{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":8,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":8,"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":"d609ecf0c50a","filters":{"venue":"Innovation The European Journal of Social Science Research"}},"results":[{"id":"W1968847500","doi":"10.1080/13511610.2015.1024637","title":"Untying the Knot? Assessing the compatibility of the American and European strategic culture under President Obama","year":2015,"lang":"en","type":"article","venue":"Innovation The European Journal of Social Science Research","topic":"International Relations and Foreign Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Normative; Political science; Elite; National security; Security studies; Security policy; Sociology; Public relations; Public administration; Politics; Law; Computer security","authors":[{"name":"Benjamin Zyla","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2873953682687919,"gpt":0.5059241473424873,"spread":0.2185287790736954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01125837,0.0001580408,0.0003257428,0.001798849,0.002037792,0.005970044,0.0004299484,0.0006296266,0.001459844],"category_scores_gemma":[0.02971549,0.0001682408,0.0001884617,0.001857373,0.005614358,0.004396338,0.003615086,0.00107956,0.0001944348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059322,"about_ca_system_score_gemma":0.001159475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00649932,"about_ca_topic_score_gemma":0.005569434,"domain_scores_codex":[0.9935256,0.003878434,0.0003758304,0.0004471779,0.00124664,0.0005262882],"domain_scores_gemma":[0.9845867,0.007609779,0.003432079,0.0008710617,0.002641738,0.0008586361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003813497,0.0001634448,0.4979303,0.0001325022,0.000148879,0.0002692685,0.3920665,0.0002835786,0.002292843,0.03272099,0.0007543998,0.07285606],"study_design_scores_gemma":[0.00001002146,0.0001589694,0.3127825,0.0002022649,0.00003713906,0.0001888006,0.6713315,0.0007530637,0.0007772167,0.006842002,0.006861969,0.00005452818],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854371,0.0001969107,0.000687913,0.0003864538,0.00002797663,0.000009360761,0.00001094371,0.000002340393,0.01324104],"genre_scores_gemma":[0.9994507,0.00008461139,0.0001719541,0.00008982098,0.000006020834,0.000007021729,0.00001348569,0.000002627449,0.0001737706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01125837,"threshold_uncertainty_score":0.05954063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412361240","doi":"10.1080/13511610.2025.2527104","title":"Why context matters: understanding transdisciplinary research through the lens of nine context factors","year":2025,"lang":"en","type":"article","venue":"Innovation The European Journal of Social Science Research","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Brock University","funders":"Bundesministerium für Bildung und Forschung","keywords":"Context (archaeology); Sociology; Lens (geology); Transdisciplinarity; Engineering ethics; Through-the-lens metering; Epistemology; Political science; Social science; Engineering; Geography; Philosophy","authors":[{"name":"Farina L. Tolksdorf","is_ca":false},{"name":"Marie Weiss","is_ca":false},{"name":"Amanda Jiménez-Aceituno","is_ca":false},{"name":"Nina Maria Frölich","is_ca":false},{"name":"Nana Adjoa B. Amoah","is_ca":false},{"name":"David P. M. Lam","is_ca":false},{"name":"Claire Grauer","is_ca":false},{"name":"Julia Baird","is_ca":true},{"name":"Corinna Ballnat","is_ca":false},{"name":"Andra‐Ioana Horcea‐Milcu","is_ca":false},{"name":"Bettina König","is_ca":false},{"name":"Rebecca Laycock Pedersen","is_ca":false},{"name":"María Máñez Costa","is_ca":false},{"name":"David Manuel‐Navarrete","is_ca":false},{"name":"Dominic A. Martin","is_ca":false},{"name":"Bridget McGlynn","is_ca":true},{"name":"Marion Mehring","is_ca":false},{"name":"Susanne Mühlthaler","is_ca":false},{"name":"Flurina Schneider","is_ca":false},{"name":"Mandy Singer‐Brodowski","is_ca":false},{"name":"Luciano Villalba","is_ca":false},{"name":"Annika Weiser","is_ca":false},{"name":"Daniel J. Lang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2820054168403672,"gpt":0.4272612976956808,"spread":0.1452558808553136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02384133,0.001745406,0.001174575,0.008687509,0.01104618,0.02210607,0.00225654,0.004095772,0.003165422],"category_scores_gemma":[0.02420294,0.0009996921,0.00104362,0.007429455,0.05363301,0.03017293,0.01493349,0.005828287,0.0003443589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01055408,"about_ca_system_score_gemma":0.01015291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007154391,"about_ca_topic_score_gemma":0.01001115,"domain_scores_codex":[0.9673931,0.02756375,0.0008929559,0.001677466,0.00158443,0.0008882916],"domain_scores_gemma":[0.9655972,0.02811617,0.001945707,0.001878516,0.00134003,0.001122449],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003691405,0.00002887123,0.003569484,0.0008108508,0.00004937987,0.001033768,0.3939144,0.0005492537,0.0009008083,0.5748185,0.001045955,0.02324186],"study_design_scores_gemma":[0.00002137441,0.00004076992,0.002748168,0.002184339,0.00007215006,0.0007985526,0.3398851,0.001176798,0.0005679931,0.540087,0.1123727,0.00004504064],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1820025,0.04045155,0.4427135,0.08146056,0.001389958,0.0008920272,0.0003809225,0.0002144331,0.2504945],"genre_scores_gemma":[0.9133278,0.008714394,0.07150925,0.002553195,0.0002011086,0.0006355108,0.0001114658,0.0001275803,0.002819685],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9761587,"threshold_uncertainty_score":0.1260865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4389948554","doi":"10.1080/13511610.2023.2289828","title":"A cross-national investigation into the effects of religion on national innovation","year":2023,"lang":"en","type":"article","venue":"Innovation The European Journal of Social Science Research","topic":"Culture, Economy, and Development Studies","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":"Université Laval","funders":"","keywords":"Fractionalization; Religiosity; Communism; Buddhism; Diversity (politics); Socioeconomic status; Political science; National heritage; Protestantism; Development economics; Sociology; Social science; Economic growth; Ethnic group; Geography; Economics; Law; Anthropology; Demography","authors":[{"name":"Said Toumi","is_ca":true},{"name":"Zhan Su","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1465204765762849,"gpt":0.4538050803350989,"spread":0.3072846037588141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002419449,0.0001429325,0.0003576633,0.001367743,0.0005798239,0.0007810296,0.0002332537,0.0001989982,0.002804331],"category_scores_gemma":[0.006479884,0.0001078151,0.0006385512,0.002114252,0.0004824819,0.0007410909,0.001499836,0.0004603928,0.0002469229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003099284,"about_ca_system_score_gemma":0.0004449287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005772144,"about_ca_topic_score_gemma":0.01197581,"domain_scores_codex":[0.9985342,0.0006737396,0.0001108014,0.0002508278,0.0002162582,0.0002141088],"domain_scores_gemma":[0.9857075,0.007529314,0.00359082,0.001245207,0.001176962,0.0007502846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003435378,0.00003660368,0.9922982,0.00002566722,0.0001831593,0.00006164339,0.0005659155,0.0001154113,0.000239595,0.0003171304,0.00006393171,0.006058503],"study_design_scores_gemma":[0.000001065627,0.00003954172,0.9983742,0.00001346746,0.00004842646,0.00004534207,0.0008350021,0.0001177099,0.0001020724,0.00004799021,0.0003721306,0.000003047017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974655,0.0002239704,0.0002141311,0.000037321,0.000005148027,0.000003627139,0.0002056339,0.000001583175,0.001843208],"genre_scores_gemma":[0.9992259,0.0001096279,0.0001709801,0.00001423695,0.000003599726,0.00000559614,0.0003115886,0.000001302544,0.000157211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005772144,"threshold_uncertainty_score":0.01279545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3098642220","doi":"10.1080/13511610.2020.1822154","title":"Place and community responses to opportunity: a example from nanoscience innovation","year":2020,"lang":"en","type":"article","venue":"Innovation The European Journal of Social Science Research","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Killam Trusts","keywords":"Deliberation; Solidarity; Commons; Interdependence; Citizen journalism; Articulation (sociology); Political science; Public relations; Sociology; Social science; Politics","authors":[{"name":"Rob Shields","is_ca":true},{"name":"Kevin Jones","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3116013139852907,"gpt":0.3775645724729886,"spread":0.06596325848769796,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004581832,0.0005206227,0.0005363446,0.003135146,0.03824414,0.009227108,0.001974704,0.004397307,0.006594756],"category_scores_gemma":[0.005261406,0.000350586,0.0006432002,0.002637119,0.02743799,0.004975797,0.01762807,0.003564988,0.0004985841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009891985,"about_ca_system_score_gemma":0.008522493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07094398,"about_ca_topic_score_gemma":0.1582243,"domain_scores_codex":[0.9943539,0.003288416,0.00006493081,0.0003655461,0.0006670662,0.001260088],"domain_scores_gemma":[0.9941081,0.003312778,0.0002860137,0.0003539546,0.0005094336,0.001429785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006139567,0.00006089842,0.002154117,0.00007975122,0.000009200189,0.003766566,0.8989748,0.0001737137,0.0008689995,0.07961507,0.002687842,0.01154762],"study_design_scores_gemma":[0.0000247361,0.00005382131,0.002801551,0.0001158132,0.00001346303,0.000678094,0.8322243,0.0004061578,0.0004908884,0.02015196,0.142999,0.00004028136],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7287237,0.0008928946,0.008448913,0.0187703,0.0003336493,0.0001895262,0.0001046989,0.00007442509,0.2424619],"genre_scores_gemma":[0.9856666,0.0002445397,0.001582796,0.0006020396,0.00002997487,0.00004490189,0.00002260489,0.00003014401,0.01177633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07094398,"threshold_uncertainty_score":0.1410621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401634972","doi":"10.1080/13511610.2024.2382824","title":"Antecedents and processes leading to open innovation in SMEs","year":2024,"lang":"en","type":"article","venue":"Innovation The European Journal of Social Science Research","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); China; Multidisciplinary approach; Business; Economic geography; Regional science; Political science; Knowledge management; Geography; Sociology; Social science","authors":[{"name":"Anil Kumar Mishra","is_ca":false},{"name":"Shivendra Kumar Pandey","is_ca":false},{"name":"Ankur Jain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1474922998195041,"gpt":0.4261947614950019,"spread":0.2787024616754978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006781676,0.0003514656,0.0004770276,0.005676727,0.002332415,0.006498165,0.0006234581,0.001747422,0.007164091],"category_scores_gemma":[0.04488175,0.0003770072,0.001181734,0.004918627,0.003672221,0.005181313,0.004886938,0.001657816,0.0004296573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002573457,"about_ca_system_score_gemma":0.006515613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003897591,"about_ca_topic_score_gemma":0.003977552,"domain_scores_codex":[0.9936293,0.002810786,0.0009320267,0.0006497981,0.001209265,0.0007687538],"domain_scores_gemma":[0.9241621,0.05466704,0.01135177,0.001593201,0.003126309,0.005099567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002346397,0.001208449,0.7637575,0.003369385,0.0002678726,0.004321036,0.05561057,0.003817627,0.001446703,0.09058107,0.001388029,0.07399703],"study_design_scores_gemma":[0.00007805922,0.000430511,0.7711371,0.004138392,0.0004082167,0.001897306,0.08983294,0.005275424,0.001450197,0.1079339,0.01729525,0.0001227956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9467318,0.006347176,0.003999069,0.00535979,0.00008972968,0.0003012149,0.0001418047,0.00004870736,0.03698074],"genre_scores_gemma":[0.9956144,0.002637808,0.001073625,0.0001069538,0.00002762931,0.00005919659,0.00005344795,0.000004941338,0.0004219105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007164091,"threshold_uncertainty_score":0.03586537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965427795","doi":"10.1080/13511610220128287","title":"Territorial Modernity and Public Space: Lessons from the Politics of Water Conflict Along the US/Canadian Border","year":2002,"lang":"en","type":"article","venue":"Innovation The European Journal of Social Science Research","topic":"Political Science Research and Education","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":"University of California, Santa Cruz","keywords":"Politics; Modernity; Political science; Space (punctuation); Political economy; Sociology; Environmental ethics; Law; Computer science","authors":[{"name":"Jameson W. Doig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2029913275512308,"gpt":0.4479002640404521,"spread":0.2449089364892214,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00164409,0.00023068,0.0004148655,0.001253872,0.0247133,0.01092209,0.001310383,0.002645333,0.009545671],"category_scores_gemma":[0.004053566,0.0002384066,0.0002969486,0.002890739,0.03124774,0.004040656,0.003893322,0.00319387,0.0002196487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07503324,"about_ca_system_score_gemma":0.04685215,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9648566,"about_ca_topic_score_gemma":0.9845741,"domain_scores_codex":[0.998239,0.0003700033,0.00001821329,0.0001200818,0.0003390119,0.0009136183],"domain_scores_gemma":[0.9979194,0.0007692148,0.0001511155,0.00009243654,0.000538266,0.0005296301],"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":[0.00002622519,0.00001385787,0.003546833,0.00003226996,0.00001197032,0.000221277,0.04084814,0.0008369381,0.0001036423,0.9349762,0.0100588,0.00932392],"study_design_scores_gemma":[0.00004258503,0.00002559256,0.03575758,0.0003601025,0.00006295371,0.0001957192,0.3280428,0.001878352,0.0002356422,0.2262065,0.4071014,0.00009076129],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2015731,0.005474202,0.001459977,0.06117586,0.000133274,0.00002193952,0.0001080846,0.00001404626,0.7300396],"genre_scores_gemma":[0.9888356,0.001389608,0.0001725552,0.0009132395,0.0000249667,0.000005667824,0.00001707746,0.00001049802,0.008630684],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07503324,"threshold_uncertainty_score":0.5444068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7108217046","doi":"10.1080/13511610.2025.2591074","title":"Misaligned expectations in public sector innovation: differences between citizens and public servants","year":2025,"lang":"en","type":"article","venue":"Innovation The European Journal of Social Science Research","topic":"Public Policy and Administration Research","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":"Carleton University","funders":"","keywords":"Public sector; New public management; Civil servants; Government (linguistics); Public spending","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2786576629119888,"gpt":0.4769409710206512,"spread":0.1982833081086624,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009395199,0.0001445212,0.0002628361,0.0009053012,0.001033119,0.004287262,0.0003119846,0.001074497,0.00267337],"category_scores_gemma":[0.03016521,0.0001949252,0.0004242257,0.0007529089,0.002790822,0.00263491,0.002369567,0.001229426,0.0004678832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001561918,"about_ca_system_score_gemma":0.001272116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307285,"about_ca_topic_score_gemma":0.002206767,"domain_scores_codex":[0.9937187,0.002927948,0.0003867884,0.0003986584,0.001613444,0.0009544844],"domain_scores_gemma":[0.9728386,0.01554381,0.005217673,0.00112723,0.002436268,0.002836537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004588649,0.0003466779,0.7751067,0.0001053406,0.0000546722,0.0003630069,0.1866726,0.0005515108,0.002510948,0.007754245,0.0006257263,0.02544967],"study_design_scores_gemma":[0.00003721959,0.0004664682,0.683961,0.0001700452,0.00003708255,0.0004228379,0.2943003,0.003034644,0.001104736,0.009488113,0.006891945,0.00008557759],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961665,0.00003970419,0.0005046758,0.0003239911,0.000004100509,0.000007574022,0.0000120482,0.000003689777,0.002937808],"genre_scores_gemma":[0.9997398,0.0000153879,0.00005117329,0.00004825121,0.000001626203,0.000004845888,0.00001328234,0.000001801195,0.000123677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009395199,"threshold_uncertainty_score":0.04968715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408541355","doi":"10.1080/13511610.2025.2477609","title":"Conceptualizing E-Persona through self-branding strategies on Fiverr","year":2025,"lang":"en","type":"article","venue":"Innovation The European Journal of Social Science Research","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Persona; Business; Sociology; Internet privacy; Advertising; Computer science; Art; Humanities","authors":[{"name":"Ghazala Kausar","is_ca":false},{"name":"Pascale Caïdor","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1327532056702699,"gpt":0.4296267805778994,"spread":0.2968735749076296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002288182,0.0004819691,0.0001610624,0.002035468,0.00286912,0.006045636,0.0008982804,0.001731985,0.006559823],"category_scores_gemma":[0.001974581,0.0001697118,0.0003246416,0.0009563421,0.01393957,0.007909013,0.003568501,0.001438154,0.0007073797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002957461,"about_ca_system_score_gemma":0.001002816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003072541,"about_ca_topic_score_gemma":0.002435803,"domain_scores_codex":[0.9976375,0.001436533,0.00008062188,0.0002404903,0.0003207288,0.000284059],"domain_scores_gemma":[0.9984657,0.0006636049,0.0002966886,0.000159446,0.0002176257,0.0001970391],"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":[0.00006069686,0.0001243271,0.01138603,0.0001603548,0.00001153902,0.001184778,0.2701641,0.0004336027,0.001784769,0.6781036,0.000770836,0.03581527],"study_design_scores_gemma":[0.00002140756,0.0002860145,0.0233083,0.0006956256,0.00003950717,0.001805649,0.6598884,0.004267708,0.001668586,0.1491214,0.158799,0.00009838225],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6618432,0.001383726,0.02692977,0.004313492,0.00007555725,0.0001582266,0.00005627826,0.00005110777,0.3051886],"genre_scores_gemma":[0.99368,0.0002059543,0.001962485,0.000176458,0.000008695481,0.00002558902,0.00001310448,0.000007612477,0.003920119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006559823,"threshold_uncertainty_score":0.02194476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}