{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":9,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":9,"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":"253d7c64773c","filters":{"venue":"Annals of Social Sciences & Management studies"}},"results":[{"id":"W3043109589","doi":"10.19080/asm.2020.05.555668","title":"Tracing the Evolution of Transfer of Training: A Review Article","year":2020,"lang":"en","type":"review","venue":"Annals of Social Sciences & Management studies","topic":"Human Resource Development and Performance Evaluation","field":"Psychology","cited_by":11,"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":"Annals; Cover (algebra); Sociology; Tracing; Social science; Engineering ethics; Library science; Epistemology; Computer science; History; Philosophy; Classics; Engineering","authors":[{"name":"Asif Rahman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4995909318685473,"gpt":0.5267207308046725,"spread":0.02712979893612522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002605384,0.0007440669,0.001707681,0.00427324,0.0003501646,0.001575114,0.00103687,0.001629223,0.003174633],"category_scores_gemma":[0.007896279,0.0004279065,0.000931853,0.006642695,0.0007859097,0.002276123,0.0008552644,0.001234675,0.0005681414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001190054,"about_ca_system_score_gemma":0.003866194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004067599,"about_ca_topic_score_gemma":0.006680357,"domain_scores_codex":[0.9991719,0.0001928768,0.0001614476,0.0002192934,0.0002163697,0.00003822996],"domain_scores_gemma":[0.9932272,0.005113528,0.0007117555,0.00008788601,0.0007469918,0.0001126896],"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":[0.0000992806,0.0000571118,0.0008593258,0.09868696,0.0004496619,0.00005779295,0.000169597,0.0002519768,0.0002486485,0.002138038,0.006991642,0.8899899],"study_design_scores_gemma":[0.00007136741,0.0004217378,0.0200573,0.278165,0.004737383,0.001702865,0.0009007123,0.0003372577,0.0008680386,0.004583458,0.6880416,0.0001133205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009758528,0.9995732,0.00002823973,0.0001242075,0.00004556868,0.000002533435,0.000007152395,9.781243e-7,0.0001205291],"genre_scores_gemma":[0.001178553,0.998507,0.000094181,0.0001011807,0.00005019558,0.000005008715,0.000009703176,7.682006e-7,0.00005354514],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00427324,"threshold_uncertainty_score":0.01377875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3109819318","doi":"10.19080/asm.2020.05.555665","title":"Student Self Selection of Course Instructional Delivery Impacts Grade Attainment","year":2020,"lang":"en","type":"article","venue":"Annals of Social Sciences & Management studies","topic":"Online Learning and Analytics","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":"MacEwan University","funders":"","keywords":"Annals; Selection (genetic algorithm); Sociology; Cover (algebra); Course (navigation); Philosophy of education; Library science; Pedagogy; Mathematics education; Engineering ethics; Social science; Medical education; Political science; Psychology; Higher education; Computer science; Engineering; Medicine; Classics; History","authors":[{"name":"Michael Seredycz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08760278676054627,"gpt":0.4037380295392992,"spread":0.3161352427787529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001745846,0.0003490016,0.0005957622,0.001246985,0.0005628858,0.002729161,0.0008760823,0.0007821363,0.02480057],"category_scores_gemma":[0.01092125,0.000215191,0.0008377211,0.0007816439,0.0003669869,0.0009148421,0.001398831,0.001166482,0.005948455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003858428,"about_ca_system_score_gemma":0.000673827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003585042,"about_ca_topic_score_gemma":0.003873799,"domain_scores_codex":[0.9986602,0.0003399943,0.00009267435,0.0002932603,0.0002911328,0.0003228363],"domain_scores_gemma":[0.9847115,0.005252565,0.002680382,0.0008689036,0.001567526,0.004918979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002115506,0.002331375,0.966432,0.00004211255,0.0002903384,0.000193012,0.0008387346,0.0002591174,0.002259527,0.0003676474,0.003017739,0.02185293],"study_design_scores_gemma":[0.00003594299,0.001851655,0.9942879,0.0000303651,0.0001136422,0.00005767198,0.001069187,0.0005741693,0.0008553364,0.0001917514,0.0009160227,0.00001636853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956489,0.0001092337,0.0001064692,0.0001803403,0.00003654002,0.0000101021,0.0003474572,0.00003864341,0.003522364],"genre_scores_gemma":[0.9951038,0.000028474,0.00004082254,0.00003661208,0.000008958358,0.000006067069,0.0002730085,0.00001604852,0.004486032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02480057,"threshold_uncertainty_score":0.08296615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362712545","doi":"10.19080/asm.2022.08.555728","title":"Natural Disasters and Sustainability: Can Private Capital Finance Community Recovery?","year":2022,"lang":"en","type":"article","venue":"Annals of Social Sciences & Management studies","topic":"Disaster Management and Resilience","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":"Toronto Metropolitan University","funders":"","keywords":"Annals; Sustainability; Natural disaster; Cover (algebra); Private finance initiative; Social capital; Disaster recovery; Private capital; Sociology; Political science; Social science; Public administration; Private sector; Economics; Economic growth; Geography; Engineering","authors":[{"name":"David Nickerson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06197378420181301,"gpt":0.3789046946783517,"spread":0.3169309104765388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001814881,0.0001936839,0.0003053571,0.001026335,0.00111391,0.005214684,0.0005364085,0.002620352,0.01409119],"category_scores_gemma":[0.01151878,0.0001698564,0.0002111988,0.001129187,0.003701507,0.005867046,0.002358364,0.001713034,0.0005328712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00358597,"about_ca_system_score_gemma":0.005393958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01023979,"about_ca_topic_score_gemma":0.01379372,"domain_scores_codex":[0.9990897,0.0003201602,0.00001960368,0.0000682898,0.0001133132,0.0003889086],"domain_scores_gemma":[0.9930565,0.003042233,0.001499468,0.000247827,0.0007215374,0.001432481],"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":[0.0004659911,0.0004752152,0.04120804,0.0002415853,0.0001004459,0.0006400998,0.002506647,0.006759206,0.0003032376,0.8162052,0.04469508,0.08639918],"study_design_scores_gemma":[0.0001222483,0.0001787226,0.05228269,0.00052857,0.00006800535,0.0002333255,0.01539322,0.01019904,0.0003187406,0.8475762,0.0730353,0.00006398505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3825777,0.007575388,0.005402657,0.3853832,0.0008581849,0.00009181003,0.0005800089,0.0000655672,0.2174655],"genre_scores_gemma":[0.9930741,0.001461421,0.0001227916,0.001001865,0.0002525995,0.00000871274,0.00002941164,0.00000607064,0.004042956],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01409119,"threshold_uncertainty_score":0.04713976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7154624164","doi":"10.19080/asm.2025.12.555831","title":"Artificial Intelligence and the Limits of the Measurement of Productivity","year":2025,"lang":"","type":"article","venue":"Annals of Social Sciences & Management studies","topic":"Firm Innovation and Growth","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":false},"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Productivity; Production (economics); Function (biology); Decomposition; Reinterpretation; Basis (linear algebra)","authors":[{"name":"Daniel Broby","is_ca":false},{"name":"Florian Gerth","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3277880049127788,"gpt":0.3678218995173612,"spread":0.04003389460458234,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02267374,0.0008799076,0.001444708,0.004693273,0.001212469,0.009461563,0.00176523,0.002024467,0.001408844],"category_scores_gemma":[0.08237555,0.0006413125,0.0008450014,0.005004765,0.02085086,0.01452296,0.005175921,0.005176213,0.0004503443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003701769,"about_ca_system_score_gemma":0.001984713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002482211,"about_ca_topic_score_gemma":0.001079988,"domain_scores_codex":[0.9799488,0.01183408,0.001189074,0.002767757,0.003807051,0.0004531587],"domain_scores_gemma":[0.8984706,0.07969237,0.005159785,0.01223505,0.003732695,0.0007094569],"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":[0.0000168006,0.00001675594,0.002403469,0.0001005014,0.00004673179,0.00001906068,0.000454882,0.002711542,0.0001712096,0.9517934,0.0008538392,0.04141185],"study_design_scores_gemma":[0.000004098321,0.000008780267,0.001258662,0.00009668049,0.000006390876,0.00002227006,0.0001332806,0.004517051,0.00009833335,0.9899739,0.003867292,0.00001326216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1307118,0.05032094,0.6065175,0.07690417,0.001463286,0.00009935644,0.0008316149,0.0004089125,0.1327424],"genre_scores_gemma":[0.89441,0.01107103,0.08727776,0.002436966,0.00150872,0.0002383262,0.0002357892,0.0001138311,0.002707676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02267374,"threshold_uncertainty_score":0.1199116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390930256","doi":"10.19080/asm.2023.08.555749","title":"Students Selecting Higher Face-to-Face Instructional Delivery Report Higher Levels of Learning Interactions and Outcomes","year":2023,"lang":"en","type":"article","venue":"Annals of Social Sciences & Management studies","topic":"Evaluation of Teaching Practices","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":"MacEwan University","funders":"","keywords":"Psychology; Exploratory research; Face-to-face; Modalities; Mathematics education; Higher education; Modality (human–computer interaction); Blended learning; Medical education; Computer science; Educational technology; Medicine; Human–computer interaction; Sociology","authors":[{"name":"Michael Seredycz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4147570501315354,"gpt":0.5613449762373791,"spread":0.1465879261058437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007855881,0.0001825206,0.0003352654,0.0005603539,0.0005884352,0.001160131,0.0002282589,0.0003534976,0.004224852],"category_scores_gemma":[0.004761021,0.0001046765,0.0002333502,0.0003211688,0.0002389038,0.0004263867,0.0006365405,0.0004554885,0.0009497477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913984,"about_ca_system_score_gemma":0.0004527157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006757321,"about_ca_topic_score_gemma":0.002042043,"domain_scores_codex":[0.9991778,0.0001743827,0.00006944644,0.00008603367,0.0003285018,0.0001639129],"domain_scores_gemma":[0.9963426,0.001056393,0.001152109,0.0001259913,0.0004354518,0.0008874631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000419251,0.003979938,0.8652007,0.00009625011,0.00006577825,0.0004204738,0.005799676,0.0001461169,0.01053542,0.00007694996,0.0004637347,0.1127957],"study_design_scores_gemma":[0.00002079112,0.003017152,0.9763528,0.00003356084,0.00003388618,0.0006082989,0.01392994,0.000271305,0.00435775,0.0001262992,0.00122403,0.00002417555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992849,0.00002616863,0.00007770867,0.00002213213,0.000001933561,0.000009173866,0.00001139215,0.000004005358,0.0005626761],"genre_scores_gemma":[0.9990326,0.00003692301,0.0002718917,0.00002985783,0.000003748042,0.00001275115,0.00002357099,0.000002553618,0.0005861904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004224852,"threshold_uncertainty_score":0.01413357,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400855046","doi":"10.19080/asm.2024.10.555779","title":"Changing Times","year":2024,"lang":"en","type":"article","venue":"Annals of Social Sciences & Management studies","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Course (navigation); Analytics; Engineering ethics; Sociology; Computer science; Engineering management; Data science; Engineering","authors":[{"name":"Danielle Morin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2510946110325346,"gpt":0.4214695457171006,"spread":0.170374934684566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00330646,0.0004542625,0.000427801,0.001381844,0.01052085,0.01180154,0.001368269,0.003250591,0.03289538],"category_scores_gemma":[0.008366806,0.0002599774,0.000358882,0.002246132,0.007938295,0.01086365,0.004670125,0.00663063,0.004825586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01700201,"about_ca_system_score_gemma":0.009305286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08741223,"about_ca_topic_score_gemma":0.1297291,"domain_scores_codex":[0.9959022,0.0008736204,0.0001310975,0.000699188,0.001191595,0.001202265],"domain_scores_gemma":[0.9960472,0.000485761,0.0003594303,0.0001992102,0.001038163,0.00187027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001336598,0.00007017561,0.007371271,0.0002972314,0.00004969864,0.001177177,0.06315411,0.0006280261,0.001793667,0.6129689,0.2255255,0.0868307],"study_design_scores_gemma":[0.000003038486,0.00001501095,0.003583047,0.0001214824,0.000004969025,0.0001445935,0.03029956,0.00007546718,0.0001170843,0.01859508,0.9470113,0.00002928948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09649289,0.01834618,0.008011781,0.3495049,0.01615403,0.00009663744,0.00221197,0.0002841955,0.5088975],"genre_scores_gemma":[0.7632277,0.01539384,0.003560743,0.06893441,0.003859442,0.0001073608,0.001012284,0.0005700733,0.1433342],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08741223,"threshold_uncertainty_score":0.1738069,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7164125511","doi":"10.19080/asm.2025.11.555815","title":"The Power Logics of Youth: A Case Study of Canadian Arab Youth","year":2025,"lang":"","type":"article","venue":"Annals of Social Sciences & Management studies","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Waterloo","funders":"","keywords":"Power (physics); Politics; Soft power; Government (linguistics); Big data","authors":[{"name":"Melissa Finn","is_ca":false},{"name":"Bessma Momani","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2174611676110731,"gpt":0.436982013513034,"spread":0.2195208459019609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002656151,0.0009193075,0.0006638957,0.002743866,0.03856509,0.004952153,0.00212272,0.002266205,0.002737121],"category_scores_gemma":[0.003328448,0.0004579747,0.0005213683,0.004739589,0.009371075,0.001860011,0.004469657,0.002709396,0.0002553268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04740625,"about_ca_system_score_gemma":0.03980882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9441652,"about_ca_topic_score_gemma":0.9807046,"domain_scores_codex":[0.9967825,0.000920863,0.00007187515,0.0001799785,0.0004249885,0.001619731],"domain_scores_gemma":[0.9980616,0.0004325981,0.0001785533,0.00005172766,0.0005283547,0.0007471197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004808093,0.0001301982,0.0292398,0.00009341601,0.000009099293,0.007019734,0.9411494,0.0001062008,0.0002868437,0.007920431,0.002750437,0.01124642],"study_design_scores_gemma":[0.000003721911,0.0000194762,0.00720594,0.00008429238,0.00001048143,0.000612195,0.9806825,0.00008525525,0.0001120242,0.0002767834,0.01089155,0.00001578948],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864398,0.000824264,0.0002782947,0.001584688,0.000036541,0.00009192681,0.000118608,0.000007905906,0.01061793],"genre_scores_gemma":[0.9953493,0.001046455,0.000437494,0.000337612,0.00001136997,0.00003404704,0.0000462902,0.000008512353,0.002728985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05583477,"threshold_uncertainty_score":0.343958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390987107","doi":"10.19080/asm.2024.09.555774","title":"Walking through the Fire","year":2024,"lang":"en","type":"article","venue":"Annals of Social Sciences & Management studies","topic":"Sex work and related issues","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":"University of Calgary","funders":"","keywords":"Empowerment; Equity (law); Work (physics); Gender equity; Psychology; Public relations; Applied psychology; Social psychology; Engineering; Political science; Sociology; Gender studies","authors":[{"name":"Debb Hurlock","is_ca":true},{"name":"Carrie M. McManus","is_ca":true},{"name":"Caitlin Stokvis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1540337348635896,"gpt":0.4607760985393239,"spread":0.3067423636757344,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009278414,0.0003092206,0.0002406575,0.0004688634,0.008633225,0.001739656,0.0006433152,0.001263461,0.04831162],"category_scores_gemma":[0.003166801,0.0002078946,0.0004114359,0.0002697097,0.001723089,0.001608396,0.002909139,0.002284076,0.008480514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006273504,"about_ca_system_score_gemma":0.001939815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009448126,"about_ca_topic_score_gemma":0.02430607,"domain_scores_codex":[0.9993486,0.0002351834,0.00001580789,0.0000699593,0.0001099183,0.0002204257],"domain_scores_gemma":[0.9991139,0.00009601082,0.00008186748,0.0001022967,0.0001585382,0.0004474443],"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":[0.0002988438,0.0005805794,0.03045352,0.0004419112,0.00008192461,0.002872498,0.07881992,0.0002018199,0.003398467,0.009137996,0.2643183,0.6093942],"study_design_scores_gemma":[0.00002524094,0.0005231374,0.01897964,0.0006173066,0.00003047404,0.001710928,0.1306863,0.00009714009,0.0009458117,0.003679875,0.8426666,0.0000375032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4253251,0.005030341,0.007779658,0.04812348,0.01053912,0.0003869057,0.0005664344,0.0008867033,0.5013622],"genre_scores_gemma":[0.7577483,0.004820345,0.006035079,0.01285961,0.0007905204,0.0001682906,0.0003411765,0.0003156646,0.216921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04831162,"threshold_uncertainty_score":0.1616185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7164188965","doi":"10.19080/asm.2025.12.555838","title":"Early Adoption of AI and Digital Communication Tools by MBA Students: Perceptions, Motivations, and Concerns","year":2025,"lang":"","type":"article","venue":"Annals of Social Sciences & Management studies","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Concordia University","funders":"","keywords":"Plan (archaeology); Quality (philosophy); Work (physics); Analytics; Discussion board; Information and Communications Technology","authors":[{"name":"Danielle Morin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.293558012378191,"gpt":0.5347729128165855,"spread":0.2412149004383944,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00335894,0.0003177426,0.0003830642,0.001658704,0.002566282,0.006009503,0.0008324344,0.001155925,0.002352419],"category_scores_gemma":[0.01466684,0.0005086532,0.0003625287,0.0007955494,0.001645852,0.002039227,0.002637317,0.002521571,0.0009274733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170403,"about_ca_system_score_gemma":0.00227993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00961213,"about_ca_topic_score_gemma":0.01495378,"domain_scores_codex":[0.9975269,0.000527674,0.0001558576,0.0001706333,0.0009918228,0.0006270391],"domain_scores_gemma":[0.9823497,0.003494176,0.004033643,0.0003626557,0.002694386,0.007065497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001190005,0.0008260506,0.7893413,0.00009888101,0.00001992939,0.000817681,0.1672586,0.00005606643,0.004010772,0.0004573232,0.000667526,0.03632691],"study_design_scores_gemma":[0.000008156569,0.0008850044,0.5153194,0.0001455716,0.00002346388,0.0008119812,0.4731762,0.0004326129,0.001266747,0.0002949343,0.007555787,0.00008023212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987013,0.00008289787,0.00008608964,0.0003650163,0.000006775821,0.00001081312,0.00001309572,0.000004843533,0.000729046],"genre_scores_gemma":[0.9980943,0.0001986875,0.0001806064,0.0001966109,0.000008210876,0.00001941252,0.00002836224,0.000005447405,0.001268462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00961213,"threshold_uncertainty_score":0.01911241,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}