{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":43,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":43,"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":"430ecd4d75a6","filters":{"venue":"Journal of Deliberative Democracy"}},"results":[{"id":"W946594587","doi":"10.16997/jdd.157","title":"Public Deliberation in Health Policy and Bioethics: Mapping an emerging, interdisciplinary field","year":2013,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Deliberation; Scholarship; Bioethics; Public health; Diversity (politics); Discipline; Political science; Field (mathematics); Health policy; Set (abstract data type); Public relations; Engineering ethics; Sociology; Health care; Social science; Medicine; Computer science; Engineering; Law","authors":[{"name":"Julia Abelson","is_ca":true},{"name":"Erika Blacksher","is_ca":false},{"name":"Kathy K. Li","is_ca":true},{"name":"Sarah Boesveld","is_ca":true},{"name":"Susan Dorr Goold","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3056432156566178,"gpt":0.4936459133612777,"spread":0.1880026977046599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1207934,0.00093264,0.002443995,0.01109189,0.0176586,0.03500047,0.004335197,0.01257208,0.004413791],"category_scores_gemma":[0.09769537,0.001201514,0.001550426,0.0197065,0.1120202,0.04620997,0.02916748,0.01651312,0.0007739711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01981249,"about_ca_system_score_gemma":0.03894591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004526272,"about_ca_topic_score_gemma":0.003995947,"domain_scores_codex":[0.8215013,0.1523239,0.004804559,0.006868086,0.009393449,0.005108752],"domain_scores_gemma":[0.661312,0.3073842,0.008545563,0.01203378,0.006471939,0.004252502],"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":[0.00006244813,0.0001138061,0.002419855,0.002786912,0.00006277559,0.0003946291,0.1765708,0.001345871,0.0002242902,0.7310418,0.003534468,0.08144227],"study_design_scores_gemma":[0.0000227703,0.00009325946,0.002055045,0.007522633,0.00002740445,0.0004584407,0.1849467,0.001360087,0.0004342899,0.6536965,0.1492792,0.0001035175],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.08651646,0.1754334,0.1311775,0.4662099,0.002583005,0.0004498915,0.0001572057,0.0002383726,0.1372343],"genre_scores_gemma":[0.9025278,0.05426155,0.02591341,0.01325275,0.001021748,0.0004677597,0.00009222877,0.0001558634,0.002306808],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1207934,"threshold_uncertainty_score":0.6388241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W28138704","doi":"10.16997/jdd.164","title":"Stakeholder and Citizen Roles in Public Deliberation","year":2013,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Deliberation; Stakeholder; Public relations; Conversation; Government (linguistics); Normative; Political science; Stakeholder analysis; Citizen journalism; Public participation; Process (computing); Stakeholder engagement; Sociology; Public administration; Politics; Law","authors":[{"name":"David Kahane","is_ca":true},{"name":"Kristjana Loptson","is_ca":true},{"name":"Jade Herriman","is_ca":false},{"name":"Max Hardy","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08851627796901533,"gpt":0.3594261157301581,"spread":0.2709098377611427,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07376277,0.0006810786,0.0008190789,0.003148789,0.01714338,0.01675873,0.001971132,0.007566087,0.00500576],"category_scores_gemma":[0.05977784,0.0007866379,0.0008285847,0.002881836,0.06306848,0.02445695,0.02028947,0.005979645,0.0007602387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009485167,"about_ca_system_score_gemma":0.01647207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006966108,"about_ca_topic_score_gemma":0.005838798,"domain_scores_codex":[0.8252357,0.1553275,0.001952552,0.004066803,0.006412939,0.007004605],"domain_scores_gemma":[0.9375422,0.05083924,0.002712284,0.003309239,0.00291258,0.002684474],"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":[0.00003939056,0.00002261682,0.001233432,0.00009083443,0.000008774992,0.0001900125,0.1215346,0.000404187,0.0001407131,0.8674926,0.0009727177,0.007870133],"study_design_scores_gemma":[0.00004611044,0.00005923556,0.001039831,0.0005705596,0.00001869289,0.000288401,0.1003614,0.0009365426,0.0005228539,0.7556702,0.1404412,0.00004483068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1504471,0.006962263,0.1148548,0.1110935,0.000735467,0.0003334516,0.00004994245,0.0001307135,0.6153928],"genre_scores_gemma":[0.9836968,0.0007530703,0.005085195,0.002621781,0.00008228912,0.0002176945,0.00001307574,0.00005215621,0.007477936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07376277,"threshold_uncertainty_score":0.3900995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3092798810","doi":"10.16997/jdd.368","title":"It’s Not Just the Taking Part that Counts: ‘Like Me’ Perceptions Connect the Wider Public to Minipublics","year":2020,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"KU Leuven; European Commission; Queen's University; Fonds Wetenschappelijk Onderzoek; Fonds De La Recherche Scientifique - FNRS; Queen's University Belfast","keywords":"Argument (complex analysis); Deliberative democracy; Legitimacy; Polity; Context (archaeology); Perception; Democracy; Political science; Ambiguity; Salient; Empirical research; Sociology; Public relations; Social psychology; Psychology; Politics; Epistemology; Law; Geography","authors":[{"name":"James Pow","is_ca":false},{"name":"Lisa van Dijk","is_ca":false},{"name":"Sofie Mariën","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1721872804754853,"gpt":0.3771176219757368,"spread":0.2049303415002514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006259839,0.0003137785,0.0003634095,0.001319541,0.004132606,0.009077854,0.0005143716,0.002009915,0.009530503],"category_scores_gemma":[0.02755541,0.0003129358,0.0003787876,0.001069798,0.01191665,0.01124001,0.005228539,0.002813151,0.0009551926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002020402,"about_ca_system_score_gemma":0.001116098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003583036,"about_ca_topic_score_gemma":0.003657609,"domain_scores_codex":[0.9924057,0.004795728,0.000280603,0.0005426891,0.001341452,0.0006338147],"domain_scores_gemma":[0.9772028,0.01228057,0.005043274,0.002070826,0.001802465,0.001600044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003296529,0.0001811722,0.1475082,0.000446892,0.00009771901,0.0007583626,0.658061,0.0002111093,0.004310317,0.1211448,0.009537419,0.05741332],"study_design_scores_gemma":[0.00003480408,0.0002072409,0.1251769,0.0005407014,0.00008286454,0.001054083,0.6910538,0.0008917915,0.001758055,0.05086647,0.128196,0.0001372666],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8277388,0.0005340917,0.008411948,0.01299376,0.0002114209,0.00004122112,0.00008535782,0.00007494544,0.1499085],"genre_scores_gemma":[0.9972365,0.00008686966,0.0003997153,0.0006827621,0.00004275191,0.0000105678,0.00002157376,0.00002145183,0.001497785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009530503,"threshold_uncertainty_score":0.03310561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2626831622","doi":"10.16997/jdd.271","title":"A Randomly Selected Chamber: Promises and Challenges","year":2017,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Legitimacy; Diversity (politics); Political science; Sanctions; Politics; Public administration; Sociology; Law","authors":[{"name":"Pierre‐Étienne Vandamme","is_ca":false},{"name":"Antoine Verret-Hamelin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05761206376247559,"gpt":0.2532581248410481,"spread":0.1956460610785725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03824173,0.000377706,0.0008445937,0.0007529111,0.01029844,0.008570202,0.002512406,0.005786739,0.009419332],"category_scores_gemma":[0.06553929,0.000531457,0.0006630925,0.0007333611,0.01914701,0.009909281,0.006765876,0.007044357,0.001616285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003294625,"about_ca_system_score_gemma":0.003996706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002010127,"about_ca_topic_score_gemma":0.001683396,"domain_scores_codex":[0.9477164,0.03892946,0.0009054597,0.005083579,0.004763899,0.002601187],"domain_scores_gemma":[0.9579726,0.02626751,0.002788025,0.005556256,0.003968183,0.003447345],"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":[0.0000336325,0.00002216296,0.0005311964,0.00003855838,0.00000937995,0.00006205858,0.001839362,0.0003820922,0.00013605,0.9856715,0.003971242,0.007302853],"study_design_scores_gemma":[0.00008744279,0.000172265,0.001162064,0.0002506761,0.0000331316,0.0002698614,0.005718184,0.003816284,0.0006693748,0.7952106,0.1925175,0.00009264611],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1253375,0.006783131,0.148709,0.4287613,0.003844832,0.0003232901,0.000211426,0.0002218164,0.2858078],"genre_scores_gemma":[0.9507449,0.000911435,0.01201278,0.01435112,0.001627094,0.0003960099,0.00004863354,0.0001047896,0.01980327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03824173,"threshold_uncertainty_score":0.202244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945095353","doi":"10.16997/jdd.319","title":"Building a Better Referendum: Linking Mini-Publics and Mass Publics in Popular Votes","year":2019,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":37,"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":"","keywords":"Referendum; Publics; Deliberative democracy; Deliberation; Voting; Democracy; Democratic legitimacy; Legitimacy; Political science; Public relations; Inclusion (mineral); Tying; Law and economics; Sociology; Law; Economics; Social science; Politics; Microeconomics","authors":[{"name":"Spencer McKay","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03268743419746007,"gpt":0.327725874223723,"spread":0.2950384400262629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02191166,0.0005057814,0.0005271741,0.002678159,0.007295677,0.01315641,0.001843114,0.003232675,0.01480112],"category_scores_gemma":[0.04730737,0.001057185,0.0009008698,0.002425148,0.01309289,0.02040048,0.01524685,0.003920428,0.001884046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00443124,"about_ca_system_score_gemma":0.003889556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548061,"about_ca_topic_score_gemma":0.002282103,"domain_scores_codex":[0.9776649,0.01733504,0.0005305494,0.001641808,0.00141498,0.001412793],"domain_scores_gemma":[0.9690791,0.02046892,0.0026134,0.004708114,0.001625062,0.001505408],"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":[0.0001897557,0.000269019,0.01067562,0.0001631157,0.00003408572,0.0002249977,0.03916095,0.0027459,0.001862391,0.8856413,0.001794847,0.05723809],"study_design_scores_gemma":[0.0001356811,0.0004602757,0.01311412,0.000476856,0.0001231572,0.0001499724,0.03240186,0.01625036,0.006903945,0.8191656,0.1106704,0.0001477886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3361014,0.0006413209,0.3671475,0.0143209,0.0005177135,0.0006916632,0.0001731368,0.0008405359,0.2795658],"genre_scores_gemma":[0.9616304,0.00009848947,0.0297347,0.0004592939,0.00008368136,0.0003099613,0.00004448206,0.0001276339,0.007511376],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02191166,"threshold_uncertainty_score":0.1158813,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2176686526","doi":"10.16997/jdd.78","title":"Public Health Genomics (PHG) and Public Participation: Points to Consider","year":2009,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":36,"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; Université de Montréal","funders":"","keywords":"Biobank; Deliberation; Public health; Public relations; Public engagement; Scale (ratio); Political science; Public participation; Population; Medicine; Environmental health; Bioinformatics; Geography; Biology; Law; Nursing","authors":[{"name":"Denise Avard","is_ca":true},{"name":"Lucie M. Bucci","is_ca":true},{"name":"Michael Burgess","is_ca":true},{"name":"Jane Kaye","is_ca":false},{"name":"Catherine Heeney","is_ca":false},{"name":"Yanick Farmer","is_ca":true},{"name":"Anne Cambon‐Thomsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5451220002251645,"gpt":0.5589103209076058,"spread":0.01378832068244129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1213423,0.0007317177,0.001375903,0.001611956,0.01814512,0.02819248,0.003604898,0.03111124,0.014511],"category_scores_gemma":[0.1574741,0.0005711425,0.001084728,0.002526453,0.06937514,0.02825627,0.02558689,0.01799475,0.0008451146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01064483,"about_ca_system_score_gemma":0.03040645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004598035,"about_ca_topic_score_gemma":0.004959752,"domain_scores_codex":[0.817907,0.1526369,0.002496788,0.004831254,0.009697043,0.01243098],"domain_scores_gemma":[0.757108,0.2045348,0.007461239,0.009239019,0.008406632,0.01325026],"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":[0.00006307959,0.0001080475,0.002434613,0.0002191544,0.0000344624,0.0005115215,0.02733885,0.0004670562,0.00009724502,0.9201902,0.01635765,0.03217817],"study_design_scores_gemma":[0.00007506464,0.00008480771,0.002161366,0.0006664072,0.00002723589,0.0003169425,0.05456097,0.0004310725,0.0002022876,0.8449692,0.09645019,0.00005441324],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01100072,0.001762102,0.009596402,0.8999533,0.0006260833,0.0001324766,0.00002088147,0.0000307174,0.07687732],"genre_scores_gemma":[0.8952367,0.001755873,0.007589453,0.08340657,0.001386958,0.0006474561,0.00003054068,0.00007510639,0.009871284],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1213423,"threshold_uncertainty_score":0.6417272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2767393296","doi":"10.16997/jdd.287","title":"Reading Between the Lines of Participation: Tenant Participation and Participatory Budgeting in Toronto Community Housing","year":2017,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citizen journalism; Deliberation; Reading (process); Public relations; Democracy; Sociology; Community engagement; Political science; Business; Politics","authors":[{"name":"Behrang Foroughi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09448942154642608,"gpt":0.409787478978476,"spread":0.3152980574320499,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01647637,0.0004151549,0.0002886136,0.0009904178,0.02026448,0.009170047,0.00183704,0.002494175,0.004087355],"category_scores_gemma":[0.01851374,0.0003857893,0.000259115,0.001642581,0.03411772,0.006245211,0.01248083,0.003400143,0.0002102476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03117865,"about_ca_system_score_gemma":0.02195984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3586989,"about_ca_topic_score_gemma":0.5531886,"domain_scores_codex":[0.9722357,0.02329474,0.000294077,0.0008361232,0.001118359,0.002221092],"domain_scores_gemma":[0.9794201,0.01443751,0.00195007,0.0005278215,0.0009128262,0.0027517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002216398,0.00001983045,0.003399476,0.00003558672,0.000003323388,0.0003246693,0.9728133,0.0001163275,0.00008912412,0.01865546,0.0009441286,0.003576686],"study_design_scores_gemma":[0.000006231392,0.00002828224,0.00490455,0.0001166574,0.000005430536,0.00006556794,0.9698026,0.0002627284,0.0001397138,0.005838892,0.01881148,0.00001794428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.900246,0.001255418,0.005042779,0.03260082,0.0001323716,0.0001803754,0.00006213559,0.0000204228,0.06045977],"genre_scores_gemma":[0.9951799,0.0003067337,0.0005607247,0.0004151679,0.00001532625,0.00006245,0.00001389121,0.000009803429,0.003435967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.641301,"threshold_uncertainty_score":0.7132221,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993617038","doi":"10.16997/jdd.160","title":"Synthesising the outputs of deliberation: Extracting meaningful results from a public forum","year":2013,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social 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 Guelph","funders":"","keywords":"Deliberation; Framing (construction); Legitimacy; Thematic analysis; Set (abstract data type); Political science; Public relations; Epistemology; Sociology; Qualitative research; Computer science; Social science; Law; Geography","authors":[{"name":"Kieran C. O’Doherty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04919299678980261,"gpt":0.3164352843833619,"spread":0.2672422875935593,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07874642,0.002515011,0.002095002,0.02122669,0.003692551,0.0147907,0.002806206,0.002747515,0.006067507],"category_scores_gemma":[0.2068235,0.001027555,0.002425919,0.01939285,0.008623987,0.0149249,0.01134073,0.002885144,0.003007252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004162046,"about_ca_system_score_gemma":0.007293236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001506385,"about_ca_topic_score_gemma":0.00171002,"domain_scores_codex":[0.9187287,0.05887938,0.006703142,0.004452662,0.009614718,0.001621321],"domain_scores_gemma":[0.7030827,0.2480755,0.01243235,0.01788156,0.01704804,0.001479799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00086745,0.000291445,0.01395139,0.01564794,0.0005251606,0.002409053,0.4564871,0.005456839,0.009087243,0.1048105,0.01578926,0.3746767],"study_design_scores_gemma":[0.0002179999,0.0004894293,0.01787632,0.0125887,0.0005890782,0.0006375198,0.2777008,0.01135626,0.01356493,0.4309553,0.2334841,0.000539575],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2381183,0.007831243,0.6374174,0.01375799,0.001702501,0.007083985,0.01843641,0.001893555,0.07375854],"genre_scores_gemma":[0.4343866,0.003837402,0.5321602,0.001067848,0.0005758197,0.008006501,0.01184622,0.001148904,0.006970583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07874642,"threshold_uncertainty_score":0.4164559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1012686375","doi":"10.16997/jdd.77","title":"Mad scientists bend the frame of biobank governance in British Columbia","year":2009,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Framing (construction); Deliberation; Deliberative democracy; Narrative; Public engagement; Sociology; Rhetoric; Politics; Ethnography; Political science; Accountability; Media studies; Participant observation; Public relations; Democracy; Social science; Law; History; Anthropology","authors":[{"name":"Heather Walmsley","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1176505370390309,"gpt":0.4699137561880382,"spread":0.3522632191490074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005597269,0.0002376661,0.0003468028,0.001176954,0.03306155,0.01327847,0.001749277,0.003532447,0.007197937],"category_scores_gemma":[0.01292811,0.0004762291,0.0001439867,0.002303301,0.01632451,0.002078663,0.00562271,0.004701671,0.0004295306],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1794985,"about_ca_system_score_gemma":0.1923859,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9842972,"about_ca_topic_score_gemma":0.9916267,"domain_scores_codex":[0.9947085,0.002206511,0.000136415,0.0006012141,0.0007479362,0.00159936],"domain_scores_gemma":[0.9869399,0.006611655,0.0005336971,0.000527283,0.002663532,0.002723974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000267283,0.0001241085,0.02108934,0.0003550002,0.00004005714,0.005197462,0.4188923,0.002504744,0.003979431,0.3983152,0.07372328,0.07551169],"study_design_scores_gemma":[0.0000297462,0.00003351985,0.02544392,0.0006335646,0.00003175233,0.0002568979,0.3294759,0.001516776,0.001016414,0.0301124,0.6112852,0.0001639147],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5187597,0.004684324,0.003678585,0.1572578,0.0004152256,0.000211539,0.000309661,0.0001258518,0.3145573],"genre_scores_gemma":[0.9423534,0.0008574697,0.001051765,0.006054345,0.00001880467,0.00005849106,0.00005126222,0.00004174486,0.04951276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9669384,"threshold_uncertainty_score":0.9516655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093209147","doi":"10.16997/jdd.395","title":"Participatory Deliberative Democracy in Complex Mass Societies","year":2020,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Political Philosophy and Ethics","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":"University of British Columbia","funders":"","keywords":"Deference; Democracy; Deliberative democracy; Politics; Citizen journalism; Sociology; Corporate governance; Political science; Government (linguistics); Variety (cybernetics); Public administration; Political economy; Law and economics; Law; Economics; Management","authors":[{"name":"Mark E. Warren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1875615503538444,"gpt":0.3899247675046263,"spread":0.2023632171507819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02330341,0.0004025752,0.0006107192,0.0008824629,0.007292778,0.0101857,0.00138171,0.005718574,0.003673336],"category_scores_gemma":[0.02420484,0.0004096161,0.0008425335,0.0008482493,0.02705438,0.01550312,0.007785934,0.006009136,0.0006354056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005375879,"about_ca_system_score_gemma":0.004295342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002170915,"about_ca_topic_score_gemma":0.002014797,"domain_scores_codex":[0.973959,0.02066197,0.000304295,0.001808784,0.001584985,0.001680908],"domain_scores_gemma":[0.9825232,0.01136473,0.001525006,0.002509517,0.001127277,0.000950381],"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":[0.00001156051,0.00001275781,0.0003140023,0.0000344166,0.000009841938,0.00007989418,0.003040529,0.00137036,0.00007094695,0.9899933,0.001492305,0.003570142],"study_design_scores_gemma":[0.00001538328,0.00001104685,0.0001644019,0.00005468287,0.000003220352,0.00002536148,0.0009562375,0.001432503,0.0001173887,0.975662,0.02154947,0.000008344923],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1200498,0.004817039,0.2325172,0.2965842,0.00128568,0.000355724,0.0001359247,0.0001811088,0.3440734],"genre_scores_gemma":[0.9669834,0.0007978068,0.01938164,0.00519233,0.0002685855,0.0002234957,0.00002970035,0.00003423051,0.00708884],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02330341,"threshold_uncertainty_score":0.1232417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2414857648","doi":"10.16997/jdd.242","title":"Framing and power in public deliberation with climate change: Critical reflections on the role of deliberative practitioners","year":2016,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Framing (construction); Deliberation; Reflexivity; Transformative learning; Viewpoints; Political science; Sociology; Climate change; Public relations; Epistemology; Social psychology; Psychology; Social science; Law; Politics; Geography; Pedagogy","authors":[{"name":"Gwendolyn Blue","is_ca":true},{"name":"J. H Van Dale","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03227020555362969,"gpt":0.3017704957236606,"spread":0.2695002901700309,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1724992,0.001424657,0.001581499,0.004008631,0.02667837,0.02872177,0.005803222,0.01674739,0.002561075],"category_scores_gemma":[0.1359773,0.001455416,0.00142679,0.002692449,0.1913092,0.03897544,0.02122253,0.0267474,0.0003646928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01794679,"about_ca_system_score_gemma":0.01593425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006550492,"about_ca_topic_score_gemma":0.005484479,"domain_scores_codex":[0.7933316,0.1881268,0.001928724,0.004110003,0.006360266,0.006142598],"domain_scores_gemma":[0.6670572,0.3146213,0.004497702,0.004873074,0.006218106,0.002732584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002871972,0.00003139314,0.0001726871,0.0001289302,0.00000996326,0.0002972368,0.6688868,0.0003544676,0.000119109,0.3240156,0.00137724,0.004577751],"study_design_scores_gemma":[0.00006159889,0.00006057661,0.0001988848,0.0009093336,0.00001973108,0.0002820527,0.4776511,0.0009061798,0.0005609935,0.4343603,0.08492041,0.00006887022],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1564165,0.01657579,0.1225279,0.5352849,0.00336752,0.0006482718,0.00004696542,0.0001499686,0.1649822],"genre_scores_gemma":[0.9762308,0.002425589,0.008671206,0.008675781,0.0005204729,0.0003551797,0.000009620763,0.000110393,0.003000933],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1724992,"threshold_uncertainty_score":0.9122737,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992305380","doi":"10.16997/jdd.145","title":"Participatory budgeting - the Australian way","year":2012,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public administration; Metropolitan area; Bay; Citizen journalism; Local government; Political science; Participatory budgeting; Government (linguistics); Democracy; Public relations; Politics; Geography; Law","authors":[{"name":"Nivek Thompson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.144316347013426,"gpt":0.4461524632280535,"spread":0.3018361162146276,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04527544,0.0006581389,0.0009074123,0.00259669,0.01882263,0.01668551,0.002465394,0.004152052,0.01543542],"category_scores_gemma":[0.05218953,0.001049353,0.0007792773,0.004068547,0.01690072,0.00961702,0.02156935,0.007091028,0.001421201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01944767,"about_ca_system_score_gemma":0.061798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1013408,"about_ca_topic_score_gemma":0.1403328,"domain_scores_codex":[0.9421827,0.03959194,0.001655604,0.004023385,0.008941109,0.003605304],"domain_scores_gemma":[0.968712,0.01089945,0.001438075,0.006345792,0.0072915,0.005313158],"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":[0.00007960467,0.000127594,0.002093587,0.0004702913,0.00004364914,0.0003457085,0.0772173,0.001041144,0.0006397694,0.7243225,0.04694356,0.1466751],"study_design_scores_gemma":[0.00002127883,0.00005092634,0.002736146,0.0004302805,0.00001413405,0.0001094335,0.009941184,0.0007099652,0.000269182,0.1318821,0.8537738,0.00006157118],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05080315,0.008397645,0.06812504,0.1237117,0.004076189,0.001521855,0.0003019212,0.0003524942,0.7427099],"genre_scores_gemma":[0.5500793,0.006576187,0.08714644,0.02091985,0.0006019357,0.002096791,0.0002416792,0.0003615679,0.3319763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1013408,"threshold_uncertainty_score":0.2394422,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W35669232","doi":"10.16997/jdd.116","title":"Deliberating Future Issues: Minipublics and Salmon Genomics","year":2011,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; University of British Columbia","funders":"","keywords":"Deliberation; Dilemma; Public relations; Political science; Public engagement; Engineering ethics; Sociology; Epistemology; Law; Politics; Engineering","authors":[{"name":"Michael K. MacKenzie","is_ca":true},{"name":"Kieran C. O’Doherty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04555016149254459,"gpt":0.3250897915944939,"spread":0.2795396301019493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09665064,0.0009056235,0.0008191797,0.003230836,0.009320658,0.01116316,0.003018479,0.005218573,0.0106454],"category_scores_gemma":[0.1688426,0.00116827,0.001057766,0.002694286,0.02167772,0.02304172,0.01762951,0.005737186,0.001104908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007518476,"about_ca_system_score_gemma":0.00473625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933301,"about_ca_topic_score_gemma":0.00283028,"domain_scores_codex":[0.8650049,0.1186569,0.003066818,0.004940456,0.005532774,0.002798165],"domain_scores_gemma":[0.5848482,0.362596,0.02159788,0.0206784,0.006050058,0.004229543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006690013,0.0004188539,0.02513875,0.001426208,0.0001059339,0.001715669,0.5319847,0.004030018,0.002786919,0.3141023,0.01075265,0.106869],"study_design_scores_gemma":[0.0001747119,0.0005781355,0.0174744,0.001363543,0.0001134425,0.000961272,0.2715683,0.01054227,0.003810626,0.372405,0.3207485,0.0002597796],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5706301,0.001706454,0.241887,0.03608075,0.000742824,0.001749272,0.0004827282,0.0008861583,0.1458347],"genre_scores_gemma":[0.9683146,0.0002481051,0.02289425,0.001286104,0.0001643929,0.001222385,0.0001663235,0.0001546294,0.005549289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09665064,"threshold_uncertainty_score":0.5111436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2781643775","doi":"10.16997/jdd.69","title":"Action planning to improve issues of effectiveness, representation and scale in public participation: A conference report","year":2007,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Citizen journalism; Transparency (behavior); Public participation; Action (physics); Deliberative democracy; Institutionalisation; Scale (ratio); Engineering ethics; Political science; Public relations; Participatory action research; Management science; Democracy; Sociology; Knowledge management; Computer science; Engineering","authors":[{"name":"Carol Hunsberger","is_ca":true},{"name":"Wendy Kenyon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07197954559128268,"gpt":0.3657453087776514,"spread":0.2937657631863688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2486071,0.00146857,0.0010344,0.00365738,0.01081199,0.01860208,0.004727864,0.00533634,0.01109412],"category_scores_gemma":[0.2051853,0.0009839057,0.001068114,0.004099069,0.008787565,0.01907924,0.01724954,0.008987679,0.001678061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009472438,"about_ca_system_score_gemma":0.02680796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003503031,"about_ca_topic_score_gemma":0.002259377,"domain_scores_codex":[0.7010229,0.2248726,0.01262552,0.006600593,0.04592711,0.008951215],"domain_scores_gemma":[0.664377,0.2577672,0.01275633,0.01581211,0.04308345,0.006203787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004552375,0.0007632684,0.006384006,0.004779341,0.0001609847,0.0005167907,0.1014501,0.008268048,0.001967768,0.2599846,0.07740921,0.5378606],"study_design_scores_gemma":[0.0003065214,0.001388763,0.006073074,0.004189321,0.0001890849,0.0007761365,0.1177654,0.008192511,0.01539158,0.1245579,0.7207184,0.0004512422],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1003173,0.01362689,0.3578804,0.2239076,0.00636269,0.008881095,0.0005492115,0.001721897,0.286753],"genre_scores_gemma":[0.7460642,0.007439159,0.1851131,0.006424161,0.001123859,0.01019323,0.0006297909,0.0007796707,0.04223284],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2486071,"threshold_uncertainty_score":0.9266012,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3080453674","doi":"10.16997/jdd.398","title":"Rethinking Representation and Diversity in Deliberative Minipublics","year":2020,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":25,"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":"","keywords":"Representativeness heuristic; Diversity (politics); Representation (politics); Deliberative democracy; Political science; Sociology; Epistemology; Social psychology; Psychology; Politics; Law","authors":[{"name":"Daniel Steel","is_ca":true},{"name":"Naseeb Bolduc","is_ca":true},{"name":"Kristina Jenei","is_ca":true},{"name":"Michael Burgess","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1198871397200454,"gpt":0.3626676237196472,"spread":0.2427804839996019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2281645,0.0008284869,0.0009885206,0.002467917,0.008763843,0.01415941,0.003640123,0.004045491,0.007274194],"category_scores_gemma":[0.2238156,0.001116337,0.0009755135,0.002039335,0.03228703,0.01992391,0.02722516,0.004935868,0.00144814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005031805,"about_ca_system_score_gemma":0.008224094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005301544,"about_ca_topic_score_gemma":0.0008841686,"domain_scores_codex":[0.6671256,0.3057067,0.004854876,0.00754524,0.01065351,0.004114119],"domain_scores_gemma":[0.6481874,0.2918694,0.0122213,0.03374675,0.009393405,0.004581832],"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":[0.0003835595,0.000409666,0.00774341,0.0007836323,0.00006155181,0.0002473354,0.2579666,0.001233925,0.00244306,0.6578968,0.002711167,0.06811924],"study_design_scores_gemma":[0.0003801501,0.0007550889,0.005115925,0.001488174,0.0001129519,0.0003334132,0.08805136,0.006550267,0.006495269,0.7790659,0.1115285,0.0001230441],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3387902,0.0007326322,0.5169957,0.02907995,0.0006446482,0.003888152,0.0001917288,0.0004018784,0.1092751],"genre_scores_gemma":[0.9153617,0.0001713101,0.07167063,0.002411379,0.000112948,0.005450175,0.00007235487,0.000120443,0.004629089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2281645,"threshold_uncertainty_score":0.9518105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2554115623","doi":"10.16997/jdd.256","title":"When is Deliberation Democratic?","year":2016,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":19,"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":"","keywords":"Deliberation; Deliberative democracy; Democracy; Political science; Voting; Framing (construction); Politics; Context (archaeology); Sociology; Law and economics; Equity (law); Public relations; Public administration; Law","authors":[{"name":"David Moscrop","is_ca":true},{"name":"Mark E. Warren","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0299422865835419,"gpt":0.3311247084832722,"spread":0.3011824218997303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07391365,0.0006400979,0.001601535,0.002151372,0.008571822,0.02125042,0.002229045,0.007869179,0.007149021],"category_scores_gemma":[0.1378754,0.0008750373,0.001477651,0.00286773,0.05561154,0.03292578,0.01182445,0.01325038,0.002477571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007764624,"about_ca_system_score_gemma":0.01433632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002321124,"about_ca_topic_score_gemma":0.001804637,"domain_scores_codex":[0.871797,0.08827213,0.004861293,0.01029692,0.01615759,0.008615169],"domain_scores_gemma":[0.878871,0.08834294,0.007062565,0.01257077,0.007561128,0.005591659],"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":[0.00003087809,0.00001960063,0.0006675965,0.0002156509,0.00003661179,0.00007008468,0.005848665,0.0004466137,0.00007827934,0.9701415,0.007742597,0.01470188],"study_design_scores_gemma":[0.00002073729,0.00001404849,0.0003278242,0.0003799438,0.00001126819,0.00005331288,0.002612209,0.0002408498,0.000175054,0.9265271,0.06961749,0.00002013474],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01821709,0.02046348,0.09795296,0.599638,0.004409153,0.0003202614,0.0002527618,0.0002816815,0.2584647],"genre_scores_gemma":[0.8892753,0.01374021,0.03011406,0.04707445,0.004497876,0.00109816,0.0002266162,0.0004120874,0.01356126],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07391365,"threshold_uncertainty_score":0.3908974,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W227516296","doi":"10.16997/jdd.226","title":"Deliberation for Reconciliation in Divided Societies","year":2015,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social 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":"Université de Montréal","funders":"","keywords":"Deliberation; Deliberative democracy; Normative; Politics; Ideal (ethics); Context (archaeology); Epistemology; Sociology; Political science; Ethnic group; Democracy; Law; Geography; Philosophy","authors":[{"name":"Magdalena Dembińska","is_ca":true},{"name":"Françoise Montambeault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.109697390179676,"gpt":0.3923190074059476,"spread":0.2826216172262715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03405355,0.0006955714,0.0009037176,0.002462454,0.01638141,0.01264798,0.002369985,0.005213439,0.007536569],"category_scores_gemma":[0.03657211,0.0005278011,0.001020745,0.00148776,0.06097193,0.0153591,0.02188513,0.00449403,0.0008713047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009324898,"about_ca_system_score_gemma":0.00940782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004487969,"about_ca_topic_score_gemma":0.004881661,"domain_scores_codex":[0.9475783,0.04209298,0.001037101,0.002971802,0.002699502,0.003620412],"domain_scores_gemma":[0.9797071,0.01259961,0.00171338,0.003560113,0.001252442,0.001167329],"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":[0.00003711918,0.00001656268,0.0004488709,0.00006362324,0.00001894395,0.0001988965,0.035503,0.001056635,0.000145155,0.954825,0.0008173365,0.0068689],"study_design_scores_gemma":[0.00002879405,0.00002023705,0.0002982157,0.0001221002,0.000008794326,0.00008371881,0.01579881,0.001329714,0.000305823,0.94042,0.04156239,0.00002123573],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2027978,0.003057838,0.2034098,0.05122235,0.0005464081,0.0005724981,0.0000910991,0.0003050357,0.5379972],"genre_scores_gemma":[0.9800978,0.0001923141,0.01143857,0.0007419025,0.00004228876,0.0002000738,0.00002204655,0.00004307368,0.007221864],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03405355,"threshold_uncertainty_score":0.1800945,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2805876460","doi":"10.16997/jdd.294","title":"Citizen Panels and Opinion Polls: Convergence and Divergence in Policy Preferences","year":2018,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; MacEwan University","funders":"","keywords":"Deliberation; Divergence (linguistics); Public opinion; Convergence (economics); Political science; Public relations; Process (computing); Opinion poll; Sociology; Economics; Computer science; Law; Politics","authors":[{"name":"Shelley Boulianne","is_ca":true},{"name":"Kristjana Loptson","is_ca":true},{"name":"David Kahane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04334705903911817,"gpt":0.3666152995937578,"spread":0.3232682405546396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05073069,0.0003035841,0.0007604481,0.004532021,0.00222765,0.005037595,0.0009146385,0.001672699,0.004153129],"category_scores_gemma":[0.1639558,0.000611514,0.0005945516,0.004942397,0.002232296,0.004655417,0.004413098,0.001934108,0.0009324916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151391,"about_ca_system_score_gemma":0.001001612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001964961,"about_ca_topic_score_gemma":0.002616435,"domain_scores_codex":[0.9472441,0.04189314,0.001361809,0.002812096,0.005405026,0.001283836],"domain_scores_gemma":[0.7763847,0.187895,0.01329053,0.01073704,0.009755388,0.001937484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002747106,0.0005212858,0.3490898,0.001071283,0.0006206145,0.0007181261,0.2381257,0.003247642,0.004877079,0.03062558,0.009767681,0.358588],"study_design_scores_gemma":[0.0002153445,0.00107715,0.6478334,0.0009513677,0.0002168244,0.0005630387,0.1938733,0.01851111,0.005463381,0.07262827,0.05823851,0.0004282159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9054077,0.0007683673,0.03389989,0.002323362,0.0002444925,0.0005506863,0.0007955252,0.0001654175,0.05584459],"genre_scores_gemma":[0.988947,0.0002217751,0.00665217,0.0004863256,0.00008304703,0.0006061789,0.0004860706,0.00005170828,0.002465846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05073069,"threshold_uncertainty_score":0.2682927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W82525739","doi":"10.16997/jdd.171","title":"The Politics of Subnational Decentralization in France, Brazil, and Italy","year":2013,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Decentralization; Civil society; Politics; Ideology; Corporate governance; Dialectic; Democracy; Public administration; Political science; State (computer science); Political economy; Citizen journalism; Sociology; Economic system; Economics; Law; Management","authors":[{"name":"Nick Vlahos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01070962793785138,"gpt":0.3191385547068558,"spread":0.3084289267690044,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003691744,0.0002206808,0.0003692211,0.001411648,0.004435689,0.003465452,0.0004239486,0.0007876397,0.002403229],"category_scores_gemma":[0.005168557,0.0002408051,0.0003934134,0.0013109,0.005419935,0.001637272,0.004786273,0.001409565,0.0001272061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01940993,"about_ca_system_score_gemma":0.005573143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1772697,"about_ca_topic_score_gemma":0.2179802,"domain_scores_codex":[0.9976667,0.0008850434,0.00006339559,0.0002563277,0.0002369018,0.0008916166],"domain_scores_gemma":[0.9982823,0.0004932328,0.0004963191,0.0001653478,0.0002344255,0.0003283737],"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":[0.0002983742,0.0001040288,0.0629154,0.0002974704,0.00009463028,0.001374624,0.07064135,0.002818469,0.002150973,0.7910482,0.005710225,0.06254632],"study_design_scores_gemma":[0.0001924029,0.0002547134,0.5901429,0.0006518293,0.0001848398,0.0009728877,0.04698653,0.004304292,0.002230057,0.04283772,0.3111272,0.0001144538],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8619158,0.003726975,0.001209114,0.01398889,0.00003973058,0.00005234907,0.00008344728,0.00007090513,0.1189128],"genre_scores_gemma":[0.9955668,0.0002970209,0.0002043407,0.0003859622,0.0000165421,0.00001586547,0.00002052122,0.00000825081,0.003484662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1772697,"threshold_uncertainty_score":0.3524758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377037164","doi":"10.16997/jdd.1182","title":"Discourse, Deliberation and Difference in an Authoritarian Public Sphere","year":2023,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Authoritarianism; Deliberation; Elite; Context (archaeology); Democracy; Public sphere; Political science; Deliberative democracy; Sociology; Epistemology; Politics; Law; Philosophy; History","authors":[{"name":"Reza Hasmath","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03806926227637236,"gpt":0.3519883928989261,"spread":0.3139191306225538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01764675,0.000345158,0.0005016963,0.002041728,0.007240739,0.007584456,0.0009619898,0.001851641,0.001948517],"category_scores_gemma":[0.009071316,0.0002305573,0.0003513974,0.001921931,0.05253376,0.008631316,0.008609421,0.002701959,0.0001506794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007371755,"about_ca_system_score_gemma":0.006753621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003152429,"about_ca_topic_score_gemma":0.002163045,"domain_scores_codex":[0.9853894,0.01063278,0.0004412663,0.0009434766,0.001400557,0.001192557],"domain_scores_gemma":[0.9916419,0.005524014,0.001012349,0.0008636547,0.000451401,0.0005065798],"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":[0.00003236633,0.0000202678,0.001476732,0.0000527234,0.000009401485,0.0000901871,0.07156294,0.0004115019,0.0003133776,0.9177175,0.0003070612,0.008005954],"study_design_scores_gemma":[0.0000517581,0.00007564171,0.004216976,0.0002085,0.00002097154,0.00009054267,0.05302855,0.001715142,0.001035638,0.893231,0.04628873,0.00003662311],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5998971,0.003152393,0.0333159,0.0277115,0.000257345,0.0001195693,0.00005020124,0.0000728683,0.3354231],"genre_scores_gemma":[0.9976699,0.0001242002,0.0006917889,0.0001651388,0.00002455459,0.00001745023,0.000005491408,0.000004446586,0.001297121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01764675,"threshold_uncertainty_score":0.09332603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993298708","doi":"10.16997/jdd.309","title":"Stealth Democracy: Authoritarianism and Democratic Deliberation","year":2018,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Authoritarianism; Deliberation; Democracy; Politics; Political science; Social psychology; Psychology; Sociology; Law","authors":[{"name":"Peter Muhlberger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02855932763907833,"gpt":0.3479209280848095,"spread":0.3193616004457311,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006435465,0.0002521514,0.0002437824,0.001088299,0.00172145,0.003457052,0.0004394437,0.0007591007,0.003441561],"category_scores_gemma":[0.02199948,0.0001795869,0.0004335676,0.001247844,0.009496117,0.003117854,0.003823937,0.002060135,0.0001984826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002435612,"about_ca_system_score_gemma":0.002831675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003210582,"about_ca_topic_score_gemma":0.003761695,"domain_scores_codex":[0.9932058,0.00430338,0.0002945913,0.0004733982,0.001017916,0.0007050486],"domain_scores_gemma":[0.9670243,0.01920311,0.008301046,0.002154622,0.001723507,0.001593358],"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":[0.000314607,0.0004955756,0.3795121,0.0002587377,0.0001109974,0.0003000059,0.08204626,0.001825535,0.001006728,0.4580879,0.001309807,0.07473165],"study_design_scores_gemma":[0.00009408896,0.000273057,0.3745524,0.0003561083,0.00008387188,0.0004436412,0.05550024,0.00584317,0.001787382,0.5302888,0.03069134,0.00008595515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8506559,0.0006512865,0.02294217,0.006787111,0.0000508772,0.000083971,0.00006359135,0.00002699688,0.118738],"genre_scores_gemma":[0.9982216,0.00006673723,0.0008704155,0.0001072735,0.00001078982,0.00001421941,0.000009481967,0.000003539647,0.000695935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006435465,"threshold_uncertainty_score":0.03403443,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W186427143","doi":"10.16997/jdd.83","title":"Democratizing Public Consultation Processes: Some Critical Insights","year":2009,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Foucault, Power, and Ethics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"","keywords":"Scrutiny; Collusion; Government (linguistics); Deliberative democracy; Citizenship; Constructive; Political science; Public administration; Democracy; Public participation; Public relations; State (computer science); Sociology; Process (computing); Politics; Law; Economics","authors":[{"name":"Patricia Ballamingie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04685808639459019,"gpt":0.3765681914689312,"spread":0.329710105074341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07406148,0.0009863724,0.0007468858,0.00350155,0.03873621,0.0212489,0.00373157,0.009590189,0.004035762],"category_scores_gemma":[0.08175953,0.0008196762,0.0009231837,0.003025685,0.09070886,0.01964429,0.009439134,0.01245018,0.0003547529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06996027,"about_ca_system_score_gemma":0.03147264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06658775,"about_ca_topic_score_gemma":0.08440591,"domain_scores_codex":[0.9143814,0.07142445,0.001120442,0.002147526,0.00521758,0.005708736],"domain_scores_gemma":[0.8715062,0.1114429,0.002609171,0.002906987,0.009908523,0.001626246],"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":[0.00004087805,0.00002672641,0.0002558395,0.0001206111,0.000005596409,0.0005784359,0.3673088,0.0003233711,0.0002321538,0.6205615,0.005982874,0.004563243],"study_design_scores_gemma":[0.00004840212,0.00003446508,0.000738305,0.0005752482,0.00001670945,0.0002833195,0.4618643,0.001485083,0.001369723,0.3069355,0.2265752,0.00007388392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1464753,0.007732477,0.06422548,0.437578,0.001695888,0.00139683,0.0001467304,0.0002082171,0.3405411],"genre_scores_gemma":[0.9714167,0.001396381,0.007528564,0.007947207,0.0003274893,0.0004990812,0.0000233725,0.00009270523,0.01076857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07406148,"threshold_uncertainty_score":0.5075996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993252100","doi":"10.16997/jdd.234","title":"Public Engagement with Internet Voting in Edmonton: Design, Outcomes, and Challenges to Deliberative Models","year":2015,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Voting; Jury; Public participation; The Internet; Political science; Stakeholder; Public relations; Population; Public administration; Variety (cybernetics); Public engagement; Sociology; Law; Computer science","authors":[{"name":"Kalina Kamenova","is_ca":true},{"name":"Nicole Goodman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.290890559113918,"gpt":0.3604319325008393,"spread":0.06954137338692135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03505899,0.0004768299,0.0004334493,0.000881625,0.009259203,0.006545438,0.00233132,0.001951689,0.008742942],"category_scores_gemma":[0.02786586,0.0006992123,0.0004209559,0.001029434,0.006468599,0.003538406,0.006686232,0.003075001,0.0008242889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01146681,"about_ca_system_score_gemma":0.01596792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05562484,"about_ca_topic_score_gemma":0.148697,"domain_scores_codex":[0.9792613,0.015662,0.0002280053,0.00113159,0.001298873,0.002418312],"domain_scores_gemma":[0.9674324,0.02465848,0.0009255275,0.002283524,0.001835949,0.002864162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004743402,0.01069559,0.07609569,0.0009453054,0.0001293308,0.002497076,0.4189045,0.004984429,0.005188328,0.1189067,0.02269243,0.3342172],"study_design_scores_gemma":[0.001973329,0.007335018,0.142155,0.001631421,0.000226113,0.000470926,0.4481849,0.009849438,0.01408278,0.05220245,0.3214978,0.0003908075],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334051,0.0002437805,0.004358274,0.003927258,0.00007108308,0.001186763,0.000103055,0.0001299529,0.05657474],"genre_scores_gemma":[0.9614273,0.0002171123,0.008987386,0.001660486,0.00003036665,0.002529111,0.0001595028,0.00005967195,0.02492902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9443752,"threshold_uncertainty_score":0.1854119,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2401000633","doi":"10.16997/jdd.169","title":"What’s in a name? The search for ‘common ground’ in Kenora, Northwestern Ontario","year":2013,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Common ground; Common currency; Rhetoric; Currency; Political science; Geography; Economy; Sociology; Economics","authors":[{"name":"James P. Robson","is_ca":true},{"name":"A. John Sinclair","is_ca":true},{"name":"Iain J. Davidson‐Hunt","is_ca":true},{"name":"Alan P. Diduck","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02805625927972797,"gpt":0.3290118196975094,"spread":0.3009555604177814,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00285467,0.0001759931,0.0003775531,0.0007039792,0.03740939,0.007873767,0.001374962,0.0019542,0.005435075],"category_scores_gemma":[0.004121055,0.0002195758,0.0002017724,0.00157591,0.02726162,0.004028426,0.005521522,0.00282363,0.0002646445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06904855,"about_ca_system_score_gemma":0.06668813,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9475967,"about_ca_topic_score_gemma":0.9877241,"domain_scores_codex":[0.9965791,0.00119601,0.00009166673,0.0004492732,0.0006594222,0.001024405],"domain_scores_gemma":[0.9961104,0.001293044,0.0004211933,0.0001831156,0.0006979323,0.001294278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006520159,0.0000303289,0.0143858,0.0002106253,0.00001511385,0.001754786,0.7972502,0.0001479917,0.001352317,0.1315109,0.02347107,0.02980564],"study_design_scores_gemma":[0.000008701222,0.00002580259,0.01309116,0.0002883739,0.00001320942,0.0002792572,0.7256627,0.000117035,0.0003377856,0.006413922,0.2537106,0.00005139553],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6859635,0.006174833,0.002251824,0.1166832,0.0004936904,0.0000659923,0.0001520041,0.00005082748,0.1881642],"genre_scores_gemma":[0.9763893,0.001013448,0.0006007742,0.002513991,0.00002186778,0.00001678555,0.00002542312,0.00002766314,0.01939062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06904855,"threshold_uncertainty_score":0.5009846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4286424219","doi":"10.16997/jdd.1208","title":"The Discursive Functions of Deliberative Voting","year":2022,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Guelph; Public Health Ontario; University of Toronto","funders":"Ontario Ministry of Research and Innovation","keywords":"Deliberation; Voting; Facilitator; Deliberative democracy; Political science; Process (computing); Public relations; Computer science; Psychology; Social psychology; Politics; Law","authors":[{"name":"Kristie Serota","is_ca":true},{"name":"Kieran C. O’Doherty","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02324162704753223,"gpt":0.3234011844705962,"spread":0.300159557423064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05164145,0.0009624257,0.0007243545,0.004638765,0.006849235,0.01142869,0.002929338,0.002926813,0.005101614],"category_scores_gemma":[0.1260137,0.0006477411,0.001129054,0.003424385,0.03140873,0.01364367,0.008832978,0.004382782,0.00106523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004641017,"about_ca_system_score_gemma":0.004182508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00151214,"about_ca_topic_score_gemma":0.001073685,"domain_scores_codex":[0.8892839,0.09035789,0.002894904,0.005693628,0.008893486,0.00287618],"domain_scores_gemma":[0.8291658,0.1286309,0.01327092,0.02036033,0.006819688,0.001752375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001657448,0.00006658923,0.004121648,0.0003599378,0.00005407206,0.0001893889,0.1090539,0.001513123,0.001854003,0.8278919,0.0009802907,0.05374938],"study_design_scores_gemma":[0.00008255207,0.0001422314,0.004035315,0.0005584001,0.00006422298,0.0002535197,0.03627906,0.005372663,0.004617725,0.8654405,0.08304823,0.0001056248],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1887127,0.001412782,0.4306948,0.0183753,0.0004994538,0.0007924594,0.0001639802,0.0003486108,0.3589999],"genre_scores_gemma":[0.9745564,0.0002116584,0.02009025,0.0004689886,0.0001171099,0.0003987095,0.00004469581,0.00009811924,0.004014153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05164145,"threshold_uncertainty_score":0.2731094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3154282876","doi":"10.16997/jdd.971","title":"Expertise and Participatory Governance: The Incorporation of Expert Knowledge in Local Participatory Processes","year":2021,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Citizen journalism; Democratization; Corporate governance; Local governance; Participatory GIS; Knowledge management; Political science; Process (computing); Democracy; Sociology; Business; Computer science; Public administration; Local government; Law; Politics","authors":[{"name":"Carlos Rico Motos","is_ca":false},{"name":"Joan Font","is_ca":false},{"name":"Laurence Bhérer","is_ca":true},{"name":"Graham Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1212023188515261,"gpt":0.4334960371071644,"spread":0.3122937182556383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09503794,0.0004084728,0.0005806164,0.004215986,0.006711358,0.01056603,0.001760512,0.00319064,0.003041002],"category_scores_gemma":[0.1307816,0.0004988562,0.0005803378,0.002730903,0.02426565,0.01073621,0.0141967,0.002876167,0.0004276639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008922964,"about_ca_system_score_gemma":0.01045035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003835051,"about_ca_topic_score_gemma":0.00590195,"domain_scores_codex":[0.8038576,0.1761936,0.002845889,0.005225256,0.007221744,0.004655952],"domain_scores_gemma":[0.7825785,0.1791497,0.01200135,0.01535531,0.008010198,0.00290485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002730856,0.0002435301,0.02228341,0.0008598309,0.00009728378,0.001159843,0.4305484,0.005286953,0.00208497,0.3118936,0.002096661,0.2231724],"study_design_scores_gemma":[0.0001767483,0.0004951821,0.02578497,0.00274723,0.0001241696,0.0006522589,0.1474283,0.008504051,0.003359924,0.6619104,0.1485876,0.0002291251],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4161114,0.002866816,0.2024665,0.03106394,0.0002727251,0.001056954,0.0001032135,0.000182259,0.3458762],"genre_scores_gemma":[0.9851642,0.0002067129,0.01120481,0.0004726645,0.00003772298,0.00016661,0.00001402391,0.00002126831,0.002711918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09503794,"threshold_uncertainty_score":0.5026146,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993881387","doi":"10.16997/jdd.159","title":"“Citizens As Analysts” Redux: Revisiting Aaron Wildavsky on Public Participation","year":2013,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Critical Theory and Philosophy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Pierre Elliott Trudeau Foundation","funders":"","keywords":"Deliberation; Normative; Process (computing); Politics; Public relations; Teleology; Political science; Public participation; Public administration; Law and economics; Sociology; Law; Computer science","authors":[{"name":"PG Forest","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04605309493380466,"gpt":0.3711589622671172,"spread":0.3251058673333125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02921836,0.001220205,0.001234004,0.003961749,0.01973993,0.02319966,0.002839733,0.01257008,0.0033725],"category_scores_gemma":[0.02333535,0.0007191162,0.001105404,0.004044943,0.06880559,0.03044515,0.01056405,0.02321083,0.001008513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01623194,"about_ca_system_score_gemma":0.01352564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0140225,"about_ca_topic_score_gemma":0.01149074,"domain_scores_codex":[0.9546257,0.03503892,0.0006928137,0.002720056,0.004313583,0.002608903],"domain_scores_gemma":[0.9652613,0.03038618,0.0009055237,0.0007042023,0.001846858,0.0008960548],"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":[0.000007245374,0.0000100513,0.0000597406,0.0000399074,0.000002307784,0.00005585307,0.01186548,0.0001037576,0.00001610625,0.9803212,0.005393121,0.002125068],"study_design_scores_gemma":[0.00001146321,0.00001236278,0.00009321454,0.0005221527,0.000004924324,0.00005895828,0.009243928,0.0004418613,0.0001076303,0.7664704,0.2230089,0.00002434638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0171712,0.06018781,0.04213201,0.518275,0.007452767,0.0001323657,0.00005918281,0.0001164431,0.3544732],"genre_scores_gemma":[0.820928,0.03235697,0.01267804,0.07888888,0.005259796,0.0005417246,0.00006079175,0.0003817216,0.048904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02921836,"threshold_uncertainty_score":0.1545233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W334855578","doi":"10.16997/jdd.70","title":"Crackpot or Genius? Canada Steps onto the World Stage as a Democratic Innovator","year":2008,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Democracy; Innovator; Genius; Government (linguistics); Political science; Public administration; Democratic deficit; Law; Politics; Entrepreneurship; Psychology","authors":[{"name":"J. H. Snider","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03319619471212112,"gpt":0.3123227054357273,"spread":0.2791265107236062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00530883,0.0003954206,0.0004614664,0.001308318,0.02128355,0.0177992,0.001917912,0.008880193,0.01133352],"category_scores_gemma":[0.01030815,0.0002324354,0.0005079366,0.002432292,0.01172517,0.006452071,0.003887106,0.009738532,0.001089137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09170382,"about_ca_system_score_gemma":0.1936053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9598641,"about_ca_topic_score_gemma":0.9805545,"domain_scores_codex":[0.993144,0.001007343,0.00009288246,0.0004618975,0.002341496,0.002952362],"domain_scores_gemma":[0.9919194,0.001491731,0.0001988981,0.0002192056,0.003189295,0.002981401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003553644,0.00001850113,0.00132888,0.00005309801,0.000008093635,0.0001330856,0.005474499,0.0001982994,0.0001144942,0.3469538,0.6320478,0.01363398],"study_design_scores_gemma":[0.00001904202,0.00001032538,0.002863327,0.0002529385,0.00001352113,0.00003212369,0.0144006,0.0002151763,0.0001933039,0.03614283,0.9457973,0.00005950908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004335843,0.005872823,0.0003385163,0.9160384,0.001479099,0.00002053126,0.0001616312,0.000027083,0.07172605],"genre_scores_gemma":[0.332804,0.01768993,0.002469897,0.4764492,0.001268287,0.00007399042,0.0002439597,0.0001673599,0.1688333],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09170382,"threshold_uncertainty_score":0.6653609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994531653","doi":"10.16997/jdd.293","title":"Democracy Transformed: Perceived Legitimacy of the Institutional Shift from Election to Random Selection of Representatives","year":2018,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; University of Victoria","funders":"","keywords":"Legitimacy; Selection (genetic algorithm); Democracy; Embeddedness; Perception; Political science; Politics; Public relations; Public administration; Sociology; Psychology; Computer science; Law; Social science","authors":[{"name":"Simon Pek","is_ca":true},{"name":"Jeffrey Kennedy","is_ca":true},{"name":"Adam Cronkright","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03061197254953935,"gpt":0.3593977130259994,"spread":0.3287857404764601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01482623,0.0001783522,0.0003025837,0.001344771,0.003010119,0.007110793,0.0006796615,0.001475053,0.00539814],"category_scores_gemma":[0.06383494,0.0002443015,0.0004441703,0.001000615,0.01182694,0.003160482,0.004853535,0.003946929,0.0003839737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003307037,"about_ca_system_score_gemma":0.002093599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003419045,"about_ca_topic_score_gemma":0.003852813,"domain_scores_codex":[0.9798631,0.01339468,0.001098038,0.001100664,0.002968326,0.001575165],"domain_scores_gemma":[0.9425562,0.0310349,0.01355063,0.003952678,0.004949799,0.003955736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008285977,0.0008257008,0.4435302,0.0003658468,0.0002353116,0.001073355,0.3882245,0.00135638,0.004808351,0.09693583,0.002673338,0.05914255],"study_design_scores_gemma":[0.0002991852,0.001038739,0.4083919,0.0005705995,0.0001448917,0.001143955,0.4755674,0.00641663,0.002864297,0.0510185,0.05230897,0.0002349083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9557493,0.0001851721,0.002534984,0.003888881,0.00006623464,0.000055185,0.00003182146,0.00002414955,0.0374643],"genre_scores_gemma":[0.9994847,0.00002778797,0.00012978,0.0001081822,0.000006975446,0.000006072638,0.000007974983,0.000003860504,0.000224582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01482623,"threshold_uncertainty_score":0.07840949,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220900416","doi":"10.16997/jdd.1043","title":"Mini-Public Replication: Emotions and Deliberation in the Citizens' Initiative Review Redux","year":2022,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Deliberation; Deliberative democracy; Scholarship; Satisficing; Impartiality; Psychology; Set (abstract data type); Legitimacy; Quality (philosophy); Social psychology; Public engagement; Test (biology); Political science; Public relations; Democracy; Epistemology; Computer science; Law","authors":[{"name":"Michael E. Morrell","is_ca":false},{"name":"Genevieve Johnson","is_ca":true},{"name":"Laura W. Black","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07673279628731786,"gpt":0.3697045286754346,"spread":0.2929717323881168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1274286,0.0003568788,0.0007382885,0.002461536,0.004173324,0.007782429,0.001268858,0.001348901,0.003067351],"category_scores_gemma":[0.4066584,0.0005822254,0.0007761332,0.002644633,0.006232543,0.006547433,0.006790559,0.002663379,0.0005112172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003967415,"about_ca_system_score_gemma":0.003740076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003658951,"about_ca_topic_score_gemma":0.006421747,"domain_scores_codex":[0.8236265,0.1440621,0.00562407,0.006270084,0.01700277,0.003414515],"domain_scores_gemma":[0.5136408,0.3418508,0.05544255,0.05245611,0.03347429,0.003135545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001649913,0.0003897481,0.1873164,0.001303642,0.0004113617,0.0006990975,0.6274531,0.0006559658,0.004918515,0.03501442,0.009079618,0.1311082],"study_design_scores_gemma":[0.0001723788,0.001031328,0.4271314,0.001456413,0.0002480897,0.0005965414,0.406535,0.00557355,0.007757285,0.04779973,0.1012809,0.0004173977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9619787,0.0006764425,0.01257269,0.005483235,0.000245083,0.0004578065,0.0002501878,0.0001032172,0.0182326],"genre_scores_gemma":[0.9951923,0.00007640684,0.002388337,0.0005218951,0.00007445545,0.00055727,0.00009544272,0.00005133872,0.001042595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1274286,"threshold_uncertainty_score":0.6739148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2940612514","doi":"10.16997/jdd.317","title":"Civic Virtue in the Deliberative System","year":2019,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Critical Theory and Philosophy","field":"Social Sciences","cited_by":3,"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":"","keywords":"Deliberation; Deliberative democracy; Normative; Politics; Argument (complex analysis); Democracy; Civic virtue; Sociology; Virtue; Epistemology; Function (biology); Political science; Law and economics; Law; Philosophy","authors":[{"name":"Daniel Hutton Ferris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01646309330701,"gpt":0.3150605961390226,"spread":0.2985975028320126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01184642,0.0002817669,0.0004248028,0.001354619,0.004962127,0.008565657,0.0006685287,0.00266831,0.003149627],"category_scores_gemma":[0.009781058,0.0003359222,0.0004427863,0.0006877466,0.05390227,0.007370527,0.007423733,0.003882178,0.0004394557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003436601,"about_ca_system_score_gemma":0.003901824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000903402,"about_ca_topic_score_gemma":0.0006452368,"domain_scores_codex":[0.9888833,0.008322253,0.0002116352,0.0008734002,0.001035187,0.0006743536],"domain_scores_gemma":[0.9907287,0.005618561,0.0005948857,0.001455009,0.0006998626,0.0009029874],"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":[0.000005318878,0.000007299084,0.0001882685,0.00001858419,0.000002658292,0.00001819113,0.002161776,0.0002180897,0.00007704169,0.9955439,0.0003333724,0.001425542],"study_design_scores_gemma":[0.00001301907,0.00001066108,0.0002044956,0.0000297858,0.000002691602,0.00002821513,0.0008575644,0.0005514482,0.0001250972,0.9831872,0.01498386,0.000006006305],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1236989,0.002740959,0.09809097,0.04343032,0.0004505223,0.0001947164,0.00005608249,0.0002220144,0.7311155],"genre_scores_gemma":[0.9892429,0.0002080662,0.006261763,0.0007064875,0.00007525761,0.00008877117,0.000009253697,0.00002681561,0.003380837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01184642,"threshold_uncertainty_score":0.06265062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992224963","doi":"10.16997/jdd.298","title":"Me on the Map: A Case Study of Interactive Theatre and Public Participation","year":2018,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Deliberation; Citizen journalism; Foundation (evidence); Happiness; Commission; Participatory design; Public participation; Public relations; Sociology; Political science; Psychology; Engineering; Social psychology; Law; Operations management","authors":[{"name":"Stephen Williams","is_ca":true},{"name":"Jan Derbyshire","is_ca":false},{"name":"Adrienne Wong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4708899559229693,"gpt":0.6081509576689814,"spread":0.1372610017460121,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01123468,0.00130385,0.0009531788,0.00199463,0.0307567,0.008721911,0.004099927,0.006773112,0.006659396],"category_scores_gemma":[0.02127373,0.0008125938,0.001132749,0.002339951,0.01595885,0.006950151,0.01148225,0.00637809,0.0009919754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004980568,"about_ca_system_score_gemma":0.003426427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008743082,"about_ca_topic_score_gemma":0.02176032,"domain_scores_codex":[0.9795101,0.0158896,0.0003100308,0.0009224027,0.001175965,0.002191919],"domain_scores_gemma":[0.9831676,0.01171347,0.0009660725,0.001014671,0.0007708838,0.002367358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009281385,0.0004226922,0.002221676,0.0002164506,0.00001712868,0.0108576,0.9618872,0.0002858012,0.0005648264,0.01147491,0.002939577,0.0090193],"study_design_scores_gemma":[0.00002111458,0.0001686821,0.001272208,0.0001916643,0.00001587871,0.003553295,0.9491169,0.0004353744,0.0006448167,0.002314408,0.0422308,0.00003480786],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331843,0.0006942481,0.009152564,0.008124254,0.0002842266,0.0004499788,0.0001548901,0.0000943815,0.0478612],"genre_scores_gemma":[0.9838501,0.0005975025,0.00391036,0.0006860517,0.00009603573,0.0003306922,0.00004525392,0.0000951097,0.01038888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0307567,"threshold_uncertainty_score":0.0594154,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2995137137","doi":"10.16997/jdd.342","title":"Venue Coupling and Actor Circulation in Deliberative Systems: Health Care Governance in Ontario","year":2019,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Operationalization; Corporate governance; Deliberative democracy; Bureaucracy; Legislature; Democracy; Sociology; Political science; Public relations; Politics; Key (lock); Public administration; Epistemology; Computer science; Law; Management; Economics; Computer security","authors":[{"name":"Carey Doberstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01994110037367948,"gpt":0.3082275576872034,"spread":0.2882864573135239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003740279,0.0002011873,0.0002865605,0.001367796,0.01309136,0.006043293,0.001058797,0.001072401,0.002882089],"category_scores_gemma":[0.00769541,0.0003665621,0.0002903202,0.003475789,0.01199265,0.002329699,0.005614193,0.0009395374,0.0001206639],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1530616,"about_ca_system_score_gemma":0.1360376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9769215,"about_ca_topic_score_gemma":0.9877529,"domain_scores_codex":[0.9945391,0.002130297,0.0001931061,0.0004635605,0.001018009,0.001655887],"domain_scores_gemma":[0.995387,0.001654797,0.0007837922,0.0003001376,0.0007828216,0.001091539],"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":[0.0002129934,0.00007895622,0.1431362,0.0003572785,0.00005900546,0.002193282,0.2869191,0.008034053,0.001285198,0.4846544,0.006412671,0.0666569],"study_design_scores_gemma":[0.0001323605,0.0001296309,0.2944815,0.0006867264,0.0001445131,0.000566953,0.3359805,0.01535251,0.001409568,0.1067801,0.2441379,0.0001978122],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8148286,0.002203523,0.01295696,0.02140975,0.00006419965,0.0003772674,0.0002665129,0.00007136707,0.1478218],"genre_scores_gemma":[0.9935511,0.0003211938,0.001084576,0.0001409153,0.000004924631,0.00003330662,0.00002779652,0.000006516832,0.004829538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1530616,"threshold_uncertainty_score":0.9823285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241962641","doi":"10.16997/jdd.82","title":"Pyramidal Democracy","year":2009,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Trent University","funders":"","keywords":"Polity; Delegate; Pyramid (geometry); Democracy; Legislature; Political science; Public administration; Deliberation; Hierarchy; Deliberative democracy; Direct democracy; Group (periodic table); Law and economics; Sociology; Politics; Law; Computer science; Mathematics","authors":[{"name":"Marcus Pivato","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009085778772102763,"gpt":0.2855816124780604,"spread":0.2764958337059576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001959801,0.0002987675,0.0003705614,0.0005234089,0.001836159,0.003279958,0.001112572,0.00117576,0.01300966],"category_scores_gemma":[0.00549862,0.0001922979,0.0005686762,0.0006480013,0.00316391,0.002993484,0.004284982,0.001792846,0.002801002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201281,"about_ca_system_score_gemma":0.002385512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001488044,"about_ca_topic_score_gemma":0.001964041,"domain_scores_codex":[0.9975281,0.0007571317,0.00008670062,0.0006339023,0.0006251131,0.0003689951],"domain_scores_gemma":[0.9980453,0.000410231,0.0002742812,0.0006132565,0.0003524898,0.0003044628],"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":[0.00001961065,0.00002624756,0.0006405556,0.00006494387,0.0000172756,0.00004299755,0.0003584597,0.003513316,0.0002660198,0.9683072,0.005663511,0.02107994],"study_design_scores_gemma":[0.00004824742,0.00005584621,0.0006334195,0.00007022557,0.00001786625,0.00007113119,0.0002287135,0.0124542,0.0005184389,0.8913603,0.09452712,0.00001445038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05043997,0.001152685,0.3611256,0.01543916,0.0005491136,0.0002765768,0.0003817257,0.0007024509,0.5699328],"genre_scores_gemma":[0.8881099,0.001048432,0.04997927,0.002049036,0.0003287161,0.0003405472,0.0002426569,0.0001088369,0.05779262],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01300966,"threshold_uncertainty_score":0.0435217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W179297983","doi":"10.16997/jdd.166","title":"Communities of fate and the challenges of international public participation in transnational governance contexts","year":2013,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Corporate governance; Political science; Public involvement; Accommodation; Public relations; Public administration; Transnational governance; Process (computing); Standardization; Climate change; Public policy; Sociology; Economics; Psychology; Law; Management","authors":[{"name":"Edna Einsiedel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0688763425870268,"gpt":0.3862675527040443,"spread":0.3173912101170175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05257681,0.0005381433,0.001052576,0.003011707,0.04768443,0.02931433,0.003281205,0.01002512,0.007652624],"category_scores_gemma":[0.05295205,0.000816393,0.0006259591,0.00274775,0.1110323,0.02343333,0.04216948,0.008061877,0.0004334864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01452472,"about_ca_system_score_gemma":0.02685563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02426448,"about_ca_topic_score_gemma":0.03209662,"domain_scores_codex":[0.9041637,0.07947034,0.0008744639,0.003130614,0.003621329,0.008739545],"domain_scores_gemma":[0.9426588,0.04233066,0.002414151,0.00342693,0.002848822,0.006320704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003593653,0.00004226543,0.001792259,0.00008152502,0.00001115219,0.0005911463,0.5382724,0.0002578909,0.0001202544,0.4457471,0.001944709,0.01110339],"study_design_scores_gemma":[0.00002644788,0.00003702778,0.0009598183,0.0002242725,0.000007975223,0.0002212014,0.7543274,0.0002433582,0.0001036145,0.1777428,0.06607471,0.00003145907],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.42003,0.004611334,0.01879806,0.1508783,0.0004852421,0.0004185589,0.00006090645,0.0001028343,0.4046147],"genre_scores_gemma":[0.994093,0.0003853862,0.000938021,0.001422561,0.00003242189,0.0001159076,0.000008759341,0.0000213688,0.002982486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05257681,"threshold_uncertainty_score":0.2780561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404414688","doi":"10.16997/jdd.1603","title":"Deliberative Democracy in Practice: Handbooks on Commissioning, Facilitating, and Evaluating Deliberative Processes","year":2024,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Irish and British Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"United Nations Democracy Fund","keywords":"Computer science; Information retrieval; World Wide Web","authors":[{"name":"Joanna Massie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03755812200973334,"gpt":0.4036957118175656,"spread":0.3661375898078322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03985612,0.002552382,0.002380389,0.01042495,0.004901873,0.01422424,0.00465002,0.009154121,0.008292982],"category_scores_gemma":[0.06086971,0.001666158,0.001395064,0.01663448,0.03712172,0.01851842,0.009432493,0.009392666,0.007069021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01134324,"about_ca_system_score_gemma":0.033991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005550538,"about_ca_topic_score_gemma":0.008239635,"domain_scores_codex":[0.9294581,0.04772129,0.007020917,0.002047399,0.01199105,0.001761163],"domain_scores_gemma":[0.9063082,0.07752883,0.003816881,0.006210268,0.004825251,0.001310538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004756627,0.0001773412,0.0004291855,0.008782982,0.00003207489,0.0002629644,0.03751907,0.002407479,0.0006398381,0.5776036,0.1113082,0.2607897],"study_design_scores_gemma":[0.00001521262,0.00004507666,0.0003285997,0.007988219,0.000008117896,0.000301278,0.006827882,0.0002800907,0.0003358294,0.1804438,0.80338,0.00004588604],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003482586,0.3230019,0.3011505,0.06916232,0.005234259,0.002681523,0.0006564881,0.001547861,0.2930825],"genre_scores_gemma":[0.0710138,0.3980785,0.4463395,0.0173563,0.002858748,0.009941728,0.001219699,0.001397573,0.05179409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03985612,"threshold_uncertainty_score":0.2107818,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3146587215","doi":"10.16997/10.16997/jdd.949","title":"Diverse Discussion in Public Deliberation on Cancer Drug Funding","year":2021,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Operationalization; Deliberation; Diversity (politics); Public health; Political science; Public health policy; Public policy; Cancer drugs; Public relations; Engineering ethics; Management science; Drug; Health policy; Medicine; Epistemology; Pharmacology; Politics","authors":[{"name":"Daniel Steel","is_ca":true},{"name":"Michael Burgess","is_ca":true},{"name":"Naseeb Bolduc","is_ca":true},{"name":"Reena Titoria","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4403780437412744,"gpt":0.4764178396950721,"spread":0.03603979595379764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0645754,0.0007865551,0.0009236337,0.004356762,0.03165874,0.01216984,0.002067352,0.005479171,0.003585498],"category_scores_gemma":[0.1363419,0.00071416,0.0008265513,0.004708824,0.04329406,0.008486379,0.02005171,0.01001581,0.0003811409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0331537,"about_ca_system_score_gemma":0.03001679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0796105,"about_ca_topic_score_gemma":0.07618517,"domain_scores_codex":[0.8452328,0.1252175,0.003003221,0.003564681,0.01300939,0.009972518],"domain_scores_gemma":[0.7748816,0.1869812,0.01627753,0.0047656,0.009662267,0.007431863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001190329,0.00002921843,0.004958884,0.0001235156,0.00002475396,0.0004461761,0.9628381,0.0003142159,0.000553641,0.02116526,0.001660027,0.00776737],"study_design_scores_gemma":[0.0000341953,0.00004205419,0.006227545,0.0003106144,0.00001840998,0.000153576,0.9158908,0.0006285739,0.0007106049,0.02575218,0.05014593,0.0000855683],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8699663,0.001374416,0.01426978,0.04091733,0.0004593397,0.0003440992,0.0001791734,0.0001163958,0.07237315],"genre_scores_gemma":[0.9966519,0.0001738133,0.0008559049,0.0009699246,0.00003762384,0.000084852,0.00003227106,0.00003320372,0.001160469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0796105,"threshold_uncertainty_score":0.3415115,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994811072","doi":"10.16997/jdd.341","title":"Embedded Public Reasoning: A Response to Jonathan Haidt’s The Righteous Mind","year":2019,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Psychology of Moral and Emotional Judgment","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"The King's University","funders":"","keywords":"Normative; Faith; Civility; Morality; Epistemology; Moral reasoning; Deliberation; Legitimacy; Politics; Psychology; Moral psychology; Action (physics); Sociology; Social psychology; Political science; Philosophy; Law","authors":[{"name":"Michael J. DeMoor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06573292530910865,"gpt":0.300513184843008,"spread":0.2347802595338994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0120777,0.0005270191,0.0007881487,0.0008995982,0.00895143,0.01020813,0.003062182,0.02317195,0.002525566],"category_scores_gemma":[0.02966881,0.0006429005,0.0007260214,0.001039805,0.0383471,0.01681114,0.005563215,0.04540075,0.0006441646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008138569,"about_ca_system_score_gemma":0.004637629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007430718,"about_ca_topic_score_gemma":0.008928393,"domain_scores_codex":[0.9919434,0.005011374,0.0001608511,0.0009339035,0.001365152,0.0005853578],"domain_scores_gemma":[0.9680979,0.02646669,0.000897041,0.0007585802,0.002383204,0.0013965],"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":[0.00007782538,0.0001064846,0.0004190934,0.000133671,0.00002314305,0.001203424,0.0632875,0.0002485167,0.0003562048,0.627192,0.2952639,0.01168823],"study_design_scores_gemma":[0.0000723053,0.00003065795,0.0005963733,0.0004682403,0.00001426177,0.0009565729,0.03491945,0.000974246,0.0004209577,0.5322387,0.4292232,0.00008506478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002912303,0.003503087,0.001016399,0.9823172,0.002998217,0.000005694991,0.000006384404,0.00001503616,0.007225638],"genre_scores_gemma":[0.2016223,0.006032243,0.002594681,0.7674149,0.007333179,0.00008339668,0.00002198039,0.0001409932,0.01475631],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02317195,"threshold_uncertainty_score":0.06387377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911455787","doi":"10.16997/jdd.275","title":"Review of Deliberation across Deeply Divided Societies: Transformative Moments by Jürg Steiner, Maria Clara Jaramillo, Rousiley C. M. Maia, Simona Mameli (Cambridge U.K.: Cambridge University Press, 2017)","year":2017,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"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":"Transformative learning; Deliberation; Sociology; Humanities; Philosophy; Political science; Law; Pedagogy","authors":[{"name":"Nancy Vamvakas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03032285348762659,"gpt":0.3360527838809305,"spread":0.3057299303933039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007777845,0.001213892,0.002585655,0.005021965,0.00105269,0.003702604,0.001310418,0.002791231,0.004611332],"category_scores_gemma":[0.02364363,0.000938205,0.001239361,0.007305351,0.002299382,0.005475545,0.003402027,0.005220423,0.002690039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003257378,"about_ca_system_score_gemma":0.006672666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003863202,"about_ca_topic_score_gemma":0.006971906,"domain_scores_codex":[0.9938884,0.003103952,0.0007838454,0.0007196168,0.00122858,0.0002756178],"domain_scores_gemma":[0.9761989,0.01673256,0.001786695,0.0004855239,0.004209962,0.0005863354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000203929,0.00002672462,0.0004046714,0.0320369,0.0003215866,0.0001871084,0.001081956,0.000401667,0.000261273,0.007893732,0.5694694,0.387711],"study_design_scores_gemma":[0.00005056363,0.0000840368,0.001810203,0.04370575,0.0002625683,0.0006498598,0.0006621483,0.00009713473,0.0001930316,0.008298534,0.9441182,0.00006803457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005502002,0.9887686,0.00007219979,0.008304695,0.002395897,0.000004456581,0.00002467293,0.000002694154,0.0003717801],"genre_scores_gemma":[0.002621505,0.984736,0.0001479237,0.00710628,0.004454658,0.00002949126,0.00008717215,0.0000118318,0.0008050708],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007777845,"threshold_uncertainty_score":0.04113364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246755408","doi":"10.16997/jdd.384","title":"Book Reviews Volume 16, Issue 1","year":2020,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Deliberation; Scholarship; Democracy; Miller; Deliberative democracy; Politics; Field (mathematics); Sociology; Political science; Law","authors":[{"name":"Patricia Mockler","is_ca":true},{"name":"Filipe Mendes Motta","is_ca":false},{"name":"Kei Nishiyama","is_ca":false},{"name":"John Rountree","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04359663490131852,"gpt":0.3490384361508882,"spread":0.3054418012495697,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001108702,0.00120861,0.001615339,0.004194774,0.001590704,0.007432417,0.002083759,0.003309831,0.3156974],"category_scores_gemma":[0.007357505,0.0006481082,0.0009294938,0.007282448,0.001164944,0.004591566,0.002583096,0.004153566,0.2822709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927379,"about_ca_system_score_gemma":0.003493863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002641185,"about_ca_topic_score_gemma":0.005573016,"domain_scores_codex":[0.9977334,0.0002346752,0.0001288191,0.0002939512,0.001469537,0.0001396732],"domain_scores_gemma":[0.9967253,0.0007618885,0.0001922829,0.0002527899,0.001643213,0.0004245592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007071334,0.00001515364,0.00002711704,0.0005240247,0.000004286388,0.00001401534,0.0000363158,0.00002549241,0.00009910503,0.002433283,0.921719,0.0750951],"study_design_scores_gemma":[0.000001501616,0.000003110198,0.00004323644,0.00031289,0.00000145141,0.00002117486,0.00001905707,0.00000350224,0.00001087247,0.0003377272,0.9992434,0.000002087125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002681628,0.4547802,0.0008985333,0.02888328,0.1026011,0.0001232724,0.001510459,0.0004468769,0.4104882],"genre_scores_gemma":[0.001721657,0.2707636,0.001072521,0.02292569,0.03253061,0.0001517048,0.00227115,0.0004151104,0.668148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3156974,"threshold_uncertainty_score":0.9760746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383961755","doi":"10.16997/jdd.1335","title":"The Influence of Leaders on the Quality of Citizen Deliberation: An Exploratory Assessment of Online Deliberation in New Zealand","year":2023,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Deliberation; Quality (philosophy); Exploratory research; Exploratory analysis; Political science; Public relations; Sociology; Epistemology; Computer science; Data science; Social science; Politics; Law","authors":[{"name":"Audrey Angelina Susin","is_ca":true},{"name":"Eduardo Ordonez‐Ponce","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1109213171274181,"gpt":0.4390941595107846,"spread":0.3281728423833665,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009508266,0.0003264986,0.0004542538,0.00218554,0.003557688,0.003501838,0.0008534766,0.0005575765,0.00232554],"category_scores_gemma":[0.03079008,0.0005157382,0.0004364161,0.001424662,0.004389697,0.0021227,0.004234739,0.001239712,0.0002766307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005365939,"about_ca_system_score_gemma":0.00534153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07004456,"about_ca_topic_score_gemma":0.1171259,"domain_scores_codex":[0.9933623,0.002922166,0.0006194095,0.0004309007,0.001755179,0.0009099964],"domain_scores_gemma":[0.9765313,0.01241673,0.005169194,0.0009697651,0.003136168,0.001776909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000214961,0.0002855156,0.1256362,0.0001864411,0.0000211813,0.0008965926,0.8547862,0.00006607215,0.00225412,0.0003519245,0.0001998838,0.01510088],"study_design_scores_gemma":[0.00002392021,0.0005564149,0.3803674,0.0001074698,0.00002336636,0.0001660439,0.6124749,0.0003456582,0.00085912,0.0002357085,0.004776065,0.00006407977],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998207,0.00001974751,0.00008245293,0.00006870717,0.000001622116,0.00005858504,0.00001382348,0.000002454154,0.001545685],"genre_scores_gemma":[0.9984622,0.00007167461,0.0003412425,0.00002728862,0.000003321304,0.0001217411,0.00002211254,0.000006117587,0.0009442329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07004456,"threshold_uncertainty_score":0.1392738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220858112","doi":"10.16997/jdd.949","title":"Diverse Discussion in Public Deliberation on Cancer Drug Funding","year":2022,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Provincial Health Services Authority; McMaster University; University of British Columbia","funders":"","keywords":"Operationalization; Deliberation; Diversity (politics); Political science; Public health; Public policy; Public relations; Engineering ethics; Management science; Sociology; Epistemology; Medicine; Politics; Engineering","authors":[{"name":"Daniel Steel","is_ca":true},{"name":"Naseeb Bolduc","is_ca":true},{"name":"Reena Titoria","is_ca":true},{"name":"Michael Burgess","is_ca":true},{"name":"Julia Abelson","is_ca":true},{"name":"Stuart Peacock","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1434078455342779,"gpt":0.3525369138953248,"spread":0.2091290683610468,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06922907,0.0007429371,0.001014456,0.004298365,0.03845593,0.01184826,0.002112147,0.005438669,0.003673654],"category_scores_gemma":[0.1348349,0.0006654559,0.000763156,0.00464429,0.04997376,0.00795777,0.02229049,0.009232786,0.0003495592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03893496,"about_ca_system_score_gemma":0.03759548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09830651,"about_ca_topic_score_gemma":0.1053469,"domain_scores_codex":[0.833531,0.1354836,0.003021725,0.003726306,0.01226249,0.01197491],"domain_scores_gemma":[0.77192,0.1925699,0.01491245,0.004821048,0.008537944,0.007238547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001067729,0.00002548963,0.005172329,0.0001103824,0.00001964096,0.0004949754,0.9536419,0.0002619352,0.0003950334,0.03031578,0.001636938,0.007818813],"study_design_scores_gemma":[0.00003218978,0.00003512764,0.006390432,0.0003739754,0.00001577932,0.0001463095,0.9016258,0.0005368663,0.0006715202,0.03495344,0.05514572,0.00007293597],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854488,0.001441635,0.01310281,0.04513887,0.0004113438,0.0003649159,0.0001879854,0.00008516493,0.08477933],"genre_scores_gemma":[0.9963074,0.000167483,0.0008306706,0.001073117,0.00003589378,0.0001011185,0.0000286591,0.00002743301,0.001428285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09830651,"threshold_uncertainty_score":0.3661227,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3200939096","doi":"10.16997/10.16997/jdd.1043","title":"Mini-Public Replication: Emotions and Deliberation in the Citizens' Initiative Review Redux","year":2021,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Deliberation; Deliberative democracy; Scholarship; Satisficing; Impartiality; Psychology; Set (abstract data type); Legitimacy; Social psychology; Quality (philosophy); Public engagement; Test (biology); Political science; Public relations; Democracy; Epistemology; Law; Computer science","authors":[{"name":"Michael E. Morrell","is_ca":false},{"name":"Genevieve Johnson","is_ca":true},{"name":"Laura W. Black","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08109871442850337,"gpt":0.379265197670663,"spread":0.2981664832421597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1276468,0.0003565963,0.0007385933,0.002463479,0.004175489,0.007786351,0.001269009,0.001349224,0.003071775],"category_scores_gemma":[0.4075002,0.0005822304,0.0007762656,0.002648611,0.006246878,0.006552391,0.00680138,0.002663474,0.0005119167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003968091,"about_ca_system_score_gemma":0.003742063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00365404,"about_ca_topic_score_gemma":0.006419568,"domain_scores_codex":[0.8231776,0.1444723,0.005638962,0.006280443,0.01701339,0.003417364],"domain_scores_gemma":[0.5127015,0.3427288,0.05544445,0.05250078,0.03348925,0.003135226],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001650551,0.0003897909,0.1870767,0.001307424,0.0004113564,0.0006981444,0.6275498,0.0006556652,0.004917126,0.03515274,0.009103532,0.1310872],"study_design_scores_gemma":[0.0001727135,0.0010312,0.4268958,0.001460546,0.0002480455,0.0005957164,0.4062551,0.005564716,0.007763199,0.0479649,0.1016304,0.0004175985],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618118,0.0006790453,0.01261764,0.005509526,0.000245955,0.0004596618,0.0002513482,0.0001033175,0.01832175],"genre_scores_gemma":[0.9951813,0.00007673028,0.002391916,0.0005232483,0.00007465271,0.0005597438,0.00009569358,0.00005142891,0.001045237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8723532,"threshold_uncertainty_score":0.6750689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}