{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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":"d739df88cf7b","filters":{"venue":"Journal of Strategic Innovation and Sustainability"}},"results":[{"id":"W4310281902","doi":"10.33423/jsis.v17i3.5637","title":"On the Existential Basis of Self-Sovereign Identity and Soulbound Tokens: An Examination of the “Self” in the Age of Web3","year":2022,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Death Anxiety and Social Exclusion","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Identity (music); Security token; Internet privacy; Sovereignty; Existentialism; Computer science; Self; Computer security; Social psychology; Sociology; Psychology; Business; Political science; Law; Politics; Aesthetics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04394754347204727,"gpt":0.3253433331154663,"spread":0.281395789643419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005441853,0.00007541487,0.0001877508,0.000122137,0.0002426595,0.0000258085,0.000227437,0.00006357676,0.000105934],"category_scores_gemma":[0.0002289025,0.00004401832,0.00006156789,0.0008082748,0.0001939908,0.0001808322,0.00006100355,0.000358695,2.922445e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009907664,"about_ca_system_score_gemma":0.0002065881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001181823,"about_ca_topic_score_gemma":0.00002962618,"domain_scores_codex":[0.9975843,0.001137187,0.0006410797,0.0001011017,0.00043629,0.0001000593],"domain_scores_gemma":[0.9981301,0.000214214,0.0006819885,0.0001957445,0.0007667348,0.00001124432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000217781,0.00056796,0.006672173,0.0000974807,0.00003192544,0.000005144027,0.02209675,0.00002316806,0.000178956,0.9687483,0.00002938814,0.00133092],"study_design_scores_gemma":[0.0006509619,0.0005413995,0.5646024,0.000008296618,0.00002809198,0.00001653577,0.1414556,0.0000511829,0.00003717035,0.2924595,0.0001046084,0.00004423609],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924788,0.000040621,0.00002701494,0.0008801038,0.0001399832,0.0003040501,0.000007863311,0.000002168963,0.006119392],"genre_scores_gemma":[0.9996952,0.00001226215,0.00001180884,0.0002034973,0.00002898078,0.000005459481,0.000002252157,0.000003219955,0.00003734856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6762888,"threshold_uncertainty_score":0.1886048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362466051","doi":"10.33423/jsis.v18i1.5949","title":"Net-Positive Energy Buildings: Empirical Insights Towards Achieving the SDGs","year":2023,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Environmental economics; Energy consumption; Electricity; Zero-energy building; Consumption (sociology); Sustainable development; Efficient energy use; Architectural engineering; Business; Environmental resource management; Production (economics); Energy (signal processing); Natural resource economics; Engineering; Environmental science; Economics; Political science","authors":[{"name":"Monika Mikhail","is_ca":true},{"name":"David Mather","is_ca":true},{"name":"Paul Parker","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02373851229505345,"gpt":0.2693256192594169,"spread":0.2455871069643634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005646324,0.00010817,0.0001485725,0.0002445796,0.0001546851,0.00008271719,0.000106189,0.00008967691,0.000007036283],"category_scores_gemma":[0.00008144224,0.00007418959,0.00003901026,0.001422062,0.00006588965,0.0002554661,0.00002639306,0.0002429869,1.256523e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001328428,"about_ca_system_score_gemma":0.000145132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001154444,"about_ca_topic_score_gemma":0.000002857497,"domain_scores_codex":[0.9990973,0.00005317463,0.0004229475,0.0000885879,0.0001822398,0.0001556731],"domain_scores_gemma":[0.999038,0.00006490196,0.0001156331,0.00009722345,0.0006516477,0.00003255983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006980141,0.0000471705,0.001287357,0.0001206217,0.0001035993,0.00003432052,0.001641863,0.5336027,0.0005968859,0.4425434,0.001207651,0.01874465],"study_design_scores_gemma":[0.001498567,0.0005480372,0.05123118,0.0001264325,0.00008497257,0.0001972689,0.01775968,0.4501848,0.002908068,0.4554675,0.01925172,0.000741797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737234,0.0001291731,0.02289237,0.001437003,0.0002200523,0.00005272036,7.38121e-7,0.00006262917,0.001481914],"genre_scores_gemma":[0.9993782,0.0001011875,0.0001418372,0.0001689629,0.0001271763,0.00000361049,0.000005904376,0.00001024704,0.00006288655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08341788,"threshold_uncertainty_score":0.3025363,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233122393","doi":"10.33423/jsis.v15i5.3584","title":"From Play to Creative Extrapolation: Fostering Emergent Computational Thinking in the Makerspace","year":2020,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":2,"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":"Computational thinking; Curriculum; Extrapolation; Mathematics education; Creative thinking; Computer science; Pedagogy; Psychology; Creativity; Mathematics","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.07127135653757416,"gpt":0.3256144702399568,"spread":0.2543431137023827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00152621,0.00008037512,0.0001254122,0.0001212838,0.0001741453,0.0002703929,0.00027057,0.00003243293,0.000005732169],"category_scores_gemma":[0.0003038494,0.00005910894,0.00002600315,0.0009236613,0.00002383055,0.0003495779,0.00007140437,0.0003624688,3.216803e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008034647,"about_ca_system_score_gemma":0.0001792994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005550887,"about_ca_topic_score_gemma":0.000002545002,"domain_scores_codex":[0.998793,0.0002234676,0.0004071531,0.0001534411,0.0003034615,0.0001194653],"domain_scores_gemma":[0.9990181,0.0001429116,0.0002336508,0.00008467251,0.0004772552,0.00004346352],"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":[0.0001447666,0.0001370428,0.01605817,0.00007403296,0.00004224539,0.00008618732,0.3048604,0.07755344,0.00008695268,0.4856931,0.0002392614,0.1150244],"study_design_scores_gemma":[0.001588458,0.001083089,0.2093616,0.0001026582,0.00001568369,0.00006626044,0.1755565,0.08541348,0.00002497317,0.5191071,0.007276942,0.0004033732],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.536869,0.00002704108,0.42704,0.03579541,0.00005002846,0.00009886028,3.421337e-7,0.00001157839,0.0001077095],"genre_scores_gemma":[0.9716778,6.164458e-7,0.02725805,0.0009528578,0.0001009831,0.000001827817,0.000001528518,0.000002387923,0.000003994209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4348088,"threshold_uncertainty_score":0.2607405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965198464","doi":"10.33423/jsis.v14i3.2107","title":"Material Engagement Theory and Sustainability: The materiality of social change","year":2019,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"Queen's University; Concordia University","keywords":"Materiality (auditing); Sustainability; Social sustainability; Sociology; Field (mathematics); Environmental ethics; Epistemology; Sustainable development; Engineering ethics; Aesthetics; Political science; Ecology; Engineering; Art; Philosophy","authors":[{"name":"Peter A. Graham","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1106384244178253,"gpt":0.2921478313400647,"spread":0.1815094069222394,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003930427,0.000108875,0.0002186452,0.00009482007,0.0002420172,0.0002355702,0.0001007728,0.00004295185,0.0008332003],"category_scores_gemma":[0.0001146587,0.00006736253,0.00003932358,0.0001107314,0.000296931,0.0005391918,0.00007828412,0.0001379852,2.771475e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008449671,"about_ca_system_score_gemma":0.00007499256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000116117,"about_ca_topic_score_gemma":0.00001850201,"domain_scores_codex":[0.9986081,0.0003801901,0.0005689827,0.000110453,0.0001986501,0.0001336662],"domain_scores_gemma":[0.9976763,0.00007504562,0.0004392737,0.0001053374,0.00168903,0.00001505578],"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":[0.0004541723,0.00004747089,0.002226522,0.0007438071,0.00003168293,0.00000114862,0.02722972,5.537323e-7,0.00008287744,0.9670054,0.00008365208,0.002093043],"study_design_scores_gemma":[0.0006936963,0.0003404258,0.0431928,0.00001527707,0.00004833954,0.000002690369,0.2238829,0.00002434901,0.00007692542,0.7007682,0.0308141,0.0001402675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922842,0.000030498,0.00001157679,0.0030828,0.0003455945,0.0005618655,0.00001016948,0.0000076786,0.00366555],"genre_scores_gemma":[0.9985623,0.000007769155,0.000004973067,0.0001559554,0.0003849783,0.000008543601,0.000009270127,0.000004835095,0.0008614254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2662371,"threshold_uncertainty_score":0.9122959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4231010188","doi":"10.33423/jsis.v15i1.2734","title":"The Analysis of the Conversion of New and Old Kinetic Energy in Third-tier Cities from the Perspective of New Taxes: Taking City A as an Example","year":2020,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","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":"Incentive; Tax incentive; Energy tax; Perspective (graphical); Business; Government (linguistics); Tax reform; Service (business); Public economics; China; Economics; Value-added tax; Value (mathematics); Quarter (Canadian coin); Industrial organization; Market economy; Economy","authors":[{"name":"Wang Qiaowan","is_ca":false},{"name":"A. Niu","is_ca":false},{"name":"Guangwei Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05780097920379006,"gpt":0.2448812107674218,"spread":0.1870802315636317,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009287327,0.00009501204,0.0004029715,0.0001638346,0.00006735987,0.00003428429,0.0002053649,0.00006313338,0.00006476852],"category_scores_gemma":[0.0003529521,0.00006404259,0.00008723707,0.0008225016,0.0002506968,0.0001900587,0.00006107755,0.0001614141,4.119573e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582241,"about_ca_system_score_gemma":0.0001746037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02283491,"about_ca_topic_score_gemma":0.0004553733,"domain_scores_codex":[0.9986235,0.00007033253,0.0009558127,0.0001812801,0.00006648136,0.0001025764],"domain_scores_gemma":[0.9976512,0.0001663365,0.001743928,0.0002146294,0.0001847522,0.00003922166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001118347,0.00003755702,0.3331849,0.00002010025,0.0002038227,4.068393e-7,0.007173712,0.00110917,0.00007390715,0.6577791,0.00002732821,0.0002781405],"study_design_scores_gemma":[0.000537287,0.0001353712,0.585602,0.0000075627,0.00004821891,6.360317e-7,0.04106686,0.002073565,0.0002772594,0.3699351,0.0002536048,0.00006248253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955999,0.0004889781,0.0005266073,0.002635651,0.00003549924,0.00008462297,0.00001734685,0.000001098257,0.0006103194],"genre_scores_gemma":[0.9994577,0.0001680272,0.0000502719,0.000207066,0.00003695497,7.404583e-7,0.00000172598,0.000004381284,0.00007317519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.287844,"threshold_uncertainty_score":0.9836721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3091300161","doi":"10.33423/jsis.v15i4.2963","title":"Web 2.0 – Based Agricultural Knowledge and Information Systems (AKIS 2.0)","year":2020,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Knowledge Management and Sharing","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":"University of Regina","funders":"","keywords":"Knowledge management; Knowledge sharing; Business; Agriculture; Species richness; Information sharing; Computer science; World Wide Web; Geography","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03682111074654583,"gpt":0.2971049649924902,"spread":0.2602838542459444,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001401808,0.00007140551,0.0001444613,0.0001421124,0.0002469505,0.000297297,0.00007749256,0.00005998018,0.00001362911],"category_scores_gemma":[0.000461275,0.00005507657,0.00002308097,0.0008072337,0.0001016079,0.001280249,0.00002335271,0.0001470428,0.000001103903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159987,"about_ca_system_score_gemma":0.0003942547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002779717,"about_ca_topic_score_gemma":0.00001099402,"domain_scores_codex":[0.9990411,0.0001212301,0.0004521193,0.00006858607,0.000189559,0.0001274543],"domain_scores_gemma":[0.9977031,0.00004985877,0.0002782999,0.00003412088,0.001857485,0.00007715402],"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":[0.00005487941,0.00003763135,0.01716939,0.0005696724,0.0000200925,0.000002890954,0.011851,0.0000762928,0.00004359785,0.9639204,0.0008888736,0.005365356],"study_design_scores_gemma":[0.003668391,0.00061633,0.1124158,0.0001105043,0.00009204698,0.00000806181,0.5287191,0.01907308,0.00002937194,0.01697085,0.317738,0.0005584157],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415155,0.0002261044,0.0004195322,0.005328617,0.0001652181,0.0002470295,0.000001144785,0.00002151817,0.05207533],"genre_scores_gemma":[0.9995321,0.00002596357,0.00003486593,0.0001266098,0.0001848155,0.000002008295,0.000002550081,0.000001563344,0.00008949946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9469495,"threshold_uncertainty_score":0.2866842,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4249976414","doi":"10.33423/jsis.v15i1.2736","title":"The Problem of Congestion Unreliability Cost: The Certain Error of a Mean and the Measure of Travel Time Utility Gains from Public Works","year":2020,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Transportation Planning and Optimization","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":"Université de Montréal","funders":"","keywords":"TRIPS architecture; Duration (music); Measure (data warehouse); Transport engineering; Travel time; Public transport; Traffic congestion; Service (business); Computer science; Statistics; Operations research; Econometrics; Economics; Mathematics; Engineering; Business; Marketing","authors":[{"name":"Marc Gaudry","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.066631428423485,"gpt":0.3070500135423872,"spread":0.2404185851189022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007138214,0.00008745942,0.0002739048,0.00004477472,0.000336043,0.00006470792,0.0001818566,0.0001004094,0.00001819338],"category_scores_gemma":[0.0014739,0.00004602062,0.00006045692,0.0008541544,0.001482439,0.0002366662,0.00001033768,0.0002832538,2.769114e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004852975,"about_ca_system_score_gemma":0.000855693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004853117,"about_ca_topic_score_gemma":0.0002351515,"domain_scores_codex":[0.9975137,0.0008421336,0.0009411796,0.000120287,0.0004566617,0.0001260901],"domain_scores_gemma":[0.9943863,0.0008481331,0.00104078,0.0001221527,0.003553121,0.00004950123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.004226822,0.0003881349,0.1229244,0.0004660876,0.0002515887,0.000001682339,0.148883,0.004846488,0.0002821688,0.6866285,0.0001616715,0.03093948],"study_design_scores_gemma":[0.003502347,0.0003452393,0.4316356,0.0001165496,0.0001645044,0.00000173381,0.3456329,0.01541682,0.0001324169,0.2023241,0.0005470237,0.0001808539],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645112,0.0002059904,0.002828613,0.03095127,0.00002929325,0.0006423232,0.00001906411,0.000005894312,0.000806384],"genre_scores_gemma":[0.9996651,0.00005902781,0.0001550754,0.00006482635,0.00002903845,0.000004331175,0.000006799093,0.000003019177,0.00001272045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4843044,"threshold_uncertainty_score":0.5462108,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243914948","doi":"10.33423/jsis.v15i1.2727","title":"Where in America Are the Tech Firms Going and Why: An Exploratory Analysis of Site Selection Trends in the Information Technology Sector Based on Incentive Packages from 1980 to 2018","year":2020,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Spatial and Panel Data Analysis","field":"Economics, Econometrics and Finance","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":"Subsidy; Relocation; Liberian dollar; Incentive; Business; Exploratory analysis; Industrial organization; Economics; Finance; Computer science; Data science","authors":[{"name":"Nikolay Anguelov","is_ca":false},{"name":"Brenna Jewitt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03665317710004862,"gpt":0.2511324585071309,"spread":0.2144792814070823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007792979,0.00007975999,0.0003021564,0.001379026,0.00005615208,0.00006853159,0.0001065424,0.00006504687,0.00002889783],"category_scores_gemma":[0.0002058056,0.00005659277,0.00003530055,0.006115721,0.00005733706,0.000456936,0.00001550024,0.0002203309,4.258361e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001029698,"about_ca_system_score_gemma":0.00003736482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006174999,"about_ca_topic_score_gemma":0.0009627799,"domain_scores_codex":[0.9989744,0.00007310372,0.0006749483,0.0001276368,0.00006232553,0.00008757226],"domain_scores_gemma":[0.9988926,0.00006164338,0.0006566892,0.0001153294,0.000253297,0.00002046138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001585956,0.00007114357,0.9803359,0.00003119165,0.00006452123,0.000001649643,0.004802751,0.004963764,0.00002524193,0.005526496,0.00004424118,0.003974492],"study_design_scores_gemma":[0.0004806899,0.0004694511,0.8374885,0.00001598931,0.00004799282,3.686903e-7,0.05588598,0.09492575,0.00002489063,0.009843796,0.0007033008,0.0001132543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870764,0.00005837813,0.004512347,0.00810225,0.00001283561,0.0000903725,0.00008089557,0.000003274182,0.00006322581],"genre_scores_gemma":[0.9990463,0.00002753074,0.00008904014,0.0007713286,0.00001773025,0.000005360768,0.00003985214,0.000002037988,8.163612e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428474,"threshold_uncertainty_score":0.2938401,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390509604","doi":"10.33423/jsis.v18i3.6653","title":"Privacy Considerations of Location Tracking in Social Welfare Applications","year":2023,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","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":"Welfare; Social distance; Internet privacy; Tracking (education); Pandemic; Equity (law); Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Social Welfare; Economic growth; Business; Computer security; Development economics; Political science; Computer science; Geography; Economics; Sociology; Medicine; Law; Infectious disease (medical specialty)","authors":[{"name":"Larry J. Copeland","is_ca":false},{"name":"Ashley L. Jones","is_ca":false},{"name":"Prakash Laxman Kharvi","is_ca":false},{"name":"Forrest Moskwa","is_ca":false},{"name":"Donna M. Schaeffer","is_ca":false},{"name":"Dalal Al-Arayed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06795725487000646,"gpt":0.3514512031468326,"spread":0.2834939482768261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001178673,0.00007307818,0.0001675866,0.0006061831,0.0001555015,0.0001382352,0.0001503338,0.00005343034,0.00000386093],"category_scores_gemma":[0.0005156404,0.00007256832,0.0000295473,0.002891477,0.00005654859,0.0009568932,0.00004982047,0.0001763294,2.444297e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002017153,"about_ca_system_score_gemma":0.0008359154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001098158,"about_ca_topic_score_gemma":0.000007202045,"domain_scores_codex":[0.9987008,0.00006178487,0.0007584869,0.0001361763,0.000212925,0.0001298004],"domain_scores_gemma":[0.9968796,0.0001608349,0.0004047471,0.0001371615,0.002394902,0.00002269237],"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":[0.000009142476,0.00006355008,0.003614157,0.0002174487,0.000005734287,0.000006860637,0.001367788,0.0005486177,0.0002518127,0.9883547,0.00001477467,0.005545353],"study_design_scores_gemma":[0.0005553739,0.00008341701,0.2335391,0.00002468617,0.000004959888,0.00001835322,0.00516911,0.004875318,0.0002496361,0.754983,0.0003811144,0.0001159471],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8660304,0.00002754053,0.1131409,0.02001586,0.00004987308,0.0003361598,0.000001759821,0.0000372715,0.0003602497],"genre_scores_gemma":[0.9993342,0.000001903476,0.0005060151,0.0001033075,0.00003201899,0.000009360508,0.000002375059,0.000003069246,0.000007804336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2333717,"threshold_uncertainty_score":0.295925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4410979155","doi":"10.33423/jsis.v20i2.7655","title":"Case Study &amp; Lessons Learned: Creation and Pilot of a Regional Small Business Accelerator and Cybersecurity Assessment Program","year":2025,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Information and Cyber Security","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":"PricewaterhouseCoopers (Canada); Innovation Cluster (Canada)","funders":"","keywords":"Business; Engineering management; Computer security; Computer science; Engineering","authors":[{"name":"Stan Mierzwa","is_ca":false},{"name":"Randal D. Pinkett","is_ca":true},{"name":"Willie Mae Veasy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1069095747178433,"gpt":0.3867938841606728,"spread":0.2798843094428294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001725386,0.0001238879,0.0002428292,0.0003627882,0.0002066154,0.0002921663,0.0001235712,0.0000584038,0.000004031579],"category_scores_gemma":[0.0001104777,0.0001048842,0.00001977172,0.001195157,0.0001468644,0.0007474872,0.0001052199,0.0002528883,3.087593e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008804514,"about_ca_system_score_gemma":0.0008389151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002426228,"about_ca_topic_score_gemma":0.0001098756,"domain_scores_codex":[0.9985862,0.000151302,0.0007285277,0.0001837509,0.0002170769,0.0001330998],"domain_scores_gemma":[0.9957316,0.0000718506,0.0004883753,0.0001859323,0.003471418,0.00005082949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009875067,0.001278633,0.02529821,0.0003646432,0.00006011189,0.00008202941,0.006599218,0.00001227427,0.00002172788,0.9106609,0.00004322242,0.05548023],"study_design_scores_gemma":[0.005292885,0.002161244,0.6245649,0.00009614859,0.00009041766,0.001900672,0.125662,0.005455641,0.0000294627,0.232847,0.001468096,0.0004315661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810253,0.00004302789,0.01437888,0.003109226,0.00007490616,0.000492506,0.000001236945,0.0000177516,0.0008571814],"genre_scores_gemma":[0.9966413,0.00001993531,0.003167195,0.0001068299,0.00001314349,0.00001292949,0.000001942137,0.000002027942,0.00003470097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.677814,"threshold_uncertainty_score":0.4277054,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392813715","doi":"10.33423/jsis.v19i1.6866","title":"Decision Making in an Academic Department of Medicine: The Role of a Management Control System","year":2024,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St Joseph's Health Care; London Health Sciences Centre; Western University","funders":"","keywords":"Balanced scorecard; Control (management); Revenue; Academic medicine; Return on investment; Operations management; Business; Ambulatory; Management control system; Investment (military); Medical education; Medicine; Process management; Accounting; Political science; Management; Engineering; Economics; Surgery","authors":[{"name":"James E. Calvin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06954416383569907,"gpt":0.4406109796980024,"spread":0.3710668158623034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00767789,0.00007071587,0.0003086537,0.0004447447,0.00002547422,0.00000850071,0.00007437594,0.00007671452,0.00001341217],"category_scores_gemma":[0.002678033,0.00003730213,0.00002820269,0.0008510157,0.0001716104,0.0001094963,0.00001436899,0.0004739915,8.593802e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004124189,"about_ca_system_score_gemma":0.001881366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001510918,"about_ca_topic_score_gemma":0.000002423651,"domain_scores_codex":[0.9978169,0.00014634,0.001066634,0.00009499637,0.0006472692,0.0002278414],"domain_scores_gemma":[0.9980555,0.0003152758,0.0002333342,0.0001200191,0.001042726,0.0002331064],"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":[0.003995562,0.0002755518,0.03477868,0.01169716,0.0001135421,0.0003832771,0.002044252,0.0000650014,0.0009252924,0.5029358,0.0003145136,0.4424714],"study_design_scores_gemma":[0.01366098,0.009432621,0.3304473,0.01447452,0.0003219173,0.0006856816,0.222026,0.02654319,0.0003897558,0.373847,0.007941947,0.0002290435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889318,0.001488023,0.001442091,0.006505306,0.00007613626,0.0006145953,0.000001941538,0.000004522034,0.0009355521],"genre_scores_gemma":[0.9994075,0.0001191972,0.00008443665,0.0002910899,0.00008004352,0.00000578768,0.000001164765,0.000003840581,0.000006990013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4422423,"threshold_uncertainty_score":0.3337462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240791060","doi":"10.33423/jsis.v14i5.2519","title":"Quest for a Hockey Franchise","year":2019,"lang":"en","type":"article","venue":"Journal of Strategic Innovation and Sustainability","topic":"Sports Analytics and Performance","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"League; Championship; Franchise; Ice hockey; Club; Advertising; Political science; World championship; Business; Marketing","authors":[{"name":"Alex Faseruk","is_ca":true},{"name":"Tom Clift","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03675232057957825,"gpt":0.2598993886590048,"spread":0.2231470680794266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001330189,0.00007377547,0.000262696,0.0002424815,0.00005084959,0.00006274812,0.00007011774,0.00005906172,0.0001557803],"category_scores_gemma":[0.00008662864,0.00006836592,0.00005733108,0.0003164225,0.00003234553,0.0002491366,0.000008933885,0.0001251764,0.000003772707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008802141,"about_ca_system_score_gemma":0.0001199543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002378783,"about_ca_topic_score_gemma":0.000002022595,"domain_scores_codex":[0.9989588,0.000003845335,0.0007513916,0.000124288,0.00003312801,0.0001284994],"domain_scores_gemma":[0.9985173,0.00002355901,0.0006078446,0.0001134055,0.0007078057,0.00003011036],"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":[0.00005025677,0.0000435915,0.1814047,0.0001296736,0.00001487454,9.409707e-7,0.0001496704,0.0001461374,0.000003628038,0.817605,0.0001318957,0.0003196872],"study_design_scores_gemma":[0.001186124,0.0004251117,0.1118861,0.00001392235,0.000005394509,0.00001276794,0.00148755,0.008033649,0.00001324689,0.839898,0.03686987,0.0001682081],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915205,0.0002893479,0.002243126,0.001079497,0.0002669506,0.0001906069,0.00001152998,0.000003451883,0.004394946],"genre_scores_gemma":[0.9988201,0.0000426393,0.0001769661,0.0001780725,0.0001016913,0.00000249009,0.000003511267,0.000005647464,0.0006688329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06951854,"threshold_uncertainty_score":0.2787881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}