575,0.005474629,0.001630428],"domain_scores_gemma":[0.4913195,0.4498475,0.02659309,0.02308168,0.004103953,0.005054221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1890589,0.03019198,0.5661733,0.003312638,0.007260302,0.001989916,0.007918569,0.004473779,0.09602454,0.03152162,0.003921668,0.05815275],"study_design_scores_gemma":[0.002170492,0.04557259,0.8865716,0.0001881598,0.002981083,0.0006467082,0.002938058,0.01579341,0.02486031,0.01138096,0.006717017,0.0001797294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894668,0.0001761027,0.003976999,0.0002663686,0.000168579,0.0002446003,0.000616196,0.00003777666,0.005046501],"genre_scores_gemma":[0.9934373,0.00003486488,0.003831635,0.0002596012,0.0000492787,0.0008018665,0.0003959597,0.00004445646,0.001144973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03213072,"threshold_uncertainty_score":0.1699255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400850656","doi":"10.1057/s41599-024-03452-0","title":"Novel insights from financial analysis of the failure to commercialise plazomicin: Implications for the antibiotic investment ecosystem","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Finance; Demise; Bankruptcy; Financial services","authors":[{"name":"Nadya Wells","is_ca":false},{"name":"Vinh-Kim Nguyen","is_ca":false},{"name":"Stephan Harbarth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2423406872790075,"gpt":0.3431836947426274,"spread":0.1008430074636198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004543447,0.0004285821,0.0004370227,0.005468128,0.0007753031,0.005088389,0.0006898837,0.001433247,0.005130096],"category_scores_gemma":[0.02646681,0.0001863826,0.0005042073,0.003714733,0.00121076,0.003279418,0.00162291,0.00211666,0.0007768876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002521405,"about_ca_system_score_gemma":0.002158995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01034476,"about_ca_topic_score_gemma":0.007520202,"domain_scores_codex":[0.9981358,0.0005257973,0.0001857277,0.0001937634,0.0006282289,0.0003306126],"domain_scores_gemma":[0.9672764,0.01402634,0.01179937,0.0008560522,0.004677235,0.001364559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004759764,0.0006126895,0.7081147,0.0006237976,0.0003166172,0.004403712,0.003511324,0.0200965,0.002705163,0.1050181,0.04314582,0.1109755],"study_design_scores_gemma":[0.00005133462,0.0003703854,0.6570259,0.001054482,0.0002040098,0.001755677,0.01670968,0.11805,0.003009489,0.1381115,0.06338798,0.000269523],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8880012,0.003639566,0.01578087,0.03984724,0.0002059866,0.000171394,0.005231345,0.0002194401,0.04690298],"genre_scores_gemma":[0.9941017,0.0006810577,0.001938763,0.0005460748,0.00013545,0.00002791998,0.0009364971,0.00002136503,0.001611142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9992247,"threshold_uncertainty_score":0.02402836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389506277","doi":"10.1057/s41599-023-02468-2","title":"The structural relations of self-control, empathy, interpersonal trust, friendship quality, and mental well-being among adolescents: a cross-national comparative study in China and Canada","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Friendship; Psychology; Empathy; Structural equation modeling; Collectivism; Interpersonal communication; Perspective-taking; Interpersonal relationship; Social psychology; Perspective (graphical); Developmental psychology; Individualism; Political science","authors":[{"name":"Jinpeng Niu","is_ca":false},{"name":"Chao Jin","is_ca":false},{"name":"Lingqi Meng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.153706404332943,"gpt":0.4539074469771056,"spread":0.3002010426441626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007874288,0.0002761047,0.0004290416,0.001325892,0.002391393,0.0009338088,0.0005309056,0.0002615449,0.001098058],"category_scores_gemma":[0.001479709,0.0002017971,0.0005091504,0.002542313,0.0007532193,0.0002746431,0.0006246295,0.0004520962,0.000056923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006975736,"about_ca_system_score_gemma":0.008318315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9411535,"about_ca_topic_score_gemma":0.9689744,"domain_scores_codex":[0.9995634,0.00004674683,0.00002793831,0.00008024534,0.0001371052,0.0001445674],"domain_scores_gemma":[0.999072,0.0001336493,0.0001770803,0.00004625098,0.0003223217,0.000248744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002786101,0.00002888633,0.9917571,0.00002053674,0.00005666197,0.00009497333,0.00411263,0.00004251839,0.0001759362,0.0001890318,0.0001160293,0.003377897],"study_design_scores_gemma":[0.000001506216,0.00001061675,0.9961875,0.000009989076,0.00001919786,0.00002517872,0.003411546,0.00009981168,0.00002743314,0.00001753785,0.0001856326,0.000004042353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994941,0.00008313245,0.0000251008,0.00002684453,0.000001628973,0.000005023659,0.0001096581,5.480212e-7,0.0002539555],"genre_scores_gemma":[0.9995102,0.0001132313,0.00006544497,0.00001303335,0.000001093447,0.000005886093,0.0001563502,7.961457e-7,0.0001339877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05884653,"threshold_uncertainty_score":0.1183861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3171627769","doi":"10.1057/s41599-021-00811-z","title":"Making autonomy an instrument: a pragmatist account of contextualized autonomy","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université de Montréal; Montreal Clinical Research Institute","funders":"Mitacs","keywords":"Autonomy; Pragmatism; Epistemology; Voluntariness; Social psychology; Sociology; Psychology; Political science; Philosophy","authors":[{"name":"Éric Racine","is_ca":true},{"name":"Sarah Kusch","is_ca":true},{"name":"M. Ariel Cascio","is_ca":true},{"name":"Aline Bogossian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3236572947100982,"gpt":0.3872203720097105,"spread":0.0635630772996123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005821507,0.0004469497,0.0004350086,0.001660091,0.002910178,0.006635557,0.001893127,0.002527703,0.003930961],"category_scores_gemma":[0.007172357,0.0003103444,0.0007855027,0.0009644351,0.05002403,0.01181914,0.009588785,0.004875862,0.000433183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298342,"about_ca_system_score_gemma":0.002608851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001468449,"about_ca_topic_score_gemma":0.001140248,"domain_scores_codex":[0.9937869,0.003962645,0.0002219639,0.0008125091,0.0007787548,0.0004370565],"domain_scores_gemma":[0.9949198,0.003162795,0.0004070935,0.0008684479,0.0003586033,0.0002831731],"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":[0.000004276761,0.000006086758,0.0001666212,0.00001720704,0.000002479966,0.00005958886,0.00797489,0.000417507,0.00009162949,0.9898143,0.0001316965,0.001313659],"study_design_scores_gemma":[0.00000976007,0.00001651083,0.000288184,0.00007379568,0.000005938974,0.0000839153,0.003118006,0.001465765,0.0001777329,0.9756187,0.01913074,0.00001090036],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09616454,0.002736294,0.455576,0.0347066,0.0004241875,0.0002502621,0.0001653939,0.0002627427,0.409714],"genre_scores_gemma":[0.9719297,0.0004684968,0.02187988,0.0007453062,0.0001268997,0.000186683,0.0000552888,0.0000507374,0.004556996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006635557,"threshold_uncertainty_score":0.03078747,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4221122654","doi":"10.1057/s41599-022-01113-8","title":"Risk factors and missing persons: advancing an understanding of ‘risk’","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Missing data; Terminology; Categorical variable; Psychology; Phenomenon; Proxy (statistics); Risk factor; Medicine; Computer science; Epistemology","authors":[{"name":"Lorna Ferguson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2723986486304939,"gpt":0.4042390401921985,"spread":0.1318403915617046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08096576,0.001117507,0.001863088,0.009172071,0.005204569,0.01170491,0.004835345,0.006520806,0.002196619],"category_scores_gemma":[0.1426176,0.00112733,0.001667486,0.004263078,0.04167448,0.03574908,0.01182835,0.01630062,0.0002631106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007338619,"about_ca_system_score_gemma":0.01514264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007234342,"about_ca_topic_score_gemma":0.006108515,"domain_scores_codex":[0.9424437,0.04366085,0.003379628,0.002670498,0.006470516,0.001374758],"domain_scores_gemma":[0.8239666,0.1362992,0.01642818,0.008434564,0.01141016,0.003461246],"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":[0.00007148977,0.0001302758,0.0310344,0.001347838,0.0001371383,0.0006114769,0.1199847,0.001112108,0.0001899454,0.7630484,0.005718914,0.07661339],"study_design_scores_gemma":[0.00001464408,0.00009326617,0.006671678,0.005599443,0.00009927545,0.001455587,0.0542991,0.002135254,0.0002958912,0.894926,0.03431251,0.00009744344],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08629413,0.06964908,0.29282,0.5194056,0.003590776,0.0002118025,0.00027607,0.0001501006,0.02760247],"genre_scores_gemma":[0.8761275,0.03825706,0.06266449,0.01916124,0.002210298,0.0002653587,0.0001840731,0.00006169089,0.00106829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08096576,"threshold_uncertainty_score":0.428193,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396704969","doi":"10.1057/s41599-024-02975-w","title":"Liveable urban forms: planning, self-organisation, and a third way (Isobenefit urbanism)","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Urbanism; Urban planning; Self organisation; Environmental planning; Architectural engineering; Sociology; Geography; Civil engineering; Architecture; Engineering; Management science; Archaeology","authors":[{"name":"Luca D’Acci","is_ca":false},{"name":"David Banister","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06015927007746079,"gpt":0.2540666277275772,"spread":0.1939073576501164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001693852,0.0003483812,0.0002318683,0.001242534,0.001917963,0.005909038,0.0007628829,0.001131265,0.003430988],"category_scores_gemma":[0.001825138,0.0002437871,0.0004926562,0.001249977,0.02047868,0.004335082,0.00595075,0.001282123,0.0004395699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003404882,"about_ca_system_score_gemma":0.002735282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00286294,"about_ca_topic_score_gemma":0.006227498,"domain_scores_codex":[0.9985225,0.0008144095,0.00005253609,0.0001480233,0.0003118863,0.0001507265],"domain_scores_gemma":[0.9991783,0.0002291257,0.00009888322,0.0001858465,0.0001391071,0.0001686233],"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":[0.000002941952,0.000005816245,0.0004753486,0.00002495228,0.000001659555,0.00003178056,0.001717917,0.0007330547,0.00004919131,0.9864227,0.0008624519,0.009672281],"study_design_scores_gemma":[0.000005508082,0.00003046458,0.001229124,0.00008062035,0.00000496372,0.0001831134,0.004774494,0.002282811,0.0001686961,0.8838335,0.1073933,0.00001338153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06630951,0.004083737,0.3011068,0.02254215,0.0003495093,0.0003248097,0.0001471922,0.000262738,0.6048735],"genre_scores_gemma":[0.9294087,0.001533341,0.05095378,0.0004804588,0.00007264284,0.0002312227,0.00006787855,0.00006215937,0.01718976],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005909038,"threshold_uncertainty_score":0.02470428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4289333774","doi":"10.1057/s41599-022-01272-8","title":"Invertebrate research without ethical or regulatory oversight reduces public confidence and trust","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Animal and Plant Science Education","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Fisheries and Oceans Canada; Government of Canada; University of British Columbia","funders":"University of British Columbia","keywords":"Thematic analysis; Public trust; Likert scale; Psychology; Stakeholder; Low Confidence; Value (mathematics); Qualitative research; Public relations; Social psychology; Political science; Sociology; Social science; Developmental psychology","authors":[{"name":"Michael W. Brunt","is_ca":true},{"name":"Henrik Kreiberg","is_ca":true},{"name":"M.A.G. von Keyserlingk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5223616190438289,"gpt":0.4629265871012043,"spread":0.05943503194262467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04171716,0.0002498466,0.0004346742,0.001013126,0.003956345,0.006333197,0.001381413,0.001843038,0.002884601],"category_scores_gemma":[0.09328903,0.0004234948,0.0005743566,0.0007073467,0.01280122,0.002976136,0.006562188,0.003410391,0.0001795299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008044584,"about_ca_system_score_gemma":0.01119335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01310322,"about_ca_topic_score_gemma":0.01276345,"domain_scores_codex":[0.9504591,0.03451709,0.00144383,0.001764377,0.008500211,0.003315318],"domain_scores_gemma":[0.8338138,0.1070136,0.03108289,0.00816628,0.009759087,0.01016432],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007922854,0.0004394007,0.1943844,0.001341654,0.0002389199,0.001688203,0.7073332,0.0006067472,0.008307261,0.02402478,0.005957865,0.05488538],"study_design_scores_gemma":[0.000143667,0.0009579777,0.2257398,0.00134227,0.0001887165,0.001217249,0.6838773,0.001851585,0.002872882,0.02211635,0.05946223,0.0002298609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786528,0.0003936654,0.003440629,0.006516712,0.00005034502,0.00005749412,0.00003763153,0.00003148429,0.0108191],"genre_scores_gemma":[0.998646,0.0001235178,0.0004623437,0.0004820761,0.00001139921,0.00002680155,0.00001006138,0.000005747132,0.0002320929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9582828,"threshold_uncertainty_score":0.220624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400317093","doi":"10.1057/s41599-024-03385-8","title":"The wellbeing economy in practice: sustainable and inclusive growth? Or a post-growth breakthrough?","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"Umweltbundesamt; New Zealand Government; Llywodraeth Cymru; Helsingin Yliopisto","keywords":"Inclusive growth; Sustainable growth rate; Sustainable development; Economics; Business; Economic growth; Political science; Poverty","authors":[{"name":"Anders Hayden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02381887381122556,"gpt":0.2904351584815317,"spread":0.2666162846703062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01889664,0.0004380763,0.0005409559,0.001909715,0.01517676,0.02120023,0.001564086,0.005348226,0.006069143],"category_scores_gemma":[0.02140285,0.000291504,0.0003647804,0.002969685,0.06331794,0.02420724,0.0213867,0.009079149,0.0008009696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01483947,"about_ca_system_score_gemma":0.02213437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01242336,"about_ca_topic_score_gemma":0.02053354,"domain_scores_codex":[0.9774253,0.01354097,0.0005727917,0.001236912,0.003500668,0.003723354],"domain_scores_gemma":[0.9796668,0.009661345,0.002027139,0.002059846,0.003109483,0.003475246],"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":[0.00004008153,0.000112799,0.00430914,0.0003290277,0.00001131282,0.001017816,0.2746651,0.0001671872,0.0004033778,0.677039,0.008426862,0.03347831],"study_design_scores_gemma":[0.000008214988,0.00004896064,0.005661296,0.001404266,0.000007074021,0.0002593196,0.7055956,0.0001886009,0.0004293959,0.0922035,0.1941594,0.00003438299],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3793326,0.007155194,0.008421683,0.2913207,0.001150894,0.0001753862,0.00008654157,0.00006283275,0.3122942],"genre_scores_gemma":[0.9858959,0.002160106,0.001536447,0.00460396,0.0001024661,0.00007972492,0.00002916738,0.00002574449,0.005566461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02120023,"threshold_uncertainty_score":0.1076684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323356361","doi":"10.1057/s41599-023-01572-7","title":"Adapting to a new home: resettlement and mental health service experiences of immigrant and refugee youth in Montreal","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University","funders":"McGill University","keywords":"Mental health; Refugee; Ethnic group; Immigration; Service provider; Service (business); Cultural competence; Public relations; Mental health service; Nursing; Psychology; Political science; Medicine; Business; Psychiatry; Pedagogy; Marketing","authors":[{"name":"Charles Gyan","is_ca":true},{"name":"Farhin Chowdhury","is_ca":true},{"name":"Ata Senior Yeboah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1749079505532972,"gpt":0.4015617766670718,"spread":0.2266538261137747,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001380693,0.0004968011,0.0005782168,0.0008789297,0.01269142,0.002893604,0.001401871,0.0007355889,0.002558304],"category_scores_gemma":[0.002438909,0.000381742,0.0004232835,0.00145513,0.004506825,0.001133499,0.004859877,0.001784774,0.0001394785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02201345,"about_ca_system_score_gemma":0.02426321,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9245082,"about_ca_topic_score_gemma":0.980793,"domain_scores_codex":[0.9987963,0.0003570905,0.00003242771,0.00006114812,0.0001599505,0.0005931455],"domain_scores_gemma":[0.9987349,0.0001402654,0.0001619655,0.00002552649,0.0002538773,0.0006835874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008554505,0.00009300432,0.08778203,0.0001504498,0.00003262247,0.002643108,0.8926756,0.0001097593,0.0008943162,0.0007429909,0.002748684,0.01204184],"study_design_scores_gemma":[0.000003379894,0.00005022748,0.05379302,0.00007486656,0.0000108963,0.0001927148,0.9415966,0.00003697034,0.00007943357,0.00003014533,0.004107099,0.00002468122],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997018,0.0003814666,0.00004647454,0.0007706337,0.00001732266,0.00003065894,0.0000745439,0.000006643087,0.001654311],"genre_scores_gemma":[0.9978485,0.0005178034,0.00009718001,0.0002616289,0.000005204919,0.00002192571,0.0000468549,0.000005583099,0.001195267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07549185,"threshold_uncertainty_score":0.1597195,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402923076","doi":"10.1057/s41599-024-03774-z","title":"Co-parenting, parental competence and problem behaviours in children: examining differential parental roles","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"China Postdoctoral Science Foundation","keywords":"Developmental psychology; Psychology; Competence (human resources); Parenting skills; Social psychology","authors":[{"name":"Baocheng Pan","is_ca":false},{"name":"Youli Wang","is_ca":false},{"name":"Chengli Zhao","is_ca":false},{"name":"Jiaxuan Miao","is_ca":false},{"name":"Yizhao Gong","is_ca":false},{"name":"Bowen Xiao","is_ca":true},{"name":"Yan Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08906293665514782,"gpt":0.3360060507297322,"spread":0.2469431140745844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001133976,0.0003664189,0.0003609212,0.0009234234,0.000708789,0.000653905,0.0003144982,0.0002798177,0.001148867],"category_scores_gemma":[0.003039885,0.0002450281,0.0004566177,0.0008358143,0.0007583863,0.0004923207,0.001087768,0.000636389,0.00005250411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008035,"about_ca_system_score_gemma":0.0009635717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03319947,"about_ca_topic_score_gemma":0.07139436,"domain_scores_codex":[0.9993619,0.0001943325,0.00006500974,0.0001166974,0.0001276297,0.0001343977],"domain_scores_gemma":[0.9985275,0.0003318418,0.0006302875,0.00008785859,0.0001021055,0.0003203357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006190382,0.00001067605,0.9976852,0.00001020756,0.00002060959,0.00005385387,0.001127386,0.000008560547,0.00005966689,0.00002573311,0.000009991412,0.0009819433],"study_design_scores_gemma":[4.222935e-7,0.00001269612,0.9985567,0.000008820196,0.000008111113,0.00006769451,0.00124932,0.0000307074,0.00001589611,0.00001277039,0.00003567335,0.000001176984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994505,0.0002786019,0.00003332494,0.0000256429,0.000001615523,0.000002289534,0.00002848759,4.591579e-7,0.000178977],"genre_scores_gemma":[0.9996872,0.000149806,0.00005587605,0.000006093735,0.000001320326,0.000003509276,0.00003417449,4.822093e-7,0.00006150253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03319947,"threshold_uncertainty_score":0.06601244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3164763646","doi":"10.1057/s41599-021-00804-y","title":"Dog ownership, dog walking, and social capital","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"Japan Society for the Promotion of Science; Canadian Institutes of Health Research","keywords":"Social capital; Psychological intervention; Social support; Demography; Social engagement; Gerontology; Psychology; Medicine; Social psychology; Political science; Sociology","authors":[{"name":"Mohammad Javad Koohsari","is_ca":false},{"name":"Akitomo Yasunaga","is_ca":false},{"name":"Ai Shibata","is_ca":false},{"name":"Kaori Ishii","is_ca":false},{"name":"Rina Miyawaki","is_ca":false},{"name":"Kuniko Araki","is_ca":false},{"name":"Tomoki Nakaya","is_ca":false},{"name":"Tomoya Hanibuchi","is_ca":false},{"name":"Gavin R. McCormack","is_ca":true},{"name":"Koichiro Oka","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1036268171791564,"gpt":0.3815950166859351,"spread":0.2779681995067788,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005795697,0.000182732,0.0002205775,0.0007623332,0.0003009843,0.0005706553,0.0002447809,0.0002132053,0.002341212],"category_scores_gemma":[0.002982209,0.0001055499,0.0002483818,0.0006901267,0.0003598968,0.0004114812,0.000664364,0.0002643341,0.00009104838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003265454,"about_ca_system_score_gemma":0.000242008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007875551,"about_ca_topic_score_gemma":0.01533421,"domain_scores_codex":[0.9996436,0.0001289508,0.00003088487,0.00005573401,0.00006182581,0.00007903276],"domain_scores_gemma":[0.997109,0.0005445408,0.001588475,0.00009431851,0.0001905121,0.0004730795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003609596,0.00006336217,0.9939526,0.00004605842,0.00009523497,0.00004647445,0.0002401863,0.00006322056,0.00008790843,0.00009733305,0.0001353128,0.00513626],"study_design_scores_gemma":[9.049835e-7,0.0000214725,0.999427,0.0000112206,0.00001460294,0.00001790917,0.0001950746,0.00009515484,0.00001333839,0.00004793002,0.0001539295,0.000001626073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977711,0.0005830215,0.000097093,0.0001032299,0.000007183231,0.000005153008,0.0002047225,0.000001818888,0.001226826],"genre_scores_gemma":[0.9995778,0.0001701067,0.00006233152,0.00001036405,0.000006321906,0.000003189653,0.00007797424,2.306227e-7,0.00009171118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007875551,"threshold_uncertainty_score":0.01565945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3127379244","doi":"10.1057/s41599-021-00711-2","title":"Untangling racism: Stress reactions in response to variations of racism against Black Canadians","year":2021,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Racial and Ethnic Identity Research","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Wilfrid Laurier University; Carleton University; University of Ottawa","funders":"","keywords":"Racism; Psychometrics of racism; Anger; Social psychology; Psychology; Coping (psychology); Affect (linguistics); Gender studies; Sociology; Clinical psychology","authors":[{"name":"Kimberly Matheson","is_ca":true},{"name":"Andréna Pierre","is_ca":true},{"name":"Mindi D. Foster","is_ca":true},{"name":"Mathew Kent","is_ca":true},{"name":"Hymie Anisman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1643163903992678,"gpt":0.4002859990036353,"spread":0.2359696086043675,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006915531,0.0003958149,0.0002453896,0.000634052,0.004921434,0.0009875327,0.0004279995,0.0005796598,0.002609393],"category_scores_gemma":[0.002068715,0.0002171219,0.0002691931,0.0005099754,0.001182024,0.0001909988,0.0007999932,0.0008721178,0.000139466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007599059,"about_ca_system_score_gemma":0.004723498,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.770713,"about_ca_topic_score_gemma":0.8938408,"domain_scores_codex":[0.9995162,0.00009583639,0.00000981444,0.00004536537,0.0001510016,0.0001818724],"domain_scores_gemma":[0.9987395,0.0001215632,0.0003413318,0.00003255846,0.0003723752,0.0003926397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001979879,0.0008808404,0.7893308,0.0001967324,0.0001243465,0.0006879302,0.1546471,0.000276825,0.01754683,0.000304674,0.002451559,0.03157258],"study_design_scores_gemma":[0.000009131631,0.0002764264,0.923557,0.00003734732,0.00001931252,0.00005757334,0.07394224,0.0001072717,0.0005669643,0.00004812897,0.001346796,0.0000318232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990559,0.00002762824,0.00002215252,0.00008240885,0.000006287402,0.00001995586,0.00004358724,0.000001119979,0.0007408735],"genre_scores_gemma":[0.9991721,0.00004758913,0.00008002055,0.00004984359,0.000005332534,0.00001873473,0.00005084286,8.273154e-7,0.0005746798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.229287,"threshold_uncertainty_score":0.4612746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399975243","doi":"10.1057/s41599-024-03358-x","title":"The spatial spillover effect of financial growth on high-quality development: Evidence from Yellow River Basin in China","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"","keywords":"Spillover effect; China; Structural basin; Quality (philosophy); Geography; Business; Environmental science; Economics; Geology; Geomorphology; Physics; Archaeology","authors":[{"name":"Zhenhua Zhang","is_ca":false},{"name":"Chao Hua","is_ca":false},{"name":"Marshall S. Jiang","is_ca":true},{"name":"Jianjun Miao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1073512961278805,"gpt":0.2901371446910225,"spread":0.182785848563142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008533428,0.0001723897,0.0002549877,0.001149095,0.0005793662,0.0006445202,0.000352249,0.0002262829,0.001741001],"category_scores_gemma":[0.002118183,0.0001441383,0.0004989157,0.002679595,0.0006231343,0.0005518632,0.001408919,0.0003283513,0.00009188772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001323278,"about_ca_system_score_gemma":0.001417065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1344565,"about_ca_topic_score_gemma":0.1829553,"domain_scores_codex":[0.9995435,0.0001497867,0.00004348342,0.00009885919,0.00006545545,0.0000989471],"domain_scores_gemma":[0.9975671,0.0005555804,0.000892507,0.0002639247,0.0004411105,0.000279936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002245429,0.00003169324,0.9950497,0.00001949672,0.00006499434,0.0001461179,0.0003773885,0.0007715712,0.0001128337,0.0003764945,0.0002645599,0.002762805],"study_design_scores_gemma":[0.000003340542,0.00001550138,0.9965684,0.00001299774,0.00004016501,0.00001862151,0.001042962,0.001571581,0.00008414529,0.000144624,0.000491762,0.000005789824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987294,0.0001178984,0.000137243,0.0001516217,0.000002738882,0.00000338031,0.0003409255,0.00000313154,0.0005136788],"genre_scores_gemma":[0.9995837,0.00006539524,0.00003497919,0.000009011166,0.000002055129,0.000002605308,0.0001835576,6.126832e-7,0.00011819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344565,"threshold_uncertainty_score":0.2673478,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402519024","doi":"10.1057/s41599-024-03710-1","title":"The future of agricultural data-sharing policy in Europe: stakeholder insights on the EU Code of Conduct","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Law, AI, and Intellectual Property","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Instituut voor Landbouw-, Visserij- en Voedingsonderzoek, Vlaamse Overheid; HORIZON EUROPE Framework Programme; Egg Farmers of Canada","keywords":"Stakeholder; Business; Agriculture; Code of conduct; Code (set theory); Environmental resource management; Natural resource economics; Political science; Economics; Public relations; Geography; Computer science","authors":[{"name":"Mark Ryan","is_ca":false},{"name":"Can Atik","is_ca":false},{"name":"Kelly Rijswijk","is_ca":false},{"name":"M.J. Bogaardt","is_ca":false},{"name":"Eva Maes","is_ca":false},{"name":"Ella Deroo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4424865471031982,"gpt":0.3508941904961969,"spread":0.09159235660700138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.1469639,0.0006597774,0.0009652656,0.003132603,0.008320636,0.03432497,0.003129525,0.01538678,0.003006359],"category_scores_gemma":[0.09690683,0.0007393581,0.001467314,0.005514672,0.01823162,0.02422896,0.01355508,0.008100018,0.0005486154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01846432,"about_ca_system_score_gemma":0.03627297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591231,"about_ca_topic_score_gemma":0.006416157,"domain_scores_codex":[0.8777801,0.0784612,0.007681715,0.006251659,0.02086285,0.008962573],"domain_scores_gemma":[0.896788,0.07095975,0.004825565,0.00821934,0.01450381,0.004703477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003353834,0.00005693179,0.001989686,0.0001830673,0.00001513994,0.0005054477,0.01882706,0.002206199,0.0006438527,0.9515279,0.006587285,0.01742389],"study_design_scores_gemma":[0.00004258313,0.00009442652,0.004956342,0.003060273,0.00003615121,0.0005340081,0.04950331,0.005198203,0.001175406,0.3912743,0.5439562,0.0001687613],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2203215,0.01314687,0.1026852,0.2984943,0.001673592,0.0006011408,0.0005784514,0.0003031382,0.3621958],"genre_scores_gemma":[0.895369,0.004171812,0.05595034,0.03096152,0.0002444409,0.0004450193,0.0005542777,0.0002576422,0.01204604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9968705,"threshold_uncertainty_score":0.7772287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406893827","doi":"10.1057/s41599-024-04278-6","title":"Women leadership in higher education: exploring enablers and challenges from middle-level academics’ perspective","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"SFU Community Trust Endowment Fund","keywords":"Perspective (graphical); Middle level; Higher education; Sociology; Pedagogy; Public relations; Political science; Psychology; Engineering; Computer science; Work (physics)","authors":[{"name":"Lei Mee Thien","is_ca":false},{"name":"Ahmad Firdaus Ahmad Shabudin","is_ca":false},{"name":"Rahimi Che Aman","is_ca":false},{"name":"Aziah Ismail","is_ca":false},{"name":"Wan Fatma Zuharah","is_ca":false},{"name":"Muhammad Muftahu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9354276502643125,"gpt":0.3967348222856674,"spread":0.5386928279786452,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008194871,0.000397439,0.0004136413,0.001601187,0.006293801,0.0085036,0.0008510294,0.001039243,0.003186875],"category_scores_gemma":[0.006447709,0.00023759,0.000402333,0.001333465,0.006755064,0.00479238,0.007082616,0.001991503,0.0003163335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003994156,"about_ca_system_score_gemma":0.008780872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003752646,"about_ca_topic_score_gemma":0.008884896,"domain_scores_codex":[0.9932066,0.003919045,0.0001608084,0.0002768738,0.0008379964,0.001598611],"domain_scores_gemma":[0.9947219,0.002630015,0.0007233225,0.0001466174,0.000549703,0.001228352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007010623,0.0002174906,0.05465087,0.0007256023,0.00003774957,0.001847991,0.8248034,0.0001688398,0.001262479,0.05651977,0.003821393,0.05587431],"study_design_scores_gemma":[0.000005647516,0.0001044623,0.01249291,0.0004806022,0.00001373206,0.0003161197,0.9385843,0.0001431962,0.0003786933,0.007224251,0.04023617,0.00001992969],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9020849,0.005569967,0.004044188,0.03300691,0.0004163533,0.000110186,0.00007587612,0.00003049134,0.05466099],"genre_scores_gemma":[0.9949558,0.001369964,0.0005743348,0.001080646,0.00004422885,0.00003431333,0.00001530845,0.000006870014,0.001918435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0085036,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"opus","categories":["metaresearch"],"domain":"incentives","study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4391909636","doi":"10.1057/s41599-024-02706-1","title":"‘My appetite and mind would go’: Inuit perceptions of (im)mobility and wellbeing loss under climate change across Inuit Nunangat in the Canadian Arctic","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"United Nations University Institute for Environment and Human Security; University of Sussex","keywords":"Climate change; Thematic analysis; Indigenous; Mental health; Feeling; Context (archaeology); Narrative; Arctic; Geography; Political science; Psychology; Qualitative research; Sociology; Social psychology; Ecology; Social science; Psychotherapist","authors":[{"name":"Sonja Ayeb‐Karlsson","is_ca":false},{"name":"Anna Hoad","is_ca":false},{"name":"Mei Trueba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1814998598627583,"gpt":0.4231900852570089,"spread":0.2416902253942506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003677663,0.000328381,0.0007730555,0.001852819,0.006741231,0.004895057,0.001284955,0.0009126064,0.002936278],"category_scores_gemma":[0.008003328,0.0002986265,0.0004495504,0.00389473,0.004483229,0.002795779,0.003051134,0.001364121,0.0001001442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02041836,"about_ca_system_score_gemma":0.03514766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8546644,"about_ca_topic_score_gemma":0.9382756,"domain_scores_codex":[0.9982954,0.0006767802,0.0001742225,0.0001619068,0.0003909345,0.0003007874],"domain_scores_gemma":[0.9955001,0.002341409,0.0006106353,0.00007019089,0.0009996718,0.0004777903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005085959,0.00001291215,0.01670845,0.004919944,0.00007421547,0.001444873,0.9580605,0.00004890345,0.0004270793,0.00213928,0.001558207,0.01455465],"study_design_scores_gemma":[0.000003178199,0.0000228622,0.01910372,0.00352802,0.00007579291,0.0002273259,0.9624357,0.00004045508,0.00009449497,0.0002373325,0.01420139,0.00002973836],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918517,0.05130625,0.0004412826,0.008725926,0.0002127882,0.0001245342,0.0007587306,0.00001119667,0.01990235],"genre_scores_gemma":[0.977002,0.02007719,0.0003202347,0.001078595,0.00001528728,0.0000671643,0.0001178419,0.000008092522,0.001313666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1453356,"threshold_uncertainty_score":0.292383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4292170773","doi":"10.1057/s41599-022-01301-6","title":"Seeds and the city: a review of municipal home food gardening programs in Canada in response to the COVID-19 pandemic","year":2022,"lang":"en","type":"review","venue":"Humanities and Social Sciences Communications","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Food security; Coronavirus disease 2019 (COVID-19); Food insecurity; Pandemic; Business; Geography; 2019-20 coronavirus outbreak; Socioeconomics; Economic growth; Political science; Agriculture; Sociology; Medicine; Economics","authors":[{"name":"Janet Music","is_ca":true},{"name":"Lisa Mullins","is_ca":true},{"name":"Sylvain Charlebois","is_ca":true},{"name":"Charlotte Large","is_ca":true},{"name":"Kydra Mayhew","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.351479555437544,"gpt":0.3430736127738429,"spread":0.00840594266370115,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00224061,0.0008463165,0.001792522,0.00660414,0.001321351,0.00252066,0.001493971,0.001122423,0.003336027],"category_scores_gemma":[0.005004494,0.0004777345,0.001087059,0.01391484,0.00112451,0.00105442,0.0009542865,0.001342676,0.0003772624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01612155,"about_ca_system_score_gemma":0.05521891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6928571,"about_ca_topic_score_gemma":0.8487675,"domain_scores_codex":[0.999091,0.0001549498,0.0001421947,0.00009829149,0.0003955013,0.0001179554],"domain_scores_gemma":[0.9964969,0.001299985,0.0003670326,0.00004555529,0.001419308,0.0003712199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001913135,0.00007574094,0.00114391,0.1498352,0.0003684146,0.0001689249,0.0008503589,0.0003844022,0.0002594039,0.002469586,0.03603748,0.8082152],"study_design_scores_gemma":[0.0000558793,0.0001567899,0.012479,0.1177955,0.001365457,0.0004513695,0.0009924122,0.0001311231,0.0003039019,0.0004360769,0.8657523,0.00008020302],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001776834,0.9988908,0.00001285966,0.0002810822,0.00006533384,0.000009037604,0.00005596699,0.000002635014,0.0005045968],"genre_scores_gemma":[0.001504802,0.9981035,0.00005758867,0.0001369146,0.00002369223,0.000006613832,0.00004190132,0.000001345168,0.0001235765],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3071429,"threshold_uncertainty_score":0.6179035,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385490398","doi":"10.1057/s41599-023-01960-z","title":"Variations in racial and ethnic groups’ trust in researchers associated with willingness to participate in research","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute of Aging","funders":"National Institute on Aging; National Institutes of Health","keywords":"Ethnic group; Health equity; Equity (law); Psychology; Likert scale; Transparency (behavior); Social psychology; Medicine; Political science; Developmental psychology; Public health; Nursing","authors":[{"name":"William T. Hu","is_ca":true},{"name":"Stephanie Bergren","is_ca":true},{"name":"Dana Dychtwald","is_ca":true},{"name":"Yiming Ma","is_ca":true},{"name":"XinQi Dong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.955017607525326,"gpt":0.6911777983736059,"spread":0.2638398091517201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004551272,0.0001127741,0.0001789578,0.0007037934,0.0007777138,0.00083372,0.0003696756,0.0005022876,0.002122985],"category_scores_gemma":[0.02007891,0.0001942495,0.0003997539,0.0007871616,0.0006045785,0.0006475066,0.0009400841,0.0007203072,0.0002084877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005248844,"about_ca_system_score_gemma":0.0005534798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01081599,"about_ca_topic_score_gemma":0.02024917,"domain_scores_codex":[0.996237,0.001833334,0.0005331696,0.0004088534,0.0005093093,0.0004783209],"domain_scores_gemma":[0.9806883,0.005634966,0.009253825,0.001396501,0.001323687,0.001702615],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001047038,0.00005271834,0.9957098,0.00000746261,0.00003643327,0.00004609454,0.001783567,0.00002041138,0.0001358445,0.00006501526,0.0001504829,0.001887455],"study_design_scores_gemma":[0.000003777136,0.00003903994,0.9973944,0.00001010219,0.00001073899,0.00006331225,0.001987633,0.0001370783,0.0000611745,0.00007256647,0.000214953,0.000005077552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998969,0.00005496401,0.00008345708,0.0001420766,0.00000492367,0.00001322315,0.0000699182,0.000001184366,0.0006612671],"genre_scores_gemma":[0.9997287,0.0000174427,0.00006640589,0.00004563771,0.00000272476,0.00001224283,0.00004478932,0.000001069777,0.00008092374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9954487,"threshold_uncertainty_score":0.02406973,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4390499606","doi":"10.1057/s41599-023-02500-5","title":"Linear and nonlinear relationships between instructional leadership and teacher professional learning through teacher self-efficacy as a mediator: a partial least squares analysis","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Psychology; Structural equation modeling; Instructional leadership; Teacher leadership; Principal (computer security); Mathematics education; Professional development; Sample (material); Educational leadership; Pedagogy; Mathematics; Computer science; Chemistry; Statistics","authors":[{"name":"Lei Mee Thien","is_ca":false},{"name":"Peng Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4238134998736203,"gpt":0.4449179119189144,"spread":0.02110441204529412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006749911,0.0007805571,0.0009063476,0.0009780648,0.0008202938,0.0017713,0.001176392,0.0005393516,0.007016598],"category_scores_gemma":[0.01635932,0.0006667408,0.001920952,0.0008442928,0.0008210028,0.001204497,0.001624486,0.001890173,0.0006334013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006883948,"about_ca_system_score_gemma":0.00389002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008130806,"about_ca_topic_score_gemma":0.006466455,"domain_scores_codex":[0.994919,0.003127828,0.0003135974,0.0006241414,0.0007015402,0.0003138532],"domain_scores_gemma":[0.9860107,0.009951727,0.00115875,0.0009189809,0.001511509,0.0004484157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000521383,0.0008149571,0.9290941,0.0003309873,0.002016348,0.0004751187,0.003228114,0.00659649,0.002961134,0.003492487,0.00114309,0.0493257],"study_design_scores_gemma":[0.0001038234,0.00195738,0.8295648,0.0002945376,0.001461277,0.0003661688,0.006947877,0.1463919,0.005740426,0.004023539,0.003060095,0.00008824364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773883,0.0002081119,0.01918698,0.0003668125,0.00005332369,0.0002177829,0.0003779877,0.0001214658,0.002079189],"genre_scores_gemma":[0.9938306,0.00007522738,0.004764108,0.00001973656,0.000008344993,0.0001568985,0.000190353,0.00001209267,0.0009426922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008130806,"threshold_uncertainty_score":0.0356974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400244576","doi":"10.1057/s41599-024-03288-8","title":"Big data analytics capability and social innovation: the mediating role of knowledge exploration and exploitation","year":2024,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Big data; Data science; Knowledge management; Analytics; Business; Computer science; Data mining","authors":[{"name":"Nan Wang","is_ca":false},{"name":"Baolian Chen","is_ca":false},{"name":"Liya Wang","is_ca":false},{"name":"Zhenzhong Ma","is_ca":true},{"name":"Shan L. Pan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5367134584496385,"gpt":0.3847008033051915,"spread":0.152012655144447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005441703,0.0004521762,0.0004169646,0.003025052,0.001502572,0.005344584,0.0006190228,0.0008984752,0.00421769],"category_scores_gemma":[0.03174667,0.0002098895,0.0008702641,0.002121743,0.00427961,0.004156799,0.005668763,0.0013174,0.000220143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502649,"about_ca_system_score_gemma":0.003872062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00413002,"about_ca_topic_score_gemma":0.003375035,"domain_scores_codex":[0.9946647,0.002921167,0.0002624814,0.000426527,0.0009881798,0.0007368988],"domain_scores_gemma":[0.9372408,0.04555101,0.008034769,0.001972638,0.003047244,0.004153491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000216954,0.0009133896,0.8699603,0.0003205526,0.0004906824,0.0008809242,0.01580305,0.003801658,0.001273089,0.05544497,0.001117902,0.04977662],"study_design_scores_gemma":[0.0001098039,0.0004452032,0.8012661,0.0009426388,0.0006375818,0.000561459,0.05833863,0.02904753,0.003582387,0.0917251,0.01318642,0.0001572001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780198,0.0003763638,0.002111521,0.001901797,0.00002501058,0.00004416325,0.00005123804,0.00001767181,0.01745239],"genre_scores_gemma":[0.9994314,0.00009997677,0.0002176701,0.00003015226,0.000007012887,0.00001112055,0.000009591918,0.000001619573,0.000191498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005441703,"threshold_uncertainty_score":0.02877885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388129795","doi":"10.1057/s41599-023-02295-5","title":"What makes deceptive online reviews? A linguistic analysis perspective","year":2023,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Digital Communication and Language","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"Beijing Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Relevance (law); Psychology; Perspective (graphical); Perception; Quality (philosophy); Cognition; Value (mathematics); Cognitive psychology; Computer science; Epistemology; Political science","authors":[{"name":"Wen Zhang","is_ca":false},{"name":"Qiang Wang","is_ca":false},{"name":"Jian Li","is_ca":false},{"name":"Zhenzhong Ma","is_ca":true},{"name":"Gokul Bhandari","is_ca":true},{"name":"Rui Peng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.219920521897074,"gpt":0.3988269118955085,"spread":0.1789063899984345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006158167,0.0004356096,0.0004435344,0.004856597,0.001779988,0.007823014,0.0008920022,0.001149493,0.002779647],"category_scores_gemma":[0.07072745,0.0003522037,0.0004249938,0.002769785,0.004208506,0.006931476,0.001905706,0.001536402,0.0004771684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872263,"about_ca_system_score_gemma":0.001263648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456945,"about_ca_topic_score_gemma":0.002657166,"domain_scores_codex":[0.9861675,0.009120088,0.0008609387,0.0008807221,0.002587837,0.0003829561],"domain_scores_gemma":[0.8936571,0.06860308,0.02070864,0.003611548,0.01259904,0.0008206446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001438013,0.0003707205,0.1173397,0.003356233,0.0004111431,0.007182405,0.2305232,0.003718361,0.03936958,0.2921223,0.01422734,0.289941],"study_design_scores_gemma":[0.0001088181,0.0004982983,0.2079623,0.003144896,0.0005426952,0.008064943,0.218112,0.057838,0.02183679,0.3080112,0.1731259,0.0007541701],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7272519,0.009922656,0.1163961,0.02322075,0.0008346695,0.0002406478,0.0008003846,0.0003041519,0.1210288],"genre_scores_gemma":[0.9875513,0.0008161283,0.00924463,0.0005797195,0.0003146534,0.000033051,0.0001105106,0.00004203485,0.001307981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007823014,"threshold_uncertainty_score":0.03256792,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}