{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004077383,0.0002737754,0.0002492209,0.001432223,0.007587112,0.006545364,0.000655942,0.001634115,0.002665883],"category_scores_gemma":[0.003884468,0.0001871138,0.0002671889,0.0007812335,0.04705053,0.01045146,0.007769181,0.004579582,0.000231882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003636884,"about_ca_system_score_gemma":0.001964255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002613964,"about_ca_topic_score_gemma":0.003200971,"domain_scores_codex":[0.9983047,0.001029728,0.00002999707,0.0001051634,0.0002081334,0.0003222723],"domain_scores_gemma":[0.9971603,0.001560754,0.0004488357,0.0002142786,0.0002425708,0.0003732266],"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":[0.00005291202,0.00005730857,0.004120236,0.00004651744,0.000005386736,0.0003681486,0.3043898,0.00008596056,0.0003530367,0.6794493,0.001160638,0.009910824],"study_design_scores_gemma":[0.000027443,0.0001031407,0.01039359,0.0003287265,0.00002006186,0.0009883748,0.501009,0.000805621,0.0006857617,0.3821739,0.1034145,0.00004988682],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7160441,0.002842666,0.007216307,0.01903404,0.0001792914,0.0000399877,0.00002590368,0.0000234802,0.2545943],"genre_scores_gemma":[0.9973212,0.0003592772,0.0002162804,0.0004849995,0.00001542443,0.000006177557,0.000004452962,0.000007953289,0.001584157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007587112,"threshold_uncertainty_score":0.02638757,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005631483,0.0002837643,0.0001588889,0.001238386,0.0007009659,0.003133677,0.0006512669,0.0005918254,0.00308009],"category_scores_gemma":[0.01616261,0.0001828184,0.0001566952,0.002055338,0.002284063,0.004302741,0.002148971,0.001130224,0.0002960113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002355584,"about_ca_system_score_gemma":0.002242598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005243759,"about_ca_topic_score_gemma":0.01396271,"domain_scores_codex":[0.9972012,0.00135434,0.0001047726,0.0001970164,0.000749902,0.0003929012],"domain_scores_gemma":[0.9816534,0.01343818,0.001795819,0.0005179295,0.002046915,0.0005477828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002387614,0.001236073,0.4834609,0.0009867861,0.00006321275,0.000917119,0.117923,0.006579853,0.001670748,0.250548,0.004030816,0.1323447],"study_design_scores_gemma":[0.00001894445,0.0005255459,0.4030705,0.001264719,0.00005150234,0.0004168284,0.486716,0.0122498,0.003519011,0.04588918,0.04622257,0.00005547423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528376,0.0003912207,0.004285461,0.001337233,0.000008414549,0.00008173464,0.0002269547,0.000007643755,0.04082379],"genre_scores_gemma":[0.9979224,0.0002403604,0.001083044,0.00005370208,0.000002776331,0.00002398396,0.00008428099,0.000003735938,0.0005857179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005631483,"threshold_uncertainty_score":0.02978247,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002520344,0.0005618171,0.0002794362,0.0007791192,0.002127106,0.006217287,0.001077582,0.001101841,0.007082573],"category_scores_gemma":[0.006821218,0.0002769906,0.0004473073,0.0004228679,0.007703345,0.006670109,0.01090176,0.001860281,0.0009874438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006746273,"about_ca_system_score_gemma":0.00174639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001645299,"about_ca_topic_score_gemma":0.0004085813,"domain_scores_codex":[0.9979132,0.001260338,0.00003992613,0.0002223599,0.0003915581,0.0001725912],"domain_scores_gemma":[0.9959561,0.002529891,0.0002106537,0.0004767726,0.0001481786,0.0006783534],"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":[0.0004111249,0.001033281,0.006119193,0.0005874556,0.00003402782,0.00268048,0.1516115,0.008418124,0.03359354,0.633021,0.006092797,0.1563974],"study_design_scores_gemma":[0.0001517583,0.0006489595,0.002107877,0.0004435394,0.00004137336,0.00122914,0.05415762,0.01772396,0.03107431,0.6673634,0.2249567,0.0001013471],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6111546,0.0006442766,0.1993596,0.004436345,0.0003606694,0.0001874736,0.00006462217,0.001201756,0.1825907],"genre_scores_gemma":[0.9500681,0.0002183647,0.04117,0.0002681018,0.00002078705,0.0001059406,0.00002782552,0.0001265356,0.007994364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007082573,"threshold_uncertainty_score":0.02369362,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005333971,0.0007971522,0.0007591405,0.002598922,0.006278405,0.01089753,0.002199049,0.003427429,0.008233687],"category_scores_gemma":[0.00490704,0.000258855,0.000731134,0.003116682,0.06570686,0.01078718,0.007806631,0.003437371,0.0005935511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01424596,"about_ca_system_score_gemma":0.008640612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01890115,"about_ca_topic_score_gemma":0.01825256,"domain_scores_codex":[0.9946896,0.003167382,0.0001194739,0.0005463818,0.0009491777,0.0005279228],"domain_scores_gemma":[0.9962107,0.002414923,0.000291641,0.0004393634,0.0003026095,0.0003407496],"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":[0.000005067459,0.00001183233,0.0001992154,0.00007431423,0.000004598836,0.00004671545,0.003315981,0.000458441,0.00006054972,0.9902232,0.0006009699,0.004998971],"study_design_scores_gemma":[0.000009232815,0.00001655426,0.000403626,0.0001782882,0.000004670399,0.00005173421,0.004317459,0.0006873578,0.00009974836,0.9419863,0.0522337,0.00001141943],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04021986,0.01800283,0.1265884,0.07440956,0.0007571895,0.0002120196,0.0001649572,0.0001273603,0.7395178],"genre_scores_gemma":[0.9569855,0.005610546,0.0173536,0.002483804,0.0003431858,0.0002874154,0.00009489062,0.00007033296,0.01677076],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01890115,"threshold_uncertainty_score":0.1033621,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003206726,0.0002046093,0.0002336608,0.001880746,0.0004618367,0.001603153,0.0003459122,0.000377459,0.00161554],"category_scores_gemma":[0.001054996,0.0001545625,0.0007466858,0.0026538,0.0004442377,0.0008602709,0.0008839967,0.0006229399,0.0001315531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002970997,"about_ca_system_score_gemma":0.001666216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1242781,"about_ca_topic_score_gemma":0.1326915,"domain_scores_codex":[0.9997835,0.00002893127,0.00001380841,0.00003942861,0.00004558418,0.00008886975],"domain_scores_gemma":[0.9991025,0.0001768553,0.0002832952,0.00005767908,0.0002268932,0.0001527394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001562284,0.0001576053,0.9507061,0.000078664,0.0001983765,0.0009853318,0.0007834705,0.02357419,0.0009213569,0.01060816,0.002122609,0.009707966],"study_design_scores_gemma":[0.00001015559,0.00004040478,0.9578477,0.00002080731,0.00008701993,0.00008136988,0.002760502,0.03391412,0.0007955658,0.001403507,0.003008999,0.00002991958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997728,0.000123853,0.0003293078,0.0001038091,0.000003739073,0.000007971405,0.0005608714,0.000005309411,0.001137223],"genre_scores_gemma":[0.9983475,0.00009583156,0.0001233253,0.000009621998,0.000003131961,0.000006136025,0.0007596011,0.000002309275,0.0006525759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242781,"threshold_uncertainty_score":0.2471095,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001888311,0.000331392,0.0002602986,0.003610988,0.0005803704,0.003231188,0.0005145197,0.0005984765,0.004356244],"category_scores_gemma":[0.005671247,0.0003206808,0.0003145057,0.004379227,0.0009162955,0.006376225,0.002316413,0.0006541176,0.0009328972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001049794,"about_ca_system_score_gemma":0.001671104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002625179,"about_ca_topic_score_gemma":0.00196688,"domain_scores_codex":[0.9991478,0.000285939,0.00008529747,0.00008590746,0.0002899515,0.0001051243],"domain_scores_gemma":[0.9937728,0.003585566,0.001056168,0.0007065129,0.000625453,0.0002534463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006260108,0.0007897081,0.105379,0.002619356,0.0001767429,0.001814737,0.0111962,0.006995626,0.02089284,0.09082117,0.01556764,0.743121],"study_design_scores_gemma":[0.0002200488,0.001453575,0.3587951,0.002277457,0.000463248,0.003131835,0.02011759,0.05651445,0.02939805,0.08585633,0.4414819,0.0002904386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7753764,0.003087898,0.04990799,0.005284948,0.0001544867,0.001372694,0.004713885,0.002629087,0.1574726],"genre_scores_gemma":[0.9581231,0.001922649,0.02934947,0.0002754912,0.0000741797,0.0004386926,0.00203806,0.00009410223,0.007684309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004356244,"threshold_uncertainty_score":0.01457304,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01604446,0.0006515212,0.001528415,0.002134256,0.0007714163,0.002316793,0.002525188,0.001485824,0.001245451],"category_scores_gemma":[0.1062503,0.0005241305,0.001058338,0.003148422,0.005022806,0.004716623,0.001977116,0.002893754,0.0001128502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004165216,"about_ca_system_score_gemma":0.001501254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177511,"about_ca_topic_score_gemma":0.004939267,"domain_scores_codex":[0.9891807,0.005271656,0.0006158199,0.002234361,0.002165709,0.0005317659],"domain_scores_gemma":[0.8859556,0.08872287,0.009075658,0.01005122,0.005591436,0.0006032641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002414627,0.00005612107,0.03991878,0.0003150741,0.0005187784,0.0004407149,0.0004899104,0.420321,0.0005763663,0.4678697,0.003737868,0.06551427],"study_design_scores_gemma":[0.00001850404,0.0001167246,0.03512409,0.0002378636,0.0001065917,0.0006677984,0.0004226303,0.399199,0.001414845,0.5556524,0.006861482,0.0001781149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1743988,0.004412521,0.7943388,0.01004696,0.0004616767,0.00008102057,0.001184084,0.0002092534,0.01486681],"genre_scores_gemma":[0.9683627,0.0009428903,0.02806414,0.0002945765,0.000478227,0.00009596096,0.0001904537,0.0001147571,0.001456253],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01604446,"threshold_uncertainty_score":0.08485222,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005315038,0.0001027145,0.0001555905,0.00255556,0.0003034298,0.0007553915,0.0003078461,0.0002095807,0.001774017],"category_scores_gemma":[0.002081391,0.0001074875,0.0002289522,0.004555614,0.0002715015,0.0006471209,0.0007281032,0.0003383546,0.0004407566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006070985,"about_ca_system_score_gemma":0.0006568268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0456313,"about_ca_topic_score_gemma":0.08993752,"domain_scores_codex":[0.9996718,0.00006804983,0.00003055952,0.0000687727,0.000075465,0.00008545077],"domain_scores_gemma":[0.9976267,0.000538743,0.001052458,0.00007902322,0.0004732353,0.000229857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004995881,0.00003222696,0.9884945,0.00003038017,0.00002153254,0.0000790818,0.001810907,0.0001958425,0.0002140926,0.0002344404,0.001283281,0.007553746],"study_design_scores_gemma":[0.000001029421,0.0000218823,0.9927381,0.00001950697,0.00000726467,0.00004257684,0.004586,0.0002761687,0.00009085702,0.00003449692,0.002178945,0.000003115037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949215,0.000129317,0.0001028492,0.0000948262,0.000002931331,0.000008594816,0.003257063,0.000007440648,0.001475417],"genre_scores_gemma":[0.994691,0.0002279784,0.0001897945,0.00002368847,0.000006442188,0.00002281468,0.003903121,0.00000696548,0.0009282061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0456313,"threshold_uncertainty_score":0.09073138,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01841854,0.0006075835,0.0006507716,0.001382442,0.004777548,0.0106397,0.002751058,0.005332838,0.006456255],"category_scores_gemma":[0.06007555,0.0008324141,0.000758064,0.002112037,0.003918115,0.01273614,0.006122456,0.004633455,0.002443723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002633126,"about_ca_system_score_gemma":0.003432303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004117282,"about_ca_topic_score_gemma":0.003906597,"domain_scores_codex":[0.9781511,0.01286118,0.001221386,0.001464042,0.004886039,0.001416171],"domain_scores_gemma":[0.9277968,0.04559347,0.003268376,0.01372167,0.008556667,0.001063025],"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":[0.0005693437,0.0002594567,0.01884469,0.0008551136,0.00008053084,0.00298678,0.006899582,0.01843852,0.004991591,0.6696955,0.04477103,0.2316079],"study_design_scores_gemma":[0.0001015619,0.0004176122,0.006835884,0.001376358,0.0001696032,0.006510749,0.009044372,0.09330881,0.01461049,0.4451815,0.4222589,0.0001841143],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1033613,0.009441801,0.5530055,0.1010469,0.001529379,0.001270193,0.001077544,0.001817556,0.2274498],"genre_scores_gemma":[0.9068061,0.00340344,0.06138769,0.00688549,0.0006922727,0.0005599524,0.0005359812,0.000215043,0.01951409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01841854,"threshold_uncertainty_score":0.0974077,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004812392,0.0005143147,0.000306009,0.0007489243,0.0058264,0.002294558,0.002973822,0.002446698,0.005143094],"category_scores_gemma":[0.005532336,0.0004515153,0.0004068687,0.0005878519,0.001489527,0.002080622,0.002718946,0.003441288,0.001678431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00355714,"about_ca_system_score_gemma":0.008283944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01726483,"about_ca_topic_score_gemma":0.04195313,"domain_scores_codex":[0.9957419,0.002301993,0.0000972564,0.000357838,0.0008043306,0.0006966785],"domain_scores_gemma":[0.9939407,0.001333159,0.0002697441,0.0005932639,0.001274027,0.002589118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001246674,0.03956963,0.07787625,0.00164962,0.0001121426,0.06779575,0.1377518,0.01652607,0.03710267,0.03977441,0.08378548,0.4968096],"study_design_scores_gemma":[0.0007154745,0.0196533,0.05103176,0.0006690851,0.0001076357,0.02258153,0.3512033,0.036813,0.04303803,0.009517526,0.4642839,0.00038535],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984039,0.0002360356,0.03222438,0.01333305,0.0002696819,0.00366883,0.0006218852,0.0007662358,0.05047613],"genre_scores_gemma":[0.8905437,0.0004557789,0.06149641,0.001770522,0.00006143323,0.001496727,0.0005411616,0.0002533037,0.04338096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726483,"threshold_uncertainty_score":0.0343287,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0307182,0.0009541538,0.0008097725,0.00254996,0.002172817,0.01667482,0.002125797,0.001457085,0.004019474],"category_scores_gemma":[0.03297873,0.0004581987,0.0003881488,0.00250235,0.002346308,0.005443335,0.003137239,0.002389443,0.001001413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004866295,"about_ca_system_score_gemma":0.01124009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007647556,"about_ca_topic_score_gemma":0.003576207,"domain_scores_codex":[0.9835586,0.007359505,0.001293078,0.002071686,0.00441212,0.001305044],"domain_scores_gemma":[0.9662072,0.01564377,0.004165056,0.002212787,0.007331582,0.004439594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001185329,0.00132574,0.04726776,0.0006376072,0.0004433034,0.0006080894,0.004231866,0.08299354,0.007519695,0.0994873,0.04025219,0.7140476],"study_design_scores_gemma":[0.0008693906,0.002256256,0.03111699,0.001145856,0.0004179778,0.0004154992,0.005762139,0.575852,0.01548183,0.1457781,0.2199594,0.000944542],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2570974,0.00330911,0.5708667,0.04437162,0.002460536,0.002678792,0.0006345222,0.006955119,0.1116262],"genre_scores_gemma":[0.9036039,0.0006479828,0.08764265,0.001631487,0.0005865996,0.0005144826,0.0002678896,0.0001095356,0.00499539],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0307182,"threshold_uncertainty_score":0.1624553,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008518106,0.0001920157,0.0001729165,0.000788545,0.00381808,0.00754467,0.0004867959,0.0007334457,0.01695413],"category_scores_gemma":[0.002567051,0.000142857,0.0001392746,0.0008184143,0.001085475,0.001589936,0.001067631,0.001338787,0.002320572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007997106,"about_ca_system_score_gemma":0.009593613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3578075,"about_ca_topic_score_gemma":0.6433281,"domain_scores_codex":[0.9991673,0.00008474227,0.00001371268,0.0001146744,0.0002339695,0.0003856527],"domain_scores_gemma":[0.9969592,0.0002570337,0.0004100119,0.00007329589,0.0007549436,0.001545581],"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":[0.0002195825,0.0005450819,0.611069,0.0001924774,0.00009196512,0.002286993,0.01472545,0.002966043,0.002247542,0.09851117,0.1007974,0.1663474],"study_design_scores_gemma":[0.00001696867,0.0003275902,0.5094645,0.0004143843,0.00004164815,0.0006100843,0.112364,0.004043693,0.0007946134,0.005775092,0.366051,0.00009627866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8280683,0.0006402883,0.002256825,0.008338602,0.0001579039,0.00008171675,0.0008890659,0.00005893127,0.1595083],"genre_scores_gemma":[0.9415369,0.0003501989,0.0005374021,0.0003781987,0.00003376726,0.00001236798,0.0004322302,0.00001643878,0.05670244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3578075,"threshold_uncertainty_score":0.7114497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}