{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":11,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":11,"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":"eb9ffb076e99","filters":{"venue":"Universitas Forum"}},"results":[{"id":"W1511308186","doi":"","title":"Women Plan Toronto (1985 - 2000) and Toronto Women’s City Alliance (2004 - and struggling on): Experiences and Lessons","year":2012,"lang":"en","type":"article","venue":"Universitas Forum","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Alliance; Work (physics); Plan (archaeology); Economic growth; Sociology; Public relations; Political science; Inequality; Gender studies; Engineering; History; Law; Economics","authors":[{"name":"Regula Modlich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02405661291313748,"gpt":0.2746927014008591,"spread":0.2506360884877216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003622334,0.000120979,0.0001534927,0.000008963442,0.001050478,0.0001000891,0.0001751964,0.00008641152,0.0007891656],"category_scores_gemma":[0.00003741508,0.0001180183,0.00001585993,0.00007204046,0.0004857515,0.001529758,0.00009529059,0.00005608837,0.000002083955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114996,"about_ca_system_score_gemma":0.00009454409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06031992,"about_ca_topic_score_gemma":0.06835457,"domain_scores_codex":[0.9985616,0.00004754682,0.00008141255,0.0002589623,0.0002891968,0.0007612848],"domain_scores_gemma":[0.9993086,0.00006412199,0.0000758785,0.00008834853,0.00002092839,0.0004421009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005473212,0.00004324711,0.04895431,0.000005790674,0.00001854431,0.000003063392,0.904837,6.248088e-7,0.00001473771,0.03063384,0.00419876,0.01123536],"study_design_scores_gemma":[0.0002085946,0.0001017966,0.0167853,0.00001175458,0.000004318491,6.578475e-7,0.8401131,0.000006749101,0.000005499898,0.000350589,0.1422423,0.0001693388],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709678,0.004592035,0.00000814644,0.001069607,0.0002912326,0.0001216044,0.00002164398,0.00003285355,0.02289504],"genre_scores_gemma":[0.995948,0.001848031,0.0000726146,0.0002282238,0.0001287574,0.000009312237,5.717557e-7,0.000004407248,0.001760067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1380435,"threshold_uncertainty_score":0.9486455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1585713430","doi":"","title":"TACKLING POVERTY THROUGH HOLISTIC, INTERCONNECTED, NEIGHBOURHOOD-BASED INTERGENERATIONAL LEARNING: THE CASE OF WINNIPEG’S SELKIRK AVENUE","year":2015,"lang":"en","type":"article","venue":"Universitas Forum","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Winnipeg","funders":"","keywords":"Poverty; Distrust; Neighbourhood (mathematics); Context (archaeology); Sociology; Social capital; Economic growth; Colonialism; Community education; Political science; Pedagogy; Geography; Social science; Law; Economics","authors":[{"name":"Shauna MacKinnon","is_ca":true},{"name":"Jim Silver","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04344049342831592,"gpt":0.3113414732231204,"spread":0.2679009797948045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000310245,0.00008510261,0.0001039882,0.00004187056,0.0005830062,0.00004589791,0.0002197561,0.00008336253,0.0003727683],"category_scores_gemma":[0.0003945986,0.00007514561,0.00009385077,0.0002647402,0.0002540053,0.0002438771,0.00005186156,0.0001806604,0.00002300123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002191918,"about_ca_system_score_gemma":0.0004728437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003349785,"about_ca_topic_score_gemma":0.002344534,"domain_scores_codex":[0.99913,0.0002002422,0.0001306398,0.0001352873,0.0001874135,0.0002164114],"domain_scores_gemma":[0.9992512,0.0001216194,0.00011518,0.0001265017,0.0002795419,0.0001059339],"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":[0.00008714899,0.0002036232,0.009758676,0.00001463728,0.0001078089,0.00011958,0.1878757,0.007558729,0.00006618984,0.7346077,0.05862063,0.0009795616],"study_design_scores_gemma":[0.001037751,0.0001648633,0.0003051722,0.00003473981,0.0001026456,0.00002695538,0.7944081,0.02126623,0.00006485394,0.005493698,0.1767881,0.0003068579],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8510643,0.0002327768,0.02007635,0.02319407,0.002663213,0.000410653,0.0001072169,0.0001410385,0.1021104],"genre_scores_gemma":[0.9972802,0.00000715831,0.0004872942,0.0007278447,0.0001144991,0.000001075579,0.00004150934,0.00000808143,0.00133238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.729114,"threshold_uncertainty_score":0.5063895,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2506766858","doi":"","title":"FOOD INSECURITY IN MANITOBA: A CASE STUDY OF CROSS LAKE","year":2016,"lang":"en","type":"article","venue":"Universitas Forum","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Food security; Poverty; Food insecurity; Work (physics); Environmental health; Business; Geography; Economic growth; Political science; Medicine; Economics; Agriculture","authors":[{"name":"Micah Zerbe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1514502835463172,"gpt":0.4215369191974778,"spread":0.2700866356511606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003031482,0.0001135942,0.0002290978,0.0002785844,0.0006841779,0.000003104909,0.000173106,0.0001705246,0.0007907126],"category_scores_gemma":[0.00008023952,0.0000956923,0.00004509373,0.0003003205,0.00008141332,0.0003235785,0.0002470443,0.0002937708,0.00009424222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002160368,"about_ca_system_score_gemma":0.000150929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006979327,"about_ca_topic_score_gemma":0.5131702,"domain_scores_codex":[0.9984314,0.0002809922,0.0004144735,0.000226994,0.0001719376,0.000474168],"domain_scores_gemma":[0.9989833,0.0002249129,0.0001878476,0.0003107736,0.0001707912,0.0001223952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002042908,0.0005306227,0.962521,0.00008578382,0.00002812121,0.0005779951,0.0199365,0.000004009983,0.000003777291,0.01428927,0.001609955,0.0002087315],"study_design_scores_gemma":[0.01118242,0.002919114,0.2725095,0.0003062798,0.00005795461,0.0000462941,0.691039,0.00002532457,0.000005297464,0.00329031,0.01830294,0.0003155953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934549,0.00003272427,0.00001815829,0.0006827291,0.0003591878,0.0009516466,0.0002655386,0.00004871615,0.004186424],"genre_scores_gemma":[0.9996456,0.00001026025,0.00003673308,0.0001237925,0.0000334643,0.00001141264,0.000005430707,0.00001022819,0.0001230773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6900114,"threshold_uncertainty_score":0.9996333,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1488026512","doi":"","title":"DEVELOPING A COMMUNITY BASED MODEL TO IMPROVE LABOUR MARKET OUTCOMES FOR ABORIGINAL PEOPLE IN WINNIPEG","year":2014,"lang":"en","type":"article","venue":"Universitas Forum","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Indigenous; Population; Psychological intervention; Racism; Economic growth; Political science; Business; Public relations; Sociology; Economics; Medicine; Gender studies; Nursing","authors":[{"name":"Shauna MacKinnon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01612117572052336,"gpt":0.3032251121041189,"spread":0.2871039363835955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001092026,0.00009783301,0.0001619153,0.0001902428,0.004257181,0.00003136909,0.0003359254,0.00009303397,0.00004952953],"category_scores_gemma":[0.00001551006,0.00009469759,0.00004825334,0.0002944478,0.00004967913,0.0002071205,0.000003522335,0.0001344276,0.00001038932],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000623022,"about_ca_system_score_gemma":0.00672109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1612607,"about_ca_topic_score_gemma":0.918783,"domain_scores_codex":[0.9988197,0.000230932,0.0001270608,0.0001414427,0.000155292,0.0005255497],"domain_scores_gemma":[0.9992069,0.0002438606,0.00005818243,0.0001844026,0.0001667345,0.0001398909],"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":[0.00006641804,0.000106897,0.01684815,0.00005771782,0.000008273828,3.412187e-7,0.1785396,0.0001947804,0.000001600533,0.8027686,0.001276999,0.0001306581],"study_design_scores_gemma":[0.0008099613,0.0001118768,0.009116668,0.0000292373,0.00001385838,1.056651e-7,0.04747953,0.002642882,0.00002113038,0.009991996,0.9295171,0.0002656352],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8802681,0.000006352418,0.04072555,0.008389154,0.0005126569,0.001034065,0.00006618469,0.00007396484,0.068924],"genre_scores_gemma":[0.9777936,0.00002844414,0.01195411,0.001025148,0.00005879597,0.000003759212,0.00002131557,0.00001169922,0.009103068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9282401,"threshold_uncertainty_score":0.9989099,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1926411427","doi":"","title":"INTEGRATED REVITALIZATION PROCESSES, ANOTHER ASPECT OF THE SOCIAL AND SOLIDARITY ECONOMY IN QUEBEC: THE EXPERIENCE OF TROIS-RIVIÈRES","year":2015,"lang":"en","type":"article","venue":"Universitas Forum","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Solidarity economy; Solidarity; Social economy; Table (database); Social solidarity; Economy; Political science; Sociology; Economics; Social science; Computer science; Politics","authors":[{"name":"Jean-François Aubin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02470106666653924,"gpt":0.2709041071906551,"spread":0.2462030405241159,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002358792,0.00004525359,0.00009048016,0.00001875405,0.000239309,0.00002434493,0.0002855808,0.00004207291,0.00002714554],"category_scores_gemma":[0.0001620083,0.00002914998,0.00002561008,0.0005257371,0.000738254,0.0003376206,0.00005480892,0.00004357319,3.754259e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028755,"about_ca_system_score_gemma":0.0004023979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3198205,"about_ca_topic_score_gemma":0.5850516,"domain_scores_codex":[0.9994338,0.00008603336,0.00009303399,0.00009220368,0.0001649184,0.0001300177],"domain_scores_gemma":[0.9996259,0.00003342416,0.0001467094,0.00006032809,0.0001127126,0.00002088213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003632695,0.00005042491,0.4286882,0.00001525421,0.000008048454,6.614983e-7,0.4376122,0.00001540413,0.00004488698,0.124377,0.008098032,0.001053493],"study_design_scores_gemma":[0.0003538107,0.0000374391,0.05474413,0.00004448589,0.00001331496,1.829528e-7,0.8846878,0.00006929984,0.0002731815,0.005275119,0.05438962,0.0001115614],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705942,0.0002406473,0.0001032962,0.006139786,0.00007669711,0.0001947459,0.00001045048,0.000007460601,0.02263273],"genre_scores_gemma":[0.9992451,0.00002119935,0.00001109729,0.00007184785,0.00001921485,0.000001069465,4.280096e-7,0.000001770664,0.0006282662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4470757,"threshold_uncertainty_score":0.6847089,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1869454919","doi":"","title":"WHERE KNOWLEDGES MEET: 10 YEARS OF RESEARCH PARTNERSHIP ON SOCIAL ECONOMY","year":2010,"lang":"en","type":"article","venue":"Universitas Forum","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"General partnership; Alliance; Relevance (law); Social economy; Sociology; Public relations; Political science","authors":[{"name":"Aruc És","is_ca":false},{"name":"Rqrp És","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06686218700886688,"gpt":0.3671909460264027,"spread":0.3003287590175359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007978544,0.00005448895,0.0001025612,0.00008139225,0.0007294668,0.00004053086,0.0004710275,0.0001354344,0.002266023],"category_scores_gemma":[0.0001464473,0.00006146933,0.00007714851,0.0004561659,0.0009834926,0.0002250491,0.00007111735,0.0001992324,0.0001731775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009643439,"about_ca_system_score_gemma":0.00032812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004055697,"about_ca_topic_score_gemma":0.04186482,"domain_scores_codex":[0.9988291,0.0001092778,0.00007754659,0.0001803878,0.0003772052,0.000426532],"domain_scores_gemma":[0.9993792,0.0001737061,0.00006941439,0.0001073317,0.0001644083,0.0001059445],"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":[0.00002513689,0.00003880919,0.003048675,0.00000381956,0.000007407177,0.000003518752,0.01147821,5.421235e-7,0.00003906692,0.6379072,0.3425179,0.004929737],"study_design_scores_gemma":[0.0001596322,0.00005952693,0.003850611,0.000009271264,0.000004360936,5.474309e-8,0.06918067,0.00000294709,0.00006222324,0.007484004,0.9191041,0.00008262321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3066072,0.000064809,6.070906e-7,0.007070248,0.0001863549,0.0001015581,0.000005336185,0.00002446235,0.6859394],"genre_scores_gemma":[0.9853026,0.00002824159,0.00002256302,0.00003762641,0.0003000959,0.000001063422,6.943426e-7,0.000004666803,0.01430243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6786954,"threshold_uncertainty_score":0.998646,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1542588802","doi":"","title":"IF YOU WORK FOR A LIVING – YOU SHOULD MAKE A LIVING: THE DEBATE ON A LIVING WAGE IN MANITOBA","year":2014,"lang":"en","type":"article","venue":"Universitas Forum","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Persona; Humanities; Political science; Cartography; Geography; Art","authors":[{"name":"Lynne Fernandez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1073131988428658,"gpt":0.3301963921136202,"spread":0.2228831932707544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001739536,0.0001798423,0.000190089,0.0001184536,0.001024122,0.0001389385,0.0005703309,0.0001226199,0.0002292159],"category_scores_gemma":[0.0008550207,0.0001538676,0.0001658216,0.0003547412,0.000220687,0.0001876395,0.0002275311,0.0001782712,0.00004117598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000494759,"about_ca_system_score_gemma":0.0000657985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003504173,"about_ca_topic_score_gemma":0.02865325,"domain_scores_codex":[0.9979711,0.0003193557,0.0001899527,0.0003749443,0.0003914294,0.0007532219],"domain_scores_gemma":[0.9982014,0.001177631,0.00009630449,0.0003452628,0.00005163731,0.0001277338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001049405,0.0006093175,0.7960611,0.00006090566,0.00009138412,0.000008705141,0.09928039,0.0002028967,0.00002375096,0.0681683,0.01516334,0.02022498],"study_design_scores_gemma":[0.000653462,0.0007252952,0.1555702,0.001640975,0.0001733766,8.831215e-7,0.564518,0.0007691411,0.00001667044,0.004680958,0.2702995,0.0009515858],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.896938,0.00007540543,0.0007084621,0.007512689,0.0007379979,0.001216059,0.00001000235,0.0001504221,0.09265102],"genre_scores_gemma":[0.9967647,0.00003410476,0.00009665721,0.0005696726,0.0002011676,0.00001841814,0.000001667426,0.00001967518,0.002293907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6404909,"threshold_uncertainty_score":0.9890713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3146060705","doi":"","title":"INTEGRATED REVITALIZATION PROCESSES, ANOTHER ASPECT OF THE SOCIAL AND SOLIDARITY ECONOMY IN QUEBEC: THE EXPERIENCE OF TROIS-RIVIÃˆRES","year":2015,"lang":"en","type":"article","venue":"Universitas Forum","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Solidarity; Solidarity economy; Social economy; Social solidarity; French; Economy; Political science; Sociology; Humanities; Economics; Social science","authors":[{"name":"Jean-FranÃ§ois Aubin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02606131125791936,"gpt":0.274065891931266,"spread":0.2480045806733466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002413046,0.0000459456,0.00009155471,0.00001906955,0.0002452352,0.00002501716,0.0002903721,0.000042938,0.00002934326],"category_scores_gemma":[0.0001644936,0.00002985206,0.000025996,0.0005341478,0.0007542588,0.0003470858,0.00005549548,0.00004442384,3.859365e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00010916,"about_ca_system_score_gemma":0.0004464917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2616913,"about_ca_topic_score_gemma":0.5081697,"domain_scores_codex":[0.9994244,0.00008832139,0.00009432729,0.00009373386,0.0001669124,0.0001323055],"domain_scores_gemma":[0.9996206,0.00003345385,0.000149118,0.00006141845,0.0001141976,0.0000212767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004131791,0.00005700778,0.383068,0.00001728111,0.00000901049,7.669136e-7,0.4433987,0.00001548511,0.00005552359,0.1619747,0.01014178,0.001220347],"study_design_scores_gemma":[0.00036635,0.00003818044,0.04556813,0.00004574911,0.00001367107,1.947178e-7,0.8778214,0.00005801096,0.0002965076,0.005836821,0.06984041,0.0001145954],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644019,0.0002613684,0.0001003766,0.00627035,0.00007990104,0.0002020227,0.00001099454,0.000007852011,0.02866521],"genre_scores_gemma":[0.9992023,0.00002229621,0.00001125665,0.00007478835,0.0000191185,0.000001062637,4.495462e-7,0.000001799885,0.000666964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4344226,"threshold_uncertainty_score":0.7432252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1500623728","doi":"","title":"CO-CONSTRUCTING PUBLIC POLICY FOR THE SOCIAL AND SOLIDARITY ECONOMY","year":2012,"lang":"en","type":"article","venue":"Universitas Forum","topic":"Social Sciences and Governance","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":"Concordia University","funders":"","keywords":"Political science; Humanities; Solidarity economy; Solidarity; Politics; Art; Law","authors":[{"name":"Marguerite Mendell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03995979365618486,"gpt":0.3219076507318382,"spread":0.2819478570756533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004476319,0.00005268774,0.00006937898,0.00002845336,0.002935723,0.0001128879,0.0002086898,0.0000595143,0.00009088825],"category_scores_gemma":[0.0001159726,0.00004507675,0.00005490041,0.0001763376,0.0006242824,0.00070368,0.0000397227,0.00005770573,0.000005025277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433605,"about_ca_system_score_gemma":0.000252892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00853496,"about_ca_topic_score_gemma":0.003458819,"domain_scores_codex":[0.9992196,0.00003420704,0.00005432168,0.00009272772,0.0001048311,0.0004943241],"domain_scores_gemma":[0.9995859,0.0001450726,0.00007592565,0.00004565944,0.00003993278,0.0001075129],"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":[0.000003228856,0.000006494524,0.05234679,0.00000125598,0.0000102617,7.099329e-8,0.0129988,3.841713e-8,0.000002931696,0.9130748,0.01317623,0.008379111],"study_design_scores_gemma":[0.0001656101,0.000008567619,0.005393178,9.28164e-7,0.00001170697,5.016502e-7,0.2405126,0.000007836114,0.000007325104,0.006014117,0.747796,0.00008163019],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2895519,0.0006005526,0.00121329,0.1683441,0.0007103591,0.0005841527,0.00006537506,0.00008894971,0.5388413],"genre_scores_gemma":[0.9982271,0.00002452154,0.00009553639,0.000468681,0.000752349,0.000002038679,8.596735e-7,0.000002844424,0.0004261312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9070607,"threshold_uncertainty_score":0.9983623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1832748280","doi":"","title":"INCLUSIVE URBAN DEVELOPMENT AND POVERTY REDUCTION: LEARNING FROM INNOVATIVE PRACTICE","year":2015,"lang":"en","type":"article","venue":"Universitas Forum","topic":"Urban and Rural Development Challenges","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 Winnipeg","funders":"","keywords":"General partnership; Economic growth; Government (linguistics); Poverty; Latin Americans; Sustainable development; Political science; Poverty reduction; Scale (ratio); Geography; Development economics; Socioeconomics; Sociology; Economics","authors":[{"name":"Shauna MacKinnon","is_ca":true},{"name":"S. Swartz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02956064453764122,"gpt":0.2690077812373608,"spread":0.2394471366997196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002828109,0.00009102929,0.00009603795,0.00008488362,0.000774272,0.00004178313,0.0001148281,0.00008400811,0.000109109],"category_scores_gemma":[0.0002320543,0.00009019805,0.00001133841,0.0003229327,0.0001376419,0.0007233971,0.0001848449,0.0001611553,0.00005562471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004215174,"about_ca_system_score_gemma":0.0004964241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103225,"about_ca_topic_score_gemma":0.0002538837,"domain_scores_codex":[0.9990624,0.0001206803,0.00009417067,0.000193308,0.0003017361,0.0002277457],"domain_scores_gemma":[0.9992982,0.00006464637,0.00009437456,0.00005237123,0.0003396748,0.00015077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002145492,0.00008783229,0.005837101,0.000003619433,0.0002290908,0.00007148659,0.5884987,0.000008727652,0.00004718531,0.1103446,0.2784024,0.01625475],"study_design_scores_gemma":[0.0002351897,0.00002618948,0.0003887411,0.000009163467,0.000008382199,0.000001203803,0.3829347,0.000002107736,0.00005865598,0.0004181328,0.6158186,0.00009897355],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1599592,0.001974394,0.0003140481,0.05990658,0.001038497,0.0003448619,0.000005008435,0.0002498415,0.7762076],"genre_scores_gemma":[0.9859985,0.0001765012,0.004150741,0.0004498376,0.0001439288,0.000001132993,0.00003040888,0.000008098136,0.00904082],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8260393,"threshold_uncertainty_score":0.5955152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2150644089","doi":"","title":"A roundtable discussion on decentralization, local development and women’s empowerment","year":2012,"lang":"en","type":"article","venue":"Universitas Forum","topic":"Gender, Labor, and Family Dynamics","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":"York University","funders":"","keywords":"Decentralization; Empowerment; Latin Americans; Political science; Context (archaeology); Poverty; Public relations; Economic growth; Sociology; Geography; Law; Economics","authors":[{"name":"Rita Cassisi","is_ca":false},{"name":"Ananya Mukherjee","is_ca":true},{"name":"Bianca Pomeranzi","is_ca":false},{"name":"Gabriella Rossetti","is_ca":false},{"name":"Sarah Silliman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01218552591141914,"gpt":0.2419018532476739,"spread":0.2297163273362547,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001904438,0.00008192559,0.00007322099,0.00006200378,0.0006696444,0.00004920919,0.0000878694,0.00006331995,0.0001333658],"category_scores_gemma":[0.000008555418,0.00006503481,0.00001500442,0.000145253,0.00007195133,0.0004948264,0.00005243443,0.00004585098,0.00002264005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100566,"about_ca_system_score_gemma":0.000117619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001616005,"about_ca_topic_score_gemma":0.0003599107,"domain_scores_codex":[0.9990196,0.00004194562,0.00007454314,0.0001206974,0.0002239785,0.0005191865],"domain_scores_gemma":[0.9996088,0.00001105846,0.00003165094,0.00007219674,0.00003251499,0.0002438149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005047888,0.0001974762,0.4618797,0.00001100612,0.00004494051,0.000004786134,0.221024,0.00009900423,0.00001279535,0.3034008,0.008266587,0.005008404],"study_design_scores_gemma":[0.0003448952,0.00004227064,0.03228426,0.00001287261,0.000009631451,4.540957e-7,0.4394801,0.00003616908,0.00001648542,0.0004637162,0.527141,0.0001681339],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683838,0.0001055411,0.01509245,0.001172538,0.000468324,0.0001665557,0.000005147419,0.00005370758,0.01455188],"genre_scores_gemma":[0.9928631,0.00007139874,0.0003262767,0.0002839961,0.00002850737,0.000001939886,0.0000127882,0.00000597747,0.006406033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5188745,"threshold_uncertainty_score":0.5150431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}