{"meta":{"query_hash":"6bdc88547bce","filters":{"topic":"Sharing Economy and Platforms"},"cohort_total":477,"direct_labels_cover":2,"predictions_cover":477,"exported":477,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/6bdc88547bce","api":"https://metacan.xera.ac/api/v1/cohort?topic=Sharing+Economy+and+Platforms"},"results":[{"id":"W144525403","doi":"","title":"Strategies for Selling Services","year":2010,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Computer science","score_opus":0.020883284913612694,"score_gpt":0.232764118874266,"score_spread":0.21188083396065333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W144525403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80495125,0.00011712125,0.014784215,0.00255643,0.0011178659,0.001953079,0.000012421713,0.00057807105,0.17392953],"genre_scores_gemma":[0.98686284,0.0000022110394,0.00043137372,0.0054275705,0.0033207585,0.0001667864,0.00011591884,0.000094784315,0.0035777807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850893,0.0000055084975,0.00034833056,0.00045807738,0.0001835999,0.0004955556],"domain_scores_gemma":[0.9985695,0.00016562395,0.00033802984,0.0006575394,0.0002472831,0.000022011007],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007838866,0.00030415697,0.00030023413,0.00014289787,0.0009598619,0.0041566934,0.0019774113,0.0001575735,0.00038001486],"category_scores_gemma":[0.000021469972,0.0002189875,0.00010028141,0.0005801193,0.00010476388,0.0022696578,0.0006448429,0.00025556437,0.0003813617],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002528239,0.000953999,0.060692847,0.0065668477,0.0007637829,0.000041406543,0.005498184,0.05086566,0.00723297,0.40437964,0.07758766,0.38288876],"study_design_scores_gemma":[0.0005808653,0.0000036528975,0.004124076,0.000052226154,0.000053957465,0.000007778355,0.002115911,0.017241837,0.000017999157,0.00868599,0.9667516,0.0003641318],"about_ca_topic_score_codex":0.0018940726,"about_ca_topic_score_gemma":0.0020704828,"teacher_disagreement_score":0.8891639,"about_ca_system_score_codex":0.000009657326,"about_ca_system_score_gemma":0.000044089666,"threshold_uncertainty_score":0.9968771},"labels":[],"label_agreement":null},{"id":"W148496660","doi":"10.3917/dm.034.0017","title":"Les enjeux de la mobilité des consommateurs : De la gestion des stocks à la gestion des flux de clientèle","year":2004,"lang":"fr","type":"article","venue":"Décisions Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Home and Community Care Support Services","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03829453159478971,"score_gpt":0.27354962962911683,"score_spread":0.23525509803432712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W148496660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9390814,0.004284472,0.0097906,0.00049033813,0.00022746377,0.00028956085,0.000013412315,0.00026848598,0.045554284],"genre_scores_gemma":[0.9785937,0.0009311191,0.018401584,0.00015897986,0.0004026452,0.00006247131,0.000045027133,0.00007666221,0.0013277956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723953,0.0005731055,0.000562011,0.0004944996,0.00019327152,0.0009375893],"domain_scores_gemma":[0.99355924,0.0054736305,0.00028996193,0.00032697673,0.00024041312,0.000109746936],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010416486,0.00040087447,0.00032201788,0.0003506225,0.001557752,0.0012123231,0.0003666287,0.00062530366,0.00092158746],"category_scores_gemma":[0.011854537,0.00042820457,0.00019583046,0.0005075567,0.0010722786,0.0015989869,0.00030140407,0.0007558851,0.00013472573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024075281,0.00037552643,0.56074816,0.0012879476,0.00007155287,0.000091396534,0.0011444004,0.019752283,0.00065493083,0.012412287,0.001026597,0.40219417],"study_design_scores_gemma":[0.0012421238,0.000033391436,0.84381545,0.0060195127,0.00023578855,0.00025810223,0.002482022,0.009422603,0.0003942283,0.11235959,0.023115484,0.0006217317],"about_ca_topic_score_codex":0.006349825,"about_ca_topic_score_gemma":0.00043040878,"teacher_disagreement_score":0.40157244,"about_ca_system_score_codex":0.0007518472,"about_ca_system_score_gemma":0.00021332031,"threshold_uncertainty_score":0.9999917},"labels":[],"label_agreement":null},{"id":"W1493712838","doi":"10.14512/oew.v15i5.53","title":"Car-Sharing auf der Standspur?","year":2000,"lang":"de","type":"article","venue":"Ökologisches Wirtschaften - Fachzeitschrift","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Association of Occupational Therapists","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.025298082833935923,"score_gpt":0.22550864436780624,"score_spread":0.20021056153387032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493712838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6494204,0.026941335,0.00037008454,0.0038574818,0.005031263,0.0017175154,0.00016873337,0.0015412072,0.31095198],"genre_scores_gemma":[0.96304095,0.0012906825,0.0005871509,0.0052275104,0.006885457,0.00014163593,0.0005735643,0.00024387584,0.022009192],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99349195,0.00006139356,0.0014709266,0.0020309337,0.00069723185,0.002247562],"domain_scores_gemma":[0.9969827,0.0002695413,0.0006118913,0.0016882202,0.0002490185,0.00019865776],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0020878282,0.0013665922,0.0013495212,0.0006150962,0.0011511801,0.0020739688,0.0019152691,0.0010285631,0.03204271],"category_scores_gemma":[0.00033708903,0.0012831084,0.0006404184,0.0009823065,0.00041802786,0.0042289435,0.000937922,0.0014595331,0.0399869],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033374138,0.0015675027,0.59333134,0.0031551986,0.0055724545,0.0014046865,0.0018174282,0.0056179436,0.00034625272,0.07803648,0.12714316,0.17867012],"study_design_scores_gemma":[0.001855874,0.00010063881,0.021905553,0.00039712587,0.00096231647,0.00002082722,0.00030951347,0.006031556,0.00015907623,0.0016043184,0.9647443,0.0019088865],"about_ca_topic_score_codex":0.0020962018,"about_ca_topic_score_gemma":0.00021909355,"teacher_disagreement_score":0.8376012,"about_ca_system_score_codex":0.000059374368,"about_ca_system_score_gemma":0.00013385403,"threshold_uncertainty_score":0.9999085},"labels":[],"label_agreement":null},{"id":"W1498064686","doi":"10.15353/joci.v8i1.3062","title":"Online Communities As A Resource In Older Adults’ Tourism","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Netnography; Tourism; Ethnography; Resource (disambiguation); Subject (documents); Gerontology; Psychology; Medical tourism; Sociology; Public relations; Advertising; Marketing; Business; Medicine; Geography; World Wide Web; Political science; Social media; Computer science","score_opus":0.03322127748944632,"score_gpt":0.24438792516247235,"score_spread":0.21116664767302604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498064686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97590196,0.000114121875,0.00004763106,0.00047601413,0.00014137932,0.000086528256,0.00000156985,0.000015178663,0.023215631],"genre_scores_gemma":[0.99442196,0.00004505566,0.000076983,0.0050065373,0.0003831437,6.8755634e-7,0.000018682384,0.000008736636,0.00003823154],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885476,0.000060556824,0.0006753031,0.000003868235,0.00017552779,0.00022999136],"domain_scores_gemma":[0.99831086,0.00046089586,0.00071787636,0.00038272172,0.00011014824,0.000017475328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030740725,0.000116713236,0.00021053669,0.00026199088,0.00034311312,0.00011553802,0.0009320466,0.000059317947,0.000115524526],"category_scores_gemma":[0.00012819386,0.000076238844,0.00006297833,0.00020858555,0.00007050096,0.0027830508,0.0003593829,0.0012851247,0.00008203965],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075216766,0.002231418,0.09316355,0.001153458,0.00019467274,0.00000215265,0.80951613,0.0016298895,0.0000019414313,0.0062091155,0.037563838,0.047581658],"study_design_scores_gemma":[0.0014747235,0.000042908578,0.08743022,0.0005791807,0.000065444554,0.0001269454,0.81790876,0.001312514,0.000011547569,0.0024802515,0.08835502,0.00021249887],"about_ca_topic_score_codex":0.0014980279,"about_ca_topic_score_gemma":0.00032899567,"teacher_disagreement_score":0.050791185,"about_ca_system_score_codex":0.000029559762,"about_ca_system_score_gemma":0.000016456868,"threshold_uncertainty_score":0.5583299},"labels":[],"label_agreement":null},{"id":"W1504437998","doi":"10.7202/1017776ar","title":"Les réseaux d’échange de proximité au Québec","year":2012,"lang":"fr","type":"article","venue":"RECMA","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Economic rent; Humanities; Political science; Philosophy; Economics","score_opus":0.05219441716634281,"score_gpt":0.2507909690191684,"score_spread":0.1985965518528256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504437998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82032716,0.017059514,0.00024044381,0.011095602,0.00339423,0.00031334677,0.00000607607,0.0001536884,0.14740993],"genre_scores_gemma":[0.9674909,0.000089144196,0.00025525538,0.0015465112,0.0082977805,0.000032275944,0.00002345455,0.00004041127,0.022224266],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986926,0.000008921367,0.00021623442,0.00019092186,0.00009946944,0.0007918693],"domain_scores_gemma":[0.9994395,0.000066716784,0.00015230203,0.00022915898,0.00005923451,0.000053106876],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005897637,0.00021004376,0.0001996015,0.000120800236,0.0003049583,0.00020818943,0.00021511824,0.00021004108,0.003264765],"category_scores_gemma":[0.00014746895,0.00020585397,0.00011313044,0.00019545708,0.000059423222,0.002131441,0.0001470055,0.00022803748,0.0042617084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019072666,0.0001400621,0.7620843,0.00058068713,0.00005624114,0.0000060536936,0.0006702813,0.000007403285,0.000017224458,0.040263988,0.011532234,0.18462245],"study_design_scores_gemma":[0.00021705245,0.000007437934,0.122717604,0.00017394277,0.000081810394,0.000011121584,0.00018646651,0.0008094398,0.00011212169,0.0010623647,0.8743415,0.0002791756],"about_ca_topic_score_codex":0.22391675,"about_ca_topic_score_gemma":0.03989431,"teacher_disagreement_score":0.86280924,"about_ca_system_score_codex":0.00037534448,"about_ca_system_score_gemma":0.00013960188,"threshold_uncertainty_score":0.9976464},"labels":[],"label_agreement":null},{"id":"W1523833335","doi":"","title":"Redes e recursos sabre a problemática do envelhecimento e abordagem inter-geracional na Internet","year":2014,"lang":"pt","type":"article","venue":"Service social","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Computer science; Sociology; World Wide Web","score_opus":0.02134248989815052,"score_gpt":0.23392400265731617,"score_spread":0.21258151275916565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523833335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77116585,0.0005236543,0.0013443104,0.033323303,0.0073240288,0.0018174655,0.000109790715,0.0007539623,0.18363763],"genre_scores_gemma":[0.97602993,0.000007405914,0.000115647825,0.011252597,0.0060849776,0.00005912264,0.00030678284,0.000088363486,0.0060551967],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972504,0.00004285655,0.0007279196,0.00078483357,0.00038317885,0.00081085454],"domain_scores_gemma":[0.9985381,0.000111109526,0.0005904891,0.00036595453,0.0003362768,0.000058088648],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00094900647,0.00055544375,0.00056896935,0.00027105745,0.0005519959,0.0014684676,0.0008945902,0.00042530274,0.0062597347],"category_scores_gemma":[0.000096653086,0.0005713838,0.0002753239,0.0006243366,0.000079742065,0.0018327049,0.00072788814,0.00062855595,0.0054539647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019655928,0.0019228308,0.0559199,0.010740322,0.0022839098,0.000065922584,0.035931673,0.000038143542,0.00033282884,0.35192457,0.35769078,0.18118352],"study_design_scores_gemma":[0.0033717805,0.00011063844,0.02061031,0.001532794,0.00054036523,0.000009574577,0.0052896966,0.013750042,0.00009333261,0.029074319,0.9235319,0.0020852664],"about_ca_topic_score_codex":0.0012853164,"about_ca_topic_score_gemma":0.0011078009,"teacher_disagreement_score":0.5658411,"about_ca_system_score_codex":0.00013887911,"about_ca_system_score_gemma":0.000068859576,"threshold_uncertainty_score":0.9996738},"labels":[],"label_agreement":null},{"id":"W1551572784","doi":"10.1007/978-0-387-72486-7_24","title":"Free/Open Services: Conceptualization, Classification, and Commercialization","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Conceptualization; Services computing; Service (business); Commercialization; Knowledge management; Computer science; World Wide Web; Business; Business model; Web service; Marketing; Artificial intelligence","score_opus":0.09246981176940419,"score_gpt":0.2657449715577914,"score_spread":0.17327515978838723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551572784","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005453373,0.00013083949,0.0017536836,0.0003636028,0.00028611603,0.00047303602,0.000016377431,0.00014195633,0.99677986],"genre_scores_gemma":[0.013132597,0.00033225617,0.0005025388,0.03775604,0.0036887296,0.000032464697,0.005749178,0.00020535504,0.93860084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989207,0.0000011590287,0.0004138847,0.00036928663,0.00014115503,0.00015386248],"domain_scores_gemma":[0.99883014,0.000035062047,0.0004519263,0.00041513637,0.0002518848,0.000015864453],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003074424,0.0002598826,0.0002762308,0.00023861442,0.00023395881,0.00091559795,0.00059494894,0.0003080389,0.0044260514],"category_scores_gemma":[0.000016956885,0.00024662737,0.000037429505,0.000067214,0.00006886464,0.0016150734,0.00049972266,0.00012651083,0.0004426164],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010953633,0.0000068045633,0.0023875793,0.00018355473,0.000028286922,9.763451e-7,0.000038341896,0.0000020244993,4.298913e-7,0.9745928,0.01938203,0.0033661912],"study_design_scores_gemma":[0.00033295836,0.0000027450656,0.0012664014,0.00012567223,0.00005864585,9.930263e-7,0.00007999561,0.0012353542,6.8919394e-7,0.15569396,0.8408855,0.0003170453],"about_ca_topic_score_codex":0.0005230625,"about_ca_topic_score_gemma":0.0016807774,"teacher_disagreement_score":0.8215035,"about_ca_system_score_codex":0.00002596653,"about_ca_system_score_gemma":0.000019109713,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W1612480196","doi":"10.1002/j.1681-4835.2011.tb00334.x","title":"Effects of Mobile Phone Use on Artisanal Fishing Market Efficiency and Livelihoods in Ghana","year":2011,"lang":"en","type":"article","venue":"The Electronic Journal of Information Systems in Developing Countries","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Livelihood; Mobile phone; Business; Fishing; Phone; Commercial fishing; Agriculture; Fishery; Telecommunications; Geography; Engineering","score_opus":0.010778688327013583,"score_gpt":0.19779393293140451,"score_spread":0.18701524460439092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1612480196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953081,0.00067059434,0.00235589,0.000060072387,0.00028296962,0.00025842208,4.90378e-7,0.000008678766,0.0010547811],"genre_scores_gemma":[0.99930286,0.00028388583,0.00004057837,0.00027663037,0.0000704199,0.000009719523,9.725933e-7,0.0000048713523,0.000010030647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99869776,0.000019378616,0.0007696299,0.000052948184,0.00019967747,0.00026059593],"domain_scores_gemma":[0.99870014,0.00026860627,0.0008072611,0.00007797668,0.00013955425,0.0000064796145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020769467,0.00011052384,0.0002506443,0.0005291011,0.000070597016,0.00018980366,0.00020816523,0.00005269677,0.000009925223],"category_scores_gemma":[0.00023833165,0.00007754522,0.00002753114,0.00034292525,0.00003722546,0.0033708361,0.00004391876,0.00024073629,0.000009183193],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029211238,0.0002541809,0.25416517,0.008166135,0.00046243414,0.00004337509,0.04817155,0.00521826,0.000029931125,0.66248554,0.0027472589,0.015335036],"study_design_scores_gemma":[0.012898933,0.0008859839,0.7906192,0.018264133,0.00023075861,0.000490175,0.026985446,0.0375735,0.003610487,0.018358493,0.08786975,0.0022131298],"about_ca_topic_score_codex":0.00050321507,"about_ca_topic_score_gemma":0.00009187558,"teacher_disagreement_score":0.6441271,"about_ca_system_score_codex":0.0001367037,"about_ca_system_score_gemma":0.00014021105,"threshold_uncertainty_score":0.31622025},"labels":[],"label_agreement":null},{"id":"W171958318","doi":"10.29173/irie225","title":"Ethics of Sharing","year":2011,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Engineering ethics; Political science; Engineering","score_opus":0.12154804978241512,"score_gpt":0.31229949522039296,"score_spread":0.19075144543797784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W171958318","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015314846,0.0016438208,0.005707106,0.017982753,0.001578496,0.00051632756,0.000018574696,0.000074462965,0.95716363],"genre_scores_gemma":[0.92884535,0.010550235,0.0010089799,0.058944028,0.00031976672,0.000021934893,0.00014161962,0.000010887114,0.00015720315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998985,0.0000047145204,0.000553361,0.00004363023,0.00035097817,0.00006234735],"domain_scores_gemma":[0.9982218,0.00019438642,0.0007072444,0.00018062504,0.0006920035,0.0000039006527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032793237,0.000064623375,0.00012104089,0.00009821496,0.00006018637,0.000032501157,0.0006263673,0.00007642185,0.0008579369],"category_scores_gemma":[0.0024166706,0.000043696054,0.0000759893,0.00013471166,0.000057946323,0.0019887679,0.0001842096,0.00044532423,0.00020660085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013302874,0.000012194308,0.0017396273,0.005404607,0.000036252924,8.3617635e-8,0.0012149632,0.000014575373,0.0000029266314,0.98434263,0.0010185215,0.0062002954],"study_design_scores_gemma":[0.00047792128,0.0000181252,0.015110276,0.015758883,0.00012569189,0.000008967494,0.0009229072,0.0066975006,0.00092512526,0.18939498,0.77020484,0.0003547702],"about_ca_topic_score_codex":0.0002820554,"about_ca_topic_score_gemma":0.000013685126,"teacher_disagreement_score":0.9570064,"about_ca_system_score_codex":0.000011536647,"about_ca_system_score_gemma":0.000046112433,"threshold_uncertainty_score":0.93938076},"labels":[],"label_agreement":null},{"id":"W172661080","doi":"10.1007/978-1-4020-5822-6_10","title":"Conclusions: New Paths to Access and Benefit Sharing","year":2007,"lang":"en","type":"book-chapter","venue":"˜The œinternational library of environmental, agricultural and food ethics/˜The œInternational library of environmental, agricultural and food ethics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business; Internet privacy; Computer science","score_opus":0.045785411667367555,"score_gpt":0.22354357014056955,"score_spread":0.177758158473202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W172661080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.696684,0.007815267,0.000030465037,0.07124661,0.0027269898,0.002824893,0.0052258316,0.00028955966,0.21315639],"genre_scores_gemma":[0.8836313,0.008814048,0.0002496308,0.010432145,0.002565587,0.000037112823,0.0034055174,0.0001129268,0.09075172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99577826,0.000018389133,0.0012457746,0.0011260785,0.0013528953,0.00047861013],"domain_scores_gemma":[0.99745196,0.0007907374,0.0011411395,0.0003902884,0.000030410729,0.00019546469],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045855317,0.0009780037,0.00072788587,0.0002677487,0.0008237317,0.0010021167,0.0021943504,0.000901956,0.0020938534],"category_scores_gemma":[0.000022079583,0.0005723163,0.00038468483,0.000113067275,0.0008545809,0.004970228,0.005034771,0.0021044114,0.000063292006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010429235,0.0009335701,0.03539987,0.0010915003,0.0056657065,0.000032421638,0.004731461,0.00072376116,0.0068942825,0.8990142,0.02483546,0.019634895],"study_design_scores_gemma":[0.0019058217,0.00058420765,0.45386347,0.0011590767,0.0005010607,0.00022433928,0.0024242362,0.00015901375,0.0007177157,0.13770409,0.3986057,0.0021512571],"about_ca_topic_score_codex":0.00010635097,"about_ca_topic_score_gemma":0.00014415571,"teacher_disagreement_score":0.76131004,"about_ca_system_score_codex":0.00007341582,"about_ca_system_score_gemma":0.000030733056,"threshold_uncertainty_score":0.99967283},"labels":[],"label_agreement":null},{"id":"W1937659934","doi":"10.31269/triplec.v12i1.530","title":"Veblen 2.0: Neoliberal Games of Social Capital and the Attention Economy as Conspicuous Consumption","year":2014,"lang":"en","type":"article","venue":"tripleC Communication Capitalism & Critique Open Access Journal for a Global Sustainable Information Society","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Veblen good; Neoliberalism (international relations); Ideology; Sociology; Conspicuous consumption; Political economy; Social capital; Context (archaeology); Consumption (sociology); Economics; Economic system; Neoclassical economics; Political science; Institutional economics; Social science; Law","score_opus":0.021911450061561442,"score_gpt":0.3340537868515625,"score_spread":0.3121423367900011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1937659934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89424825,0.0007048778,0.010442803,0.028980779,0.00037549733,0.0036530562,0.00004175332,0.000108916465,0.061444063],"genre_scores_gemma":[0.99305576,0.00025483462,0.00027143682,0.0054428345,0.00017685411,0.00019622133,0.00026413557,0.000010761581,0.00032713864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99849755,0.00006072659,0.00083257665,0.00012745726,0.00016210756,0.00031956867],"domain_scores_gemma":[0.9971152,0.00018812665,0.0011753526,0.00028368534,0.0012063035,0.000031345502],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002603167,0.00019313266,0.0003568787,0.00008250834,0.001503815,0.00619858,0.0014306405,0.00013961877,0.00012354806],"category_scores_gemma":[0.00029528647,0.00016159909,0.0002465796,0.00022859182,0.0003434597,0.022402618,0.000990316,0.00025102776,0.00001643342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002524688,0.000028432436,0.0011933544,0.0003641878,0.000069757116,1.4160386e-7,0.0018066237,0.00004343763,4.950084e-7,0.9784543,0.014298772,0.0034880375],"study_design_scores_gemma":[0.0072245477,0.000029156387,0.0075923433,0.00006366037,0.00014490855,0.000048016238,0.01908183,0.007724602,0.000008552637,0.7503139,0.20742792,0.00034061176],"about_ca_topic_score_codex":0.003182301,"about_ca_topic_score_gemma":0.00005924003,"teacher_disagreement_score":0.22814043,"about_ca_system_score_codex":0.00018668875,"about_ca_system_score_gemma":0.000118846794,"threshold_uncertainty_score":0.9997961},"labels":[],"label_agreement":null},{"id":"W1963782048","doi":"10.1111/j.1468-0270.2003.00441.x","title":"REGULATORY CAPTURE, PROPERTY RIGHTS AND TAXI DEREGULATION: A CASE STUDY","year":2003,"lang":"en","type":"article","venue":"Economic Affairs","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Deregulation; Taxis; Liberalization; Business; Property rights; High Court; Market economy; Economics; Law; Political science; Engineering; Transport engineering","score_opus":0.017063747949298064,"score_gpt":0.19821083600066539,"score_spread":0.1811470880513673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963782048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8811419,0.00005703741,0.000014467216,0.000058421334,0.0003716825,0.00037216075,0.0000011623774,0.00008180258,0.11790133],"genre_scores_gemma":[0.9974608,4.6651223e-7,0.00007367721,0.000121024226,0.00035970894,0.000028197397,0.0000049795517,0.0000178757,0.0019333034],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99916345,0.0000067390692,0.00024719446,0.00034401452,0.000038381208,0.00020021036],"domain_scores_gemma":[0.99953395,0.000021382511,0.00013954916,0.00026615022,0.000017689092,0.000021306147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003149842,0.00017108036,0.00019174698,0.000119384735,0.0002756005,0.00024524264,0.0000850449,0.00006391316,0.0007718989],"category_scores_gemma":[0.000012195359,0.00012590169,0.00004027081,0.000052988475,0.00004476976,0.001206056,0.00005313551,0.00008548762,0.0003807179],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001423832,0.0007234077,0.6531903,0.00033266065,0.0006227586,0.0026056247,0.0035186016,0.0019341296,0.000010116581,0.27579808,0.048629113,0.012492806],"study_design_scores_gemma":[0.008711593,0.000118062024,0.061218645,0.00009002755,0.00040823093,0.00362339,0.046090357,0.021152249,0.0001003963,0.080402024,0.7749877,0.0030973293],"about_ca_topic_score_codex":0.0023911938,"about_ca_topic_score_gemma":0.0028918688,"teacher_disagreement_score":0.7263586,"about_ca_system_score_codex":0.000049840834,"about_ca_system_score_gemma":0.0000222633,"threshold_uncertainty_score":0.8451752},"labels":[],"label_agreement":null},{"id":"W1997321313","doi":"10.1016/j.jbusres.2013.10.001","title":"You are what you can access: Sharing and collaborative consumption online","year":2013,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2907,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Popularity; Sharing economy; Possession (linguistics); Consumption (sociology); Phenomenon; The Internet; Marketing; Business; Internet privacy; Computer science; Sociology; World Wide Web; Political science; Law","score_opus":0.13710750191072577,"score_gpt":0.35263318066777166,"score_spread":0.2155256787570459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997321313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910962,0.0011172795,0.000035005593,0.0065272567,0.00042311096,0.0002603512,0.0000037630919,0.000016196393,0.0005208365],"genre_scores_gemma":[0.9952137,0.0020695855,0.00011562774,0.00047583223,0.001737974,0.0000125411625,0.000018686984,0.000025241756,0.0003308518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850273,0.000014575546,0.00043664075,0.0002172759,0.00046957078,0.00035919648],"domain_scores_gemma":[0.9960956,0.0000986333,0.0004722148,0.00017907262,0.0031095964,0.000044884582],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001115893,0.00014538957,0.00029946567,0.0008508035,0.0002975827,0.0040966207,0.00050717284,0.000092105285,0.0006736603],"category_scores_gemma":[0.00052032643,0.00011345387,0.000038144124,0.0010767576,0.00013256959,0.010852819,0.00045941296,0.000485681,0.00009579946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020155206,0.00022198589,0.9371124,0.00082299544,0.000121420424,0.00009640391,0.00021817713,0.00023606389,0.0004051893,0.00083060074,0.007479334,0.05225389],"study_design_scores_gemma":[0.0012629232,0.00002417236,0.9621333,0.0011107901,0.00003157425,0.00004427051,0.0037510064,0.004061944,0.00007689466,0.008027887,0.019200243,0.00027499892],"about_ca_topic_score_codex":0.00074929366,"about_ca_topic_score_gemma":0.00035915172,"teacher_disagreement_score":0.051978894,"about_ca_system_score_codex":0.000070302915,"about_ca_system_score_gemma":0.00008624547,"threshold_uncertainty_score":0.9969372},"labels":[],"label_agreement":null},{"id":"W1998587035","doi":"10.1057/palgrave.jit.2000096","title":"The Ultimate Bluff: A Case Study of Partygaming.Com","year":2007,"lang":"en","type":"article","venue":"Journal of Information Technology","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; License; Revenue; Child pornography; Stock exchange; Business; Law; Economics; Finance; Political science","score_opus":0.012198338259893405,"score_gpt":0.2344780104859379,"score_spread":0.22227967222604447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998587035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99371797,0.00002660446,0.0032652123,0.0003859272,0.00027859572,0.00011664041,2.6404467e-7,0.000030309026,0.0021784818],"genre_scores_gemma":[0.99950624,0.0000056504336,0.00024556415,0.00014351212,0.00008287937,0.0000013730806,5.895933e-7,0.000002694307,0.000011492702],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989901,0.000001344781,0.00073875877,0.000026992908,0.000109686305,0.0001330812],"domain_scores_gemma":[0.99835587,0.00006151471,0.0011857339,0.00013040235,0.00026075842,0.000005725701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011437093,0.000064415086,0.00013631761,0.0006312415,0.00015935667,0.000085118394,0.00022954999,0.00006998702,0.000018054552],"category_scores_gemma":[0.00019910642,0.00004056445,0.000039052058,0.0003727453,0.000039872466,0.0019063796,0.000070193884,0.00019471384,0.000031453674],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035211068,0.00039526803,0.14245674,0.00018128313,0.0002948244,0.00063712435,0.0025961227,0.00046474295,0.00006731316,0.06853888,0.003835383,0.7801802],"study_design_scores_gemma":[0.0108883,0.0012144388,0.029959518,0.00023927934,0.0003599564,0.014363771,0.35048005,0.013139664,0.003258814,0.057722982,0.51751465,0.0008586008],"about_ca_topic_score_codex":0.0000630978,"about_ca_topic_score_gemma":0.00008617197,"teacher_disagreement_score":0.7793216,"about_ca_system_score_codex":0.000016398028,"about_ca_system_score_gemma":0.0000117524305,"threshold_uncertainty_score":0.16541702},"labels":[],"label_agreement":null},{"id":"W2001718223","doi":"10.1007/s10796-008-9087-2","title":"Towards ubiquitous tourist service coordination and process integration: A collaborative travel agent system architecture with semantic web services","year":2008,"lang":"en","type":"article","venue":"Information Systems Frontiers","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":67,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"National Natural Science Foundation of China","keywords":"Computer science; World Wide Web; Service (business); The Internet; Tourism; Web service; Ontology; Knowledge management; Semantic Web; Business","score_opus":0.0076263936059802325,"score_gpt":0.1839141665359081,"score_spread":0.1762877729299279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001718223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9126078,0.00029285235,0.043003213,0.00084891735,0.001617271,0.0020481162,0.000061601786,0.00047447247,0.039045766],"genre_scores_gemma":[0.99836576,0.0000065830163,0.00022909105,0.00056045665,0.0003593387,0.00014118341,0.0002289703,0.000015008901,0.000093635084],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99874294,0.0000103776,0.00052435824,0.00018268799,0.0003217907,0.00021784683],"domain_scores_gemma":[0.9985128,0.000010392435,0.0006138103,0.00016464385,0.0006678512,0.000030470414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002738793,0.00024914593,0.00031985968,0.0003879432,0.00041829416,0.0006749699,0.00018498606,0.0001147377,0.0000053617077],"category_scores_gemma":[0.000010668334,0.0001907643,0.000027150869,0.00070309744,0.000039737162,0.0048520113,0.00003442662,0.0001348843,0.000063589774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054329955,0.00054140756,0.2291892,0.12103875,0.0033221305,0.00034818813,0.2905491,0.110844485,0.00031854896,0.07705511,0.08903895,0.07232115],"study_design_scores_gemma":[0.004432695,0.00011245836,0.016027967,0.0021832867,0.00022917606,0.0005520775,0.22204821,0.6589599,0.00014587244,0.00017734958,0.0937169,0.001414076],"about_ca_topic_score_codex":0.0008767643,"about_ca_topic_score_gemma":0.00022157504,"teacher_disagreement_score":0.54811543,"about_ca_system_score_codex":0.00009606689,"about_ca_system_score_gemma":0.00009721545,"threshold_uncertainty_score":0.7779142},"labels":[],"label_agreement":null},{"id":"W2010027370","doi":"10.4000/communication.5074","title":"Confiance numérique","year":2013,"lang":"fr","type":"article","venue":"Communication","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Normative; Philosophy; Law","score_opus":0.025010753556368608,"score_gpt":0.2207128249165054,"score_spread":0.1957020713601368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010027370","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13387138,0.1035286,0.0012031054,0.108117506,0.0019163396,0.0009792553,0.0000044170624,0.00026691976,0.6501125],"genre_scores_gemma":[0.9721451,0.0022558612,0.00061161263,0.0030807124,0.00042831336,0.00007775501,0.00011266342,0.000019864625,0.02126815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936545,0.000012901285,0.00022882386,0.00013538857,0.000054580087,0.00020283357],"domain_scores_gemma":[0.9987363,0.00008119894,0.00019422003,0.0007948136,0.00018052716,0.000012943522],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024599317,0.000120013305,0.00012304971,0.00006234225,0.0002234364,0.00059106865,0.0005553855,0.0001217225,0.010736963],"category_scores_gemma":[0.00008301111,0.00013116507,0.000049042395,0.00016780691,0.00009551568,0.0033533254,0.00024987807,0.00022529253,0.018725736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007567824,0.00016276196,0.03853348,0.00048813433,0.000051531984,8.7428236e-7,0.00030822185,0.000071798284,0.000073858035,0.31315053,0.4803378,0.16681346],"study_design_scores_gemma":[0.00020613115,0.0000029305588,0.025741009,0.00024551238,0.0000094847555,0.0000018305509,0.0002713505,0.010735838,0.000034202712,0.061987367,0.9005724,0.00019190846],"about_ca_topic_score_codex":0.0031752738,"about_ca_topic_score_gemma":0.00019477119,"teacher_disagreement_score":0.8382737,"about_ca_system_score_codex":0.00003520636,"about_ca_system_score_gemma":0.000013780493,"threshold_uncertainty_score":0.9901674},"labels":[],"label_agreement":null},{"id":"W2013624861","doi":"10.1177/0010880404273935","title":"Persons with Disabilities","year":2005,"lang":"en","type":"article","venue":"Cornell Hotel and Restaurant Administration Quarterly","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Business; Work (physics); Exploratory research; Marketing; Public relations; Psychology; Sociology; Political science","score_opus":0.023422200954222934,"score_gpt":0.21061019714536636,"score_spread":0.18718799619114343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013624861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839126,0.000056690456,0.00043748665,0.0007563704,0.000088264234,0.00015193793,0.0000053807817,0.000104326165,0.014486963],"genre_scores_gemma":[0.99767077,0.0000036919153,0.00011913825,0.00045298546,0.00074405107,0.000014283049,0.00003880319,0.0000122923775,0.0009439803],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99929726,0.0000028594832,0.00018326871,0.00024321629,0.000085187065,0.00018822773],"domain_scores_gemma":[0.9996583,0.00004483387,0.00008785236,0.00015067327,0.00003616832,0.000022211614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010561881,0.00014906771,0.00012931708,0.000064578766,0.0001796061,0.00039240983,0.00008264972,0.000054605025,0.00022798666],"category_scores_gemma":[0.000009702927,0.00010902481,0.00003397772,0.000090268666,0.00011032709,0.0012154576,0.0000073700085,0.000092479415,0.00014935639],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00283681,0.0010881581,0.3740681,0.0013539935,0.00022910243,0.00012778101,0.009609976,0.00027876336,0.00068341894,0.14866342,0.011861022,0.44919944],"study_design_scores_gemma":[0.0083908355,0.003214127,0.51350385,0.00050159305,0.00047672514,0.00051952974,0.08277244,0.049570303,0.000664299,0.038653873,0.2974281,0.0043043434],"about_ca_topic_score_codex":0.000061795625,"about_ca_topic_score_gemma":0.0006816879,"teacher_disagreement_score":0.44489512,"about_ca_system_score_codex":0.000009396603,"about_ca_system_score_gemma":0.000021932621,"threshold_uncertainty_score":0.44459027},"labels":[],"label_agreement":null},{"id":"W2020639917","doi":"10.1177/082957350201700206","title":"Test Review: The Dominic Interactive","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of School Psychology","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Test (biology); Clinical psychology; Developmental psychology","score_opus":0.04730625915015756,"score_gpt":0.26972213748469737,"score_spread":0.2224158783345398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020639917","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11288204,0.05829632,0.00008974895,0.21308859,0.00882162,0.0006003026,0.000011735935,0.0000330791,0.60617656],"genre_scores_gemma":[0.90134424,0.0010069334,0.000024135648,0.09496376,0.0020216682,0.000003595692,0.0000016540382,0.00001309799,0.00062094646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925506,0.0000071181084,0.00035132573,0.00010195792,0.000053717467,0.00023080074],"domain_scores_gemma":[0.9991298,0.000090444184,0.00036455586,0.00020490706,0.00013626604,0.00007405452],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045930356,0.000095370866,0.00018483051,0.00023795084,0.00013278682,0.00011992397,0.00045847645,0.00005256051,0.012298084],"category_scores_gemma":[0.00082913676,0.00006377625,0.00009932216,0.00022519163,0.000068265115,0.0007742882,0.000011808104,0.00043425366,0.0028798815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005701659,0.000011337057,0.028068678,0.000028217613,0.00002902548,0.00007783196,0.000020336292,0.0000013664971,0.0000027925619,0.00029610645,0.9569699,0.014488698],"study_design_scores_gemma":[0.00033307626,0.000020704214,0.035337467,0.00024417933,0.000038192324,0.00018349657,0.000051133105,0.000028240107,6.327007e-7,0.0017780778,0.96189505,0.000089766814],"about_ca_topic_score_codex":0.00064109877,"about_ca_topic_score_gemma":0.003976561,"teacher_disagreement_score":0.78846216,"about_ca_system_score_codex":0.00003855127,"about_ca_system_score_gemma":0.00004430827,"threshold_uncertainty_score":0.9978965},"labels":[],"label_agreement":null},{"id":"W2025656170","doi":"10.1007/s00267-006-0185-y","title":"Emerging Governance Approaches for Tourism in the Protected Areas of China","year":2007,"lang":"en","type":"article","venue":"Environmental Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Corporate governance; Tourism; Business; Incentive; China; Government (linguistics); Principal–agent problem; Property rights; Portfolio; Industrial organization; Finance; Economics; Market economy; Political science","score_opus":0.014480593277805197,"score_gpt":0.18238769741165278,"score_spread":0.16790710413384757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025656170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94559073,0.00011642866,0.0040890374,0.00043510372,0.00014709434,0.0016220718,0.000004731713,0.000028562044,0.047966234],"genre_scores_gemma":[0.9984301,0.000012261404,0.0005513595,0.00028990596,0.0001938696,0.000114773204,0.00003154735,0.000013625102,0.00036261097],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991369,0.000002627421,0.00024959393,0.00020706221,0.00016321638,0.00024054988],"domain_scores_gemma":[0.999586,0.00002076049,0.00017669552,0.00021043976,0.0000011325475,0.000005000024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006573078,0.00012653509,0.00011495881,0.000082852246,0.00008512638,0.000041483374,0.00028802274,0.000030990992,0.00009953989],"category_scores_gemma":[0.0000063091675,0.00009822216,0.00006286829,0.00013231307,0.00003522957,0.00036331426,0.0001319476,0.000078860176,0.000027868062],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005375143,0.0014985834,0.17668213,0.0015232818,0.0002463142,0.00010111882,0.00095633796,0.0025146212,0.00022307943,0.24416372,0.003368584,0.56818473],"study_design_scores_gemma":[0.0007926834,0.000014727481,0.9285104,0.0000432122,0.000032126078,9.168559e-7,0.0012604967,0.0019901257,0.00015624586,0.0057689184,0.061236005,0.00019411488],"about_ca_topic_score_codex":0.00007583288,"about_ca_topic_score_gemma":0.000028093877,"teacher_disagreement_score":0.7518283,"about_ca_system_score_codex":0.000038718565,"about_ca_system_score_gemma":8.467479e-7,"threshold_uncertainty_score":0.40053836},"labels":[],"label_agreement":null},{"id":"W2053184511","doi":"10.1108/17554211311314137","title":"Trends in hotel investment and financial management in Canada","year":2013,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Golder Associates (Canada); George Brown College; Algonquin College; Niagara College","funders":"","keywords":"Hospitality industry; Finance; Tourism; Context (archaeology); Revenue; Marketing; Business; Hospitality management studies; Hospitality; Investment (military); Political science","score_opus":0.008090577558110962,"score_gpt":0.18100051784977683,"score_spread":0.17290994029166587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053184511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96203476,0.00030997494,0.0000023220061,0.001357887,0.00014558043,0.00019192683,0.0000017105909,0.000016846036,0.035938967],"genre_scores_gemma":[0.9959209,0.00005608466,0.00007724666,0.0031999203,0.0001283344,0.000054024487,0.000012182726,0.000008376053,0.0005429621],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991163,0.0000043381438,0.00024653017,0.000262746,0.00009505006,0.00027505468],"domain_scores_gemma":[0.99973816,0.000021372787,0.00007049407,0.00013930572,0.000009983668,0.000020711126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014821926,0.00015590286,0.00019412232,0.00027845684,0.00006127536,0.00014849381,0.000107576176,0.000036643534,0.00019402087],"category_scores_gemma":[0.000011374247,0.00014088042,0.000021034566,0.00028220378,0.00003300754,0.00069908967,0.00015466301,0.000116439616,0.000011094601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017201535,0.00007070785,0.7580676,0.00014464244,0.000019451687,0.00008466666,0.00019943397,0.000020209312,0.0000010316886,0.04707127,0.009031811,0.18527193],"study_design_scores_gemma":[0.00051320164,0.000004061034,0.9228249,0.000042827745,0.000008181811,5.967558e-7,0.0005204253,0.00037912728,0.0000038492594,0.061411023,0.014085622,0.00020614873],"about_ca_topic_score_codex":0.77552116,"about_ca_topic_score_gemma":0.7313866,"teacher_disagreement_score":0.18506579,"about_ca_system_score_codex":0.00007293892,"about_ca_system_score_gemma":0.00002103514,"threshold_uncertainty_score":0.5744937},"labels":[],"label_agreement":null},{"id":"W2102741054","doi":"10.1002/cjas.136","title":"The impact of e‐information on residential real estate services: transaction costs, social embeddedness, and market conditions","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta; Toronto Metropolitan University","funders":"","keywords":"Disintermediation; Real estate; Embeddedness; Business; Database transaction; Transaction cost; Value (mathematics); Cost approach; Industrial organization; Marketing; Real estate development; Finance; Computer science","score_opus":0.03964727288515489,"score_gpt":0.29834834945577626,"score_spread":0.25870107657062136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102741054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653238,0.000006656335,0.000048181388,0.0005396372,0.00049559044,0.00014303937,0.00006568306,0.00000589175,0.033371486],"genre_scores_gemma":[0.99936235,0.000023029517,0.00018880023,0.00007136863,0.00030404798,0.000004281148,0.0000131829465,0.0000043062705,0.000028645583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986944,0.000027085438,0.0005050118,0.00017022455,0.00015864724,0.00044463424],"domain_scores_gemma":[0.99843454,0.00015834994,0.0007793368,0.00008834452,0.00036216047,0.0001772616],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020947799,0.00015635432,0.00017808977,0.00045055975,0.0024916292,0.0012567027,0.0004837367,0.00008646753,0.00015149666],"category_scores_gemma":[0.0002214189,0.00011658553,0.00010183238,0.0006815182,0.0024824883,0.003810865,0.000007783258,0.00025277128,0.0000030504657],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014559218,0.00022606413,0.28199828,0.00085474347,0.00035050817,0.00030460855,0.045063753,0.0029629918,0.0042823344,0.5623848,0.004819936,0.09529608],"study_design_scores_gemma":[0.0010896245,0.0032862825,0.8607624,0.0003582399,0.00014380626,0.0010042759,0.049780037,0.022365784,0.0007224882,0.05487942,0.0048094075,0.00079822814],"about_ca_topic_score_codex":0.05405215,"about_ca_topic_score_gemma":0.7087236,"teacher_disagreement_score":0.6546715,"about_ca_system_score_codex":0.00024516735,"about_ca_system_score_gemma":0.0025043588,"threshold_uncertainty_score":0.99978006},"labels":[],"label_agreement":null},{"id":"W2102770234","doi":"10.1108/09590550310476060","title":"Kiosks in retailing: the quiet revolution","year":2003,"lang":"en","type":"article","venue":"International Journal of Retail & Distribution Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interactive kiosk; Advertising; Business; Service (business); Service delivery framework; World Wide Web; Computer science; Marketing","score_opus":0.02017172620691457,"score_gpt":0.23271704737864873,"score_spread":0.21254532117173416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102770234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7877728,0.0010838906,0.04493192,0.014287158,0.010205058,0.00081443216,0.000030362444,0.00009413636,0.14078029],"genre_scores_gemma":[0.99825495,0.00010870137,0.00010881504,0.0006078588,0.00043647332,0.000006076872,0.000060040442,0.000007365115,0.00040970254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986786,0.00001667056,0.00055640057,0.00013624555,0.00043335336,0.00017867655],"domain_scores_gemma":[0.9989679,0.00003355813,0.0005309008,0.00014651449,0.00030916094,0.000011980027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013891249,0.00011882587,0.00013924023,0.00021601148,0.000082034065,0.0002498537,0.0005059485,0.00004582431,0.00037474345],"category_scores_gemma":[0.00019817526,0.00008823046,0.00013410767,0.0002710742,0.000038701586,0.0010268433,0.00008814088,0.00021907598,0.000113455695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019660863,0.00018526855,0.10283662,0.000053245483,0.00028548448,0.00015992002,0.00003765404,0.0018277501,0.000020044003,0.8552338,0.017695762,0.021467866],"study_design_scores_gemma":[0.0011442922,0.000013308439,0.06632567,0.00013517818,0.00006404037,0.000040909916,0.00043748107,0.0013957829,0.000055645476,0.025251651,0.9049677,0.00016830892],"about_ca_topic_score_codex":0.000037794533,"about_ca_topic_score_gemma":0.00003525079,"teacher_disagreement_score":0.88727194,"about_ca_system_score_codex":0.00021267618,"about_ca_system_score_gemma":0.000020835665,"threshold_uncertainty_score":0.4103178},"labels":[],"label_agreement":null},{"id":"W2127084276","doi":"10.1023/a:1011587932113","title":"Ensuring the Success of Contract Formation in Agent-Mediated Electronic Commerce","year":2001,"lang":"en","type":"article","venue":"Electronic Commerce Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Novelty; Doctrine; Order (exchange); Legislation; Computer science; Intelligent agent; Business; Software agent; Risk analysis (engineering); Law; Knowledge management; Computer security; Political science; Artificial intelligence","score_opus":0.059168418512216055,"score_gpt":0.3147664215498528,"score_spread":0.25559800303763675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127084276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751594,0.00086505763,0.00008581098,0.0032161786,0.000054521934,0.0005670988,0.0000013563616,0.000054189153,0.019996397],"genre_scores_gemma":[0.9981142,0.0007062794,0.0000011562378,0.0004956479,0.00023455819,0.00006401449,0.00007177903,0.0000262409,0.00028611018],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972425,0.000086080436,0.0004744142,0.0002589565,0.00046458832,0.0014734456],"domain_scores_gemma":[0.9984606,0.00072430284,0.00017771692,0.00044701362,0.00017055636,0.000019801359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038223444,0.0001787636,0.00027464918,0.00054503593,0.00035099988,0.00021325286,0.0008235641,0.0001043512,0.0004930861],"category_scores_gemma":[0.0002704369,0.00014201876,0.00008533607,0.0014501074,0.00010652981,0.0012810752,0.00024328264,0.0013357025,0.00024369967],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016899351,0.0011822546,0.5893819,0.0007688321,0.0003122273,0.00006238291,0.0015117154,0.00128098,0.004638998,0.230726,0.0072759776,0.16116881],"study_design_scores_gemma":[0.0039089555,0.00019313717,0.36087427,0.00025848343,0.000035100195,0.000050871204,0.0013939088,0.0739027,0.00081075117,0.01618493,0.541652,0.00073486776],"about_ca_topic_score_codex":0.004483751,"about_ca_topic_score_gemma":0.008497861,"teacher_disagreement_score":0.5343761,"about_ca_system_score_codex":0.00037266448,"about_ca_system_score_gemma":0.000120026205,"threshold_uncertainty_score":0.677812},"labels":[],"label_agreement":null},{"id":"W2129562889","doi":"10.1177/1086026614546199","title":"Ride On! Mobility Business Models for the Sharing Economy","year":2014,"lang":"en","type":"article","venue":"Organization & Environment","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sharing economy; Popularity; Context (archaeology); Business model; Business; Agency (philosophy); Public good; Private good; Population; Industrial organization; Public economics; Microeconomics; Economics; Marketing; Computer science; Political science; Geography; Sociology","score_opus":0.01734134500532212,"score_gpt":0.1715983309596722,"score_spread":0.15425698595435008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129562889","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.293411,0.000030412164,0.6749883,0.0047838376,0.0006134525,0.0013737185,0.0000066796683,0.00024093926,0.024551677],"genre_scores_gemma":[0.9959319,0.000009779692,0.00014985092,0.0027212088,0.0006721558,0.000050835595,0.00008073543,0.00003278788,0.00035070963],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992887,0.0000017807679,0.00018719988,0.00029218348,0.0000677491,0.00016242742],"domain_scores_gemma":[0.99939615,0.00007201947,0.00012376283,0.00036465217,0.000034263463,0.000009183064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032760052,0.00012791423,0.00010713765,0.00004615946,0.00031189513,0.00021918968,0.00025057796,0.00004454173,0.00075065007],"category_scores_gemma":[0.00007353783,0.00009749846,0.000029321882,0.00012947638,0.00002698606,0.00073516,0.00012881447,0.00005276034,0.0005526496],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003190416,0.00021608829,0.03851735,0.0001410565,0.000055306842,2.5036752e-7,0.00008200215,0.59608626,0.00007864147,0.35163388,0.0024850871,0.010672195],"study_design_scores_gemma":[0.0008354106,0.000010934507,0.06262822,0.000020149084,0.00007385756,7.438938e-7,0.00006561083,0.4516791,0.00041897557,0.067078836,0.41679105,0.00039710343],"about_ca_topic_score_codex":0.00003833238,"about_ca_topic_score_gemma":0.0000043671675,"teacher_disagreement_score":0.70252097,"about_ca_system_score_codex":0.000055221804,"about_ca_system_score_gemma":0.000004560924,"threshold_uncertainty_score":0.8219092},"labels":[],"label_agreement":null},{"id":"W2144555213","doi":"10.5539/ass.v6n6p115","title":"Research on Personal Financial Product Innovation in Commercial Banks of China","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Financial services; Business; Finance; Product (mathematics); Financial innovation; Service (business); Financial system; Financial crisis; Product innovation; Financial market; Economics; Marketing","score_opus":0.05059713541215792,"score_gpt":0.3207980189325339,"score_spread":0.27020088352037597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144555213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7221295,5.162322e-7,0.0000023756488,0.0011917283,0.00033763528,0.00009024241,9.160917e-7,0.000009492374,0.2762376],"genre_scores_gemma":[0.99813914,1.1605128e-7,0.000025842732,0.00024979675,0.0015190459,0.000006283444,0.000003988827,0.0000036882932,0.00005209525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99896586,0.000004091602,0.00017285097,0.0002182553,0.0003626529,0.00027626674],"domain_scores_gemma":[0.9996422,0.000014716147,0.00009282391,0.00008423944,0.00016034926,0.000005670715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025427071,0.000058510937,0.0000893978,0.000560308,0.00046020528,0.00012909311,0.00033637552,0.000052304033,0.0001315722],"category_scores_gemma":[0.00050021196,0.000054913562,0.000018130277,0.0030480651,0.0004502275,0.0009384636,0.00010068061,0.00042862401,0.00005563296],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033733795,0.000079870224,0.04277342,0.000022312948,6.736229e-7,0.0000013817785,0.0009271786,2.3784436e-7,0.0019161531,0.5283689,0.00108363,0.4247925],"study_design_scores_gemma":[0.00013559569,0.000007498785,0.98522544,0.00001157322,6.494471e-7,1.7395341e-7,0.00013421489,0.000044280274,0.00033335673,0.008866608,0.0051708873,0.00006973385],"about_ca_topic_score_codex":0.0005009876,"about_ca_topic_score_gemma":0.00043732856,"teacher_disagreement_score":0.942452,"about_ca_system_score_codex":0.000029293287,"about_ca_system_score_gemma":0.00014270496,"threshold_uncertainty_score":0.35395736},"labels":[],"label_agreement":null},{"id":"W2155604964","doi":"10.2139/ssrn.2535345","title":"The Sharing Economy and Consumer Protection Regulation: The Case for Policy Change","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":294,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Institute","funders":"","keywords":"Sharing economy; Business; Consumer protection; Industrial organization; Market economy; Economics; Commerce; Political science; Law","score_opus":0.02684732644097951,"score_gpt":0.22877954936930367,"score_spread":0.20193222292832416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155604964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8637234,0.0034321407,0.028851962,0.081039004,0.0012749231,0.0030183971,0.000001955884,0.00017948514,0.018478729],"genre_scores_gemma":[0.99423474,0.000110689696,0.000006293029,0.00068386743,0.004363864,0.00007841689,0.0000015804618,0.00001261175,0.00050791533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99900496,0.000005225888,0.00015347051,0.00011968771,0.000032039323,0.0006846132],"domain_scores_gemma":[0.99956816,0.00006177028,0.00018314848,0.00012414482,0.000054491557,0.0000082850565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019127976,0.00008862115,0.00007341681,0.00007472315,0.0012843688,0.00058306975,0.00014259858,0.00003657542,0.0000075947023],"category_scores_gemma":[0.0000864738,0.000051314386,0.00004692902,0.000088749795,0.000041138323,0.00082343305,0.000048861693,0.0003876299,0.00001531023],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026828822,0.0000032832934,0.0010562155,0.000014551617,0.000038300495,4.748806e-7,0.000024721525,0.000007268098,0.0000019667536,0.8359981,0.00008121479,0.16274707],"study_design_scores_gemma":[0.00036946184,0.000018359415,0.0006246341,0.000008883024,0.000025480995,0.00072214694,0.00025925707,0.013862366,0.0000034708555,0.7584233,0.22559416,0.00008846841],"about_ca_topic_score_codex":0.00061049435,"about_ca_topic_score_gemma":0.0025537945,"teacher_disagreement_score":0.22551295,"about_ca_system_score_codex":0.00011154345,"about_ca_system_score_gemma":0.000073373565,"threshold_uncertainty_score":0.9878456},"labels":[],"label_agreement":null},{"id":"W2162049359","doi":"10.1177/0002716206298483","title":"Why Not Share Rather Than Own?","year":2007,"lang":"en","type":"article","venue":"The Annals of the American Academy of Political and Social Science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":808,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sharing economy; Incentive; Business; Commerce; Intellectual property; Battle; The Internet; Distribution (mathematics); Commodity; Outsourcing; Information good; Industrial organization; Internet privacy; Law and economics; Marketing; Economics; Microeconomics; Computer science; Law; Political science; World Wide Web; Finance","score_opus":0.09499651430562821,"score_gpt":0.34791972189942333,"score_spread":0.2529232075937951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162049359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93284214,0.000013850954,0.000013003664,0.050496005,0.000039126007,0.000072010975,0.000006057823,0.00001180813,0.016506009],"genre_scores_gemma":[0.9486569,0.0000030969356,0.000008799342,0.050841197,0.00040007423,8.770168e-7,1.932832e-7,0.000003938579,0.00008491166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989571,0.000007015108,0.00019197472,0.00013925644,0.00027254727,0.00043210908],"domain_scores_gemma":[0.99948776,0.00010857469,0.0002461444,0.00008332386,0.00005024833,0.000023971803],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012707801,0.000080996055,0.0001751458,0.00006281786,0.0003777529,0.000053462132,0.00071965135,0.000027478347,0.00003490847],"category_scores_gemma":[0.00014459444,0.000043031912,0.00008455147,0.0004939038,0.0029898144,0.00037990225,0.00032361102,0.00014884627,0.000008349587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039019375,0.000020667672,0.0071158777,0.00002004941,0.000008896655,1.2924644e-7,0.00016140779,4.033145e-7,0.000769482,0.9848983,0.0011022876,0.0058634793],"study_design_scores_gemma":[0.000110125395,0.000016770362,0.8667482,0.000027115613,0.000022602813,0.0000013707898,0.0014475659,0.00010335816,0.0076592336,0.09745947,0.026240777,0.00016336126],"about_ca_topic_score_codex":0.0011642196,"about_ca_topic_score_gemma":0.000008983994,"teacher_disagreement_score":0.88743883,"about_ca_system_score_codex":0.000005809917,"about_ca_system_score_gemma":0.000014456879,"threshold_uncertainty_score":0.9997235},"labels":[],"label_agreement":null},{"id":"W2168421469","doi":"10.1080/15332861.2013.763691","title":"Role of Consumer Associations in the Governance of E-commerce Consumer Protection","year":2013,"lang":"en","type":"article","venue":"Journal of Internet Commerce","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Corporate governance; Beijing; Business; Government (linguistics); Marketing; Survey data collection; China; Public relations; Political science; Finance","score_opus":0.022725509248594677,"score_gpt":0.22519029549087438,"score_spread":0.2024647862422797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168421469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987857,0.00027468524,0.0000988667,0.0012638187,0.00016933828,0.00020290895,0.000002598369,0.0000044063486,0.010126372],"genre_scores_gemma":[0.99886554,0.000031687374,0.000048144528,0.0007824746,0.00011861969,0.0000073378674,0.0000020988473,0.000007356973,0.00013675602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901605,0.00002040804,0.0006068492,0.00006433901,0.00017523409,0.00011709832],"domain_scores_gemma":[0.9981852,0.00014729683,0.0012606147,0.00013471965,0.00026528005,0.0000068979393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006084442,0.000090795584,0.00024996646,0.00011620711,0.000025071695,0.000070545764,0.00037903886,0.000057045883,0.00035655545],"category_scores_gemma":[0.00023176073,0.00006292475,0.000107888474,0.00018814637,0.00004702858,0.00093037257,0.00005691074,0.00029444,0.000061638915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012495265,0.0005302131,0.9018282,0.00018872501,0.00025037085,0.000002820031,0.0013398275,0.00011338063,0.0023386935,0.014367546,0.039265633,0.0396496],"study_design_scores_gemma":[0.00082173623,0.000043974964,0.9381304,0.00030110846,0.000053214393,0.0000165775,0.0010908264,0.0021230213,0.00061054586,0.0034081698,0.05326407,0.00013634675],"about_ca_topic_score_codex":0.00459566,"about_ca_topic_score_gemma":0.00033458008,"teacher_disagreement_score":0.039513253,"about_ca_system_score_codex":0.000031321088,"about_ca_system_score_gemma":0.000016132713,"threshold_uncertainty_score":0.6947294},"labels":[],"label_agreement":null},{"id":"W2172056960","doi":"10.1080/02614360500344371","title":"Home‐based Work and Leisure Spaces: Settee or Work‐Station?","year":2006,"lang":"en","type":"article","venue":"Leisure Studies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Work (physics); Sociology; Space (punctuation); Relation (database); Sociology of leisure; Matrix (chemical analysis); Leisure studies; Social psychology; Psychology; Social science; Geography; Computer science; Tourism; Engineering","score_opus":0.03489529108903637,"score_gpt":0.24854184087798284,"score_spread":0.21364654978894648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172056960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98657626,0.00213972,0.00011868015,0.004099695,0.000531129,0.00031397725,0.0000059412314,0.00025351194,0.005961062],"genre_scores_gemma":[0.99588424,0.000031011157,0.00035040436,0.0005133613,0.0011184176,0.000042262913,0.000038799775,0.000024915258,0.0019965987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990425,0.00000483316,0.00022919152,0.00029787794,0.00013655463,0.0002890093],"domain_scores_gemma":[0.9994202,0.00015041894,0.00014940505,0.00016603636,0.00010507934,0.000008827676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002259791,0.00022584558,0.0003276137,0.00014082612,0.0003389927,0.00033041846,0.0001110189,0.00007057549,0.00010987554],"category_scores_gemma":[0.00005182463,0.00016332293,0.00005221527,0.00049537816,0.00009677573,0.00065024063,0.00009854403,0.00012576446,0.00011147382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010038909,0.000033185275,0.9547587,0.00023782007,0.00008473108,0.000017695069,0.000071480936,0.00022453869,8.0798895e-7,0.0038427913,0.037822563,0.0028053224],"study_design_scores_gemma":[0.0010855868,0.000015579368,0.6198113,0.00021423565,0.000114571594,9.616166e-7,0.0006823764,0.00010166923,0.00000958124,0.0054549742,0.3720219,0.00048726363],"about_ca_topic_score_codex":0.00013218049,"about_ca_topic_score_gemma":0.0006735019,"teacher_disagreement_score":0.33494738,"about_ca_system_score_codex":0.000022211465,"about_ca_system_score_gemma":0.0000149018015,"threshold_uncertainty_score":0.6660116},"labels":[],"label_agreement":null},{"id":"W2182956054","doi":"10.29173/irie218","title":"Qualities of Sharing and their Transformations in the Digital Age","year":2011,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Order (exchange); Object (grammar); Computer science; Social exchange theory; Function (biology); Knowledge management; Information sharing; Social relationship; Sociology; World Wide Web; Business; Social psychology; Psychology; Social science; Artificial intelligence","score_opus":0.1054143235809467,"score_gpt":0.2861388545217149,"score_spread":0.18072453094076818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182956054","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18001455,0.0017398784,0.0023651933,0.0107026445,0.00033449917,0.00073417113,0.00006082645,0.000033814533,0.80401444],"genre_scores_gemma":[0.9931769,0.0018689502,0.000023551409,0.0048089493,0.000031325035,0.000011534587,0.00006444651,0.0000017690054,0.0000125875695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999309,0.0000044739213,0.00045310037,0.000028793878,0.00015546083,0.000049178696],"domain_scores_gemma":[0.99931383,0.00016877487,0.00028529906,0.000106693464,0.00012320944,0.0000021728913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016958903,0.000055790246,0.00009512416,0.00008872643,0.00004593396,0.000092950504,0.00040140358,0.000028334105,0.00008364759],"category_scores_gemma":[0.00046321916,0.00002905585,0.00004416582,0.0001093554,0.000062692925,0.0025354556,0.000058356203,0.00016952174,0.00001615288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009473851,0.000013917881,0.0022805394,0.002668799,0.000019754598,8.5086924e-8,0.014745255,0.000008014857,5.3404335e-7,0.9678874,0.00020305662,0.012163153],"study_design_scores_gemma":[0.00096937374,0.000033203032,0.06007293,0.01302322,0.00007406125,0.000028382457,0.03820465,0.010487089,0.00016965803,0.44951195,0.42693457,0.0004909201],"about_ca_topic_score_codex":0.00016063405,"about_ca_topic_score_gemma":0.000032996093,"teacher_disagreement_score":0.8131623,"about_ca_system_score_codex":0.000005780071,"about_ca_system_score_gemma":0.000013450632,"threshold_uncertainty_score":0.1838144},"labels":[],"label_agreement":null},{"id":"W2188183198","doi":"","title":"THOUGHTS ON THE SHARING ECONOMY","year":2014,"lang":"en","type":"article","venue":"Web Based Communities","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sharing economy; Consumption (sociology); The Internet; Interpersonal communication; Production (economics); Sustainable development; Business; Economy; Industrial organization; Economic system; Computer science; Environmental economics; Economics; Microeconomics; Political science; Sociology; World Wide Web; Social science","score_opus":0.03868883127688368,"score_gpt":0.20087871163667992,"score_spread":0.16218988035979623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188183198","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42337897,0.000010185642,0.00013412803,0.0019526797,0.00022618508,0.00009803514,9.21641e-7,0.00016826448,0.57403064],"genre_scores_gemma":[0.9817428,0.0000011134946,0.00002484028,0.016573576,0.0011542146,0.000034886772,0.000027753305,0.000017115624,0.00042367048],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995141,0.0000117907375,0.00013857527,0.000090337184,0.00005599584,0.0001891956],"domain_scores_gemma":[0.9988878,0.00037832095,0.00008976425,0.0006068212,0.000031102987,0.0000062203735],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005635572,0.00013163849,0.00011758202,0.0001214601,0.00056159514,0.000547576,0.0006503622,0.000038035778,0.00063278095],"category_scores_gemma":[0.000031050036,0.00009080894,0.00006195731,0.00008931932,0.00006092077,0.00054305,0.00017168347,0.00022353268,0.000814979],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003093723,0.000049813734,0.029217394,0.00007782464,0.00002635616,7.991261e-7,0.00014925493,0.0008324194,0.0000049507817,0.9570893,0.009352848,0.003168088],"study_design_scores_gemma":[0.00032774295,0.00001012465,0.0016773711,0.0000801692,0.000012699992,3.4600654e-7,0.0007484701,0.1341771,0.00008564667,0.05386647,0.808807,0.00020684152],"about_ca_topic_score_codex":0.00035958682,"about_ca_topic_score_gemma":0.0004548031,"teacher_disagreement_score":0.90322286,"about_ca_system_score_codex":0.000013531499,"about_ca_system_score_gemma":0.000009092756,"threshold_uncertainty_score":0.999963},"labels":[],"label_agreement":null},{"id":"W2243490824","doi":"10.18666/jlr-2013-v45-i1-2941","title":"From \"Stroller-Stalker\" to \"Momancer\"","year":2013,"lang":"en","type":"article","venue":"Journal of Leisure Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Recreation; PARRY; Psychology; Sociology; Computer science; Artificial intelligence; Political science; Law","score_opus":0.08591859634471272,"score_gpt":0.3285865654251716,"score_spread":0.2426679690804589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2243490824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758803,0.00013903267,0.00013774731,0.0066342875,0.000446062,0.00020065685,0.0000018520658,0.0000144066225,0.016545601],"genre_scores_gemma":[0.9934283,0.00001259068,0.0005729703,0.00016311034,0.0050639356,0.000009658167,0.0000032213434,0.000017379729,0.0007288405],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853027,0.000012925608,0.00036774966,0.0001431182,0.0005663947,0.00037954946],"domain_scores_gemma":[0.9986815,0.00017790984,0.00017450949,0.00019762633,0.00071552035,0.000052978045],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013435432,0.00010030439,0.00024989268,0.00052035047,0.00015327214,0.0006609775,0.0005122814,0.0000716675,0.0039781453],"category_scores_gemma":[0.00019967761,0.00007453513,0.00010508473,0.0004562697,0.000033065717,0.0017681832,0.00018875663,0.00052106025,0.004220869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025366075,0.00016200118,0.45009276,0.00008975877,0.00017201486,0.00011308061,0.00020713397,0.00026894032,0.0025182727,0.0017576978,0.4703336,0.07403106],"study_design_scores_gemma":[0.0012436971,0.00010295818,0.3635143,0.00021133934,0.000020004927,0.000013582796,0.00085824146,0.00077697955,0.0004232366,0.042576447,0.5900021,0.00025709692],"about_ca_topic_score_codex":0.0023918797,"about_ca_topic_score_gemma":0.000071678536,"teacher_disagreement_score":0.119668506,"about_ca_system_score_codex":0.000055239627,"about_ca_system_score_gemma":0.00006193569,"threshold_uncertainty_score":0.9969323},"labels":[],"label_agreement":null},{"id":"W2271771994","doi":"","title":"Bots, Babes and the Californication of Commerce","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Context (archaeology); Internet privacy; Negotiation; Illusion; Friendship; Computer science; Order (exchange); E-commerce; World Wide Web; Business; Law; Political science; Psychology; Social psychology","score_opus":0.008094366185629684,"score_gpt":0.1978160699030109,"score_spread":0.18972170371738123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271771994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694034,0.0036729467,0.001628461,0.01367678,0.00010080248,0.00012588024,4.857247e-7,0.000022949971,0.0113683],"genre_scores_gemma":[0.9969797,0.0010109649,0.000019122703,0.0010080542,0.00071159576,0.0000018673773,0.0000023572966,0.0000059621834,0.00026038522],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99926126,0.000005028847,0.00017359068,0.00006142045,0.00006685622,0.0004318528],"domain_scores_gemma":[0.99965596,0.000042512333,0.00017594402,0.00008520694,0.000035831843,0.0000045629695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013965619,0.000059552716,0.000097504155,0.00005324792,0.00015281574,0.000080483595,0.00015533781,0.0000254381,0.000039598526],"category_scores_gemma":[0.00004319971,0.00003699726,0.000042140015,0.00007185092,0.000053866082,0.00051873975,0.00003734568,0.00040030386,0.000040532388],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007622003,0.000017919348,0.01256621,0.000010807705,0.00005472606,7.4929105e-8,0.00004334104,0.000048803577,0.000013090324,0.91749084,0.0004865162,0.06919144],"study_design_scores_gemma":[0.003005552,0.00002151696,0.010424708,0.000030056932,0.000121463294,0.00013343834,0.0011396738,0.006513001,0.000037373105,0.7389337,0.23942344,0.00021612148],"about_ca_topic_score_codex":0.00017980157,"about_ca_topic_score_gemma":0.0007630447,"teacher_disagreement_score":0.23893692,"about_ca_system_score_codex":0.00004437224,"about_ca_system_score_gemma":0.000062335166,"threshold_uncertainty_score":0.17391434},"labels":[],"label_agreement":null},{"id":"W2274270464","doi":"10.58079/alf3","title":"\"Private Yet Connected\" sur ParisTech Review et Agora","year":2011,"lang":"fr","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Agora; Humanities; Art; Political science; Ethnology; Sociology; Computer science","score_opus":0.05017724322766014,"score_gpt":0.23886488131667039,"score_spread":0.18868763808901023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274270464","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01621633,0.092783555,0.002455044,0.20240472,0.026677087,0.004774814,0.0010178403,0.0010934691,0.65257716],"genre_scores_gemma":[0.32227638,0.049988776,0.002831709,0.5763992,0.005265983,0.0011593142,0.0122437775,0.00032373998,0.029511075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99643624,0.000077735516,0.0012152918,0.00093561044,0.0004872414,0.0008479095],"domain_scores_gemma":[0.9970821,0.00020276097,0.0010169715,0.0008836755,0.0006893995,0.00012505661],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018070844,0.0006825482,0.0008634431,0.0003109507,0.0005724189,0.000857532,0.00088169024,0.0004117591,0.07459932],"category_scores_gemma":[0.00065485615,0.00072110974,0.0003428417,0.00088878145,0.00021974959,0.046854116,0.000509688,0.00066281424,0.02809924],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008889659,0.0004930039,0.0019050331,0.004253187,0.00017767279,0.00014268079,0.000039589748,0.0000073350134,0.000013825107,0.68928057,0.29139918,0.012199017],"study_design_scores_gemma":[0.0012086601,0.0000720841,0.031264618,0.007673765,0.00044089352,0.000057422272,0.00006191977,0.00018077347,0.00025360205,0.021849476,0.9358829,0.0010538806],"about_ca_topic_score_codex":0.0010163299,"about_ca_topic_score_gemma":0.0013994003,"teacher_disagreement_score":0.6674311,"about_ca_system_score_codex":0.00013235392,"about_ca_system_score_gemma":0.00013051444,"threshold_uncertainty_score":0.999524},"labels":[],"label_agreement":null},{"id":"W2279868387","doi":"10.6000/1927-5129.2016.12.04","title":"Assisting Disabled Persons in Online Shopping: A Knowledge-Based Process Model","year":2016,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Competitive advantage; Knowledge management; Population; Productivity; Resource (disambiguation); Process (computing); Value (mathematics); Marketing; Computer science","score_opus":0.058834220089372335,"score_gpt":0.27866286318993005,"score_spread":0.21982864310055772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279868387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95831764,0.0000348735,0.0033729046,0.0014647287,0.00017320632,0.00009372475,0.0000015890962,0.000022509379,0.03651881],"genre_scores_gemma":[0.99810547,0.0000015467568,0.0008744891,0.00042413303,0.0005033172,0.000004594704,6.4114147e-7,0.00000780105,0.000078038625],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99883866,0.000003046497,0.00041928244,0.00020223472,0.00024845183,0.00028833782],"domain_scores_gemma":[0.9991866,0.00013795424,0.00047513653,0.00008330693,0.000094360126,0.000022653907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013065424,0.0001292395,0.00024097011,0.00043919907,0.00019935294,0.00020583472,0.00047388583,0.000045713547,0.00008008791],"category_scores_gemma":[0.0001658901,0.00007612812,0.00007140644,0.00061420415,0.00014896865,0.0012194898,0.00004713064,0.00014245698,0.00002306877],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007037717,0.0023035647,0.593051,0.00093312067,0.00010233926,0.000054488268,0.001363021,0.093694545,0.015934331,0.06942877,0.004065236,0.21836577],"study_design_scores_gemma":[0.0062884926,0.0001030369,0.030494053,0.0021739344,0.0001259286,0.000021178805,0.0038323677,0.8746628,0.001113904,0.0755658,0.0044371625,0.0011813199],"about_ca_topic_score_codex":0.0000069095704,"about_ca_topic_score_gemma":0.000104470746,"teacher_disagreement_score":0.7809683,"about_ca_system_score_codex":0.000048830727,"about_ca_system_score_gemma":0.00022016728,"threshold_uncertainty_score":0.31044146},"labels":[],"label_agreement":null},{"id":"W2282560299","doi":"","title":"Converging and Diverging","year":2014,"lang":"en","type":"article","venue":"Divergent/Convergent","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","score_opus":0.01513867255017018,"score_gpt":0.19083274987263962,"score_spread":0.17569407732246944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282560299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96396303,0.0001816177,0.0010173373,0.0005164219,0.0027832275,0.000213003,0.0000039949614,0.00028152872,0.031039815],"genre_scores_gemma":[0.9954181,0.000054353375,0.000086189175,0.0027408956,0.00090376096,0.00001575793,0.000040670504,0.000029406863,0.00071091624],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985778,0.000007356179,0.00030054536,0.00045230743,0.0002098857,0.00045215117],"domain_scores_gemma":[0.99937594,0.000045334313,0.00017784664,0.00028100194,0.00006942874,0.0000504367],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004127215,0.00026338687,0.0002621506,0.00021832794,0.00039419575,0.00026662357,0.0002702667,0.000077172495,0.0028357157],"category_scores_gemma":[0.00008987719,0.00025031297,0.00010581706,0.00020751022,0.00006396592,0.0011532545,0.00047579783,0.00014104892,0.0018861736],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004039846,0.000060007427,0.8716175,0.00023704057,0.000097806704,0.0000121183875,0.00015282078,0.00007036673,0.00027184683,0.10361526,0.0070188763,0.016805977],"study_design_scores_gemma":[0.0017339219,0.000026278682,0.21816239,0.00008818198,0.00014102427,0.000007967958,0.00029527547,0.032652557,0.0005707622,0.014872457,0.73042893,0.0010202387],"about_ca_topic_score_codex":0.0005219281,"about_ca_topic_score_gemma":0.000034247423,"teacher_disagreement_score":0.72341007,"about_ca_system_score_codex":0.000030073612,"about_ca_system_score_gemma":0.00000866138,"threshold_uncertainty_score":0.99999493},"labels":[],"label_agreement":null},{"id":"W2296057633","doi":"10.2139/ssrn.2744352","title":"Can You Gig it? An Empirical Examination of the Gig-Economy and Entrepreneurial Activity","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":332,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Gig economy; Empirical examination; Business; Empirical research; Industrial organization; Economics; Market economy; Precarity","score_opus":0.016342429466844933,"score_gpt":0.22476421018774564,"score_spread":0.2084217807209007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296057633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928779,0.000035466262,0.00029867148,0.0038218065,0.0002408483,0.0000860198,0.0000012306216,0.000013698793,0.0026243408],"genre_scores_gemma":[0.9982385,0.00006489866,0.0000030179563,0.00023749837,0.001025771,0.0000025012253,0.0000011590816,0.00000975537,0.00041690053],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99895316,0.000018004179,0.00017661731,0.00016359148,0.000088277666,0.0006003642],"domain_scores_gemma":[0.99949026,0.000042763968,0.00025078002,0.000150296,0.000051534873,0.000014353982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010005479,0.00010463651,0.00012619469,0.00008861601,0.0001715306,0.000116685405,0.00021097394,0.000057230536,0.000088581655],"category_scores_gemma":[0.00006988337,0.000060304825,0.00005960364,0.00008777348,0.00005057715,0.0012847751,0.000070756076,0.0003453901,0.0000091586],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001727737,0.00015654723,0.35157144,0.00003156761,0.00014538669,0.0000015193361,0.00020118666,0.000009595054,0.0014773514,0.096080914,0.00025129179,0.5499004],"study_design_scores_gemma":[0.0027687107,0.0001470297,0.50989896,0.0000740474,0.00012253884,0.00011571538,0.00063022325,0.00073373696,0.00096483005,0.4621544,0.021958271,0.00043154255],"about_ca_topic_score_codex":0.00014014816,"about_ca_topic_score_gemma":0.001455566,"teacher_disagreement_score":0.5494689,"about_ca_system_score_codex":0.0001440162,"about_ca_system_score_gemma":0.00020886338,"threshold_uncertainty_score":0.24591593},"labels":[],"label_agreement":null},{"id":"W2296249534","doi":"10.1509/jm.12.0349","title":"Authority Relinquishment in Agency Relationships","year":2016,"lang":"en","type":"article","venue":"Journal of Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Agency (philosophy); Delegated authority; Business; Principal (computer security); Relation (database); Principal–agent problem; Decentralization; Traditional authority; Control (management); Primary authority; Law and economics; Law; Economics; Political science; Corporate governance; Sociology; Management; Computer science; Finance; Computer security","score_opus":0.04363484896309157,"score_gpt":0.23484017311391506,"score_spread":0.19120532415082347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296249534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97105545,0.00009787,0.00035351157,0.0019468417,0.0006011899,0.000047041387,2.5244765e-7,0.000013301346,0.025884526],"genre_scores_gemma":[0.99797994,0.000029631809,0.00047825728,0.00013817489,0.0011094621,9.0637974e-7,3.319104e-7,0.0000072828266,0.00025600308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911815,0.00003318162,0.00048393756,0.00008251022,0.00013220654,0.00015004307],"domain_scores_gemma":[0.9988234,0.0004994399,0.0004960947,0.00008205247,0.00008788893,0.000011119139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007999745,0.00006990061,0.00013211834,0.00025329163,0.00008182503,0.00007225559,0.00014837063,0.00005063467,0.0003911808],"category_scores_gemma":[0.0031822745,0.000045675846,0.00006735982,0.0001609493,0.00001287048,0.0012583919,0.000054235814,0.00020626003,0.00007701586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023201467,0.000037967286,0.93491125,0.000052185478,0.000013173404,0.00003580883,0.000043874592,0.000018650175,0.00014150472,0.001912033,0.0037648128,0.05883674],"study_design_scores_gemma":[0.00062581385,0.0000059657523,0.9479016,0.0004897079,0.0000141212195,0.000012416448,0.000095767806,0.0002018255,0.000015641484,0.010596499,0.039929662,0.00011097185],"about_ca_topic_score_codex":0.000014534116,"about_ca_topic_score_gemma":0.000019537934,"teacher_disagreement_score":0.058725767,"about_ca_system_score_codex":0.00005465514,"about_ca_system_score_gemma":0.000019278657,"threshold_uncertainty_score":0.42831555},"labels":[],"label_agreement":null},{"id":"W2303008747","doi":"10.1108/ejm-12-2014-0802","title":"How alternative consumer markets can build community resiliency","year":2016,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia; University of Canterbury","keywords":"Grassroots; Reciprocity (cultural anthropology); Marketing; Participant observation; Business; Variety (cybernetics); Public relations; Sociology; Political science; Computer science","score_opus":0.025406553599609916,"score_gpt":0.2060883480538907,"score_spread":0.1806817944542808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2303008747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85841346,0.00010554418,0.00047748262,0.0023286163,0.0006140741,0.000058982747,0.000002933218,0.000030515372,0.1379684],"genre_scores_gemma":[0.99664044,0.00003750272,0.00027636025,0.00060108583,0.001286705,3.4564167e-7,0.0000011314603,0.000032135194,0.00112428],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985243,0.0004712525,0.00042270325,0.00011839105,0.00020032698,0.00026298873],"domain_scores_gemma":[0.9977452,0.00082654867,0.00092032866,0.00023385961,0.0002427667,0.000031296153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010932464,0.00016223016,0.00020976756,0.0002258762,0.0002947467,0.00036284476,0.0006125847,0.000018997147,0.00023359845],"category_scores_gemma":[0.0036249368,0.00010532463,0.0001178813,0.00012765476,0.00007802683,0.0012815336,0.00025413252,0.0003885984,0.0000716392],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020370411,0.0001760918,0.35826614,0.00029078152,0.00032686404,0.0007579267,0.0003589006,0.000010163346,0.0027721487,0.0012832659,0.042220373,0.5915003],"study_design_scores_gemma":[0.0024814084,0.000048312082,0.6189088,0.001536734,0.00008107762,0.00013292495,0.00090473087,0.0000590848,0.00032844555,0.0015287179,0.37349334,0.0004964192],"about_ca_topic_score_codex":0.000026777976,"about_ca_topic_score_gemma":0.000013687441,"teacher_disagreement_score":0.5910039,"about_ca_system_score_codex":0.000036343805,"about_ca_system_score_gemma":0.000017591872,"threshold_uncertainty_score":0.433965},"labels":[],"label_agreement":null},{"id":"W2337213590","doi":"","title":"Pluralizing the 'Sharing' Economy","year":2016,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sharing economy; Business; Economics; Political science; Law","score_opus":0.02175048262274727,"score_gpt":0.21832355532308528,"score_spread":0.19657307270033803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337213590","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3872971,0.00014582441,0.00027308997,0.0074554016,0.0010005864,0.00034498906,0.000004337596,0.00038600576,0.6030927],"genre_scores_gemma":[0.9835565,0.0000071017207,0.000050102142,0.009619742,0.0022835424,0.000042783602,0.000007582867,0.000028640412,0.0044039907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989534,0.000003104677,0.00025715723,0.0003270935,0.00008440121,0.00037485547],"domain_scores_gemma":[0.99920106,0.00008298741,0.00015504677,0.0004855787,0.00005003468,0.000025307709],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004110245,0.00017785808,0.00016190056,0.00006413006,0.00038622462,0.00063574704,0.0005966153,0.00006952457,0.0032514953],"category_scores_gemma":[0.00007682993,0.000098042234,0.00010682678,0.00012896964,0.000076016004,0.0025104526,0.00028047996,0.00013996744,0.008458951],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016919475,0.000016435803,0.054276004,0.000041529194,0.00004033533,0.0000043893624,0.00001446308,0.000010513251,0.00009401616,0.9270221,0.0140697565,0.004393534],"study_design_scores_gemma":[0.00043639608,0.0000034572568,0.005208529,0.0000644844,0.000018238181,0.0000024574103,0.00003750474,0.00014258857,0.00014380181,0.0759903,0.91772145,0.00023079169],"about_ca_topic_score_codex":0.0010831988,"about_ca_topic_score_gemma":0.0005593093,"teacher_disagreement_score":0.9036517,"about_ca_system_score_codex":0.00004078933,"about_ca_system_score_gemma":0.000012998618,"threshold_uncertainty_score":0.9976597},"labels":[],"label_agreement":null},{"id":"W2346138320","doi":"","title":"Selling Online: Canada's Bestselling Guide to Becoming a Successful E-Commerce Merchant","year":2002,"lang":"en","type":"book","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Marketing; Advertising; E-commerce; Online business; The Internet; World Wide Web; Computer science","score_opus":0.029822274375455607,"score_gpt":0.23109621867447075,"score_spread":0.20127394429901513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346138320","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030439491,0.00039763926,0.0013448736,0.0026590908,0.0015849011,0.00072175934,0.0000495003,0.0003728386,0.9898254],"genre_scores_gemma":[0.0012322495,0.000113811,0.0017830754,0.02659705,0.0059559396,0.000026549584,0.00072913204,0.00020673577,0.9633555],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99693614,0.0000038756716,0.0009359267,0.0008391951,0.00045931063,0.0008255253],"domain_scores_gemma":[0.9984353,0.00019081752,0.00046626996,0.0006147126,0.00021466779,0.00007823019],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004020812,0.00072098646,0.00080073427,0.0005722086,0.00038531286,0.0005965464,0.0009973074,0.00035065037,0.0036303008],"category_scores_gemma":[0.000071338494,0.00070186896,0.00020237248,0.00027302597,0.000022950262,0.00075178675,0.00036487554,0.00072060386,0.0011680732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001860278,0.000056684174,0.0010534887,0.00067006686,0.00018689758,0.00011415986,0.000057889396,0.0023434625,0.000002677896,0.007865656,0.9699355,0.017694948],"study_design_scores_gemma":[0.00023560274,0.000005584245,0.000058529517,0.0005694827,0.00012710516,0.0000058303017,0.00009515694,0.012828754,0.0000064847836,0.0011239282,0.98394936,0.0009941502],"about_ca_topic_score_codex":0.55641705,"about_ca_topic_score_gemma":0.8259211,"teacher_disagreement_score":0.2695041,"about_ca_system_score_codex":0.0004975434,"about_ca_system_score_gemma":0.00039085932,"threshold_uncertainty_score":0.99960965},"labels":[],"label_agreement":null},{"id":"W2405850856","doi":"10.1177/1470593115622720","title":"Accept no substitutes","year":2016,"lang":"en","type":"article","venue":"Marketing Theory","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Positive economics; Epistemology; Point (geometry); Sociology; Social psychology; Law and economics; Economics; Psychology; Philosophy; Mathematics","score_opus":0.011181636914451306,"score_gpt":0.18602643568329336,"score_spread":0.17484479876884204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2405850856","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44146132,0.00005294036,0.0005321018,0.00040276194,0.0008738317,0.000092889924,0.0000016318697,0.00030848663,0.55627406],"genre_scores_gemma":[0.98890215,0.000007792628,0.00013586233,0.0013268654,0.0018012137,0.000011297772,0.0000044655976,0.000021706284,0.0077886716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992919,0.000020790565,0.00015461152,0.00020567626,0.000076569464,0.0002504446],"domain_scores_gemma":[0.99884486,0.0007689109,0.00010358171,0.00022174741,0.000051887644,0.000009039077],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0031724747,0.000118916025,0.00010885819,0.00010070982,0.00014574312,0.00015907844,0.00026170394,0.00005021014,0.007753123],"category_scores_gemma":[0.0019516539,0.00007547278,0.00006125603,0.00009746234,0.00005308217,0.0009743989,0.00015155014,0.000057145582,0.0057913517],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013905296,0.00006329274,0.17108274,0.00023289594,0.00007803935,0.000021443504,0.00002735649,0.000003031617,0.0014713268,0.3628996,0.03821831,0.42451143],"study_design_scores_gemma":[0.0006558466,0.0000038655376,0.096674405,0.00024421926,0.000028002827,0.0000028914199,0.000048633818,0.00012128309,0.00019453383,0.09237549,0.8092213,0.00042948607],"about_ca_topic_score_codex":0.000013583291,"about_ca_topic_score_gemma":0.0000048795173,"teacher_disagreement_score":0.771003,"about_ca_system_score_codex":0.00001551988,"about_ca_system_score_gemma":0.0000071609174,"threshold_uncertainty_score":0.9949828},"labels":[],"label_agreement":null},{"id":"W2431251941","doi":"","title":"Personal digital assistants.","year":2004,"lang":"fr","type":"article","venue":"PubMed","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Internet privacy; Computer science","score_opus":0.025237007477472626,"score_gpt":0.17783062535624197,"score_spread":0.15259361787876935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2431251941","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47557604,0.008258174,0.00025536824,0.019072875,0.007919925,0.0008028206,0.0000819228,0.00025995888,0.4877729],"genre_scores_gemma":[0.9708467,0.000026416705,0.000022009504,0.00153088,0.0024141464,0.00016037146,0.00005474798,0.000026882417,0.024917841],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867207,0.0000011674089,0.0002274222,0.00029363984,0.0001586993,0.0006469976],"domain_scores_gemma":[0.9996081,0.00002274717,0.00012909848,0.00014086711,0.000056944937,0.00004221641],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022871816,0.00019872049,0.00017935864,0.00012205035,0.00016572657,0.0014678421,0.00020425541,0.00012602682,0.0006346779],"category_scores_gemma":[0.00012911194,0.00020294204,0.00013712897,0.00026666085,0.00009376209,0.0044038193,0.00012476808,0.00018623748,0.0024826804],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054444183,0.00025385857,0.09592298,0.0003910502,0.00013845475,0.00009411121,0.000078763274,0.0000449593,2.4021523e-7,0.056065943,0.009494436,0.83746076],"study_design_scores_gemma":[0.0007366295,0.000002394712,0.34302062,0.000047281646,0.000044311382,0.000010482678,0.000085034044,0.000065337656,0.0000047959065,0.014285345,0.64141226,0.0002855095],"about_ca_topic_score_codex":0.00024871225,"about_ca_topic_score_gemma":0.000052752035,"teacher_disagreement_score":0.83717525,"about_ca_system_score_codex":0.00013170396,"about_ca_system_score_gemma":0.000027203585,"threshold_uncertainty_score":0.9995687},"labels":[],"label_agreement":null},{"id":"W2463697620","doi":"10.5539/ass.v12n7p222","title":"Economic Impact of Tourism Accommodation: Thailand","year":2016,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accommodation; Tourism; Business; Goods and services; Economic impact analysis; Marketing; Economics; Economy; Geography","score_opus":0.016944293501238078,"score_gpt":0.25683755191794033,"score_spread":0.23989325841670225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463697620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54966396,0.0000020372277,0.00006698638,0.00056832033,0.00017903112,0.00004535077,0.0000033504762,0.000022308734,0.44944867],"genre_scores_gemma":[0.99896157,7.8372483e-7,0.000018110468,0.00007922432,0.0007905478,0.0000018388969,0.0000012409349,0.000003387859,0.00014327579],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994972,0.0000010145819,0.000111609195,0.00013704345,0.00007922152,0.00017393123],"domain_scores_gemma":[0.99972636,0.000013245616,0.00012860159,0.000093616254,0.00002879655,0.000009414251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029984623,0.0000577894,0.00008671072,0.00009355049,0.00020117775,0.000120065975,0.00030207454,0.000027768367,0.0007521887],"category_scores_gemma":[0.00002662766,0.000036830967,0.000059124828,0.00017303327,0.00018481503,0.0021039718,0.00008708718,0.000024745023,0.00032125774],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002382076,0.000020607018,0.28331318,0.0000125834285,0.000018339326,0.0000016472919,0.00018839052,0.0000026065989,0.0013287463,0.12820156,0.008001164,0.57888734],"study_design_scores_gemma":[0.00024523344,0.0000065144854,0.9723609,0.000011123186,0.0000050467393,5.4849346e-7,0.00006852009,0.00004501842,0.00014268333,0.02048827,0.0065113143,0.00011483945],"about_ca_topic_score_codex":0.0003680535,"about_ca_topic_score_gemma":0.000039471146,"teacher_disagreement_score":0.6890477,"about_ca_system_score_codex":0.00009373703,"about_ca_system_score_gemma":0.00008219979,"threshold_uncertainty_score":0.8235938},"labels":[],"label_agreement":null},{"id":"W2469479472","doi":"10.1108/tr-09-2015-0041","title":"Paid accommodation use of international VFR multi-destination travellers","year":2016,"lang":"en","type":"article","venue":"Tourism Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Accommodation; Visitor pattern; Tourism; Destinations; Originality; Marketing; Position (finance); Value (mathematics); Business; Advertising; Geography; Psychology; Social psychology; Finance","score_opus":0.08425411849846647,"score_gpt":0.26079207760189704,"score_spread":0.17653795910343056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469479472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68117493,0.028811578,0.11386926,0.07302385,0.008867181,0.006691947,0.00012390576,0.0013768136,0.08606052],"genre_scores_gemma":[0.95279765,0.02510633,0.0062702587,0.008278882,0.0019269768,0.00009056614,0.0002780104,0.000059921786,0.0051914323],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993912,0.000004896707,0.00028421785,0.0001289397,0.00010104512,0.00008972673],"domain_scores_gemma":[0.9994053,0.000059129048,0.00028017687,0.00014610437,0.000102768725,0.0000064711858],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032134866,0.00008540802,0.00015037757,0.00009151149,0.000031400134,0.00004737432,0.00016032993,0.000033077904,0.0011730725],"category_scores_gemma":[0.0002769843,0.00005706762,0.00006779962,0.000105133404,0.000017610406,0.0016082773,0.000052757783,0.000037677055,0.00034700372],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015593523,0.00010075186,0.030322555,0.0014963384,0.0000482198,0.000004100463,0.000012929672,0.000009643546,0.00024986538,0.0072024376,0.030471912,0.93006563],"study_design_scores_gemma":[0.00059920264,0.000006385399,0.07554337,0.003664555,0.00006390642,0.0000022554336,0.0000044050043,0.0013832917,0.000099898854,0.00090297667,0.91751105,0.00021870453],"about_ca_topic_score_codex":0.000089439556,"about_ca_topic_score_gemma":0.000011216961,"teacher_disagreement_score":0.92984694,"about_ca_system_score_codex":0.000017819337,"about_ca_system_score_gemma":0.0000071233508,"threshold_uncertainty_score":0.99974},"labels":[],"label_agreement":null},{"id":"W2472026419","doi":"10.2139/ssrn.2799884","title":"Collaborative Consumption: Conceptual Snapshot at a Buzzword","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":147,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Snapshot (computer storage); Computer science; Data science; Database","score_opus":0.014809830385761646,"score_gpt":0.21881347443869364,"score_spread":0.204003644052932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472026419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759027,0.0012379024,0.0010170529,0.0022907604,0.0006981316,0.00016912636,0.000005144483,0.00007335246,0.018605873],"genre_scores_gemma":[0.9922262,0.0008903931,0.00001764656,0.0007616852,0.001885745,0.000009287735,0.000012290265,0.000019101559,0.004177686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794763,0.00000844415,0.0002617994,0.00020882115,0.00016100737,0.0014122891],"domain_scores_gemma":[0.99936897,0.0000683295,0.0002687205,0.0001349773,0.00013748223,0.000021511443],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008040518,0.00016955879,0.00018112699,0.00013399134,0.00038293243,0.00015533986,0.00024629434,0.00007734485,0.0034894114],"category_scores_gemma":[0.000075753356,0.00011106837,0.00008289881,0.00018158095,0.0001247539,0.0013532033,0.000068662855,0.00045302394,0.0018367531],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027051332,0.000038391663,0.07957804,0.000010417201,0.00019495965,0.000010522219,0.00006949099,0.0000047747017,0.0005595302,0.8948947,0.0078080883,0.016560575],"study_design_scores_gemma":[0.0039929724,0.000109022396,0.007229425,0.00011232003,0.00009864778,0.00032431615,0.0015347655,0.000045819757,0.00034727613,0.39385018,0.59165967,0.0006955577],"about_ca_topic_score_codex":0.000023389312,"about_ca_topic_score_gemma":0.0010153882,"teacher_disagreement_score":0.5838516,"about_ca_system_score_codex":0.0005820766,"about_ca_system_score_gemma":0.00039240168,"threshold_uncertainty_score":0.9989404},"labels":[],"label_agreement":null},{"id":"W2472249335","doi":"","title":"Neutralization in Collaborative Consumption: An Exploration of Justifications Relating to a Controversial Service","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Consumption (sociology); Service (business); Business; Neutralization; Law and economics; Economics; Marketing; Sociology; Medicine","score_opus":0.03576924340852111,"score_gpt":0.2609725228030185,"score_spread":0.2252032793944974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472249335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9567182,0.00005797146,0.037721034,0.0038208691,0.00022920217,0.00027782505,0.0000036777976,0.000032197662,0.0011390363],"genre_scores_gemma":[0.9989972,0.00008334407,0.00007470927,0.0003233376,0.0003865024,0.000011174866,0.000013076495,0.000009320259,0.0001013497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990031,0.0000126832365,0.0002932811,0.00013151955,0.000093572075,0.00046585515],"domain_scores_gemma":[0.99934155,0.000042132993,0.00026379246,0.00009415691,0.00024562303,0.000012736989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000770315,0.000081068676,0.00011351374,0.0002457814,0.00012273007,0.00007780734,0.00012632206,0.000047418704,0.000058203415],"category_scores_gemma":[0.00009681528,0.000064765925,0.000021204318,0.00045429482,0.000012326209,0.004557964,0.00001843798,0.00019462974,0.00007985288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022602011,0.000071106995,0.032932665,0.00002528443,0.000034843823,6.24431e-7,0.0006001072,0.0016815293,0.0025958011,0.9490641,0.00007431284,0.012693648],"study_design_scores_gemma":[0.00898096,0.0003627661,0.04736904,0.00065117626,0.0001987659,0.00003626389,0.022035178,0.008127361,0.00084458233,0.8950941,0.015244768,0.0010550552],"about_ca_topic_score_codex":0.00018384923,"about_ca_topic_score_gemma":0.008544797,"teacher_disagreement_score":0.053969976,"about_ca_system_score_codex":0.00022213766,"about_ca_system_score_gemma":0.00024654658,"threshold_uncertainty_score":0.47681972},"labels":[],"label_agreement":null},{"id":"W2472730193","doi":"","title":"Collaborative Consumption or the Rise of the Two-Sided Consumer","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Consumption (sociology); Centrality; Key (lock); Construct (python library); Process (computing); Phenomenon; Conceptual framework; Marketing; Work (physics); Consumer behaviour; Business; Knowledge management; Computer science; Sociology; Epistemology; Engineering; Social science","score_opus":0.013593607183831681,"score_gpt":0.23214283622400253,"score_spread":0.21854922904017085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472730193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902568,0.0008950996,0.00047302738,0.0044776835,0.0005810106,0.0002696845,0.0000041247367,0.000024769832,0.003017798],"genre_scores_gemma":[0.99599516,0.00066710147,0.0000055434866,0.00032585763,0.00047609606,0.0000061671744,4.838712e-7,0.000010552729,0.0025130326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99883085,0.000019459649,0.00023685585,0.00010299837,0.00013695372,0.000672901],"domain_scores_gemma":[0.9991275,0.00015753193,0.00038705164,0.00017864398,0.00014245468,0.0000067852866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012015572,0.00010515102,0.00012298288,0.00005924103,0.0003128248,0.000095241354,0.0003419478,0.000036222165,0.00047283847],"category_scores_gemma":[0.00022365373,0.00003474996,0.00007533069,0.00021516107,0.00013426201,0.00062837376,0.00006735071,0.00041853092,0.00016365346],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006901769,0.0000833773,0.23281023,0.000032139305,0.0005402167,0.0000029587518,0.00014700454,0.000033446613,0.001340583,0.6656093,0.0050858613,0.093624696],"study_design_scores_gemma":[0.0068239085,0.00009037054,0.043524954,0.00042557454,0.00039938337,0.00025974086,0.0027595686,0.00036462626,0.0017135345,0.6985363,0.24449109,0.00061098096],"about_ca_topic_score_codex":0.000082364684,"about_ca_topic_score_gemma":0.0020081333,"teacher_disagreement_score":0.23940521,"about_ca_system_score_codex":0.00012750682,"about_ca_system_score_gemma":0.0005012194,"threshold_uncertainty_score":0.517725},"labels":[],"label_agreement":null},{"id":"W2476132106","doi":"10.1007/978-3-642-35612-4","title":"Agent Based Simulation for a Sustainable Society and Multi-agent Smart Computing","year":2012,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Multi-agent system; Distributed computing; Artificial intelligence","score_opus":0.030421126151037696,"score_gpt":0.252096989136329,"score_spread":0.2216758629852913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476132106","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018843076,0.0001777866,0.995767,0.00011142229,0.00067331624,0.0008103524,0.0000016637911,0.00007995526,0.0004942014],"genre_scores_gemma":[0.84703135,0.0000031324507,0.14138325,0.0068870923,0.0034563642,0.000029318187,0.00011469393,0.000059334718,0.0010354483],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99827015,0.0000033139684,0.0002980629,0.0006021843,0.0002168208,0.00060947065],"domain_scores_gemma":[0.9987901,0.00042374243,0.00027982454,0.0002670969,0.00021193588,0.000027340417],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011964949,0.0002919686,0.0002903325,0.00029335366,0.00047551407,0.00078702404,0.0004004911,0.00019206302,0.000017448006],"category_scores_gemma":[0.00012155782,0.0002655335,0.00012027625,0.00031183547,0.00016180803,0.001010802,0.0004541448,0.0002610557,0.000011745542],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027179509,0.00007554803,0.0058682994,0.0015922085,0.00002385454,0.000007429165,0.0004246103,0.7662364,0.0000053195918,0.0012107055,0.00053205516,0.22399637],"study_design_scores_gemma":[0.00067157974,0.000010966419,0.0010542714,0.00014918456,0.00002306098,7.4523973e-7,0.0000017722951,0.96829563,0.000011748186,0.0051251957,0.024321424,0.0003344098],"about_ca_topic_score_codex":0.00006806593,"about_ca_topic_score_gemma":0.000028670418,"teacher_disagreement_score":0.85438377,"about_ca_system_score_codex":0.00024779222,"about_ca_system_score_gemma":0.0001763209,"threshold_uncertainty_score":0.9999797},"labels":[],"label_agreement":null},{"id":"W2530701815","doi":"","title":"Micropayments in Wireless M-Commerce: Issues, Security, and Trend","year":2004,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Wireless; Bluetooth; Computer security; Variety (cybernetics); The Internet; Mobile commerce; Internet privacy; Telecommunications; World Wide Web","score_opus":0.015616200879194742,"score_gpt":0.23331455658907493,"score_spread":0.2176983557098802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530701815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936951,0.00085289526,0.000043798562,0.0025373457,0.00016786419,0.000045647907,5.877771e-7,0.00000830822,0.0026484923],"genre_scores_gemma":[0.99744797,0.00029519846,0.000020072828,0.0018539873,0.0002716734,5.4577913e-7,0.000001807081,0.000010281497,0.000098443285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99935067,0.000011626479,0.00030659733,0.000081974584,0.00009260706,0.00015652497],"domain_scores_gemma":[0.99957496,0.00004976367,0.00024320949,0.00009407351,0.000025842553,0.000012148212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006543826,0.00012164718,0.0002034006,0.00015712283,0.000069393696,0.00019537272,0.00025916556,0.00004254847,0.000052310068],"category_scores_gemma":[0.000012573248,0.00008163598,0.00003354519,0.00010334228,0.00005711184,0.00054010586,0.00017505401,0.0003051794,0.000008075285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015520598,0.00079190783,0.67188966,0.0007947623,0.00051769137,0.00023780417,0.023458779,0.0002975958,0.0012850432,0.065976165,0.014731574,0.21846698],"study_design_scores_gemma":[0.018357325,0.0005315418,0.50182253,0.0074237194,0.00058696856,0.0024745588,0.01217411,0.0059546866,0.0020744232,0.23367113,0.2128825,0.00204652],"about_ca_topic_score_codex":0.0014533346,"about_ca_topic_score_gemma":0.00055799674,"teacher_disagreement_score":0.21642046,"about_ca_system_score_codex":0.000022207989,"about_ca_system_score_gemma":0.000005778272,"threshold_uncertainty_score":0.3329019},"labels":[],"label_agreement":null},{"id":"W2536942505","doi":"10.1016/j.bushor.2016.09.007","title":"What managers should know about the sharing economy","year":2016,"lang":"en","type":"article","venue":"Business Horizons","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":255,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Sharing economy; Barter; Renting; Business; Phrase; Consumption (sociology); Knowledge management; Marketing; Industrial organization; Computer science; Economics; Market economy","score_opus":0.03601189387704017,"score_gpt":0.23438112006959366,"score_spread":0.19836922619255348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536942505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46206206,0.0021042884,0.0057740007,0.06734311,0.011717175,0.0014675369,0.000012528454,0.0013397441,0.44817957],"genre_scores_gemma":[0.9852382,0.0005759523,0.000040543895,0.0034986646,0.0036132114,0.000113352464,0.000023117345,0.00006935211,0.006827604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986033,0.000003129854,0.00031142542,0.00046882188,0.00012252039,0.0004908421],"domain_scores_gemma":[0.9988637,0.00010749133,0.00020343738,0.0006504488,0.00015401618,0.000020890626],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040922448,0.00027204328,0.00023487062,0.00023345272,0.00043403674,0.0016080356,0.00078877824,0.00010688639,0.0010574881],"category_scores_gemma":[0.000097045224,0.00015352615,0.000114584225,0.00056337786,0.0001164353,0.007744,0.00040771405,0.00012983126,0.002423424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080635924,0.00009937214,0.058362592,0.0003052412,0.00018301747,0.00003970016,0.00007189504,0.0001174923,0.0001363401,0.51393485,0.027884942,0.39878392],"study_design_scores_gemma":[0.0005079892,0.0000036358904,0.043831035,0.0003414294,0.00005975181,0.0000055768555,0.00020302476,0.00037402197,0.000038982962,0.020266214,0.9339534,0.0004149452],"about_ca_topic_score_codex":0.00024318851,"about_ca_topic_score_gemma":0.00018421611,"teacher_disagreement_score":0.90606844,"about_ca_system_score_codex":0.000047120207,"about_ca_system_score_gemma":0.000024339754,"threshold_uncertainty_score":0.9998557},"labels":[],"label_agreement":null},{"id":"W2542262168","doi":"","title":"Hunted, Harvested and Homegrown: The Prevalence of Self-provisioning in Rural Canada","year":2006,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Provisioning; Business; Capital (architecture); Rural area; Demographic economics; Economic growth; Socioeconomics; Economics; Geography; Political science; Computer science","score_opus":0.009657546670497069,"score_gpt":0.1817498936937581,"score_spread":0.17209234702326104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542262168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986413,0.0003554041,0.0000041309504,0.00033797347,0.0000767367,0.00005675296,5.6591364e-7,0.000004198348,0.000522925],"genre_scores_gemma":[0.9994849,0.00005835535,0.00013205495,0.0001762294,0.000051667794,0.0000010938776,0.0000022023366,0.0000033527938,0.00009012045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993434,0.000021406271,0.0003677691,0.000026800348,0.0001264606,0.00011418181],"domain_scores_gemma":[0.9994204,0.00010986537,0.000305079,0.000076541815,0.00007827637,0.000009830405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068938435,0.00008546987,0.0001534212,0.00008744813,0.00027561412,0.000093670526,0.00021035428,0.000023765937,0.000015458625],"category_scores_gemma":[0.00002870747,0.000053976637,0.000016615224,0.00011994237,0.000030451349,0.0005603293,0.00015910405,0.0003299322,3.3735088e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006212043,0.00009519793,0.95753783,0.00057569577,0.000039317583,0.000006829565,0.00089257595,0.000045298875,0.00006116194,0.00065556203,0.00046031934,0.03956811],"study_design_scores_gemma":[0.00039430702,0.000011863254,0.99002963,0.00030350537,0.000013790101,0.000025738256,0.0034910913,0.00017105641,0.00006403661,0.0005562711,0.004851563,0.00008712207],"about_ca_topic_score_codex":0.12736551,"about_ca_topic_score_gemma":0.14967251,"teacher_disagreement_score":0.03948099,"about_ca_system_score_codex":0.00003972237,"about_ca_system_score_gemma":0.00009720204,"threshold_uncertainty_score":0.87844545},"labels":[],"label_agreement":null},{"id":"W2547471147","doi":"10.3138/cpp.2015-079","title":"Governance by Handshake? Assessing Informal Municipal Service Sharing Relationships","year":2016,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Flexibility (engineering); Handshake; Corporate governance; Business; Service (business); Work (physics); Construct (python library); Public relations; Political science; Economics; Finance; Marketing; Computer science; Management; Engineering","score_opus":0.046011258189818036,"score_gpt":0.23235166210475516,"score_spread":0.1863404039149371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547471147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70587516,0.000066830355,0.00009510076,0.03671896,0.00029476127,0.00013728373,0.00007125213,0.00015391773,0.25658676],"genre_scores_gemma":[0.9830911,0.0000062848267,0.000024404526,0.011701812,0.0012740017,0.000018074703,0.00007923282,0.000027157843,0.0037779445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859625,0.000003570139,0.0002666024,0.000254423,0.00012501808,0.0007541455],"domain_scores_gemma":[0.9991465,0.00005176725,0.00018484515,0.0003741729,0.00010509445,0.00013760799],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040813358,0.0001762167,0.0001436837,0.00040808335,0.00061453826,0.0016355211,0.00058941235,0.00013519675,0.00046137278],"category_scores_gemma":[0.0006037704,0.00014606745,0.000046917667,0.0007829329,0.000038144688,0.011412475,0.00014362382,0.00019149036,0.0009294555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037976497,0.000010230257,0.20993178,0.00005555065,0.000031299576,0.0000060839266,0.00009316402,0.000006299855,0.00003433821,0.73670876,0.021096142,0.032022562],"study_design_scores_gemma":[0.0004310809,0.0000015343404,0.09513758,0.000072038616,0.000007633288,0.00000547123,0.00006702942,0.0017515711,0.000007660457,0.0038923323,0.8983212,0.00030482464],"about_ca_topic_score_codex":0.33069143,"about_ca_topic_score_gemma":0.48445848,"teacher_disagreement_score":0.8772251,"about_ca_system_score_codex":0.0003163846,"about_ca_system_score_gemma":0.00065245683,"threshold_uncertainty_score":0.9998484},"labels":[],"label_agreement":null},{"id":"W2551232433","doi":"10.1057/s41272-016-0071-z","title":"Revenue challenges for hotels in the sharing economy: facing the Airbnb menace","year":2016,"lang":"en","type":"article","venue":"Journal of Revenue and Pricing Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Revenue management; Yield management; Sharing economy; Accommodation; Revenue; Business; Demand management; Revenue sharing; Business model; Marketing; Industrial organization; Economics; Finance","score_opus":0.03809829878331106,"score_gpt":0.22956746744545656,"score_spread":0.1914691686621455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551232433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88727975,0.007812049,0.0040109986,0.07796208,0.0012376552,0.0015118539,0.000012850781,0.000022649047,0.020150106],"genre_scores_gemma":[0.99487877,0.0016555508,0.00012078275,0.0019496212,0.0009099431,0.00002052193,5.094497e-7,0.0000122832735,0.00045200504],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999289,0.000009775375,0.00029903348,0.00013281405,0.00008347556,0.00018595484],"domain_scores_gemma":[0.9992148,0.00018511541,0.0003771081,0.00017984922,0.000035747853,0.0000073521223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020803574,0.00010334513,0.00016708556,0.00014503718,0.0001567211,0.0001597178,0.00036486058,0.000028767983,0.0000058910537],"category_scores_gemma":[0.000066902445,0.00005116962,0.00007257411,0.00009189991,0.000020976095,0.0006498556,0.00010939035,0.00011034659,0.000008041766],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017802857,0.0000838569,0.01913181,0.0014870386,0.00031564463,0.00008822929,0.0032358426,0.00022269697,0.00006774366,0.089635305,0.021203773,0.86435],"study_design_scores_gemma":[0.0010153088,0.00003568403,0.026295159,0.0008753067,0.00011272564,0.000024721625,0.0011323005,0.00015040654,0.000020546311,0.10950136,0.8606666,0.00016991908],"about_ca_topic_score_codex":0.000029259752,"about_ca_topic_score_gemma":0.00006973013,"teacher_disagreement_score":0.8641801,"about_ca_system_score_codex":0.00002797301,"about_ca_system_score_gemma":0.00000562272,"threshold_uncertainty_score":0.20866366},"labels":[],"label_agreement":null},{"id":"W2574427258","doi":"10.5539/ibr.v10n2p147","title":"Study on the Influence of Customers’ Risk Perception on the Use of Leasing Services Based on the Burden of Ownership","year":2017,"lang":"en","type":"article","venue":"International Business Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Renting; Business; Risk perception; Perception; Service (business); Product (mathematics); Marketing; Economic risk; Actuarial science; Psychology","score_opus":0.20361744497388157,"score_gpt":0.35737331288173846,"score_spread":0.1537558679078569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574427258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98579544,0.0000011224948,0.000004484045,0.008106948,0.00011923694,0.00041116073,0.000012423122,0.000007074496,0.005542135],"genre_scores_gemma":[0.99923354,0.0000058461997,0.000003527313,0.00028184222,0.0002990345,0.000028426559,0.0000069148828,0.000010936386,0.00012991665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984165,0.00006871759,0.00025322448,0.00018996002,0.00091775565,0.00015383516],"domain_scores_gemma":[0.9961395,0.0016213203,0.00047032352,0.0006784325,0.0010844382,0.000005936374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022014333,0.0001081587,0.00012586245,0.00029679696,0.00050784514,0.00044222406,0.0014110208,0.00004116647,0.00027915972],"category_scores_gemma":[0.0021213968,0.00005070262,0.000056971614,0.0002703299,0.000258706,0.0006990864,0.0002634898,0.00031918194,0.000086626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017312701,0.0008236801,0.8179258,0.0002725761,0.00026622953,0.0000076049864,0.0022751878,0.14777708,0.0019131408,0.020004787,0.0008446385,0.006157982],"study_design_scores_gemma":[0.00025919348,0.00003124272,0.977285,0.00042276774,0.000012428737,1.3954798e-7,0.0022463095,0.01730302,0.00015765271,0.0006767415,0.001540062,0.000065424116],"about_ca_topic_score_codex":0.010693563,"about_ca_topic_score_gemma":0.00013771371,"teacher_disagreement_score":0.15935919,"about_ca_system_score_codex":0.00003405885,"about_ca_system_score_gemma":0.00003005503,"threshold_uncertainty_score":0.9958943},"labels":[],"label_agreement":null},{"id":"W2586447965","doi":"10.1177/1354816616656273","title":"How to quantify and characterize day trippers at the local level","year":2017,"lang":"en","type":"article","venue":"Tourism Economics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Tourism; TRIPS architecture; Phenomenon; Relevance (law); Work (physics); Order (exchange); Regional science; Geography; Computer science; Operations research; Business; Transport engineering; Political science; Engineering","score_opus":0.05982842784600682,"score_gpt":0.22339989663812418,"score_spread":0.16357146879211737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586447965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676042,0.000022303637,0.00033223318,0.023192693,0.0007486981,0.00018021525,0.000020178377,0.000026681786,0.007872751],"genre_scores_gemma":[0.9860417,0.00002727161,0.000043550157,0.0033344307,0.0013185565,0.000013048004,0.000019606332,0.000020609634,0.009181227],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925286,0.0000023890154,0.00017598066,0.00028925037,0.000036237587,0.00024328448],"domain_scores_gemma":[0.99902296,0.00005620683,0.00026572176,0.00060921704,0.000021083442,0.00002483014],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00052454096,0.00014968238,0.00020134589,0.0000703916,0.00073318195,0.0022274859,0.00052548625,0.00007546196,0.00017137732],"category_scores_gemma":[0.000118762386,0.0001131719,0.000061808285,0.000019732306,0.000097446384,0.0015164058,0.00054098165,0.00010484931,0.00042755273],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027785782,0.00005509804,0.16662394,0.000113786955,0.00020279932,0.00003114458,0.00045970106,0.0001956508,0.00017827761,0.052868903,0.06400989,0.7149829],"study_design_scores_gemma":[0.0003815067,0.00000537135,0.2912808,0.000008996357,0.000017526841,0.0000033324338,0.000116488256,0.0032198185,0.000080901125,0.002550968,0.7021091,0.00022514725],"about_ca_topic_score_codex":0.0004695592,"about_ca_topic_score_gemma":0.00070396916,"teacher_disagreement_score":0.7147578,"about_ca_system_score_codex":0.000036474594,"about_ca_system_score_gemma":0.000010545003,"threshold_uncertainty_score":0.9988083},"labels":[],"label_agreement":null},{"id":"W2587840773","doi":"10.1080/10548408.2016.1224750","title":"Understanding repurchase intention of Airbnb consumers: perceived authenticity, electronic word-of-mouth, and price sensitivity","year":2017,"lang":"en","type":"article","venue":"Journal of Travel & Tourism Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":422,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Risk perception; Business; Context (archaeology); Value (mathematics); Advertising; Marketing; Word of mouth; Consumer behaviour; Realm; Psychology; Perception; Geography","score_opus":0.05520410627154091,"score_gpt":0.2518272058957197,"score_spread":0.19662309962417882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587840773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925202,0.00008962772,0.003082747,0.00031437358,0.00030829044,0.000106407,0.0000016860109,0.000008450881,0.003568202],"genre_scores_gemma":[0.9992456,0.00007653927,0.0002600692,0.000037269652,0.00026805163,4.2338402e-7,0.0000013903435,0.000015522055,0.00009514133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986806,0.000036367688,0.00062879204,0.00015895761,0.00021785138,0.00027742176],"domain_scores_gemma":[0.996997,0.00028774826,0.002283071,0.00020028286,0.00020645601,0.000025440406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004496787,0.00015238306,0.0004080993,0.00029231916,0.00031386787,0.00024382789,0.00020052271,0.00008560067,0.00006512476],"category_scores_gemma":[0.0012850113,0.0001377253,0.00016791183,0.000073039264,0.00013795466,0.0012769288,0.00014302098,0.0003456542,0.0000012915051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007071265,0.00091205246,0.7692364,0.005806,0.0022714452,0.000647928,0.003963476,0.00014511657,0.051886484,0.011360062,0.0016618433,0.14503793],"study_design_scores_gemma":[0.0020397406,0.000037193782,0.9758897,0.0016629033,0.00036039628,0.00013419412,0.0035924336,0.006945906,0.00045202093,0.00829558,0.00027502322,0.00031490283],"about_ca_topic_score_codex":0.00024654172,"about_ca_topic_score_gemma":0.00005908414,"teacher_disagreement_score":0.20665331,"about_ca_system_score_codex":0.00007293718,"about_ca_system_score_gemma":0.000047589056,"threshold_uncertainty_score":0.5616275},"labels":[],"label_agreement":null},{"id":"W2588292896","doi":"10.29173/cais10","title":"Assessing the Preparedness of Information Institutions For the Knowledge-Based Economy","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preparedness; Business; Knowledge economy; Knowledge management; Information economy; Outsourcing; Institution; Competitive advantage; Information system; Checklist; Public relations; Marketing; Economy; Computer science; Economics; Engineering; Political science; Management","score_opus":0.04456184556852837,"score_gpt":0.2675291455387241,"score_spread":0.2229672999701957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588292896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94920295,0.000049851482,0.000545741,0.0023037991,0.00023527413,0.0009234418,0.000027707953,0.00003304381,0.04667821],"genre_scores_gemma":[0.9989735,0.000004608507,0.00013973235,0.0004672553,0.00016593799,0.00016375762,0.000010512306,0.0000086347445,0.000066066816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990428,0.000002983113,0.0004867759,0.00012520599,0.000120000856,0.00022219999],"domain_scores_gemma":[0.97639596,0.00028626627,0.0010825214,0.00018991335,0.022030393,0.000014966128],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00067409984,0.00016264498,0.00024661206,0.00013450562,0.00033333962,0.0047536357,0.0012506096,0.00008263576,0.00004306543],"category_scores_gemma":[0.005581142,0.00009034582,0.0001497755,0.0003042329,0.0003355865,0.033629414,0.00029181692,0.00013588948,0.000009784727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002226567,0.00039230607,0.28443232,0.0048569413,0.00045989826,7.8374086e-8,0.02998248,0.00082746556,0.0014389604,0.58624256,0.022570806,0.06857352],"study_design_scores_gemma":[0.0015278469,0.00007460828,0.19817826,0.00075104483,0.00037079904,0.000004612387,0.017582359,0.05883561,0.006348505,0.03734658,0.67844224,0.0005375616],"about_ca_topic_score_codex":0.00048235912,"about_ca_topic_score_gemma":0.000023196486,"teacher_disagreement_score":0.6558714,"about_ca_system_score_codex":0.000028911469,"about_ca_system_score_gemma":0.00024747156,"threshold_uncertainty_score":0.99627954},"labels":[],"label_agreement":null},{"id":"W2590336645","doi":"10.1136/tobaccocontrol-2016-053315","title":"The availability of smoking-permitted accommodations from Airbnb in 12 Canadian cities","year":2017,"lang":"en","type":"article","venue":"Tobacco Control","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Impact; University of Waterloo","funders":"Canadian Cancer Society Research Institute","keywords":"Hospitality; Business; Hospitality industry; Occupancy; Apartment; Accommodation; Advertising; Marketing; Geography; Political science; Psychology; Tourism; Engineering","score_opus":0.02265663055008773,"score_gpt":0.21525250396953136,"score_spread":0.19259587341944362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590336645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94789356,0.000060366954,0.000009224394,0.0027189292,0.00040512354,0.00024156239,0.00004552832,0.000025468826,0.048600253],"genre_scores_gemma":[0.99852574,0.0000040585714,0.00000645441,0.0008458973,0.0003833407,0.000028836785,0.00002806458,0.000009158043,0.00016846257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991969,0.000006265057,0.00028196437,0.0001660517,0.000084589185,0.00026425262],"domain_scores_gemma":[0.99880856,0.00018078709,0.0002532584,0.00067012745,0.00007009404,0.000017193366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045764097,0.00011113236,0.00019433306,0.00010335731,0.0006664877,0.00054330047,0.0006390545,0.000070555216,0.0005306435],"category_scores_gemma":[0.0004674383,0.000085732485,0.00006254179,0.000049214068,0.00010986214,0.0010810138,0.00007604855,0.00013998707,0.00010443773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002471291,0.000010248953,0.98209846,0.0000051874968,0.00002656992,0.0000016222173,0.000030948984,0.000024879162,0.000005142046,0.0069234525,0.000842296,0.010006504],"study_design_scores_gemma":[0.0007722215,0.000001852916,0.95283234,0.000020663712,0.000021778906,1.02005295e-7,0.00012549345,0.0011721143,0.0000060281814,0.008871471,0.036066566,0.000109339395],"about_ca_topic_score_codex":0.54534805,"about_ca_topic_score_gemma":0.8016502,"teacher_disagreement_score":0.2563022,"about_ca_system_score_codex":0.00005002159,"about_ca_system_score_gemma":0.000072178605,"threshold_uncertainty_score":0.5810174},"labels":[],"label_agreement":null},{"id":"W2606911563","doi":"10.1016/j.eist.2017.04.001","title":"Neoliberalism and the legality of peer platform markets","year":2017,"lang":"en","type":"article","venue":"Environmental Innovation and Societal Transitions","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Neoliberalism (international relations); Principle of legality; Context (archaeology); Law and economics; Renting; State (computer science); Sharing economy; Intellectual property; Economics; Commons; Sociology; Law; Political science; Political economy; Computer science","score_opus":0.029355318629465547,"score_gpt":0.2335512452665542,"score_spread":0.20419592663708866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606911563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748464,0.000023042068,0.00015680667,0.008312317,0.00007667677,0.00012800627,0.000020918495,0.000011541045,0.016424276],"genre_scores_gemma":[0.99733865,0.000017748243,0.000058792037,0.0017696538,0.00010391799,0.000008341049,0.00007454803,0.0000050349727,0.0006232971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99956304,0.0000020679734,0.00016318915,0.00010150116,0.000093812574,0.000076369644],"domain_scores_gemma":[0.9997039,0.00001555726,0.00013360726,0.00013067503,0.000011687899,0.0000045738557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036300876,0.00007230589,0.000096195676,0.00003132041,0.0006594601,0.00019683367,0.00007546838,0.000043788932,0.000189487],"category_scores_gemma":[0.000013407175,0.000054084474,0.00003643419,0.000040118568,0.00048858556,0.001141853,0.00004862173,0.000088676796,0.000007628732],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094805735,0.00007800917,0.013531138,0.00007452741,0.00008007063,0.000001111227,0.0013040926,0.0000045073366,0.0008118115,0.9742456,0.0011267511,0.008647589],"study_design_scores_gemma":[0.00296191,0.0000063752473,0.87499446,0.000022119446,0.00006602794,0.000007038895,0.0015222055,0.0026061563,0.00015377303,0.093789496,0.023652593,0.00021786828],"about_ca_topic_score_codex":0.000076416865,"about_ca_topic_score_gemma":0.000007932585,"teacher_disagreement_score":0.8804561,"about_ca_system_score_codex":0.0000059143053,"about_ca_system_score_gemma":0.0000022564848,"threshold_uncertainty_score":0.5072101},"labels":[],"label_agreement":null},{"id":"W2608271941","doi":"10.1177/0047287517696980","title":"Why Tourists Choose Airbnb: A Motivation-Based Segmentation Study","year":2017,"lang":"en","type":"article","venue":"Journal of Travel Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":715,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Guelph; Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sharing economy; Seekers; Novelty; Accommodation; Marketing; Business; Advertising; E-commerce; Market segmentation; Tourism; Exploratory factor analysis; Service (business); Psychology; Computer science; Geography; Social psychology; World Wide Web; Political science","score_opus":0.1629638300932459,"score_gpt":0.3762387874103582,"score_spread":0.21327495731711232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608271941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99019283,0.00001804259,0.00051660824,0.0026718294,0.0003206538,0.00027830838,9.256821e-7,0.000007447978,0.0059933597],"genre_scores_gemma":[0.99787116,0.000003051287,0.00012986336,0.00040640932,0.0013133903,0.0000068839263,0.0000027109156,0.000012750288,0.00025377836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998628,0.000018133047,0.00034221422,0.00012807384,0.0006425042,0.00024106546],"domain_scores_gemma":[0.9984018,0.00016598933,0.00047102122,0.00028646388,0.00064897095,0.000025755122],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029276148,0.00008814231,0.00016752347,0.00052797893,0.0006843404,0.0011436399,0.000607216,0.00004332497,0.00034514215],"category_scores_gemma":[0.0011309632,0.0000701864,0.00007698542,0.00014516248,0.000052460684,0.0019585183,0.000087497516,0.0003964677,0.00007639034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052155874,0.0009682927,0.9258074,0.0001566194,0.00013492239,0.00019131061,0.0003211017,0.00029923755,0.00064199767,0.00062552385,0.036602534,0.033729475],"study_design_scores_gemma":[0.0020768114,0.00010404162,0.9871155,0.00008436777,0.00002069906,0.0000031453492,0.0010752009,0.0016518538,0.00037786335,0.0025165211,0.004867426,0.0001065618],"about_ca_topic_score_codex":0.0006540398,"about_ca_topic_score_gemma":0.00010747677,"teacher_disagreement_score":0.061308082,"about_ca_system_score_codex":0.00006421926,"about_ca_system_score_gemma":0.00008041528,"threshold_uncertainty_score":0.99989325},"labels":[],"label_agreement":null},{"id":"W2609321516","doi":"10.1002/jtr.2110","title":"Towards a new definition for “visiting friends and relatives”","year":2017,"lang":"en","type":"article","venue":"International Journal of Tourism Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"CLARITY; Visitor pattern; Phenomenon; Confusion; Tourism; Conceptual framework; Public relations; Sociology; Face (sociological concept); Theoretical definition; Marketing; Psychology; Social psychology; Business; Political science; Epistemology; Social science; Computer science","score_opus":0.19753104575070657,"score_gpt":0.39915073849678795,"score_spread":0.20161969274608138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609321516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8813374,0.00016771964,0.0040987385,0.020813147,0.0013814816,0.00015251372,0.000006132271,0.000012724699,0.09203016],"genre_scores_gemma":[0.9916028,0.000036736936,0.0022484993,0.00015840514,0.005370853,0.0000027192627,0.000004614798,0.000009582852,0.0005658265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990918,0.0000051414395,0.00023958262,0.00010224607,0.00040048241,0.00016071789],"domain_scores_gemma":[0.99856764,0.00014761541,0.00037691562,0.000101072685,0.0007823498,0.000024385903],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016027757,0.00006136219,0.000106518266,0.00038573664,0.00035612387,0.0011864933,0.0005523585,0.000048808677,0.00013712455],"category_scores_gemma":[0.0012806002,0.000052084866,0.00006964453,0.000033577835,0.000059080117,0.0021439337,0.00023012566,0.00027075567,0.000022868187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009973263,0.00013199134,0.06314987,0.00011534448,0.0005876346,0.00036390987,0.00055385544,0.000032702013,0.0006467842,0.44278526,0.058651887,0.4319834],"study_design_scores_gemma":[0.0022560717,0.000067326175,0.13232596,0.00030385752,0.000025248972,0.00006859567,0.00030438582,0.0018126852,0.00026282735,0.74791956,0.114494756,0.00015871019],"about_ca_topic_score_codex":0.00036458555,"about_ca_topic_score_gemma":0.000012488685,"teacher_disagreement_score":0.4318247,"about_ca_system_score_codex":0.000037444916,"about_ca_system_score_gemma":0.00006831318,"threshold_uncertainty_score":0.9998504},"labels":[],"label_agreement":null},{"id":"W2610115976","doi":"10.1016/j.marpol.2017.04.009","title":"Towards the economic viability of local seafood programs: Key features for the financial performance of community supported fisheries","year":2017,"lang":"en","type":"article","venue":"Marine Policy","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"University of British Columbia; Simon Fraser University","keywords":"Business; Profit (economics); Finance; Key (lock); Marketing; Economics; Computer science","score_opus":0.03862920932867632,"score_gpt":0.2549612280131236,"score_spread":0.2163320186844473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610115976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779801,0.0000055705996,0.00004141382,0.0039120545,0.0001695698,0.00047653305,0.000016355107,0.000021470581,0.017376931],"genre_scores_gemma":[0.99868685,0.000005435721,0.000035455476,0.00038026815,0.00062378374,0.000066497894,0.00003893289,0.000009670439,0.0001530994],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99940526,0.0000070153246,0.00024149485,0.000086990534,0.000058985683,0.0002002597],"domain_scores_gemma":[0.99858266,0.00009124928,0.00036671275,0.0008746491,0.00007748664,0.0000072173557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007076891,0.00012193734,0.00020639136,0.000042726082,0.0007377035,0.0001821251,0.0010626072,0.000057511894,0.00009020759],"category_scores_gemma":[0.00035862453,0.00007209754,0.00011246303,0.000049430448,0.00045575784,0.00055135967,0.0008912955,0.00018111806,0.000005569411],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003519141,0.000107151296,0.4154247,0.00074138195,0.00007789006,1.12595195e-7,0.0003715511,0.00010232112,0.0000030463495,0.02448577,0.0024254017,0.55590874],"study_design_scores_gemma":[0.00039376243,0.000051983072,0.9465224,0.000010345915,0.000036235655,8.83842e-7,0.00018588535,0.0039281147,0.00026869957,0.009812751,0.03869179,0.00009713514],"about_ca_topic_score_codex":0.052027293,"about_ca_topic_score_gemma":0.010347605,"teacher_disagreement_score":0.55581164,"about_ca_system_score_codex":0.000031572556,"about_ca_system_score_gemma":0.00010655731,"threshold_uncertainty_score":0.9542853},"labels":[],"label_agreement":null},{"id":"W2610540606","doi":"","title":"Mobile applications for eye care in Canada: a review of the iTunes store","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mobile device; Computer science; Internet privacy; Medicine; Optometry; World Wide Web","score_opus":0.11057750770614883,"score_gpt":0.39565075014782686,"score_spread":0.28507324244167803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610540606","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024874538,0.9924225,0.0000017632893,0.00016700709,0.00025059187,0.005549768,0.00014972471,0.000010108525,0.0014236117],"genre_scores_gemma":[0.00015623121,0.9941354,0.000014613043,0.0013559762,0.0004872384,0.003483787,0.00023347297,0.000024373277,0.000108945904],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985474,0.000011494943,0.00069898204,0.00030640807,0.00011095519,0.0003247727],"domain_scores_gemma":[0.9979704,0.00006359685,0.0012880818,0.0005575549,0.000086490574,0.00003386743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040402543,0.00023154444,0.0011565852,0.00010035988,0.00033221813,0.000035935147,0.00042944,0.0001053983,0.00001492899],"category_scores_gemma":[0.00003976048,0.00015194871,0.00015192537,0.00018712757,0.000031572963,0.00015769928,0.00010729567,0.00025309747,0.0000043488803],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017076536,0.00000580815,0.00030141734,0.4534464,0.000004087844,1.3997683e-7,0.000009769219,6.8924756e-8,1.09570526e-10,0.0005550731,0.0015170049,0.5441585],"study_design_scores_gemma":[0.00011608317,0.000006787987,0.00044994702,0.03544811,0.00017047912,0.0000010121558,0.000055996446,0.0000039692445,2.3073852e-9,0.00006900378,0.96354514,0.00013347233],"about_ca_topic_score_codex":0.25297397,"about_ca_topic_score_gemma":0.45439813,"teacher_disagreement_score":0.96202815,"about_ca_system_score_codex":0.0002882136,"about_ca_system_score_gemma":0.003218854,"threshold_uncertainty_score":0.7520006},"labels":[],"label_agreement":null},{"id":"W2612123397","doi":"","title":"Perception of consumers regarding the use of data in the sharing economy","year":2016,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Bachelor; Sharing economy; Business; Psychology; Political science; Law","score_opus":0.10383007802851425,"score_gpt":0.2728491382897528,"score_spread":0.16901906026123859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612123397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672165,0.00007969215,0.004722372,0.016574271,0.00028821395,0.00084613677,0.00041400932,0.00014783282,0.009710995],"genre_scores_gemma":[0.99719495,0.000035500972,0.0015592538,0.0003412247,0.000062037536,0.00003890366,0.000681662,0.000009249824,0.00007720169],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878424,0.000006029913,0.00055389403,0.00035070145,0.00012096055,0.00018414453],"domain_scores_gemma":[0.997269,0.00008578794,0.00063693454,0.0018040232,0.00019738378,0.0000069030407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010000335,0.00012808456,0.0002114261,0.0005967288,0.00010094319,0.00009032296,0.0018679887,0.00010367663,0.000137577],"category_scores_gemma":[0.0010388292,0.00007331924,0.00004233457,0.0006493547,0.00041253,0.0050701895,0.0010181419,0.0001567409,0.00002570382],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006504655,0.00019638549,0.4555787,0.0003730115,0.00010463211,0.000001855338,0.000049892857,0.00007981662,0.0007943175,0.42518556,0.016778778,0.100792],"study_design_scores_gemma":[0.0009924709,0.000011366547,0.02737635,0.00038825575,0.00008768825,0.0000038445337,0.0005376411,0.007817126,0.00039450856,0.002066487,0.960073,0.0002512716],"about_ca_topic_score_codex":0.00094426074,"about_ca_topic_score_gemma":0.00021114442,"teacher_disagreement_score":0.9432942,"about_ca_system_score_codex":0.000023718863,"about_ca_system_score_gemma":0.000037410864,"threshold_uncertainty_score":0.3675765},"labels":[],"label_agreement":null},{"id":"W2612345721","doi":"","title":"Bezdomovectví v České republice: Současné a budoucí možnosti začlenění lidí bez domova zpět do společnosti","year":2013,"lang":"cs","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Theology; Humanities; Philosophy","score_opus":0.008385747719977256,"score_gpt":0.2144418402455439,"score_spread":0.20605609252556667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612345721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5837651,0.0058820765,0.000020097741,0.00015139363,0.01076498,0.0017330401,0.00034298922,0.000389368,0.39695096],"genre_scores_gemma":[0.8625381,0.000069793234,0.00014415584,0.0004281007,0.00797927,0.00019360422,0.009220283,0.00029168715,0.11913498],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9891357,0.00006922418,0.0037514456,0.0026001774,0.0031131671,0.0013303224],"domain_scores_gemma":[0.9847397,0.00082287536,0.004898222,0.0015236952,0.0077158553,0.00029963104],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","scholarly_communication"],"category_scores_codex":[0.00069498,0.0020646066,0.0019146857,0.0021508902,0.0015582489,0.015800428,0.001923918,0.002080333,0.000259872],"category_scores_gemma":[0.0020029366,0.0020838624,0.0015954518,0.0018250819,0.000442402,0.016237197,0.000520631,0.0019612887,0.0005937544],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010710851,0.011350568,0.35648966,0.03838202,0.0144024715,0.005443895,0.014922377,0.0014012514,0.04714821,0.22278956,0.2444321,0.03252704],"study_design_scores_gemma":[0.009438203,0.001057537,0.26747644,0.02858202,0.0029081919,0.0028420424,0.004063973,0.0039249393,0.030897945,0.028565792,0.60622185,0.014021075],"about_ca_topic_score_codex":0.00040773893,"about_ca_topic_score_gemma":0.00001587311,"teacher_disagreement_score":0.36178976,"about_ca_system_score_codex":0.0005657049,"about_ca_system_score_gemma":0.0010008396,"threshold_uncertainty_score":0.9997416},"labels":[],"label_agreement":null},{"id":"W2614545387","doi":"","title":"Different Routes to the Same Competitive Destination: VOIP Regulation in the United States and Canada","year":2008,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Voice over IP; Business; Telecommunications; Advertising; Computer science; The Internet; World Wide Web","score_opus":0.017489772636606633,"score_gpt":0.20161784320732706,"score_spread":0.18412807057072042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614545387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900854,0.0000317219,0.000052117273,0.005427879,0.000116393814,0.00023462661,0.000005685956,0.000023710603,0.0040224465],"genre_scores_gemma":[0.98947084,0.000010024548,0.000025937647,0.009835238,0.00028555444,0.000024619161,0.00012978722,0.0000069163075,0.00021105856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994044,0.000013217408,0.00014693147,0.00014074364,0.00013997944,0.00015476112],"domain_scores_gemma":[0.99954516,0.00016766984,0.00006625932,0.00014973784,0.000057527628,0.000013625315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019225352,0.000103592145,0.00009410165,0.0000616681,0.00034148703,0.00019085809,0.00017708048,0.000023193697,0.00010079548],"category_scores_gemma":[0.00007906201,0.00006161176,0.000014018368,0.00023269479,0.000037829574,0.0003756175,0.000060403923,0.00012253001,0.000032984462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004932991,0.000049540988,0.67746985,0.00005415744,0.000026161031,0.000024206187,0.00078464526,0.0034093042,0.000009216767,0.3011732,0.016106213,0.00084415014],"study_design_scores_gemma":[0.00025499056,0.0000062789345,0.83129215,0.000037619782,0.000008414813,0.0000049661544,0.00071919453,0.0030257693,0.000019278343,0.0035688283,0.1609372,0.00012531645],"about_ca_topic_score_codex":0.6414548,"about_ca_topic_score_gemma":0.89245695,"teacher_disagreement_score":0.29760438,"about_ca_system_score_codex":0.00004594184,"about_ca_system_score_gemma":0.000020761443,"threshold_uncertainty_score":0.36093277},"labels":[],"label_agreement":null},{"id":"W2615179288","doi":"10.7202/1042482ar","title":"Couchsurfing : la distinction touristique par la rencontre","year":2017,"lang":"fr","type":"article","venue":"Téoros Revue de recherche en tourisme","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.11563767497917903,"score_gpt":0.34011950874427505,"score_spread":0.224481833765096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615179288","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16687463,0.0035638881,0.006876467,0.041542944,0.003803994,0.00074545573,0.00005388485,0.00042048705,0.7761183],"genre_scores_gemma":[0.8421052,0.001050239,0.0051471344,0.0006108904,0.0108796535,0.00008078976,0.00008246855,0.00013639743,0.13990721],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975357,0.00041524353,0.00054886827,0.00060846575,0.00015264578,0.00073908933],"domain_scores_gemma":[0.9961519,0.0018348305,0.000802624,0.0009790031,0.00014757612,0.00008402048],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008158318,0.00045478807,0.000556216,0.00018630244,0.0008505998,0.0022131093,0.00093272235,0.0017752798,0.001142715],"category_scores_gemma":[0.006053871,0.0005055521,0.00026772154,0.00019360957,0.00022008216,0.0024435709,0.00040989733,0.002299356,0.0006234845],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028298664,0.00047229702,0.12947804,0.0040537594,0.00040620044,0.0019050427,0.0020382479,0.00034460815,0.0003029483,0.080282465,0.081512794,0.6989206],"study_design_scores_gemma":[0.0009010032,0.000020457637,0.06898035,0.0012485081,0.00026915624,0.00015607518,0.00016785454,0.007873855,0.00017696526,0.060401537,0.85905707,0.000747161],"about_ca_topic_score_codex":0.0040501608,"about_ca_topic_score_gemma":0.0006859644,"teacher_disagreement_score":0.77754426,"about_ca_system_score_codex":0.000524786,"about_ca_system_score_gemma":0.00020350785,"threshold_uncertainty_score":0.9997704},"labels":[],"label_agreement":null},{"id":"W2616915234","doi":"10.5539/ijef.v9n6p174","title":"Sharing Economy: For an Economic Taxonomy","year":2017,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharing economy; Redistribution (election); Externality; Excludability; Economics; Goods and services; Exchange economy; Phenomenon; Consumption (sociology); Economic efficiency; Microeconomics; Market economy; Economy; Business; Public good; Industrial organization; Computer science","score_opus":0.05710783347342505,"score_gpt":0.2533012719362628,"score_spread":0.19619343846283774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616915234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794027,0.00005630462,0.0002656829,0.0012840468,0.0019319741,0.00010305674,0.0000130512535,0.000003926688,0.016939258],"genre_scores_gemma":[0.99510014,0.0002663037,0.00076537096,0.00057506637,0.0031417431,0.000010803141,0.0000067837123,0.0000117091495,0.00012205453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937105,4.431803e-7,0.000343834,0.00016003149,0.000013206207,0.00011144807],"domain_scores_gemma":[0.9987132,0.000020406955,0.0009872102,0.0001733762,0.00009488696,0.000010920545],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00033975465,0.00009424918,0.00017805335,0.000121818535,0.00018391732,0.0012401068,0.0007472073,0.000041338208,0.00002779022],"category_scores_gemma":[0.000028228562,0.000096515745,0.0000852879,0.000003313995,0.000045581583,0.004219104,0.00013590367,0.00006748569,0.000019753816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019646941,0.00003530269,0.029877502,0.00001503759,0.00012977948,0.000004676498,0.000019565801,0.0054249866,0.0000022610789,0.8870599,0.0009775594,0.0762569],"study_design_scores_gemma":[0.0009679702,0.000024802368,0.0070864814,0.000024947512,0.000013312988,0.000021747219,0.000019786023,0.09062374,0.000028162625,0.15418965,0.7468393,0.00016010118],"about_ca_topic_score_codex":0.00010567548,"about_ca_topic_score_gemma":0.00015873837,"teacher_disagreement_score":0.74586177,"about_ca_system_score_codex":0.000051518575,"about_ca_system_score_gemma":0.00003441467,"threshold_uncertainty_score":0.9997967},"labels":[],"label_agreement":null},{"id":"W2620186255","doi":"10.2139/ssrn.2976021","title":"How Much Is an Image Worth? Airbnb Property Demand Estimation Leveraging Large Scale Image Analytics","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Analytics; Image (mathematics); Scale (ratio); Property (philosophy); Computer science; Estimation; Business; Data science; Econometrics; Economics; Artificial intelligence; Cartography; Geography","score_opus":0.01905888485940452,"score_gpt":0.23707944364768868,"score_spread":0.21802055878828416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620186255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9244368,0.00017798644,0.06340717,0.005098179,0.00036871398,0.00022824798,0.0000038181056,0.000098736346,0.006180326],"genre_scores_gemma":[0.99442184,0.00013960802,0.00079282356,0.00050311914,0.0014573522,0.000004799544,0.000025455465,0.000038542144,0.00261645],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974938,0.000008257761,0.00026928005,0.000316639,0.0002342826,0.0016777616],"domain_scores_gemma":[0.99875623,0.000009844188,0.0005441595,0.00047288253,0.00018009864,0.000036758713],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018045148,0.00023764206,0.0002468951,0.00020063164,0.0016995042,0.004122892,0.00065185985,0.00008817163,0.000114390234],"category_scores_gemma":[0.00012262762,0.00017315114,0.00012997967,0.00010356669,0.00005870969,0.009006936,0.0001522765,0.001059938,0.00014009909],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005073436,0.0010062938,0.5832771,0.00058605237,0.0011865248,0.00015389487,0.0013925127,0.00031274927,0.0021519118,0.07441769,0.011790551,0.3232174],"study_design_scores_gemma":[0.004028247,0.00012180415,0.049068358,0.00021906153,0.00042265546,0.00032768928,0.0059355623,0.40246627,0.00063232664,0.51155627,0.023764366,0.0014573977],"about_ca_topic_score_codex":0.00027040736,"about_ca_topic_score_gemma":0.0022926352,"teacher_disagreement_score":0.5342087,"about_ca_system_score_codex":0.00024633372,"about_ca_system_score_gemma":0.0002612941,"threshold_uncertainty_score":0.9996002},"labels":[],"label_agreement":null},{"id":"W2624916336","doi":"10.1177/0169796x17710071","title":"The Emergence of the Sharing Economy: Implications for Development","year":2017,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sharing economy; Digital economy; Business; Transaction cost; Goods and services; Service economy; Economies of scale; Economics; Service provider; Capital (architecture); Service (business); Industrial organization; Economy; Market economy; Marketing; Finance","score_opus":0.07159668519316982,"score_gpt":0.28686507590592514,"score_spread":0.21526839071275533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624916336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92490196,0.0006135508,0.0069040176,0.047712512,0.003049567,0.0004496225,0.0000021531098,0.000022472233,0.016344143],"genre_scores_gemma":[0.9958169,0.000065068576,0.0023419436,0.0005844816,0.0005681117,0.000014762158,6.675509e-7,0.000010280039,0.00059778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933046,0.0000011818128,0.0004010682,0.000069343856,0.000060449936,0.00013750595],"domain_scores_gemma":[0.998197,0.00007287704,0.0011913743,0.00023268325,0.0003008796,0.0000051750612],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007347029,0.00007327258,0.00012604767,0.00002822618,0.0017384051,0.00039329013,0.0009875554,0.000032859705,0.000008109798],"category_scores_gemma":[0.00024862535,0.00004186731,0.00012935058,0.000042654316,0.000084631014,0.0007777975,0.00023558171,0.0000895049,0.0000028779075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027460705,0.000020953263,0.523788,0.00037996587,0.00032954843,1.7078979e-7,0.0009389472,0.00009794763,0.000089096975,0.4166745,0.035216972,0.022436494],"study_design_scores_gemma":[0.00022860624,0.0000031652362,0.51840526,0.0001712827,0.000027661898,0.0000028642899,0.0006382962,0.00010314891,0.00059641775,0.15869091,0.32100442,0.00012794466],"about_ca_topic_score_codex":0.0000066439243,"about_ca_topic_score_gemma":0.000024885341,"teacher_disagreement_score":0.28578746,"about_ca_system_score_codex":0.000028437913,"about_ca_system_score_gemma":0.00015019294,"threshold_uncertainty_score":0.9995612},"labels":[],"label_agreement":null},{"id":"W2725952321","doi":"10.5430/jms.v8n3p35","title":"Assess the Application Level of Hotels Located in Aqaba City to the ENAT Standards from the Staff’s Point of View","year":2017,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Toilet; Tourism; Business; Work (physics); Marketing; Point (geometry); Transport engineering; Geography; Engineering","score_opus":0.11245422898479095,"score_gpt":0.3012130419553792,"score_spread":0.18875881297058822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725952321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813561,0.00032171758,0.005215289,0.0032980382,0.00016846831,0.00044760393,0.000027244383,0.0000036950125,0.009161875],"genre_scores_gemma":[0.9992497,0.00022745304,0.00003854609,0.00021481351,0.00018783796,0.000005471965,0.0000031861332,0.0000054135576,0.00006756113],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905264,0.000013988235,0.00043679992,0.00010179191,0.00027717798,0.000117579955],"domain_scores_gemma":[0.99858516,0.000075311065,0.00081591407,0.00034745736,0.00016699776,0.000009173675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001979768,0.00010181088,0.00021488604,0.00008154082,0.00020127294,0.00033374646,0.0007015192,0.000030937023,0.0000574747],"category_scores_gemma":[0.000052492585,0.00004813108,0.0000629015,0.00011680295,0.0000591376,0.0006285004,0.00019515466,0.00015193838,0.000002171329],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012237673,0.00051679375,0.21833341,0.0010183481,0.0012137586,0.000050525825,0.0012864759,0.0045797452,0.00024149296,0.14148076,0.022634119,0.6074208],"study_design_scores_gemma":[0.00087674777,0.00004650362,0.93985194,0.00027748657,0.00014161195,0.0000020051034,0.0026675826,0.0012894472,0.0001524041,0.017665198,0.03690372,0.00012534257],"about_ca_topic_score_codex":0.001212698,"about_ca_topic_score_gemma":0.0013196663,"teacher_disagreement_score":0.7215185,"about_ca_system_score_codex":0.000018505369,"about_ca_system_score_gemma":0.000021140038,"threshold_uncertainty_score":0.32183248},"labels":[],"label_agreement":null},{"id":"W2726552283","doi":"10.1108/whatt-05-2017-0023","title":"How should Canadian tourism embrace the disruption caused by the sharing economy?","year":2017,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Algonquin College","funders":"","keywords":"Tourism; Sharing economy; Viewpoints; Summit; Context (archaeology); Originality; Economy; Hospitality; Hospitality industry; Business; Value (mathematics); Marketing; Hospitality management studies; Public relations; Political science; Economics; Geography; Computer science; Law","score_opus":0.025851948870213935,"score_gpt":0.2303189951301291,"score_spread":0.20446704625991516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726552283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8023487,0.0007292218,0.000045653946,0.109674595,0.00067540514,0.00049812335,0.0000191175,0.00008927353,0.08591995],"genre_scores_gemma":[0.98759973,0.000045915807,0.0000067568362,0.0036713977,0.0013368684,0.000046639867,0.000029933055,0.000025338848,0.00723739],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988005,0.000007829652,0.00021040218,0.0004031471,0.00011492795,0.0004631673],"domain_scores_gemma":[0.9985614,0.000074488846,0.00032126918,0.00094763166,0.000045626766,0.00004957646],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00064511,0.0002588455,0.00021972621,0.00007791301,0.0027227704,0.0047962684,0.000982469,0.00010638202,0.0001102933],"category_scores_gemma":[0.00012965324,0.00015765794,0.00010804727,0.00007231963,0.00022861546,0.0025083337,0.00033894237,0.00032668485,0.000047058507],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043519067,0.00009106375,0.3847656,0.00024311116,0.00040205376,0.0000719488,0.0012032611,0.00002265265,0.00002488276,0.3770813,0.16685441,0.0691962],"study_design_scores_gemma":[0.00051603845,0.000009371079,0.1936683,0.000059093,0.00011306334,0.000004054322,0.0017193116,0.001725487,0.00006922044,0.15017907,0.6513713,0.00056568685],"about_ca_topic_score_codex":0.08462756,"about_ca_topic_score_gemma":0.07387707,"teacher_disagreement_score":0.4845169,"about_ca_system_score_codex":0.000043425367,"about_ca_system_score_gemma":0.00002519912,"threshold_uncertainty_score":0.99857557},"labels":[],"label_agreement":null},{"id":"W2730268506","doi":"10.1093/geroni/igx004.3175","title":"UNDERSTANDING THE USE OF COMPENSATORY STRATEGIES TO ENHANCE OLDER DRIVERS’ MOBILITY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Université de Sherbrooke","funders":"","keywords":"Adaptive strategies; Exploratory research; Psychology; Newspaper; Applied psychology; Business; Advertising","score_opus":0.1663525609333205,"score_gpt":0.3085897443217446,"score_spread":0.1422371833884241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730268506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9769436,0.0000014321845,0.017565014,0.0007807864,0.00025359401,0.00014888067,5.476227e-7,0.000030892425,0.0042752633],"genre_scores_gemma":[0.9989826,4.2117358e-7,0.00012603219,0.0007537381,0.00009406412,0.00000603904,0.0000024082867,0.0000060644816,0.000028632161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99945307,0.0000022871823,0.00023868284,0.00012310014,0.00007709932,0.00010573334],"domain_scores_gemma":[0.9993122,0.00005205963,0.00027511604,0.00027592038,0.00008264671,0.0000020613727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045794,0.000062342406,0.00008381031,0.00019100851,0.0002602116,0.00055624393,0.00020874744,0.000023759028,0.000048190177],"category_scores_gemma":[0.00013168441,0.000051356896,0.000013205144,0.00027508207,0.000055930544,0.0024274914,0.000109529494,0.00008885785,0.000019331932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010775698,0.000022336455,0.5614986,0.000091877344,0.000011906224,0.0000015307136,0.0008408563,0.0031533265,0.00047897568,0.43130252,0.0006729628,0.0019143422],"study_design_scores_gemma":[0.00027787578,0.0000025527318,0.9465071,0.000214702,0.000005860309,2.452133e-7,0.0033291674,0.0053967377,0.0004974571,0.0368962,0.0066919625,0.00018013433],"about_ca_topic_score_codex":0.00041266528,"about_ca_topic_score_gemma":0.00024143075,"teacher_disagreement_score":0.39440632,"about_ca_system_score_codex":0.000043292923,"about_ca_system_score_gemma":0.000014413378,"threshold_uncertainty_score":0.5363873},"labels":[],"label_agreement":null},{"id":"W2737221060","doi":"10.25071/2291-3637.40227","title":"The Sharing Economy as Primitive Accumulation: Locating the Political-Economic Position of the Capital-Extractive Sharing Economy","year":2017,"lang":"en","type":"article","venue":"HPS The Journal of History and Political Science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Capitalism; Context (archaeology); Order (exchange); Marxist philosophy; Position (finance); Deregulation; Capital (architecture); Economics; Politics; Economy; Political economy; Market economy; Economic system; Political science; Law","score_opus":0.038723395635700895,"score_gpt":0.2748610514712212,"score_spread":0.2361376558355203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737221060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8359029,0.00016473618,0.000069360794,0.009432998,0.000702846,0.00017530964,0.0000013098625,0.0000061301134,0.15354438],"genre_scores_gemma":[0.9972622,0.0000054424695,0.0000092161545,0.0017374418,0.0008045723,0.0000032790263,2.685613e-7,0.0000072356133,0.00017034808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99872094,0.00001902289,0.0004472103,0.00018435321,0.00013433943,0.0004941128],"domain_scores_gemma":[0.99784243,0.00056459184,0.00086483516,0.00049177214,0.00017098301,0.00006538248],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027089817,0.00013359111,0.00017174939,0.00006788228,0.0026238947,0.0006410306,0.0016059363,0.00004346603,0.00007625707],"category_scores_gemma":[0.0005796088,0.00006497265,0.000108437154,0.00004522107,0.0018648487,0.002915538,0.00051157764,0.00035767045,0.00002519264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002770691,0.000011044901,0.013741936,0.000015334192,0.000019517609,8.681683e-7,0.000256849,0.000066857945,0.000059483602,0.98528117,0.00006628335,0.0004529538],"study_design_scores_gemma":[0.00050493644,0.00005136487,0.3287105,0.00020365063,0.00018728085,0.00018842501,0.004202974,0.012401025,0.0009256073,0.62941504,0.022890626,0.00031853444],"about_ca_topic_score_codex":0.001283009,"about_ca_topic_score_gemma":0.00009083606,"teacher_disagreement_score":0.3558661,"about_ca_system_score_codex":0.0005206154,"about_ca_system_score_gemma":0.0002475655,"threshold_uncertainty_score":0.9986746},"labels":[],"label_agreement":null},{"id":"W2738093876","doi":"","title":"Sophie BOULAY (2015), Usurpation de l’identité citoyenne dans l’espace public. Astroturfing, communication et démocratie. Québec, Presses de l’Université du Québec","year":2017,"lang":"fr","type":"article","venue":"Communication. Information médias théories pratiques","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.0166608315832685,"score_gpt":0.24052698417789156,"score_spread":0.22386615259462306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738093876","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32213247,0.032194905,0.030204697,0.4431217,0.0012029052,0.00229674,0.00018155723,0.0011180833,0.16754693],"genre_scores_gemma":[0.9548614,0.03034899,0.005449745,0.0034024147,0.00037748285,0.00028606653,0.0019713743,0.00006064024,0.0032418654],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975504,0.00024277857,0.0010216656,0.0002557395,0.00034345957,0.0005859028],"domain_scores_gemma":[0.9923628,0.00052341504,0.0026116124,0.0030023342,0.001395415,0.00010443509],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0024587507,0.00047544984,0.00043175236,0.00038189028,0.0040646903,0.007079472,0.003060619,0.000385452,0.001751244],"category_scores_gemma":[0.0031909153,0.0005453575,0.00017130321,0.0002621183,0.00067778246,0.046581928,0.0016209291,0.0007918848,0.00049921474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012791195,0.00024667554,0.3775227,0.00069321634,0.00028315594,0.0000023322245,0.024678081,0.0010976156,0.000022183454,0.2433944,0.33493945,0.016992258],"study_design_scores_gemma":[0.0007465542,0.000032330518,0.19642171,0.0004786552,0.00015031279,0.000015333047,0.006723041,0.010775345,0.00017206893,0.0045247115,0.7793813,0.0005786527],"about_ca_topic_score_codex":0.23465212,"about_ca_topic_score_gemma":0.31707606,"teacher_disagreement_score":0.63272893,"about_ca_system_score_codex":0.0008559505,"about_ca_system_score_gemma":0.0018188652,"threshold_uncertainty_score":0.9996998},"labels":[],"label_agreement":null},{"id":"W2741473592","doi":"","title":"Capturing Excess in the On-Demand Economy","year":2017,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Externality; Microeconomics; Capacity utilization; Economics; Gig economy; Set (abstract data type); Industrial organization; Business; Natural resource economics; Economy; Computer science","score_opus":0.02716898046734411,"score_gpt":0.23827554156210803,"score_spread":0.21110656109476392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741473592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5535186,0.000037686004,0.000007874387,0.001363282,0.00031963235,0.00015278817,0.0000010246398,0.00003539665,0.44456372],"genre_scores_gemma":[0.9913352,0.0000039279475,0.00001641139,0.00644397,0.0015559363,0.000036828882,0.0000080498285,0.000014851134,0.0005848118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991564,0.0000049574824,0.00020167255,0.00026284682,0.00008662658,0.000287482],"domain_scores_gemma":[0.9990336,0.00005576674,0.00019158976,0.0006840182,0.000020156594,0.000014927061],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060477713,0.00015416332,0.00016695334,0.00007271121,0.0006612131,0.0018194518,0.0008820265,0.00006848248,0.0004886236],"category_scores_gemma":[0.00008227029,0.000111803136,0.00006557287,0.000045568668,0.00006241127,0.0022982594,0.0001567976,0.0002702832,0.0022166006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052095038,0.00008736245,0.21936165,0.00014510525,0.000032768683,0.00007165907,0.00012623702,0.00024509625,0.0000061804462,0.7706511,0.00653769,0.0026830453],"study_design_scores_gemma":[0.0011404128,0.000009486562,0.18696675,0.00013685369,0.00002089528,0.000004070098,0.00022500586,0.00069788576,0.00007260212,0.09886507,0.7114355,0.00042550082],"about_ca_topic_score_codex":0.0031212966,"about_ca_topic_score_gemma":0.0028864748,"teacher_disagreement_score":0.70489776,"about_ca_system_score_codex":0.000021399557,"about_ca_system_score_gemma":0.000010114343,"threshold_uncertainty_score":0.99921674},"labels":[],"label_agreement":null},{"id":"W2747047513","doi":"10.1177/0007650317727540","title":"The Governance of Digital Technology, Big Data, and the Internet: New Roles and Responsibilities for Business","year":2017,"lang":"en","type":"article","venue":"Business & Society","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":301,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"Copenhagen Business School; National Security Agency","keywords":"The Internet; Corporate governance; Politics; Salient; Business; Public relations; Big data; Power (physics); Political science; Computer science","score_opus":0.03671584685360937,"score_gpt":0.23571122450430135,"score_spread":0.19899537765069197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747047513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9399026,0.0046874085,0.0020167497,0.05037436,0.00083803997,0.00069914514,0.00010267109,0.00008853077,0.0012904991],"genre_scores_gemma":[0.99719924,0.0005480593,0.00012476492,0.00023638282,0.0006891318,0.000017878645,0.0000212904,0.000015773521,0.0011474689],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992573,0.0000015988021,0.0002066148,0.0002655693,0.00008792903,0.00018094174],"domain_scores_gemma":[0.99834406,0.00023944325,0.00039680212,0.0008047183,0.00020832151,0.000006624863],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005477734,0.00014038049,0.00020709421,0.000016329615,0.00066779804,0.0012928016,0.0008684834,0.00008404816,0.0000025349896],"category_scores_gemma":[0.0011026587,0.000078456185,0.000045626228,0.00013182794,0.0010275679,0.0015924975,0.001168541,0.000085092266,0.0000024642839],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011266096,0.000056253542,0.17382586,0.00091750507,0.0002909254,0.0000012810204,0.000745724,0.000006527075,0.00003632556,0.2578792,0.042254385,0.5228594],"study_design_scores_gemma":[0.0029922607,0.0000052486025,0.3621001,0.00021649733,0.00011090664,0.0000068283125,0.00172729,0.004410972,0.000030631396,0.10680472,0.52128154,0.00031300387],"about_ca_topic_score_codex":0.000780031,"about_ca_topic_score_gemma":0.000559008,"teacher_disagreement_score":0.5225464,"about_ca_system_score_codex":0.00000746449,"about_ca_system_score_gemma":0.00004831741,"threshold_uncertainty_score":0.99974394},"labels":[],"label_agreement":null},{"id":"W2750111399","doi":"10.1093/cjres/rsx005","title":"Sharing economies: moving beyond binaries in a digital age","year":2017,"lang":"en","type":"article","venue":"Cambridge Journal of Regions Economy and Society","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"European Commission","keywords":"Sharing economy; Transformative learning; Government (linguistics); Social media; Economy; Sociology; Economics; Political science; Law","score_opus":0.02219196372244857,"score_gpt":0.22127417764121324,"score_spread":0.19908221391876468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750111399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94479865,0.0002528645,0.00016314519,0.0014782713,0.00029600048,0.00008240125,0.0000030249316,0.000014172313,0.052911468],"genre_scores_gemma":[0.9974399,0.000163954,0.00009732382,0.0007962676,0.0008215274,0.0000032044893,0.000004352122,0.00001354226,0.00065989187],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991076,0.0000010259819,0.00042417567,0.00019111265,0.000038649214,0.00023745633],"domain_scores_gemma":[0.99885774,0.00005096195,0.0007342938,0.000264972,0.00006096144,0.00003106894],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00045954427,0.00015502106,0.00034024683,0.00012874708,0.00056628155,0.0025072778,0.00042783987,0.00009135928,0.000013334667],"category_scores_gemma":[0.0000995962,0.00014591718,0.00023445814,0.000043032574,0.00019261433,0.0066101914,0.00027259582,0.00026943086,0.000015281263],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053043706,0.00008141419,0.6333039,0.00027057325,0.00022242407,0.00014123738,0.00078502507,0.000091930546,0.000007143897,0.3431668,0.014479831,0.0073966947],"study_design_scores_gemma":[0.0049346513,0.00007145035,0.32184088,0.00066921243,0.00014814138,0.0003042932,0.007924892,0.008273639,0.000032075677,0.12375318,0.5308162,0.0012313647],"about_ca_topic_score_codex":0.00009258775,"about_ca_topic_score_gemma":0.000033433997,"teacher_disagreement_score":0.5163364,"about_ca_system_score_codex":0.000057481804,"about_ca_system_score_gemma":0.000037969403,"threshold_uncertainty_score":0.99852824},"labels":[],"label_agreement":null},{"id":"W2751678849","doi":"10.2501/ijmr-2017-040","title":"Dual Roles of Consumers: Towards an Insight into Collaborative Consumption Motives","year":2017,"lang":"en","type":"article","venue":"International Journal of Market Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Consumption (sociology); Dual (grammatical number); Consistency (knowledge bases); Marketing; Disposition; Experiential learning; Business; Interdependence; Process (computing); Perception; Psychology; Social psychology; Sociology; Computer science","score_opus":0.08910869411025177,"score_gpt":0.38733516478255664,"score_spread":0.2982264706723049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751678849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94880205,0.00019498476,0.000057396355,0.0015921935,0.00068335555,0.00009760866,0.000009924075,0.0000060320726,0.04855646],"genre_scores_gemma":[0.99829805,0.00023174335,0.00025614153,0.00006209951,0.00089134334,0.0000028406441,0.000008251517,0.000008821717,0.00024069722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850583,0.00004499279,0.0003859784,0.00013005806,0.0007782842,0.00015485036],"domain_scores_gemma":[0.9960647,0.00018325291,0.000669657,0.00018713724,0.0028684929,0.00002675006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027657226,0.000090608795,0.00018768567,0.0006277171,0.00023566856,0.0007922413,0.0008923245,0.00006319193,0.001148823],"category_scores_gemma":[0.0014917575,0.00007443996,0.00006654937,0.00007837978,0.00032753812,0.0034889716,0.00030575471,0.00030092793,0.000036709014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048956643,0.000674476,0.69406104,0.00022705515,0.0011506864,0.00037415858,0.0023860456,0.00004789781,0.0025788215,0.031084614,0.0110035045,0.25151604],"study_design_scores_gemma":[0.002882456,0.00016843426,0.8412803,0.0005708104,0.00004016901,0.000051657025,0.0023023984,0.002686437,0.0035283284,0.028672379,0.11753196,0.0002846619],"about_ca_topic_score_codex":0.00035709387,"about_ca_topic_score_gemma":0.00035260725,"teacher_disagreement_score":0.25123137,"about_ca_system_score_codex":0.000066120316,"about_ca_system_score_gemma":0.00015662733,"threshold_uncertainty_score":0.99976426},"labels":[],"label_agreement":null},{"id":"W2753464087","doi":"10.1177/0169796x17710074","title":"Profile of the Sharing Economy in the Developing World: Examples of Companies Trying to Change the World","year":2017,"lang":"en","type":"article","venue":"Journal of Developing Societies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Ohio State University","keywords":"Business; Sharing economy; Developing country; The Internet; Industrial organization; World economy; Marketing; Commerce; Market economy; Economics; Economic growth","score_opus":0.11276975244374257,"score_gpt":0.2883114477290134,"score_spread":0.17554169528527083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753464087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673784,0.00033647477,0.00012747469,0.021086669,0.0006659349,0.00037090696,0.0000016398369,0.000008996109,0.010023502],"genre_scores_gemma":[0.9950514,0.00002813616,0.001364057,0.0025769009,0.00066556793,0.000017783917,7.2251527e-7,0.000013167958,0.00028228684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988028,0.000013186288,0.0006349652,0.00011726063,0.00020231884,0.00022950523],"domain_scores_gemma":[0.99783933,0.00022147238,0.0014087777,0.00033535255,0.00018856763,0.0000064924648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017053125,0.00014725649,0.00033369748,0.00023554185,0.0006372884,0.00048144173,0.0016387155,0.00003476893,0.000026991893],"category_scores_gemma":[0.00020338883,0.00007753507,0.00015400807,0.00036487367,0.00014020286,0.0012360307,0.00049804174,0.00027972792,0.000003874207],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051737195,0.000034081993,0.8523922,0.0010387308,0.00021278487,0.0000034847899,0.013597805,0.00020055243,0.000041185234,0.116880104,0.008584811,0.00696254],"study_design_scores_gemma":[0.00036433488,0.000006338103,0.8974904,0.0019079668,0.000038898535,0.0000060660286,0.0070567518,0.00017655933,0.00055512856,0.02002372,0.07215434,0.00021953271],"about_ca_topic_score_codex":0.00016669923,"about_ca_topic_score_gemma":0.001072726,"teacher_disagreement_score":0.09685638,"about_ca_system_score_codex":0.00006084996,"about_ca_system_score_gemma":0.00009071607,"threshold_uncertainty_score":0.49015713},"labels":[],"label_agreement":null},{"id":"W2754635873","doi":"10.15302/j-laf-20170304","title":"From possession to use &amp;#8212; An Interview with Dajian Zhu on sharing economy and sharing city","year":2017,"lang":"en","type":"article","venue":"Landscape Architecture Frontiers","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Sharing economy; Possession (linguistics); Urbanization; Business; China; Promotion (chess); Consumption (sociology); Economy; Marketing; Economic system; Economics; Economic growth; Political science; Sociology; Law","score_opus":0.03860281953209467,"score_gpt":0.2433126702725216,"score_spread":0.2047098507404269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754635873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786337,0.000040865274,0.009246304,0.001515395,0.0004233223,0.0003028741,0.000014397494,0.00013317479,0.00968994],"genre_scores_gemma":[0.98955995,0.0000050197755,0.005365335,0.0034217914,0.0009933738,0.00002323302,0.00013457153,0.000048900132,0.0004478123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985401,0.000005293332,0.00021758344,0.00075073267,0.00010539312,0.00038088317],"domain_scores_gemma":[0.9986313,0.000025733836,0.00022707506,0.0009963888,0.000032616746,0.00008686939],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0002480152,0.00031379578,0.0003483758,0.00025453517,0.0006310318,0.0024804042,0.000773799,0.00009615545,0.0001846573],"category_scores_gemma":[0.00006407372,0.00023500776,0.000060479146,0.00007373127,0.00004700233,0.0021987625,0.00053638534,0.00030154226,0.000055186516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003316372,0.000039437236,0.9511872,0.000077652796,0.00009169069,0.000015596366,0.0004944719,0.0003622097,0.000021209815,0.00050655263,0.002150769,0.04472155],"study_design_scores_gemma":[0.0017392643,0.000091412556,0.6911669,0.00074991153,0.000118214695,0.0000096566255,0.0003237267,0.0054599294,0.000050702438,0.028004117,0.27124858,0.001037601],"about_ca_topic_score_codex":0.0013452508,"about_ca_topic_score_gemma":0.0023695868,"teacher_disagreement_score":0.2690978,"about_ca_system_score_codex":0.000021619708,"about_ca_system_score_gemma":0.000008709148,"threshold_uncertainty_score":0.9985551},"labels":[],"label_agreement":null},{"id":"W2755022406","doi":"10.1016/j.ijhm.2017.08.011","title":"The effects of Airbnb’s price positioning on hotel performance","year":2017,"lang":"en","type":"article","venue":"International Journal of Hospitality Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":153,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Metropolitan area; Quarter (Canadian coin); Price dispersion; Advertising; Economics; Geography; Econometrics","score_opus":0.007335398509296924,"score_gpt":0.2289525697733528,"score_spread":0.22161717126405586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755022406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.935434,0.000041653966,0.00014806777,0.0009923218,0.0025811037,0.000112512294,3.9875374e-7,0.000007946957,0.060682036],"genre_scores_gemma":[0.9985847,0.0001016077,0.0000883133,0.00033654695,0.0005475747,0.000003821234,0.000001637163,0.000006913542,0.00032891936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990452,0.0000032086034,0.00033800284,0.000091085974,0.0004039019,0.00011861234],"domain_scores_gemma":[0.99843824,0.000059929942,0.0010046471,0.00024053629,0.00024743748,0.00000919655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005503765,0.0000925106,0.00011626936,0.000118250086,0.00032600827,0.0005348452,0.0010413774,0.000022027783,0.000022111135],"category_scores_gemma":[0.00013965793,0.00006466911,0.000110382825,0.000026928503,0.00004954071,0.0012152573,0.0001959375,0.00011410357,0.00003442223],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010129329,0.0005852752,0.28659302,0.00082564866,0.0020135504,0.00028037085,0.00022352791,0.0007620187,0.000117356234,0.38818198,0.0028243938,0.3165799],"study_design_scores_gemma":[0.0008407492,0.00008266401,0.9808517,0.0004886368,0.00005521254,0.0000052035916,0.00013695563,0.00047105056,0.0007407286,0.009069092,0.007138879,0.000119129385],"about_ca_topic_score_codex":0.00004172451,"about_ca_topic_score_gemma":0.0000036004287,"teacher_disagreement_score":0.6942587,"about_ca_system_score_codex":0.000044750304,"about_ca_system_score_gemma":0.000007355636,"threshold_uncertainty_score":0.51575243},"labels":[],"label_agreement":null},{"id":"W2760840464","doi":"10.1109/ihtc.2017.8058188","title":"A virtual marketplace for goods and services for people with social needs","year":2017,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Provisioning; Goods and services; Business; Intangible good; Public good; Supply and demand; Perception; Knowledge management; Computer science; Marketing; Commerce; Computer security; Economics; Telecommunications; Microeconomics","score_opus":0.016101841806563325,"score_gpt":0.22559699767911698,"score_spread":0.20949515587255366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760840464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95220876,0.000007772443,0.0028205055,0.0019077113,0.00018713936,0.00050226355,0.000010670765,0.00007441081,0.042280767],"genre_scores_gemma":[0.9950614,9.758011e-7,0.00047627348,0.0008915978,0.0009623387,0.00008071247,0.000026511461,0.000015312255,0.0024848774],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995832,3.9701405e-7,0.000078606136,0.00013154915,0.000038568538,0.00016770483],"domain_scores_gemma":[0.99966687,0.00004650929,0.00012470002,0.000115555704,0.000039665207,0.0000067131355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019489114,0.000095058494,0.0001332953,0.00005460409,0.00078263,0.00084700703,0.00017328968,0.00004733392,0.00007422328],"category_scores_gemma":[0.000015031162,0.00007093006,0.00003359656,0.000028645733,0.000022199663,0.001395712,0.000084250016,0.000026930447,0.000009323641],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019950694,0.00008095784,0.5539199,0.0019075257,0.000210596,8.12895e-7,0.00078282383,0.00000797421,0.00003835914,0.36759582,0.019045003,0.054415148],"study_design_scores_gemma":[0.006437465,0.00010996681,0.4019569,0.00008504789,0.00022201703,0.0000030931935,0.004798178,0.035624553,0.00006862208,0.01647053,0.5334184,0.0008052257],"about_ca_topic_score_codex":0.00037974128,"about_ca_topic_score_gemma":0.0019285139,"teacher_disagreement_score":0.5143734,"about_ca_system_score_codex":0.000004072252,"about_ca_system_score_gemma":0.000006905147,"threshold_uncertainty_score":0.8167708},"labels":[],"label_agreement":null},{"id":"W2762198658","doi":"10.1109/ihtc.2017.8058194","title":"Welcoming Syrian refugees to Canada technology-enabled social innovation","year":2017,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Grassroots; Refugee; Leverage (statistics); Humanitarian crisis; Social innovation; Government (linguistics); Political science; Syrian refugees; Refugee crisis; Civil society; Public relations; Economic growth; Business; Politics; Economics; Computer science","score_opus":0.019652002571830158,"score_gpt":0.23688978819256948,"score_spread":0.2172377856207393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762198658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83597153,0.0000015061268,0.00009350579,0.014325459,0.00049212226,0.00011236803,9.570638e-7,0.0001165442,0.14888601],"genre_scores_gemma":[0.9928106,8.0262026e-8,0.00016460539,0.0036255585,0.0008331177,0.000011881666,0.000009898954,0.000009207966,0.0025350237],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994015,4.19521e-7,0.00016126758,0.0001596553,0.00007582379,0.00020130868],"domain_scores_gemma":[0.99949694,0.000005642216,0.00016455505,0.00023295115,0.00009538133,0.0000045211214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017781567,0.00008757253,0.00011133,0.00024298149,0.0009727987,0.00049416756,0.00037137195,0.00006551508,0.00024464092],"category_scores_gemma":[0.00019016677,0.000079305246,0.000013160016,0.0002549885,0.000017342527,0.0007265734,0.00021460025,0.00008958018,0.000121369056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027759264,0.000017130995,0.12586762,0.000070463866,0.000040727504,0.000013847295,0.000023241842,0.000011452906,0.00050993764,0.72898245,0.07594141,0.068493985],"study_design_scores_gemma":[0.00032399467,0.0000024894775,0.08041119,0.000023189885,0.000010301052,6.913119e-7,0.00020884981,0.0002565793,0.00055384263,0.016056918,0.9018956,0.00025634468],"about_ca_topic_score_codex":0.2937899,"about_ca_topic_score_gemma":0.56697863,"teacher_disagreement_score":0.8259542,"about_ca_system_score_codex":0.000050256727,"about_ca_system_score_gemma":0.00005199166,"threshold_uncertainty_score":0.7482079},"labels":[],"label_agreement":null},{"id":"W2769108999","doi":"10.1108/ijchm-09-2016-0540","title":"Use of dynamic pricing strategies by Airbnb hosts","year":2017,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":198,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Dynamic pricing; Context (archaeology); Business; Listing (finance); Sharing economy; Pricing strategies; Marketing; Economics; Computer science; Finance","score_opus":0.03548235800582739,"score_gpt":0.27272663105821054,"score_spread":0.23724427305238316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769108999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9445751,0.00019921496,0.002418513,0.0023205227,0.0020698586,0.00021250102,0.00001741453,0.000023993658,0.048162907],"genre_scores_gemma":[0.9984616,0.000063843836,0.00029308838,0.00041389032,0.000275718,0.0000027184276,0.000024844621,0.000013864704,0.00045039976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985129,0.000006236704,0.00070698274,0.00016165756,0.0004755098,0.000136677],"domain_scores_gemma":[0.997281,0.000034148215,0.0019357889,0.0003235575,0.00040787892,0.00001759352],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00056294416,0.00015951067,0.00027092794,0.0002704437,0.00011821729,0.0012226065,0.0011129167,0.000045379566,0.000061466184],"category_scores_gemma":[0.00008663069,0.00014174457,0.00017530922,0.000044105615,0.00008930978,0.007816953,0.00036912542,0.00013432831,0.000016047663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010169875,0.001097387,0.5855778,0.0007329186,0.004104265,0.0008504601,0.00029480545,0.0005179727,0.0003217032,0.23558742,0.05830713,0.111591175],"study_design_scores_gemma":[0.002703144,0.000111813104,0.78780794,0.00093409995,0.00014488083,0.000014738659,0.0018419232,0.0027286333,0.00017420444,0.040258374,0.16266297,0.0006172962],"about_ca_topic_score_codex":0.00059386255,"about_ca_topic_score_gemma":0.00002238213,"teacher_disagreement_score":0.20223014,"about_ca_system_score_codex":0.000057062425,"about_ca_system_score_gemma":0.00003637902,"threshold_uncertainty_score":0.9998142},"labels":[],"label_agreement":null},{"id":"W2772240605","doi":"10.1108/apjie-12-2017-040","title":"The antecedents of perceived value in the Airbnb context","year":2017,"lang":"en","type":"article","venue":"Asia Pacific Journal of Innovation and Entrepreneurship","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Novelty; Value (mathematics); Marketing; Risk perception; Context (archaeology); Multinational corporation; Perception; Originality; Business; Empirical research; Sample (material); Psychology; Social psychology; Geography","score_opus":0.03735491389219579,"score_gpt":0.2505146621537012,"score_spread":0.2131597482615054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772240605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98184067,0.00007289584,0.000019351115,0.0040160986,0.00035203336,0.00007501538,5.164007e-7,0.0000030436572,0.013620367],"genre_scores_gemma":[0.9993366,0.000047874433,0.0000070366823,0.00028304075,0.00022598614,0.000001194987,0.000001863043,0.000004281844,0.00009209229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991833,0.000012788459,0.00046426928,0.000075746924,0.00015101908,0.000112892834],"domain_scores_gemma":[0.9984959,0.000102924445,0.0009487345,0.00022744774,0.0002204518,0.0000045349398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014278931,0.000075724354,0.00012857624,0.00015627303,0.0002969633,0.00043598987,0.00039367628,0.000035224846,0.000020841828],"category_scores_gemma":[0.0005740646,0.000041824667,0.000034976,0.00017699473,0.00009296421,0.00076352863,0.000040625593,0.00017129033,0.0000067015653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013217879,0.000048187143,0.8231556,0.000030991414,0.000031223673,0.0000101042915,0.00057974213,0.000013448988,0.00039775716,0.12809475,0.0014829283,0.0460231],"study_design_scores_gemma":[0.00067009043,0.000016607482,0.96533674,0.00010147852,0.000014990812,0.00002549915,0.004819597,0.00015344871,0.000100900914,0.014695986,0.013997157,0.0000675306],"about_ca_topic_score_codex":0.000064957465,"about_ca_topic_score_gemma":0.000027902519,"teacher_disagreement_score":0.14218113,"about_ca_system_score_codex":0.000006992314,"about_ca_system_score_gemma":0.000015097721,"threshold_uncertainty_score":0.42042604},"labels":[],"label_agreement":null},{"id":"W2774969366","doi":"10.1111/cag.12424","title":"Secondary suites: A survey of evidence and municipal policy","year":2017,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Renting; Business; Key (lock); Secondary market; Political science; Computer security; Finance; Computer science; Law","score_opus":0.05579537424535607,"score_gpt":0.24626382913998615,"score_spread":0.19046845489463007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774969366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98903817,0.0017347393,2.783119e-7,0.0012294222,0.0004458541,0.00024422328,0.00017014438,0.00004713243,0.007090031],"genre_scores_gemma":[0.9975593,0.00084390584,0.000022375232,0.00097522687,0.00032126365,0.000024970552,0.00006585121,0.000034275778,0.00015280317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981365,0.000013116735,0.0003869352,0.00045792107,0.00013652511,0.00086899643],"domain_scores_gemma":[0.99784404,0.00026739718,0.0004226058,0.0009708773,0.00027614017,0.00021891342],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007402514,0.00032996302,0.00044302063,0.0040516425,0.0013639443,0.00077885424,0.0010143572,0.00015715363,0.00013937624],"category_scores_gemma":[0.0018554574,0.0003004129,0.00014962336,0.0015820857,0.0016680202,0.0023638627,0.00022627643,0.00021945732,0.000011736246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020952612,0.00000726682,0.96918416,0.00017293125,0.000089835856,0.000023148996,0.00014096418,0.0000017045253,0.0000028286638,0.014255345,0.0017469495,0.0143539375],"study_design_scores_gemma":[0.00024375503,0.00002156448,0.9635617,0.00016673599,0.00003911083,0.000009747462,0.00059865584,0.0000505784,0.0000035118785,0.0032889468,0.031621713,0.0003939718],"about_ca_topic_score_codex":0.993153,"about_ca_topic_score_gemma":0.99930584,"teacher_disagreement_score":0.029874764,"about_ca_system_score_codex":0.000030958316,"about_ca_system_score_gemma":0.00020387062,"threshold_uncertainty_score":0.9999448},"labels":[],"label_agreement":null},{"id":"W2775578999","doi":"10.23912/9781911396512-3612","title":"The Impact on Employment","year":2017,"lang":"en","type":"book-chapter","venue":"Goodfellow Publishers eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Renting; Hospitality; Accommodation; Workforce; Labour economics; Business; Tourism; Listing (finance); Space (punctuation); Sharing economy; Marketing; Economics; Economic growth; Finance; Political science","score_opus":0.03388080834194329,"score_gpt":0.235008906145366,"score_spread":0.2011280978034227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775578999","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028726022,0.00009104419,0.000002614156,0.00047245075,0.0020429397,0.0005169545,0.000012578262,0.00021393107,0.99636024],"genre_scores_gemma":[0.017285427,0.000005981586,0.0000047775575,0.0013853576,0.0037373914,0.00003826026,0.00012362696,0.00014390684,0.97727525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800956,0.000002405786,0.00041966073,0.00058089034,0.00039247362,0.0005950149],"domain_scores_gemma":[0.9973793,0.00011219854,0.00084217085,0.0014986269,0.00012253571,0.000045156772],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006370198,0.000652543,0.00046427577,0.0002755556,0.0011399809,0.009301673,0.0015081195,0.00042476403,0.0009485582],"category_scores_gemma":[0.00005971832,0.00040342545,0.00055377913,0.000009909645,0.00020336347,0.001641882,0.0003865052,0.0007710654,0.0025426857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012460294,0.000015669228,0.00018670583,0.00004350724,0.00041927752,0.000039630915,0.000024208844,0.000014566923,6.8366234e-7,0.22615822,0.6141728,0.15880011],"study_design_scores_gemma":[0.0003009483,0.00002660204,0.00015307458,0.00012960637,0.000066495726,0.0000023454743,0.000010376386,0.000058617614,0.0000026168893,0.1029996,0.8957637,0.0004860374],"about_ca_topic_score_codex":0.0006339498,"about_ca_topic_score_gemma":0.00024455434,"teacher_disagreement_score":0.28159088,"about_ca_system_score_codex":0.00013996671,"about_ca_system_score_gemma":0.00009807745,"threshold_uncertainty_score":0.9999647},"labels":[],"label_agreement":null},{"id":"W2787114595","doi":"","title":"Turismo colaborativo: Un nuevo modelo de negocios en el rubro de la alimentación brasileña","year":2018,"lang":"es","type":"article","venue":"Estudios y perspectivas en turismo","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Humanities; Political science; Geography; Business; Art","score_opus":0.007005134640663885,"score_gpt":0.2662819368235342,"score_spread":0.2592768021828703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787114595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94235563,0.001563341,0.0012094147,0.0030002005,0.0010961805,0.00092943356,0.000048046415,0.0004969715,0.0493008],"genre_scores_gemma":[0.98378295,0.00046602823,0.0013944723,0.0025902265,0.010414268,0.00012563945,0.000042358104,0.000186578,0.0009975052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959694,0.000215394,0.00070140837,0.0012196968,0.00050889107,0.0013851736],"domain_scores_gemma":[0.99743617,0.0006520765,0.0005221408,0.00087672716,0.00036927403,0.00014359965],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018449527,0.00094807695,0.00086899207,0.0004942472,0.0011333196,0.0015927276,0.0010831585,0.00078577513,0.0015104217],"category_scores_gemma":[0.00049053336,0.0009465279,0.0003699213,0.0009421375,0.00047112265,0.0023103363,0.0007150513,0.001165936,0.0012927286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010710204,0.0030173203,0.5130398,0.0011741121,0.0044881976,0.0007977514,0.04564123,0.00079807005,0.0041398066,0.3166317,0.09940554,0.009795424],"study_design_scores_gemma":[0.0074356515,0.00043172264,0.62099534,0.0010339811,0.0017499783,0.00021531405,0.017411694,0.015015894,0.011404994,0.06455247,0.25563508,0.004117894],"about_ca_topic_score_codex":0.0022041507,"about_ca_topic_score_gemma":0.00005977651,"teacher_disagreement_score":0.25207922,"about_ca_system_score_codex":0.0009921592,"about_ca_system_score_gemma":0.00029932414,"threshold_uncertainty_score":0.9994849},"labels":[],"label_agreement":null},{"id":"W2787679814","doi":"10.22215/etd/2013-07077","title":"Symbiotic agency : establishing mutualism in architecture, parasite and host","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Mutualism (biology); Architecture; Host (biology); Agency (philosophy); Humanities; Geography; Sociology; Biology; Ecology; Philosophy; Social science; Archaeology","score_opus":0.012327969847122824,"score_gpt":0.21501348337515633,"score_spread":0.2026855135280335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787679814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84989357,0.00025505238,0.000012402595,0.00006362445,0.0006718795,0.0003122715,0.0000017770275,0.00008652334,0.14870287],"genre_scores_gemma":[0.9829669,0.00005646775,0.00012744404,0.00084991497,0.00077442406,0.000038609356,0.0009065244,0.000053228592,0.0142264925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884486,0.000003084224,0.00033144734,0.00039667822,0.00011866781,0.00030528274],"domain_scores_gemma":[0.99946815,0.00006260842,0.00021456422,0.00019613371,0.000043820994,0.000014752836],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020184836,0.00028862324,0.00030883288,0.00057636574,0.0001001394,0.0010091254,0.00022522174,0.00025728362,0.0010557803],"category_scores_gemma":[0.00010238391,0.0002522264,0.000055894223,0.00025890043,0.00001408163,0.0015423317,0.000057938763,0.00038234176,0.0003523743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033861707,0.00041659665,0.3806422,0.013445237,0.00041437152,0.00026888037,0.00844529,0.00013587513,0.0011084722,0.20701846,0.021794418,0.3659716],"study_design_scores_gemma":[0.0009757816,0.000013507761,0.9292065,0.0010656079,0.00013906609,0.0000067314013,0.0019676792,0.0015621766,0.00015690501,0.041018344,0.022263728,0.0016239854],"about_ca_topic_score_codex":0.0066616647,"about_ca_topic_score_gemma":0.0055067083,"teacher_disagreement_score":0.5485643,"about_ca_system_score_codex":0.000016939619,"about_ca_system_score_gemma":0.000017394454,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W2793909960","doi":"10.1111/pirs.12354","title":"KIBS as both innovators and knowledge intermediaries in the innovation process: Intermediation as a contingent role","year":2018,"lang":"en","type":"article","venue":"Papers of the Regional Science Association","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Intermediary; Intermediation; Context (archaeology); Business; Process (computing); Knowledge management; Marketing; Geography; Computer science","score_opus":0.011617091084401565,"score_gpt":0.2537521474881569,"score_spread":0.24213505640375532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793909960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749699,0.000017633707,0.0000029072446,0.0034071945,0.0002771808,0.00017536878,3.9193372e-7,0.000012590267,0.021136813],"genre_scores_gemma":[0.9976609,0.00000430422,0.000006574391,0.0018483278,0.00035680263,0.000015529862,0.000004704984,0.0000033707638,0.000099539575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991031,0.000009916016,0.00023006165,0.00015971214,0.00033558803,0.00016161636],"domain_scores_gemma":[0.99897164,0.000100490885,0.00050299434,0.00009973308,0.00032069898,0.0000044355666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020273728,0.000074088435,0.000084158084,0.00023139689,0.0002861556,0.00018945355,0.00036916067,0.000047534268,0.000015947879],"category_scores_gemma":[0.0018746499,0.000046121553,0.000020522493,0.0017316949,0.00036857725,0.0011214189,0.00010510952,0.0000984058,0.000022282606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044818764,0.000083052655,0.78627926,0.0000449395,0.000017662363,1.5952602e-7,0.008644575,0.0000055306105,0.0024937987,0.18588352,0.0008626027,0.015640056],"study_design_scores_gemma":[0.00050378323,0.00003569665,0.89391464,0.00015834776,0.000021199661,0.0000021398848,0.00642257,0.001916529,0.0011233209,0.07617598,0.019543335,0.00018245891],"about_ca_topic_score_codex":0.0002011965,"about_ca_topic_score_gemma":0.00025357507,"teacher_disagreement_score":0.10970755,"about_ca_system_score_codex":0.0001159885,"about_ca_system_score_gemma":0.00011895187,"threshold_uncertainty_score":0.22442664},"labels":[],"label_agreement":null},{"id":"W2795912303","doi":"10.4000/tourisme.1394","title":"Le Couchsurfing : une forme d’hospitalité touristique entre familiarité et altérité","year":2017,"lang":"fr","type":"article","venue":"Mondes du tourisme","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.012896205104092942,"score_gpt":0.21977472436872666,"score_spread":0.20687851926463371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795912303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5417501,0.006513607,0.0009080282,0.12587805,0.005687839,0.0007950639,0.00008832178,0.000358142,0.31802085],"genre_scores_gemma":[0.9594284,0.0005886491,0.0004231776,0.0033533254,0.0035248278,0.00004388416,0.00011406092,0.00010657301,0.032417048],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714184,0.000021556652,0.00070877257,0.0007700322,0.00032368445,0.0010341267],"domain_scores_gemma":[0.9974662,0.00013092234,0.0008748283,0.0012093934,0.00022471648,0.00009391204],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009750539,0.0006150944,0.0006636828,0.00025571208,0.0019113502,0.0034115976,0.0012597815,0.0004869158,0.00089470815],"category_scores_gemma":[0.00041530302,0.00067104626,0.0003612886,0.0002045007,0.00029800896,0.006608525,0.0008678536,0.00067701965,0.0008126157],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010503038,0.0005617422,0.24005163,0.0013083708,0.00033947075,0.000770391,0.00075484166,0.00031170205,0.000035925324,0.547483,0.14440441,0.06387345],"study_design_scores_gemma":[0.0014211475,0.000035924702,0.12076399,0.0004884244,0.0001450486,0.000019321697,0.00047252822,0.006235187,0.000110201756,0.057198457,0.81218296,0.00092682],"about_ca_topic_score_codex":0.032363776,"about_ca_topic_score_gemma":0.0045718374,"teacher_disagreement_score":0.66777855,"about_ca_system_score_codex":0.000094331066,"about_ca_system_score_gemma":0.00018284877,"threshold_uncertainty_score":0.99996537},"labels":[],"label_agreement":null},{"id":"W2801590351","doi":"10.1108/jcm-09-2016-1941","title":"Does “sharing” mean “socially responsible consuming”? Exploration of the relationship between collaborative consumption and socially responsible consumption","year":2018,"lang":"en","type":"article","venue":"Journal of Consumer Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Consumption (sociology); Sustainable consumption; Originality; Marketing; Variance (accounting); Business; Consumer behaviour; Value (mathematics); Sustainability; Sharing economy; Advertising; Psychology; Economics; Social psychology; Microeconomics; Political science; Sociology; Production (economics)","score_opus":0.06810363617536362,"score_gpt":0.28991022143972556,"score_spread":0.22180658526436192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801590351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942337,0.00029733367,0.00021678174,0.0022994343,0.0008206996,0.0003566439,0.000011856094,0.000034252647,0.0017292947],"genre_scores_gemma":[0.99668187,0.00011327543,0.0017251736,0.00018972144,0.0009521815,0.0000061164187,0.0000072149305,0.000027052634,0.00029738795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997779,0.00022220529,0.0010694767,0.00025657457,0.00040104814,0.00027167305],"domain_scores_gemma":[0.9934154,0.002800368,0.002400662,0.00024343835,0.0011048587,0.00003524264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006450328,0.0002229298,0.0004374787,0.0004695321,0.00076095015,0.00036486698,0.0003199422,0.00018600606,0.000164803],"category_scores_gemma":[0.005528252,0.00015065652,0.00012717648,0.00049217185,0.0005161517,0.0027237623,0.00020360267,0.00039828746,0.000036918886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009750582,0.000022337,0.97140044,0.00019437211,0.00011607817,0.0000023052078,0.00063027797,0.0000028571246,0.000623284,0.02326529,0.0005540622,0.0022136401],"study_design_scores_gemma":[0.0012135106,0.00003175416,0.9396693,0.000798763,0.00029593718,0.000007822825,0.00078441604,0.000095286276,0.0008039026,0.051586077,0.004455774,0.00025744046],"about_ca_topic_score_codex":0.00003445144,"about_ca_topic_score_gemma":0.0007593001,"teacher_disagreement_score":0.03173112,"about_ca_system_score_codex":0.00007895974,"about_ca_system_score_gemma":0.00084941206,"threshold_uncertainty_score":0.66182333},"labels":[],"label_agreement":null},{"id":"W2802092748","doi":"10.5539/ibr.v11n5p62","title":"Sharing Economy: Business Models and Regulatory Landscape in the Mediterranean Areas","year":2018,"lang":"en","type":"article","venue":"International Business Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Renting; Sharing economy; Apartment; Business; Doors; Work (physics); Economy; Business model; European economy; European union; Economic policy; Economics; Marketing; Political science; Computer science","score_opus":0.11135276272237758,"score_gpt":0.32414530415129983,"score_spread":0.21279254142892223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802092748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8064648,0.00008501605,0.00019234123,0.006901647,0.000612967,0.00024111288,0.0000031217107,0.00004484075,0.18545415],"genre_scores_gemma":[0.994861,0.000024949095,0.000025178426,0.00097177556,0.0036113502,0.00005268527,0.000065595406,0.000020006362,0.00036746645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985622,0.000011231157,0.00026911774,0.00039857443,0.00040686678,0.00035200076],"domain_scores_gemma":[0.9984329,0.0001473875,0.000079874655,0.0003164094,0.0010085129,0.000014922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001766439,0.00014296896,0.00014493853,0.000775777,0.00026235313,0.0010155609,0.0009312852,0.000081823375,0.00059122115],"category_scores_gemma":[0.0002519603,0.00010724749,0.000024414541,0.00090804603,0.00022494176,0.0026074762,0.00049332686,0.00026711382,0.00023689306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006804644,0.0004021877,0.6399408,0.00054605264,0.0001507236,0.00016867467,0.0016255314,0.001563165,0.00008808966,0.29750764,0.026763305,0.030563349],"study_design_scores_gemma":[0.0008390313,0.000005920254,0.7108329,0.00017548597,0.0000063965917,0.000026932816,0.00040690045,0.06874655,0.000009587143,0.1436789,0.07501879,0.00025257675],"about_ca_topic_score_codex":0.0010771631,"about_ca_topic_score_gemma":0.0006231562,"teacher_disagreement_score":0.18839619,"about_ca_system_score_codex":0.000046328092,"about_ca_system_score_gemma":0.000045713525,"threshold_uncertainty_score":0.9793077},"labels":[],"label_agreement":null},{"id":"W2807957537","doi":"10.1522/revueot.v26i1-2.205","title":"« Consommation collaborative » ou la rencontre improbable entre organisations, communautés et individus","year":2017,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.021561123702600844,"score_gpt":0.24758983657266437,"score_spread":0.22602871287006351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807957537","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34015363,0.008494172,0.0016470386,0.40416977,0.006620094,0.0033717575,0.0013480401,0.00090566446,0.23328984],"genre_scores_gemma":[0.96820694,0.00034553502,0.0013418015,0.0010195881,0.0014878361,0.00007869531,0.0009464242,0.00009283872,0.026480325],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997911,0.00009706212,0.0007283471,0.0005274101,0.00022975705,0.00050643383],"domain_scores_gemma":[0.9965036,0.00047432596,0.001237259,0.001249945,0.00047410058,0.000060779348],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008139258,0.0004644293,0.00050475274,0.00031109722,0.0029832395,0.00478686,0.0009815032,0.00043468684,0.0031060525],"category_scores_gemma":[0.0015771408,0.000524878,0.00013023919,0.0003431453,0.00044033994,0.006506475,0.0005256667,0.0005438474,0.0011605344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004908913,0.00086013967,0.39075026,0.0013579408,0.0007189409,0.00008618793,0.016118309,0.00028845092,0.0005374784,0.35814598,0.1681337,0.062953494],"study_design_scores_gemma":[0.0013425419,0.000027076185,0.101304166,0.0011679302,0.00037802028,0.00003184923,0.0021268355,0.0015607114,0.00037686827,0.037196483,0.8537471,0.00074037723],"about_ca_topic_score_codex":0.009808747,"about_ca_topic_score_gemma":0.009761682,"teacher_disagreement_score":0.68561345,"about_ca_system_score_codex":0.0005360202,"about_ca_system_score_gemma":0.0007586211,"threshold_uncertainty_score":0.9997203},"labels":[],"label_agreement":null},{"id":"W2809346299","doi":"10.1177/0308518x18778038","title":"Airbnb and the rent gap: Gentrification through the sharing economy","year":2018,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":839,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Gentrification; Renting; Sharing economy; Revenue; Business; Economic geography; Economics; Economic growth; Finance; Political science","score_opus":0.025493318514435055,"score_gpt":0.20409974379757118,"score_spread":0.1786064252831361,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809346299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85712117,0.002816035,0.0011978341,0.01013688,0.0002010316,0.0005273013,0.000002026192,0.000053370237,0.12794435],"genre_scores_gemma":[0.99549943,0.00026200173,0.00008723382,0.0023068134,0.000995773,0.000038057362,0.000013299654,0.000011574421,0.00078583445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992288,0.000007376188,0.00018782864,0.00033410572,0.000033456086,0.00020843933],"domain_scores_gemma":[0.999479,0.000113954804,0.00016320644,0.00022125422,0.0000062193144,0.000016372072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004974115,0.0001665641,0.00016441342,0.000039345676,0.0007065851,0.0005216015,0.0001383455,0.00005650314,0.00016505133],"category_scores_gemma":[0.000014187377,0.0001048579,0.000030267556,0.000034547927,0.000341471,0.0008200191,0.00019159187,0.00013639999,0.00008987453],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040112235,0.000045550863,0.40772533,0.00017585157,0.0002529084,0.000006064331,0.008234486,0.00036969155,0.000010751605,0.55929685,0.009386029,0.01409537],"study_design_scores_gemma":[0.0011642664,0.00001658439,0.022449372,0.000038023052,0.00007257986,0.000011595962,0.0018727394,0.015374113,0.000022753873,0.04749435,0.91121054,0.0002730599],"about_ca_topic_score_codex":0.00016177453,"about_ca_topic_score_gemma":0.000008667566,"teacher_disagreement_score":0.90182453,"about_ca_system_score_codex":0.000012137899,"about_ca_system_score_gemma":0.0000032527696,"threshold_uncertainty_score":0.5434553},"labels":[],"label_agreement":null},{"id":"W2810968445","doi":"10.2139/ssrn.3136138","title":"Social Pricing in the Sharing Economy: Theory and Empirical Evidence From Airbnb","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sharing economy; Business; Empirical evidence; Economics; Industrial organization; Microeconomics; Computer science","score_opus":0.04206335451604608,"score_gpt":0.27834813596233127,"score_spread":0.23628478144628517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810968445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908107,0.0006995024,0.0010746272,0.0022098664,0.00012057977,0.00008381427,1.5886118e-7,0.000021814254,0.004978961],"genre_scores_gemma":[0.9936002,0.00009622001,0.000012737789,0.0021572346,0.004029073,0.000003882981,0.0000015005683,0.000011684965,0.0000874609],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985189,0.000019882773,0.00022929304,0.00021185107,0.00008321453,0.00093686656],"domain_scores_gemma":[0.9995074,0.0001862769,0.00015511672,0.00010884421,0.000034524,0.000007813687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040141405,0.00012156702,0.00014074415,0.00012432452,0.0004588732,0.0005002351,0.0004081886,0.00006181356,0.000093232724],"category_scores_gemma":[0.00014021587,0.00008543412,0.000051452513,0.0001677479,0.00006831881,0.0015388533,0.000117130745,0.00095590926,0.00008821648],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020313906,0.000033275915,0.4321474,0.000016561256,0.00008371451,0.0000067639508,0.0018757083,0.000005311768,0.000020584617,0.5316646,0.00043598644,0.03350696],"study_design_scores_gemma":[0.0003148982,0.000022872735,0.05667044,0.00005048019,0.000029668678,0.000029480116,0.002192354,0.0008112219,0.0000050885783,0.93505824,0.004669688,0.00014554843],"about_ca_topic_score_codex":0.00032381804,"about_ca_topic_score_gemma":0.0019980287,"teacher_disagreement_score":0.4033937,"about_ca_system_score_codex":0.00017031662,"about_ca_system_score_gemma":0.00017044794,"threshold_uncertainty_score":0.4823779},"labels":[],"label_agreement":null},{"id":"W2811101660","doi":"10.32796/cice.2017.93.6149","title":"Relación entre sostenibilidad y turismo colaborativo a partir de las quejas recibidas en el alojamiento en vivienda vacacional","year":2017,"lang":"es","type":"article","venue":"Cuadernos Económicos de ICE","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Air Canada","funders":"","keywords":"Humanities; Geography; Political science; Philosophy","score_opus":0.0168860289949113,"score_gpt":0.27158089782660205,"score_spread":0.25469486883169073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811101660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673201,0.0010980845,0.00017157964,0.0077067814,0.0015101115,0.0008560541,0.000119377706,0.00020530839,0.021012591],"genre_scores_gemma":[0.9880221,0.00035790465,0.000368773,0.0027885654,0.0032947338,0.000111939,0.00012845088,0.00013166443,0.0047958773],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.995911,0.00010795171,0.0009613007,0.001216307,0.00037797604,0.001425472],"domain_scores_gemma":[0.9960982,0.0005672953,0.0013227763,0.0015283047,0.00029649562,0.00018691603],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018464336,0.00079124933,0.0008121834,0.0003287337,0.0016660781,0.0042387946,0.0018287181,0.00080850424,0.0021346633],"category_scores_gemma":[0.0015981265,0.00083077827,0.00038078186,0.00022876236,0.0003002469,0.004639169,0.0008520347,0.0010832463,0.003548725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047586608,0.0006915719,0.91698927,0.0015033672,0.0007205708,0.00039977633,0.0050321077,0.0003429503,0.0014640747,0.036560006,0.022974838,0.0128456075],"study_design_scores_gemma":[0.002951417,0.00007588959,0.31591472,0.0010361044,0.00045088946,0.000082001425,0.0014939178,0.009625234,0.002656212,0.013641282,0.65044606,0.0016262986],"about_ca_topic_score_codex":0.001510279,"about_ca_topic_score_gemma":0.000915382,"teacher_disagreement_score":0.6274712,"about_ca_system_score_codex":0.00061907206,"about_ca_system_score_gemma":0.0005152348,"threshold_uncertainty_score":0.9996336},"labels":[],"label_agreement":null},{"id":"W2811144707","doi":"","title":"Sharing Data in the Platform Economy: A Public Interest Argument for Access to Platform Data","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sharing economy; Accommodation; Commodification; Argument (complex analysis); Business; Public space; Space (punctuation); Competition (biology); Economics; Economy; Political science; Law; Engineering; Computer science","score_opus":0.23149162591410563,"score_gpt":0.33977365218811023,"score_spread":0.1082820262740046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811144707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9209999,0.00048030645,0.009532083,0.03759932,0.0017898026,0.0020863237,0.000095952535,0.00010004305,0.027316261],"genre_scores_gemma":[0.99442047,0.00010628801,0.000053522155,0.002351507,0.0024487185,0.000038807902,0.0003752638,0.000031619096,0.00017380547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968155,0.0000023191765,0.00048011643,0.00058788806,0.00013737171,0.0019768076],"domain_scores_gemma":[0.9966232,0.0000777914,0.0005275982,0.0026789296,0.00006041438,0.000032037293],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.006219462,0.00023734533,0.0002612907,0.00031396412,0.0010898133,0.007889818,0.012923867,0.00007794146,0.000074510775],"category_scores_gemma":[0.00045368404,0.00017234359,0.00006265591,0.00012441524,0.000034055312,0.01952046,0.004192318,0.0011051556,0.00010844133],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022819894,0.0001599936,0.07781552,0.0001023234,0.0002915045,0.000009275853,0.000104805724,0.000018764405,0.0000026010794,0.7742088,0.008102194,0.13895604],"study_design_scores_gemma":[0.001557661,0.0000471493,0.0069042207,0.00009683009,0.00006387438,0.000080501595,0.0013545507,0.014797974,0.0000028839859,0.5285661,0.44608542,0.00044282712],"about_ca_topic_score_codex":0.00057484163,"about_ca_topic_score_gemma":0.050280977,"teacher_disagreement_score":0.4379832,"about_ca_system_score_codex":0.00033778645,"about_ca_system_score_gemma":0.00045184928,"threshold_uncertainty_score":0.994193},"labels":[],"label_agreement":null},{"id":"W2886305849","doi":"10.2139/ssrn.3124712","title":"Demand Interactions in Sharing Economies: Evidence from a Natural Experiment Involving Airbnb and Uber/Lyft","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Sharing economy; Natural experiment; Natural (archaeology); Business; Economics; Computer science; World Wide Web; Geography","score_opus":0.022879766475299598,"score_gpt":0.25490633107213423,"score_spread":0.23202656459683463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886305849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933542,0.0043036113,0.00020113231,0.0003924676,0.00055876415,0.000092046095,3.1368324e-7,0.00003116463,0.0010663162],"genre_scores_gemma":[0.9965867,0.0006600112,0.000063820524,0.00036174117,0.0020469981,0.0000084768735,0.000003206466,0.000015944584,0.000253132],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983673,0.000005528373,0.00031405414,0.00028164888,0.00007424782,0.00095719914],"domain_scores_gemma":[0.9995284,0.000080900456,0.0001894934,0.00013725153,0.00004642736,0.000017531218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008311425,0.0001570862,0.00017707124,0.0002500607,0.0002957613,0.0005260254,0.0002602847,0.000037439422,0.00018814777],"category_scores_gemma":[0.00009919457,0.00014333583,0.000052468455,0.00012685197,0.000045072065,0.0034268114,0.00018454237,0.0008956497,0.00010481107],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041667238,0.00012396181,0.8599124,0.00006402338,0.00042845513,0.000019300775,0.002285761,0.000121466604,0.0024542187,0.10354862,0.00070759706,0.029917512],"study_design_scores_gemma":[0.0033736664,0.0001573488,0.11214046,0.0019358768,0.0001554603,0.00029680593,0.01777832,0.08224717,0.0013153001,0.76453066,0.014536475,0.00153244],"about_ca_topic_score_codex":0.0023929344,"about_ca_topic_score_gemma":0.020020075,"teacher_disagreement_score":0.7477719,"about_ca_system_score_codex":0.00043362138,"about_ca_system_score_gemma":0.0001305775,"threshold_uncertainty_score":0.997862},"labels":[],"label_agreement":null},{"id":"W2888607057","doi":"","title":"Occupational Health and Safety Situations of Airbnb Hosts in Ontario","year":2018,"lang":"en","type":"article","venue":"XIX ISA World Congress of Sociology (July 15-21, 2018)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupational safety and health; Workplace safety; Environmental health; Business; Medicine","score_opus":0.03394357235869441,"score_gpt":0.26658846263222113,"score_spread":0.23264489027352672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888607057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809898,0.00023986047,0.000059971986,0.0015938499,0.00080981816,0.00030518207,0.000028045653,0.00003495244,0.015938483],"genre_scores_gemma":[0.9956515,0.000019896175,0.00033391177,0.001999149,0.0003247965,0.000014194157,0.00015599011,0.00001224639,0.0014883063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986853,0.000017394304,0.0005775024,0.00028630873,0.00010967785,0.00032380212],"domain_scores_gemma":[0.9988679,0.00016460713,0.0005423566,0.00022723689,0.00017146209,0.000026380234],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005772639,0.00016799606,0.00042168706,0.00036285247,0.00018922026,0.000024894822,0.00022482628,0.00012624507,0.0010305003],"category_scores_gemma":[0.00009396389,0.00016182009,0.00006465935,0.00017917113,0.00062596437,0.00058392173,0.00017084573,0.00023362791,0.00012260873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021393818,0.000092596965,0.9487755,0.00010030519,0.000070647344,0.0000012753807,0.0011299578,0.000013314917,0.000015232857,0.029201698,0.018285377,0.0021001846],"study_design_scores_gemma":[0.0011214818,0.000052116826,0.94093317,0.00010855933,0.000019284418,0.0000012888926,0.00022050888,0.000224439,0.000028038043,0.011102193,0.04598976,0.00019918378],"about_ca_topic_score_codex":0.018139077,"about_ca_topic_score_gemma":0.18069313,"teacher_disagreement_score":0.16255406,"about_ca_system_score_codex":0.000079409605,"about_ca_system_score_gemma":0.00023761517,"threshold_uncertainty_score":0.9998827},"labels":[],"label_agreement":null},{"id":"W2888628853","doi":"10.1177/0149206318786781","title":"The Global Platform Economy: A New Offshoring Institution Enabling Emerging-Economy Microproviders","year":2018,"lang":"en","type":"article","venue":"Journal of Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":294,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; International Development Research Centre; Alan Turing Institute","keywords":"Offshoring; Outsourcing; Emerging markets; Transaction cost; Business; Service provider; Service (business); Disadvantaged; Marketing; Economics; Industrial organization; Economic growth; Finance","score_opus":0.02113066468946757,"score_gpt":0.23045626213387727,"score_spread":0.2093255974444097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888628853","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28809252,0.00094158965,0.015567843,0.007549265,0.0054316088,0.0006813348,0.0000011428684,0.000120837154,0.68161386],"genre_scores_gemma":[0.9894712,0.00011748052,0.00076137437,0.002571758,0.0062440806,0.000004995545,0.0000019250888,0.000018378238,0.0008088155],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870414,0.0000026856912,0.0006271972,0.00018584165,0.0001243066,0.00035584476],"domain_scores_gemma":[0.99884075,0.000023359353,0.00072368386,0.00023072222,0.00014512798,0.000036361515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006904392,0.00018538475,0.0002091953,0.0002209322,0.0005061259,0.0009217628,0.0005437717,0.000048774684,0.00015364905],"category_scores_gemma":[0.00003017758,0.00013669327,0.00016028275,0.0002680915,0.00007299278,0.0028317594,0.00024539258,0.00015909603,0.00027094854],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004219082,0.00007997113,0.023326738,0.00028195765,0.0008401059,0.00007482468,0.00016670514,0.00072776654,0.000006218234,0.42368808,0.044139337,0.5062464],"study_design_scores_gemma":[0.0008350261,0.000029756986,0.0026007765,0.00009488657,0.000083503815,0.000018835584,0.0005635105,0.001055216,0.000036213834,0.051738705,0.94275594,0.00018763384],"about_ca_topic_score_codex":0.0001357978,"about_ca_topic_score_gemma":0.00013958021,"teacher_disagreement_score":0.8986166,"about_ca_system_score_codex":0.00024180055,"about_ca_system_score_gemma":0.00006625404,"threshold_uncertainty_score":0.88885796},"labels":[],"label_agreement":null},{"id":"W2889566745","doi":"10.2495/sdp-v13-n7-1008-1019","title":"Airbnb on the costa blanca. diagnosis and proposal of social and tourist integration","year":2018,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tourism; Regional science; Geography; Environmental planning; Economic geography; Business; Archaeology","score_opus":0.02293292461216498,"score_gpt":0.25075635157249365,"score_spread":0.22782342696032867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889566745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99463224,0.000073381525,0.0001309566,0.0017151748,0.00017567223,0.000072591814,7.240925e-7,0.000004411996,0.0031948215],"genre_scores_gemma":[0.99849313,0.0000143894085,0.0002103875,0.00041276697,0.0007089898,0.0000033713472,0.0000050637796,0.0000045021816,0.00014740461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994438,0.000004156059,0.00022851022,0.00007250286,0.00015281166,0.00009820686],"domain_scores_gemma":[0.99920994,0.00008305099,0.00027777362,0.00002055083,0.00039976294,0.000008894344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004882267,0.000075998076,0.00010138318,0.00020238223,0.00019366121,0.00024403138,0.00010370818,0.0000316941,0.000048493046],"category_scores_gemma":[0.00013635478,0.000050910006,0.000014576985,0.00006181178,0.00006672254,0.00057956006,0.00008192064,0.00009653806,0.0000014782961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012312473,0.00013271748,0.5626291,0.00024606683,0.0005222423,0.00037549177,0.018938556,0.000017122233,0.000087966444,0.30329716,0.020339523,0.092182815],"study_design_scores_gemma":[0.0017469221,0.00014059513,0.71983933,0.00068928534,0.000063212174,0.00007019913,0.0548014,0.0008232617,0.0028324423,0.02379649,0.19480455,0.00039227196],"about_ca_topic_score_codex":0.000033582975,"about_ca_topic_score_gemma":0.0000075169996,"teacher_disagreement_score":0.2795007,"about_ca_system_score_codex":0.000025451538,"about_ca_system_score_gemma":0.00004243547,"threshold_uncertainty_score":0.23532002},"labels":[],"label_agreement":null},{"id":"W2890642102","doi":"10.17705/1jais.00505","title":"Pricing in C2C Sharing Platforms","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Order (exchange); Sharing economy; Business; Monopoly; Clearing; Durable good; Database transaction; Market share; Pricing strategies; Industrial organization; Microeconomics; Commerce; Economics; Marketing; Finance; Computer science","score_opus":0.018159228948564587,"score_gpt":0.2192442814407632,"score_spread":0.2010850524921986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890642102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91939205,0.00002120564,0.0017126942,0.0004168212,0.006712342,0.00061027723,0.0000043343725,0.000036491714,0.071093805],"genre_scores_gemma":[0.9976351,0.000001799062,0.000028018949,0.00047998,0.0015009462,0.000006273736,0.0000043239556,0.000005024823,0.0003384967],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987921,0.0000018825153,0.0007535806,0.000038448976,0.00026129643,0.00015270509],"domain_scores_gemma":[0.9972034,0.0000778954,0.0022255538,0.00009313845,0.00039324636,0.0000067451874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023438684,0.000070209004,0.0001589585,0.00031165057,0.00016484382,0.000486012,0.0002916338,0.0000757127,0.0000075926773],"category_scores_gemma":[0.00067827024,0.000046344085,0.00010112213,0.00031441957,0.000005365247,0.0061381585,0.00005416128,0.000118439646,0.000094172465],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012925107,0.00002996875,0.88572913,0.00035468352,0.00012512575,2.4371525e-7,0.0019201618,0.004253015,0.000023801955,0.0917701,0.01182451,0.003839994],"study_design_scores_gemma":[0.0022771473,0.00003140698,0.11447541,0.00040790412,0.00004867768,0.0000126112855,0.0019397892,0.04862563,0.00010429988,0.0075413147,0.8242947,0.00024112599],"about_ca_topic_score_codex":0.00006779904,"about_ca_topic_score_gemma":0.000026437412,"teacher_disagreement_score":0.8124702,"about_ca_system_score_codex":0.0002948488,"about_ca_system_score_gemma":0.000024019026,"threshold_uncertainty_score":0.4686625},"labels":[],"label_agreement":null},{"id":"W2894398541","doi":"10.1017/beq.2018.31","title":"The Sharing Economy: The End of Employment and the Rise of Crowd-Based Capitalism, by Arun Sundararajan. Cambridge, MA: MIT Press, 2016. 256 pp. ISBN: 978-0262034579","year":2018,"lang":"en","type":"article","venue":"Business Ethics Quarterly","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Capitalism; Sharing economy; Sociology; Political economy; Economic history; Economics; Political science; Law","score_opus":0.02401943558047088,"score_gpt":0.2345859969927301,"score_spread":0.21056656141225924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894398541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88102144,0.016033733,0.0022791568,0.056975182,0.0027057047,0.0028085634,0.00018754725,0.00022688764,0.037761793],"genre_scores_gemma":[0.9957823,0.00018145671,0.000038999344,0.0021135446,0.00081521296,0.00009639671,0.00003612748,0.000052730553,0.00088322005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980116,0.000050174684,0.0007599687,0.00044965002,0.0002870637,0.00044156515],"domain_scores_gemma":[0.9965763,0.00095109333,0.00083303236,0.0009413414,0.000673473,0.000024744124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027047812,0.00035269393,0.00044798158,0.00007653486,0.0009392922,0.00085692026,0.0010397248,0.000234867,0.000058697657],"category_scores_gemma":[0.0001770257,0.00019347094,0.00014303357,0.00029442404,0.0020828664,0.000950882,0.00018569743,0.00052959955,0.00004032986],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024549188,0.0005188265,0.0147570055,0.002794497,0.0010678453,0.00001250485,0.0063790046,0.0002543816,0.00026896264,0.7861127,0.16368903,0.0216903],"study_design_scores_gemma":[0.00626418,0.00016720944,0.026795417,0.0006237455,0.0006050865,0.000010369832,0.00185134,0.017956404,0.0008021165,0.0548198,0.88898236,0.0011219505],"about_ca_topic_score_codex":0.010504596,"about_ca_topic_score_gemma":0.0012527072,"teacher_disagreement_score":0.7312929,"about_ca_system_score_codex":0.000027914815,"about_ca_system_score_gemma":0.00016668238,"threshold_uncertainty_score":0.9960845},"labels":[],"label_agreement":null},{"id":"W2900438060","doi":"10.14279/depositonce-7515","title":"Collaborative fashion consumption","year":2018,"lang":"en","type":"dissertation","venue":"DepositOnce","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Consumption (sociology); Data science; Computer science; Art; Aesthetics","score_opus":0.012894714311086129,"score_gpt":0.24153906426830002,"score_spread":0.2286443499572139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900438060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8605892,0.00018739386,0.000058720867,0.00002302155,0.0027144107,0.00026371604,0.0000048527927,0.00015637408,0.13600233],"genre_scores_gemma":[0.98524296,0.000056646393,0.00026898648,0.00063180487,0.0039159884,0.00006694481,0.002883285,0.00005767667,0.006875691],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910206,0.0000027350004,0.00023565657,0.00031991058,0.00014505231,0.00019461235],"domain_scores_gemma":[0.99921435,0.000021165628,0.00036158244,0.0001859023,0.00020824303,0.000008766245],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000100169746,0.00022113015,0.00021138218,0.00017163296,0.00025383336,0.0004567659,0.00020444645,0.0002399394,0.00035205527],"category_scores_gemma":[0.000034734563,0.0002178981,0.000059667895,0.00022312443,0.000021968812,0.0010181209,0.00002858847,0.00017445604,0.0029724722],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027890906,0.00062126905,0.3664787,0.012594241,0.001332976,0.00030769798,0.0053238687,0.000089897854,0.0112944385,0.18086323,0.21325707,0.20504749],"study_design_scores_gemma":[0.00212758,0.000076325814,0.3333254,0.0023740926,0.0008413453,0.000015520258,0.0042021256,0.004031977,0.012773971,0.007143954,0.62943035,0.0036573815],"about_ca_topic_score_codex":0.00009287808,"about_ca_topic_score_gemma":0.0011174685,"teacher_disagreement_score":0.41617328,"about_ca_system_score_codex":0.000035669847,"about_ca_system_score_gemma":0.000031138166,"threshold_uncertainty_score":0.9978038},"labels":[],"label_agreement":null},{"id":"W2905271117","doi":"10.1177/0042098018803261","title":"Rent gap reloaded: Airbnb and the shift from residential to touristic rental housing in the Palma Old Quarter in Mallorca, Spain","year":2018,"lang":"en","type":"article","venue":"Urban Studies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":192,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Renting; Quarter (Canadian coin); Revenue; Tourism; Business; Rental housing; Economic rent; Stock (firearms); Gentrification; Payment; Economics; Finance; Geography; Economic growth; Market economy; Civil engineering","score_opus":0.03390061497811453,"score_gpt":0.24518889496177937,"score_spread":0.21128827998366484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905271117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906439,0.0008732291,0.000015000954,0.004574262,0.00045204555,0.00032816373,0.0000024665617,0.000026586016,0.0030843215],"genre_scores_gemma":[0.9951592,0.000019973411,0.000025881835,0.0028169833,0.0018186944,0.000039142353,0.0000054349216,0.000010720164,0.00010397285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990064,0.000026525451,0.00029174544,0.00027683706,0.00014183305,0.00025665294],"domain_scores_gemma":[0.99936885,0.00027369588,0.00009655147,0.00022949658,0.000024227294,0.0000071533905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008464495,0.00015848444,0.00024180862,0.00014515143,0.00025277797,0.0002661615,0.00023128673,0.00003974323,0.00005565543],"category_scores_gemma":[0.00021042074,0.000092580165,0.000040817285,0.00022636884,0.00016782994,0.000340768,0.00025658973,0.00015430267,0.000119554505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055505766,0.0000589825,0.9101116,0.000070538,0.00010432366,0.000054634584,0.02481728,0.000008565457,0.000009045999,0.007399442,0.054525267,0.0022852628],"study_design_scores_gemma":[0.002136244,0.000032435993,0.94389254,0.0003288327,0.000075219126,0.0000011827677,0.011470004,0.0004846129,0.0000110947285,0.029166324,0.012081852,0.00031963145],"about_ca_topic_score_codex":0.0044514397,"about_ca_topic_score_gemma":0.015346144,"teacher_disagreement_score":0.042443417,"about_ca_system_score_codex":0.000030644453,"about_ca_system_score_gemma":0.000004784778,"threshold_uncertainty_score":0.8563509},"labels":[],"label_agreement":null},{"id":"W2905479461","doi":"10.1016/j.tourman.2018.11.020","title":"Innovation through tradition in hospitality. The Italian case of Albergo Diffuso","year":2018,"lang":"en","type":"article","venue":"Tourism Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":86,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Hospitality; Accommodation; Context (archaeology); Hospitality industry; Marketing; Business; Value (mathematics); Qualitative research; Sociology; Knowledge management; Tourism; Computer science; Psychology; Political science; Geography; Social science","score_opus":0.0233995286906506,"score_gpt":0.23548868495546157,"score_spread":0.21208915626481098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905479461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8368701,0.000012296369,0.00054610404,0.0011242693,0.00035428724,0.0003459847,0.0000017987378,0.000038268645,0.1607069],"genre_scores_gemma":[0.9971192,0.0000044955254,0.00016771362,0.0013553387,0.0007065077,0.000035642024,0.000031086965,0.000012280094,0.00056772056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991402,0.0000050313665,0.00035918207,0.00020110823,0.000110939814,0.00018355809],"domain_scores_gemma":[0.99940866,0.000017960354,0.00021873138,0.00029534462,0.000055848373,0.000003464175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041276403,0.0001229901,0.00012760819,0.00022465558,0.00013007551,0.000110169116,0.00019590868,0.00004243345,0.00027587562],"category_scores_gemma":[0.000017125098,0.00009472046,0.00003842397,0.0007646146,0.00007808412,0.0010000848,0.000118339085,0.0000785915,0.00013039535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037007172,0.00019330662,0.0059689367,0.00026478057,0.000072718154,0.0002505206,0.0006605397,0.000032081607,0.000008948259,0.9455699,0.019079532,0.02786177],"study_design_scores_gemma":[0.0026736273,0.00009336981,0.2143989,0.000268677,0.00018832326,0.000042732387,0.008888674,0.0057653747,0.00031175392,0.5873514,0.17919742,0.0008197855],"about_ca_topic_score_codex":0.0021153968,"about_ca_topic_score_gemma":0.00029852713,"teacher_disagreement_score":0.3582185,"about_ca_system_score_codex":0.00002910113,"about_ca_system_score_gemma":0.0000037454854,"threshold_uncertainty_score":0.38625884},"labels":[],"label_agreement":null},{"id":"W2905512295","doi":"10.3386/w24938","title":"Market Expanding or Market Stealing? Competition with Network Effects in BikeSharing","year":2018,"lang":"en","type":"preprint","venue":"National Bureau of Economic Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Competition (biology); Industrial organization; Business; Market competition; Commerce; Economics; Market economy; Biology; Ecology","score_opus":0.1592857010519296,"score_gpt":0.405386138201338,"score_spread":0.2461004371494084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905512295","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2722003,0.000116752686,0.000105184525,0.00034410486,0.0010126274,0.0013860617,0.000020894033,0.000068086316,0.724746],"genre_scores_gemma":[0.992896,0.000043229607,0.00065121084,0.0001381087,0.00418974,0.00021175064,0.00033370964,0.000051059953,0.0014851514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976927,0.000047260546,0.00058929814,0.00064976583,0.0004718789,0.0005490803],"domain_scores_gemma":[0.9977127,0.0011302627,0.00042366737,0.00032012138,0.00038742766,0.000025849205],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005293686,0.00026897347,0.00049297675,0.0012131238,0.00019441018,0.00046359736,0.0006358588,0.00029665165,0.0031904408],"category_scores_gemma":[0.00038210032,0.0002362217,0.00008811156,0.00033505942,0.00015646053,0.0007720344,0.00091725966,0.00081146427,0.00016435079],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048018945,0.00027433928,0.32502186,0.0065367296,0.0005343959,0.000060294402,0.00011633338,0.03363277,0.000012784546,0.4995553,0.12674987,0.0027034115],"study_design_scores_gemma":[0.0021428356,0.00008182412,0.05574211,0.0037778155,0.000030998464,0.000006879644,0.000094715826,0.12339599,0.000035574765,0.8065442,0.007440456,0.0007066112],"about_ca_topic_score_codex":0.0013224009,"about_ca_topic_score_gemma":0.0015460269,"teacher_disagreement_score":0.7232608,"about_ca_system_score_codex":0.0005395407,"about_ca_system_score_gemma":0.00033958632,"threshold_uncertainty_score":0.9977208},"labels":[],"label_agreement":null},{"id":"W2905709414","doi":"10.1111/ropr.12325","title":"Patterns of Local Policy Disruption: Regulatory Responses to Uber in Ten North American Cities","year":2018,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Typology; Function (biology); Politics; Government (linguistics); Political science; Public policy; Regional science; Business; Public administration; Geography; Law; Biology","score_opus":0.07848198485844864,"score_gpt":0.3973423916918929,"score_spread":0.31886040683344424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905709414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847531,0.00087086746,0.000024505758,0.004990783,0.000028209002,0.00040766754,0.000022642498,0.000017021212,0.00888523],"genre_scores_gemma":[0.9931229,0.002224466,0.000028025983,0.0023683717,0.0016869728,0.00003788512,0.000012560895,0.00001788935,0.0005009777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998425,0.000052932137,0.00047795768,0.00022458659,0.00039038784,0.00042913557],"domain_scores_gemma":[0.9988253,0.0001667137,0.0001740305,0.00046328787,0.0003362046,0.000034428627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016382545,0.000120937206,0.00041117938,0.0013456049,0.00007160516,0.000039731127,0.00042315503,0.000025863275,0.00017840699],"category_scores_gemma":[0.00087303907,0.00010008132,0.00008323192,0.002349296,0.00034398725,0.00035376954,0.00036381878,0.00016232021,0.00024103232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017999185,0.000087550674,0.59691924,0.011070455,0.000031799755,0.0000054678503,0.00022346732,0.0000030373587,0.000025430816,0.024027947,0.005438441,0.36198714],"study_design_scores_gemma":[0.0001458876,0.00007724496,0.900363,0.0033735032,0.0000069952735,0.0000018933841,0.00019313283,0.000027692011,0.00008714179,0.00063636893,0.09494355,0.0001435469],"about_ca_topic_score_codex":0.02118943,"about_ca_topic_score_gemma":0.003219096,"teacher_disagreement_score":0.36184362,"about_ca_system_score_codex":0.00010300321,"about_ca_system_score_gemma":0.0002198603,"threshold_uncertainty_score":0.98532856},"labels":[],"label_agreement":null},{"id":"W2906085975","doi":"","title":"The B&B sector in Nova Scotia: Some preliminary evidence from Tripadvisor reviews","year":2018,"lang":"en","type":"article","venue":"Small Business Institute Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Nova scotia; Nova (rocket); Government (linguistics); Tourism; Business; Advertising; Marketing; Psychology; Geography; Engineering","score_opus":0.09669544802189588,"score_gpt":0.2652460631183708,"score_spread":0.1685506150964749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906085975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725658,0.006492846,0.0015358847,0.0028887563,0.012600366,0.00050379086,0.0000024106077,0.00006583564,0.0033442532],"genre_scores_gemma":[0.9701112,0.0024524217,0.0010150494,0.0035272292,0.02241486,0.00001967408,0.000018634448,0.000047595404,0.0003933177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818456,0.000018199984,0.000779905,0.0003286989,0.00020545669,0.00048319652],"domain_scores_gemma":[0.9985174,0.00012966146,0.00060009916,0.000413786,0.00030867464,0.000030375117],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015164836,0.0002828115,0.00037500053,0.0002849884,0.0006191944,0.0010866241,0.0009002065,0.00012192602,0.0005208099],"category_scores_gemma":[0.0012077226,0.00018430958,0.00011865463,0.0007997405,0.00023407824,0.005904749,0.0002734008,0.00052101084,0.0016324364],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036828334,0.0006237947,0.37827808,0.0011084971,0.00032999844,0.00077793,0.000619991,0.0011251905,0.00099625,0.019699099,0.072613925,0.5201444],"study_design_scores_gemma":[0.0013680665,0.000040354458,0.4529991,0.0030084236,0.000102864455,0.000088993496,0.000078123696,0.0018049306,0.000070382855,0.013453156,0.5263654,0.00062024203],"about_ca_topic_score_codex":0.0026989584,"about_ca_topic_score_gemma":0.008545595,"teacher_disagreement_score":0.51952416,"about_ca_system_score_codex":0.000090665264,"about_ca_system_score_gemma":0.00014505864,"threshold_uncertainty_score":0.99995035},"labels":[],"label_agreement":null},{"id":"W2907177820","doi":"","title":"Understanding the Sharing Mania: What Libraries Can Learn from the Current Rise of Collaborative Consumption Models","year":2018,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Consumption (sociology); Context (archaeology); Sharing economy; Collaborative model; Work (physics); Computer science; Public relations; Marketing; Sociology; Political science; Business; World Wide Web; Engineering; Social science; Geography","score_opus":0.14378272247321053,"score_gpt":0.25384004383841113,"score_spread":0.1100573213652006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907177820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9108704,0.0025791738,0.027122337,0.005451837,0.0023994553,0.0009147421,0.000029967741,0.0002350929,0.050397035],"genre_scores_gemma":[0.9983504,0.00016936629,0.000040908802,0.00061607384,0.00067438633,0.000009672249,0.000022583137,0.000011336658,0.00010530472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993215,0.000006427498,0.00019844975,0.00019190159,0.00011886428,0.0001628139],"domain_scores_gemma":[0.9993341,0.00015207138,0.00018444052,0.00024374474,0.000078726305,0.00000691832],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00026355835,0.00011964668,0.00012619529,0.000050125982,0.00046702393,0.0012134308,0.00033451436,0.000034531902,0.0005371423],"category_scores_gemma":[0.000026023768,0.00006544652,0.00003920806,0.00021584677,0.00021595848,0.0035701478,0.00024841473,0.00013865787,0.000084889754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000100263394,0.000032082888,0.06772301,0.000063245294,0.000121997364,7.22378e-7,0.0032817267,0.00055457436,0.000013635836,0.9117338,0.006244504,0.010130444],"study_design_scores_gemma":[0.0006641182,0.000015030884,0.009641385,0.00037364475,0.00013005629,4.18683e-7,0.020247012,0.15144958,0.00021583757,0.795097,0.021819679,0.00034627382],"about_ca_topic_score_codex":0.0005904131,"about_ca_topic_score_gemma":0.0017637197,"teacher_disagreement_score":0.150895,"about_ca_system_score_codex":0.000031166623,"about_ca_system_score_gemma":0.000023749768,"threshold_uncertainty_score":0.9998234},"labels":[],"label_agreement":null},{"id":"W2907730641","doi":"10.14288/1.0372362","title":"Lobbying in British Columbia's designated resort municipalities : the case of short term rentals","year":2018,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Renting; Business; History; Political science; Law","score_opus":0.02089248093512733,"score_gpt":0.1895273011831539,"score_spread":0.16863482024802656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907730641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926817,0.00009180022,0.00001918064,0.000022460437,0.00016299511,0.00031048755,0.000059167083,0.000058137783,0.006594071],"genre_scores_gemma":[0.998717,0.000034249755,0.00005962435,0.000099879406,0.000121883946,0.0000013241305,0.000031055057,0.000016384796,0.00091859757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895483,0.000019045765,0.0002610839,0.00032607128,0.00013394169,0.000305014],"domain_scores_gemma":[0.999193,0.00006261149,0.00019487081,0.00032479563,0.00020375998,0.000020961637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056925404,0.000050823182,0.00030636383,0.000072148636,0.00046811192,0.00061036396,0.0004824796,0.00011427765,0.0007044444],"category_scores_gemma":[0.00005596303,0.00017815968,0.000109277986,0.00048052435,0.00051867065,0.001183645,0.00031626865,0.00015341482,0.000018470942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018025496,0.00013998934,0.6644627,0.00025950477,0.0000716162,0.0021442515,0.00036105115,0.0000057071493,0.00006300724,0.000011569788,0.0067673037,0.3256953],"study_design_scores_gemma":[0.0006240805,0.000023003495,0.9895428,0.0004434991,0.000051304054,0.00032693587,0.0065155174,0.00065334985,9.837975e-7,0.0009440945,0.0006589654,0.00021548127],"about_ca_topic_score_codex":0.9213945,"about_ca_topic_score_gemma":0.99177504,"teacher_disagreement_score":0.3254798,"about_ca_system_score_codex":0.00004879322,"about_ca_system_score_gemma":0.00003651563,"threshold_uncertainty_score":0.77131724},"labels":[],"label_agreement":null},{"id":"W2909624106","doi":"","title":"Fourth Quarter 2018: “David” Hotels Continue to Dominate the “Goliaths”","year":2019,"lang":"en","type":"article","venue":"Cornell Peter and Stephanie Nolan School of Hotel Administration (Cornell University)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); History; Advertising; Business; Archaeology","score_opus":0.02095289895172424,"score_gpt":0.17949710018013884,"score_spread":0.15854420122841462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909624106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96745026,0.000023834808,0.0014200833,0.000016179276,0.0003839884,0.0004879575,0.000015141313,0.000055096527,0.030147443],"genre_scores_gemma":[0.9957465,0.000011722407,0.000059276732,0.00083557586,0.000273075,0.0000017647591,0.00002639073,0.000018563964,0.0030271572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987729,0.000017381479,0.0003107538,0.00047041013,0.000120819845,0.00030771366],"domain_scores_gemma":[0.9989632,0.0000940623,0.0002836855,0.00044730882,0.00013802905,0.00007371877],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028888552,0.00025611042,0.0003098215,0.00024799738,0.00010857211,0.0003208676,0.00043402475,0.000117590884,0.0006496071],"category_scores_gemma":[0.000040548675,0.00021624881,0.0001272787,0.00033372323,0.00006357809,0.001203423,0.00014598161,0.00020928236,0.0011614745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011708819,0.0001358425,0.9910266,0.00022840837,0.00011691507,0.00007705831,0.00023625308,0.00031888264,0.0010470398,0.00079955946,0.004586335,0.00025626214],"study_design_scores_gemma":[0.0018270857,0.00023347516,0.9871277,0.000079755846,0.00012911193,0.000013198555,0.0008329085,0.00036851846,0.00051066204,0.0029136394,0.0054622437,0.0005016668],"about_ca_topic_score_codex":0.000076588265,"about_ca_topic_score_gemma":0.0001781008,"teacher_disagreement_score":0.028296197,"about_ca_system_score_codex":0.00003052717,"about_ca_system_score_gemma":0.000048052727,"threshold_uncertainty_score":0.99961627},"labels":[],"label_agreement":null},{"id":"W2909816726","doi":"10.1080/10941665.2018.1564342","title":"Do Airbnb’s “Superhosts” deserve the badge? An empirical study from China","year":2019,"lang":"en","type":"article","venue":"Asia Pacific Journal of Tourism Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"China; Advertising; Business; Empirical research; Tourism; Marketing; Geography; Mathematics","score_opus":0.07197399547819366,"score_gpt":0.3450301314767311,"score_spread":0.27305613599853745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909816726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95513904,0.00019646306,0.000014123164,0.0032589196,0.0006498423,0.0004335756,0.000002627518,0.000017044957,0.040288337],"genre_scores_gemma":[0.9959042,0.000017966011,0.000050978542,0.00009616052,0.0028762522,0.0000068391996,0.0000070941314,0.000031754458,0.0010087228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974427,0.00012940865,0.0005529028,0.0003210052,0.001006834,0.0005471052],"domain_scores_gemma":[0.99815935,0.0004229801,0.00026207336,0.00067943,0.00041276964,0.00006337885],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005279522,0.00019247695,0.0003559284,0.0004876771,0.00039353035,0.0011184198,0.0012942017,0.000116670395,0.0029172339],"category_scores_gemma":[0.00029152865,0.000116600335,0.00016803532,0.00058366713,0.00008818008,0.0022271571,0.00035190055,0.0013951369,0.0012743023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002863738,0.0005140443,0.95745605,0.000020770114,0.00014861544,0.00018947986,0.0013318891,0.000044247427,0.00006382074,0.0003352857,0.033202775,0.0064066327],"study_design_scores_gemma":[0.0013780474,0.00036547505,0.9047191,0.0000762528,0.000044487726,0.000029170053,0.022138573,0.0007721528,0.000035392295,0.010040175,0.060157105,0.00024403444],"about_ca_topic_score_codex":0.00094740465,"about_ca_topic_score_gemma":0.000083141524,"teacher_disagreement_score":0.052736934,"about_ca_system_score_codex":0.00006405903,"about_ca_system_score_gemma":0.00009668143,"threshold_uncertainty_score":0.9999185},"labels":[],"label_agreement":null},{"id":"W2909975494","doi":"","title":"Creating synergies between cultural policy and tourism for permanent and temporary citizens","year":2018,"lang":"en","type":"article","venue":"Research portal (Tilburg University)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Political science; Economy; Urban policy; Tourism geography; Cultural tourism; Cultural policy; Economic growth; Urban planning; Regional science; Geography; Economics; Engineering; Law","score_opus":0.06426282718364155,"score_gpt":0.3012152085957843,"score_spread":0.23695238141214275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909975494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8440182,0.000032702515,0.000018036846,0.00048469292,0.00003177852,0.00021211753,0.00001243168,0.000054685548,0.15513532],"genre_scores_gemma":[0.9902853,0.00003881775,0.00007390243,0.00007259465,0.0018624387,0.0000015081911,0.000052100128,0.000011971985,0.0076014167],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990636,0.000008049798,0.00011105423,0.00027502427,0.00015715789,0.00038512395],"domain_scores_gemma":[0.9993992,0.00015485585,0.00006514638,0.000117206626,0.00021571455,0.000047886162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004154156,0.000114892995,0.00015475418,0.0006114417,0.00073204585,0.00029112125,0.0001663529,0.00007671948,0.0000793079],"category_scores_gemma":[0.00016640818,0.000106318876,0.0000405046,0.00038849408,0.0003038959,0.001326286,0.00036816843,0.00015140371,0.000019230145],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028529065,0.0000651426,0.5649292,0.00074222055,0.00027082878,0.00034980202,0.0008870836,0.0000027118926,0.0004422626,0.3782828,0.032493155,0.021249516],"study_design_scores_gemma":[0.0021630726,0.00020239773,0.15078244,0.00027897296,0.00009372698,0.000019088557,0.0141094895,0.0012130447,0.00034846406,0.01919837,0.810814,0.0007769163],"about_ca_topic_score_codex":0.0016282559,"about_ca_topic_score_gemma":0.00008164978,"teacher_disagreement_score":0.77832085,"about_ca_system_score_codex":0.000025813404,"about_ca_system_score_gemma":0.000047466554,"threshold_uncertainty_score":0.5630379},"labels":[],"label_agreement":null},{"id":"W2910112765","doi":"10.5539/ijms.v11n1p40","title":"Study on the Influencing Factors and Consumer Behaviors of Bicycle Sharing in Beijing","year":2019,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Beijing; Affect (linguistics); Business; Marketing; Sample (material); Population; Consumer market; Consumer behaviour; Advertising; Psychology; Geography; Environmental health","score_opus":0.04391820185307682,"score_gpt":0.29297508223372554,"score_spread":0.24905688038064872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910112765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978441,0.00014136375,4.3507572e-7,0.00021579981,0.0005350401,0.000099189405,5.284168e-7,0.0000046855894,0.0011588428],"genre_scores_gemma":[0.9996938,0.000022379849,0.000009658046,0.000122068726,0.00012499944,0.0000014572437,2.488873e-7,0.0000065162576,0.000018840687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999153,0.00001520499,0.00040778745,0.00009972783,0.00023383743,0.00009039536],"domain_scores_gemma":[0.99841666,0.0008123138,0.0004901518,0.000066260276,0.00021045783,0.000004173243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022049497,0.00009253699,0.00019862,0.00029930225,0.00004914865,0.00008752219,0.00025968722,0.00001710046,0.0000343469],"category_scores_gemma":[0.0010690492,0.000057768317,0.000047249116,0.00008638554,0.000029946785,0.0004726993,0.00022112303,0.00016280127,0.0000039612964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010277408,0.000045122313,0.9979408,0.000019649868,0.00017342439,0.000009974437,0.0007216137,0.00008558588,0.00008463094,0.00017927817,0.000026227794,0.0006109127],"study_design_scores_gemma":[0.0004207494,0.000017632414,0.9830716,0.00043333677,0.000024378334,0.0000029321873,0.015574956,0.000058791098,0.00003758349,0.00018157327,0.000111873305,0.00006456262],"about_ca_topic_score_codex":0.00007859403,"about_ca_topic_score_gemma":0.00004539352,"teacher_disagreement_score":0.014869175,"about_ca_system_score_codex":0.000035262347,"about_ca_system_score_gemma":0.0000067558185,"threshold_uncertainty_score":0.23557237},"labels":[],"label_agreement":null},{"id":"W2910388888","doi":"10.1177/0743915618811852","title":"Introduction to the Special Section: The Domain and Intersection of Anticonsumption, Marketing, and Public Policy","year":2018,"lang":"en","type":"article","venue":"Journal of Public Policy & Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Section (typography); Intersection (aeronautics); Public domain; Domain (mathematical analysis); Special section; Political science; Marketing; Business; Advertising; Mathematics; Engineering; History; Engineering physics; Transport engineering","score_opus":0.0181431877873143,"score_gpt":0.24429759981598,"score_spread":0.2261544120286657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910388888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89940375,0.00006372598,0.00024468004,0.09107702,0.0015758934,0.0001402331,0.0000012747297,0.00001723467,0.007476167],"genre_scores_gemma":[0.87160033,0.00005292268,0.000096728574,0.0012524859,0.12687269,0.000002806825,0.0000012114782,0.000013785147,0.000107045766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985545,0.00014097676,0.0005678708,0.00018555322,0.00022713827,0.00032395445],"domain_scores_gemma":[0.99807155,0.00029527364,0.000867463,0.0002042263,0.00051455974,0.000046902653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009680303,0.00014975763,0.00020868647,0.00093267666,0.0005927358,0.00088185363,0.00027500832,0.00006914326,0.0003037832],"category_scores_gemma":[0.0072410195,0.00009496675,0.00007685968,0.0009163014,0.00023053834,0.0017138557,0.00025815069,0.00029082544,0.000010277356],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010878063,0.00013406253,0.29938522,0.00036543485,0.00038649933,0.0000033652566,0.0013259145,0.000008301679,0.0010275001,0.055842258,0.20061839,0.43981525],"study_design_scores_gemma":[0.00045135283,0.000041279665,0.39019924,0.00008148756,0.000033635177,0.0002761823,0.0016238756,0.00021603756,0.000014916416,0.002377988,0.604544,0.00014003587],"about_ca_topic_score_codex":0.00049972977,"about_ca_topic_score_gemma":0.00037952862,"teacher_disagreement_score":0.4396752,"about_ca_system_score_codex":0.00010021647,"about_ca_system_score_gemma":0.00013338607,"threshold_uncertainty_score":0.86687},"labels":[],"label_agreement":null},{"id":"W2910694652","doi":"10.3390/su11020390","title":"Assessing the Potential of Sustainable Value Chains in the Collaborative Economy","year":2019,"lang":"en","type":"article","venue":"Sustainability","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; HEC Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Archetype; Sustainability; Sustainable Value; Value chain; Sharing economy; Industrial organization; Business model; Value (mathematics); Business; Marketing; Circular economy; Profit (economics); Economics; Knowledge management; Microeconomics; Supply chain; Computer science","score_opus":0.007364017765012957,"score_gpt":0.24369458627466048,"score_spread":0.2363305685096475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910694652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95092744,0.000041499185,0.0001372892,0.0044818213,0.00012131387,0.0012516972,8.4058485e-7,0.000022504059,0.043015588],"genre_scores_gemma":[0.9984239,7.9094696e-7,0.000011955555,0.0007947432,0.00019757266,0.000053581272,0.000008236437,0.000009030283,0.0005002278],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988941,0.00004535669,0.0003101978,0.00025395871,0.000116896146,0.00037952376],"domain_scores_gemma":[0.9984923,0.00019903714,0.00022641094,0.0004882795,0.00058823696,0.0000057574425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002503228,0.00013794332,0.00020759391,0.00012487614,0.00021545381,0.0005187525,0.00047208215,0.000065328175,0.00014615744],"category_scores_gemma":[0.0004445765,0.00008250747,0.00007994486,0.00069829373,0.00012710053,0.0022533187,0.00019182981,0.00021535829,0.000021403932],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039474126,0.000109938264,0.22462562,0.00061205245,0.000017422244,0.000013633184,0.0008318332,0.0029025825,0.0000036943218,0.7696388,0.00032745648,0.0008775157],"study_design_scores_gemma":[0.0006755926,0.0000209967,0.44363526,0.000016012778,0.000029305254,0.0000015230407,0.15624586,0.0080424445,0.000024678546,0.34221998,0.04885919,0.00022914643],"about_ca_topic_score_codex":0.0016128221,"about_ca_topic_score_gemma":0.000054605123,"teacher_disagreement_score":0.4274188,"about_ca_system_score_codex":0.0002124015,"about_ca_system_score_gemma":0.00029599003,"threshold_uncertainty_score":0.50023425},"labels":[],"label_agreement":null},{"id":"W2912405883","doi":"10.1108/s0885-211120190000020014","title":"Humanizing Market Relationships: the DIY Extended Family","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Marketization; Transactional leadership; Business; Context (archaeology); Public relations; Marketing; Sociology; Political science; Geography","score_opus":0.06179128604002519,"score_gpt":0.2079920705204952,"score_spread":0.14620078448047003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912405883","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018101839,0.00023819033,0.00008977799,0.00033278,0.0008043677,0.00038135654,0.00000403612,0.00019319972,0.99777526],"genre_scores_gemma":[0.0194097,0.00003838692,0.00006536986,0.0033612917,0.0018038017,0.000008237192,0.00010570793,0.00007427727,0.97513324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889404,0.0000024212336,0.0003411764,0.00035502555,0.00018123136,0.00022611656],"domain_scores_gemma":[0.9988356,0.0001929681,0.00032517526,0.00056377583,0.0000747625,0.0000076736615],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006083862,0.00031066948,0.00026669778,0.00020032979,0.00039797128,0.00053192815,0.0004472869,0.00026756758,0.010126808],"category_scores_gemma":[0.000047616362,0.00020898577,0.00017419057,0.000039789593,0.00004610417,0.00085179944,0.0002563662,0.00061284454,0.009095402],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010515981,0.0000040154505,0.00047533796,0.00007411019,0.00005874155,0.0000031635132,0.000012064997,0.0000041623384,5.7655666e-7,0.90022206,0.09652494,0.002610319],"study_design_scores_gemma":[0.00013378594,0.000002302484,0.0054264776,0.000111368056,0.00007878335,0.000001333576,0.00007279849,0.000493773,1.9135823e-7,0.14348431,0.84987086,0.0003240326],"about_ca_topic_score_codex":0.00009181931,"about_ca_topic_score_gemma":0.000158235,"teacher_disagreement_score":0.75673777,"about_ca_system_score_codex":0.000031976084,"about_ca_system_score_gemma":0.000027843604,"threshold_uncertainty_score":0.99167615},"labels":[],"label_agreement":null},{"id":"W2912692073","doi":"10.1522/radm.no1.913","title":"Les transformations du travail à l’ère du numérique et de l’« économie collaborative » : pistes d’analyse et de réflexion","year":2018,"lang":"fr","type":"article","venue":"Ad machina l avenir de l humain au travail","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.014671254210917277,"score_gpt":0.2531297074554207,"score_spread":0.2384584532445034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912692073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66644466,0.0047828956,0.020900976,0.01772378,0.0009210351,0.0010456877,0.00031396298,0.00038508134,0.2874819],"genre_scores_gemma":[0.97956795,0.0013190224,0.0020934169,0.0072597545,0.0017462842,0.00013357698,0.00035490523,0.00011822978,0.007406885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967635,0.00029539078,0.00089224766,0.0006499896,0.00019794056,0.0012009117],"domain_scores_gemma":[0.9980496,0.0004524173,0.00053424505,0.0004796218,0.0003198961,0.000164186],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003316688,0.00068984664,0.00066190545,0.00043104653,0.0011993469,0.0012121187,0.00068049465,0.00052236766,0.002390588],"category_scores_gemma":[0.00033160066,0.00074558234,0.00035562736,0.0006367707,0.000517848,0.0030944347,0.00011108592,0.0008077038,0.0007498962],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011425193,0.0015758902,0.16520351,0.0026081195,0.0014821356,0.00018961237,0.102052085,0.0028179714,0.00070516433,0.61748296,0.05175143,0.052988596],"study_design_scores_gemma":[0.0032301142,0.00030782298,0.12444352,0.0008632006,0.0005469023,0.00014165154,0.007882953,0.037129242,0.0007807112,0.049340412,0.7736965,0.0016370084],"about_ca_topic_score_codex":0.020487223,"about_ca_topic_score_gemma":0.07042352,"teacher_disagreement_score":0.72194505,"about_ca_system_score_codex":0.0018991183,"about_ca_system_score_gemma":0.0017483026,"threshold_uncertainty_score":0.9998247},"labels":[],"label_agreement":null},{"id":"W2912815603","doi":"","title":"Collaborative consumption enthusiasts: are they responsible consumers?","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Consumption (sociology); Business; Advertising; Aesthetics; Art","score_opus":0.020884919099981882,"score_gpt":0.23045803203300533,"score_spread":0.20957311293302344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912815603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71969897,0.0013583765,0.009208156,0.010272376,0.001487751,0.001355742,0.00020181412,0.00083107845,0.2555857],"genre_scores_gemma":[0.98556274,0.0005050763,0.006206646,0.0006821918,0.00024463702,0.00013363213,0.0010354138,0.00007559082,0.005554077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972722,0.00059972884,0.0005559995,0.0008454425,0.00032406944,0.0004025369],"domain_scores_gemma":[0.9934307,0.0008497561,0.0011848722,0.0015980791,0.0028865703,0.000050044437],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004717402,0.00041731328,0.0004534957,0.00042293148,0.0005711695,0.00143032,0.0010484217,0.00037321757,0.0012320221],"category_scores_gemma":[0.0017918377,0.00042853507,0.00017176663,0.00036812274,0.00031071767,0.0007195652,0.0015917575,0.000586345,0.0012509187],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005355999,0.0017574324,0.23716113,0.0029505002,0.0010020665,0.000052589778,0.018496752,0.00018853473,0.0010630448,0.6358552,0.056799494,0.04413769],"study_design_scores_gemma":[0.0042911973,0.000001170285,0.14925867,0.017204437,0.0006624933,0.000021918277,0.002394551,0.036236525,0.020257594,0.12731391,0.638193,0.0041644922],"about_ca_topic_score_codex":0.0016633787,"about_ca_topic_score_gemma":0.007902969,"teacher_disagreement_score":0.58139354,"about_ca_system_score_codex":0.00012100509,"about_ca_system_score_gemma":0.00025446436,"threshold_uncertainty_score":0.99981666},"labels":[],"label_agreement":null},{"id":"W2915614448","doi":"10.22215/timreview/1215","title":"How to Create Value(s) in the Sharing Economy: Business Models, Scalability, and Sustainability","year":2019,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharing economy; Pooling; Scalability; Sustainability; Business; Digital economy; Value (mathematics); Business model; Industrial organization; Environmental economics; Knowledge management; Commerce; Computer science; Economics; Marketing; World Wide Web; Operating system","score_opus":0.02387433727078944,"score_gpt":0.24316479559993912,"score_spread":0.21929045832914967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915614448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72271395,0.00366956,0.0036037213,0.19969252,0.0002032875,0.006993764,0.0000013480619,0.00048235,0.06263953],"genre_scores_gemma":[0.9837226,0.000925219,0.00026256868,0.014010715,0.00006229998,0.00041183928,0.000032568758,0.000018167273,0.0005539925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986086,0.000007059893,0.0004601919,0.0005317306,0.00009890178,0.00029351286],"domain_scores_gemma":[0.99871475,0.000022310765,0.00021473134,0.0007649121,0.00027858585,0.000004690906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019189744,0.00020332266,0.00034003647,0.00095522264,0.00009385498,0.00033156166,0.00063535373,0.000088288376,0.000050988776],"category_scores_gemma":[0.00017162945,0.00015649687,0.000027686912,0.004586353,0.00005412551,0.0015616518,0.00067780487,0.00019412108,0.00008961529],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047389194,0.00003290606,0.054308936,0.0062186467,0.000014793314,0.0000028824584,0.00000669662,0.00014429189,5.121718e-7,0.90120023,0.00055889884,0.03750645],"study_design_scores_gemma":[0.0003964549,0.0000099349845,0.021900168,0.0009913321,0.00005544196,0.0000032449072,0.000358811,0.002960193,0.0000016259473,0.7017767,0.27122042,0.0003257002],"about_ca_topic_score_codex":0.00007134918,"about_ca_topic_score_gemma":0.000017596034,"teacher_disagreement_score":0.2706615,"about_ca_system_score_codex":0.00009059702,"about_ca_system_score_gemma":0.0000110577985,"threshold_uncertainty_score":0.6381757},"labels":[],"label_agreement":null},{"id":"W2915956606","doi":"10.1002/cjas.1525","title":"Innovation in Knowledge Intensive Business Services (KIBS)","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Business; Econometric analysis; Knowledge management; Survey data collection; Industrial organization; Econometric model; Economics; Econometrics; Computer science; Statistics","score_opus":0.08677229038815407,"score_gpt":0.29422599836091107,"score_spread":0.207453707972757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915956606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652283,0.00012246583,0.00008098084,0.0009585643,0.0010024017,0.00021062438,0.0000089993955,0.000009116875,0.03237854],"genre_scores_gemma":[0.99791414,0.0000048620377,0.0006209773,0.0008484172,0.00040391495,0.000004761787,0.000012093795,0.00000905508,0.00018175921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979318,0.000025377483,0.00078976643,0.00038922494,0.00014153804,0.00072231947],"domain_scores_gemma":[0.9974538,0.00011123421,0.0008121144,0.00013739963,0.0013365808,0.00014888626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027220198,0.00022107559,0.00031277063,0.0018264361,0.00065597147,0.0009796041,0.0008655062,0.00010895238,0.00029813524],"category_scores_gemma":[0.00069790456,0.0002036755,0.000059942584,0.004720509,0.0012877482,0.004270115,0.000026559657,0.0002485162,0.00006043535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007995069,0.000070575996,0.71968496,0.00055296527,0.000026655642,0.00033354617,0.010479675,0.0022397074,0.00072777545,0.26121768,0.0002667586,0.0043197637],"study_design_scores_gemma":[0.0015615282,0.0019271144,0.72603905,0.0023221758,0.00006704858,0.0014574247,0.081193745,0.023596054,0.0007645495,0.1366705,0.022943877,0.0014569057],"about_ca_topic_score_codex":0.01726488,"about_ca_topic_score_gemma":0.64303666,"teacher_disagreement_score":0.62577176,"about_ca_system_score_codex":0.00048796553,"about_ca_system_score_gemma":0.0042213867,"threshold_uncertainty_score":0.9892792},"labels":[],"label_agreement":null},{"id":"W2918367616","doi":"10.7202/1056305ar","title":"Technologies numériques et transformations des industries : considération des effets de la numérisation du service des transports publics individualisés en France","year":2019,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Publics; Philosophy","score_opus":0.02194619713203213,"score_gpt":0.271240581658967,"score_spread":0.24929438452693484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918367616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94357985,0.0011826846,0.002146244,0.012190548,0.00025270184,0.0005269705,0.0001382699,0.0007554532,0.03922729],"genre_scores_gemma":[0.9942508,0.0017743439,0.0011129266,0.0015739353,0.0004513005,0.00008994672,0.00041953864,0.000045667886,0.00028156696],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982324,0.00015737448,0.0005125396,0.00029882486,0.00020056104,0.00059825386],"domain_scores_gemma":[0.9986361,0.00042301742,0.00030237337,0.00016024311,0.00044751252,0.000030711195],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015758586,0.00035007988,0.0003646468,0.00028085546,0.00067746325,0.0016191145,0.00030974555,0.0008461972,0.00022104464],"category_scores_gemma":[0.00035318537,0.0003813583,0.00011442347,0.0006375941,0.0007498214,0.011054471,0.00006980885,0.0005903107,0.00007128811],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017513892,0.00013659523,0.4760475,0.0013547298,0.00008208123,0.0000034773645,0.07966862,0.00005769463,0.000031933254,0.42893454,0.00056852924,0.013096785],"study_design_scores_gemma":[0.0009197755,0.000042154497,0.2465244,0.00083503,0.00009523974,0.00001711911,0.087522686,0.00030498148,0.0017979521,0.59625953,0.065000705,0.0006804162],"about_ca_topic_score_codex":0.009789567,"about_ca_topic_score_gemma":0.005149803,"teacher_disagreement_score":0.2295231,"about_ca_system_score_codex":0.00018455765,"about_ca_system_score_gemma":0.00025109402,"threshold_uncertainty_score":0.99986386},"labels":[],"label_agreement":null},{"id":"W2924131612","doi":"","title":"Gloria Mark, Multitasking in the digital age , Morgan & Claypool, 2015","year":2018,"lang":"en","type":"article","venue":"Interfaces numériques","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Human multitasking; Computer science; Psychology; Cognitive psychology","score_opus":0.02411592698312018,"score_gpt":0.2548823525906388,"score_spread":0.23076642560751862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924131612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.813896,0.00009313902,0.00013996998,0.00070518337,0.000621174,0.0001610263,0.0000029398602,0.00011996912,0.1842606],"genre_scores_gemma":[0.99680966,0.0000037281532,0.000047483314,0.0009773929,0.0017396577,0.000012770079,0.000016388854,0.000018649807,0.00037427916],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912685,0.0000057726083,0.0002464328,0.00023423659,0.00011753509,0.0002691489],"domain_scores_gemma":[0.99951345,0.00006658569,0.000112192196,0.0002494295,0.000050627106,0.000007723579],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032964992,0.00016684002,0.00014986715,0.00013725147,0.000102705824,0.001582187,0.00052485935,0.00006924524,0.00034766746],"category_scores_gemma":[0.000105780535,0.00011542784,0.00004609068,0.00020683084,0.000094171264,0.002355234,0.00018052186,0.00017144167,0.0011713161],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004896808,0.00047642892,0.64301765,0.00031194638,0.0001865534,0.00030147147,0.0158681,0.00007763792,0.001002608,0.021942364,0.2673048,0.049020726],"study_design_scores_gemma":[0.0008642905,0.000090430935,0.040213883,0.00039432378,0.000016687776,0.000017365835,0.013057382,0.0038705112,0.0018624776,0.041676037,0.89711636,0.0008202487],"about_ca_topic_score_codex":0.0005793658,"about_ca_topic_score_gemma":0.0010173662,"teacher_disagreement_score":0.6298115,"about_ca_system_score_codex":0.000025527255,"about_ca_system_score_gemma":0.0000068361164,"threshold_uncertainty_score":0.9996064},"labels":[],"label_agreement":null},{"id":"W2928831860","doi":"10.1080/21681376.2019.1592699","title":"Location, location and professionalization: a multilevel hedonic analysis of Airbnb listing prices and revenue","year":2019,"lang":"en","type":"article","venue":"Regional Studies Regional Science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Renting; Valuation (finance); Revenue; Real estate; Hedonic regression; Business; Listing (finance); Neighbourhood (mathematics); Hedonic pricing; Economics; Finance; Econometrics","score_opus":0.0642895971156662,"score_gpt":0.3019895924710883,"score_spread":0.2376999953554221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928831860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389756,0.0027990912,0.00062601676,0.0017687338,0.0001333669,0.00025122348,0.000001769117,0.000023855107,0.0004983954],"genre_scores_gemma":[0.99830776,0.00021240588,0.0003060525,0.00068011566,0.00013080785,0.000015229638,0.000015167414,0.0000048852694,0.0003275894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883777,0.0000044971066,0.0002517438,0.00037395544,0.00036364782,0.00016838861],"domain_scores_gemma":[0.99863696,0.00017015387,0.00034380716,0.00012168731,0.00071015937,0.000017229662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006134454,0.00011538671,0.00023197324,0.0003828109,0.00040457162,0.0000739605,0.00016457502,0.00003447217,0.000011349741],"category_scores_gemma":[0.00023955159,0.00009377233,0.000032101772,0.0019639267,0.0005019408,0.0011359251,0.00020545712,0.000057316192,0.000009778689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007024557,0.000099219564,0.73547566,0.0012697182,0.0005005769,0.0000013969453,0.0012447143,0.0043049236,0.00034259094,0.24924588,0.001549635,0.005895418],"study_design_scores_gemma":[0.00025256633,0.00001067439,0.93702257,0.00039073869,0.00014734345,0.0000042283305,0.0008777976,0.049514737,0.0000074743803,0.00437135,0.007202175,0.00019833655],"about_ca_topic_score_codex":0.0002590649,"about_ca_topic_score_gemma":0.000121625744,"teacher_disagreement_score":0.24487454,"about_ca_system_score_codex":0.000044535074,"about_ca_system_score_gemma":0.000078793484,"threshold_uncertainty_score":0.38239247},"labels":[],"label_agreement":null},{"id":"W2943112174","doi":"10.1108/whatt-11-2018-0077","title":"Can all sectors of the hospitality and tourism industry be influenced by the innovation of Blockchain technology?","year":2019,"lang":"en","type":"article","venue":"Worldwide Hospitality and Tourism Themes","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Niagara College","funders":"","keywords":"Hospitality; Hospitality industry; Blockchain; Tourism; Marketing; Hospitality management studies; Profitability index; Business; Value (mathematics); Originality; Computer science; Finance; Sociology; Political science; Computer security","score_opus":0.009086493774187354,"score_gpt":0.20648939782381548,"score_spread":0.19740290404962813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943112174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873838,0.00023215325,0.0000019975682,0.008817182,0.00019817274,0.00041752864,0.000021477013,0.000040987205,0.002886734],"genre_scores_gemma":[0.99805236,0.000010999473,0.000015741509,0.00139452,0.00008628277,0.000014101262,0.00000976238,0.00001265742,0.00040356303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998899,0.000012154067,0.00042840576,0.00026638006,0.00017411055,0.00021995799],"domain_scores_gemma":[0.9988288,0.000084291256,0.0005268107,0.00044162813,0.00010809735,0.0000103328985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054751267,0.00019242067,0.0002805443,0.00016048728,0.00014334336,0.00007607903,0.0003613555,0.00024010488,0.000050110277],"category_scores_gemma":[0.00015610042,0.00012132747,0.00005433891,0.00072212965,0.00032297237,0.00028494158,0.00033166754,0.00040343276,0.0000012440677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017054861,0.00005844961,0.93261397,0.00016918172,0.00009761907,7.211741e-7,0.00037304472,0.000012560416,0.00040737106,0.061388806,0.001833474,0.003027749],"study_design_scores_gemma":[0.0010335298,0.00006208332,0.7551241,0.00027890402,0.00014152152,0.000003570489,0.00593509,0.0002662522,0.008564849,0.21911705,0.008902145,0.000570896],"about_ca_topic_score_codex":0.001979624,"about_ca_topic_score_gemma":0.0001222725,"teacher_disagreement_score":0.17748986,"about_ca_system_score_codex":0.000013452214,"about_ca_system_score_gemma":0.00002013554,"threshold_uncertainty_score":0.49475908},"labels":[],"label_agreement":null},{"id":"W2944116054","doi":"10.1057/s41270-019-00052-9","title":"Review of a proposed methodology for bibliometric and visualization analyses for organizations: application to the collaboration economy","year":2019,"lang":"en","type":"review","venue":"Journal of Marketing Analytics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Computer science; Visualization; Tourism; Disk formatting; Originality; Social network analysis; Field (mathematics); Data science; Scopus; Section (typography); Citation; Information retrieval; Hospitality; Data mining; World Wide Web; Social media; Qualitative research; Geography; Sociology; Social science","score_opus":0.1974416250507121,"score_gpt":0.4389402883975909,"score_spread":0.2414986633468788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944116054","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000483313,0.8545005,0.14303006,0.00032801903,0.00016551556,0.0018350129,0.000016367241,0.0000067450737,0.000112974994],"genre_scores_gemma":[0.000022887081,0.99294686,0.0052989423,0.0006841105,0.00076272315,0.000042771484,0.00015515409,0.000033919183,0.000052652966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819726,0.00009757937,0.0012949207,0.00018432489,0.000103727114,0.00012220754],"domain_scores_gemma":[0.9906221,0.00298991,0.0038440195,0.00019805685,0.0023317635,0.000014117021],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.010035406,0.0001825739,0.001180269,0.0071830605,0.000104227074,0.00018965788,0.00028348106,0.00011971695,0.000013755692],"category_scores_gemma":[0.014826432,0.000120280136,0.0002368076,0.016932337,0.000015532622,0.00039618785,0.00005703966,0.0000939749,0.00000357437],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085741325,0.00004387983,0.0001448257,0.3280349,0.00060305157,1.219938e-7,0.000013655808,0.00028354974,0.0000015176188,0.0017636706,0.021514522,0.6475106],"study_design_scores_gemma":[0.00017182872,0.000032711618,0.000016807879,0.015167815,0.0034010487,0.000005554297,0.000039761086,0.0042694653,0.0000014732659,0.00026171707,0.9764956,0.00013621213],"about_ca_topic_score_codex":0.0000045528154,"about_ca_topic_score_gemma":0.000004974925,"teacher_disagreement_score":0.9549811,"about_ca_system_score_codex":0.000055058328,"about_ca_system_score_gemma":0.00021841048,"threshold_uncertainty_score":0.9934721},"labels":[],"label_agreement":null},{"id":"W2945453464","doi":"10.1108/oir-02-2018-0053","title":"Ownership and control over publicly accessible platform data","year":2019,"lang":"en","type":"article","venue":"Online Information Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Competitor analysis; Big data; Context (archaeology); Data sharing; Computer science; Dimension (graph theory); Analytics; Data science; Business; Data mining; Marketing","score_opus":0.051523297887374746,"score_gpt":0.2736771786040221,"score_spread":0.22215388071664732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945453464","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4234201,0.041171253,0.0022537394,0.032055438,0.0032245596,0.0077373013,0.0009801021,0.0012674571,0.48789006],"genre_scores_gemma":[0.76241004,0.015372775,0.000588798,0.20385261,0.0016022976,0.000053931424,0.015081269,0.000039824103,0.0009984688],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999131,0.0000017866917,0.00043607873,0.00013156641,0.00013564898,0.00016389322],"domain_scores_gemma":[0.9990213,0.000036968053,0.00036287712,0.00048620004,0.00007771181,0.000014973522],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006548055,0.00012542514,0.00024151,0.00012556883,0.000059903436,0.00051032775,0.0004165767,0.000054070948,0.0020703387],"category_scores_gemma":[0.00016912146,0.000091150025,0.000032766744,0.00023571846,0.000011589932,0.020374067,0.00024197319,0.00012963163,0.0017374179],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004603437,0.00006846617,0.18978246,0.020664316,0.00009661618,0.0000010334101,0.000025303569,0.000021093296,0.0000017622158,0.03563426,0.1097715,0.64388716],"study_design_scores_gemma":[0.00059555995,0.000003379068,0.015342942,0.0006957206,0.000035461115,0.0000025496015,0.000023495735,0.013882702,2.6609177e-7,0.00033773444,0.96892565,0.00015454809],"about_ca_topic_score_codex":0.00010427668,"about_ca_topic_score_gemma":0.000033908644,"teacher_disagreement_score":0.85915416,"about_ca_system_score_codex":0.000009554087,"about_ca_system_score_gemma":0.000021831525,"threshold_uncertainty_score":0.9990398},"labels":[],"label_agreement":null},{"id":"W2948327711","doi":"10.2139/ssrn.3345669","title":"Empirical Analysis of Referrals in Ride-Sharing","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Business","score_opus":0.02717592472638607,"score_gpt":0.26604591664127325,"score_spread":0.23886999191488717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948327711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98798645,0.00020407763,0.00019548977,0.00021139394,0.00014055253,0.00006507713,4.1203822e-7,0.000015976544,0.0111805955],"genre_scores_gemma":[0.99864477,0.00009762558,0.000013784155,0.000282782,0.0002344587,0.0000014306158,0.0000094289035,0.000010842143,0.00070489704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827343,0.00000416764,0.00038753916,0.0001861497,0.00014190396,0.0010067858],"domain_scores_gemma":[0.99946797,0.000030566105,0.00026689126,0.0001780624,0.000047667152,0.000008817988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016773744,0.00010847454,0.00032256774,0.00090074434,0.000045321307,0.000093837174,0.0003151741,0.00006437831,0.0004830184],"category_scores_gemma":[0.000046046724,0.00009294688,0.00017998366,0.0010380802,0.000010893539,0.0008782042,0.00008043474,0.00078944943,0.00015976658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000407793,0.000026753392,0.94099027,0.000014764462,0.00038411233,0.0000015131387,0.000026138607,0.0013223574,0.000044820088,0.054653782,0.000035678746,0.0024590616],"study_design_scores_gemma":[0.0014118693,0.000052518888,0.5522457,0.00006997713,0.00059728813,0.000020394225,0.0011741401,0.020802615,0.000034393586,0.41552308,0.007624449,0.00044359508],"about_ca_topic_score_codex":0.00043404335,"about_ca_topic_score_gemma":0.0025993187,"teacher_disagreement_score":0.38874456,"about_ca_system_score_codex":0.00020595777,"about_ca_system_score_gemma":0.0001394636,"threshold_uncertainty_score":0.5288713},"labels":[],"label_agreement":null},{"id":"W2948375746","doi":"10.1007/s10551-019-04207-7","title":"What’s in an App? Investigating the Moral Struggles Behind a Sharing Economy Device","year":2019,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Performative utterance; Business ethics; Extant taxon; Compromise; Quality of Life Research; Sociology; Positive economics; Moral economy; Dimension (graph theory); Environmental ethics; Law and economics; Epistemology; Economics; Law; Political science; Social science; Philosophy","score_opus":0.12800032921479093,"score_gpt":0.28422122797552685,"score_spread":0.15622089876073592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948375746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99065506,0.00019421839,0.000049095055,0.0049197893,0.0013597395,0.00014865395,3.990508e-7,0.000020440757,0.0026525734],"genre_scores_gemma":[0.99289143,0.000033534852,0.00022776598,0.005299898,0.0014438534,0.000002919138,0.0000067014707,0.000025850959,0.00006802467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864554,0.00001512393,0.00065340946,0.00020128005,0.00022031351,0.0002643512],"domain_scores_gemma":[0.9980787,0.00024658674,0.00085600844,0.0002804666,0.00051559776,0.000022644695],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026275492,0.0001793185,0.00031318236,0.00030685216,0.00017379323,0.0016990686,0.00069088675,0.00018509071,0.00012676253],"category_scores_gemma":[0.00036962007,0.00012930445,0.00007268467,0.00037806915,0.000069226815,0.010472704,0.00020530731,0.0012294485,0.0000654955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000825779,0.00011395653,0.9310635,0.00093060575,0.00006404995,0.00003788696,0.003132921,0.024700958,0.0001439205,0.030623965,0.00017945799,0.00892624],"study_design_scores_gemma":[0.0037265776,0.00006447213,0.6383177,0.003944709,0.00017505077,0.0001078107,0.018183853,0.07724237,0.00016655972,0.20683248,0.050004616,0.0012337988],"about_ca_topic_score_codex":0.00031606687,"about_ca_topic_score_gemma":0.0010515869,"teacher_disagreement_score":0.29274577,"about_ca_system_score_codex":0.000046679797,"about_ca_system_score_gemma":0.00015558796,"threshold_uncertainty_score":0.99933726},"labels":[],"label_agreement":null},{"id":"W2948698456","doi":"10.7202/1056948ar","title":"L’économie de partage (ou de l’utilisation partagée) et l’aggravation du risque en assurance","year":2019,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.025448046993220428,"score_gpt":0.24867566413964626,"score_spread":0.22322761714642583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948698456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8960406,0.0034134819,0.0031413222,0.033865735,0.001844596,0.00066395086,0.000042148524,0.00034487288,0.06064327],"genre_scores_gemma":[0.98506624,0.0041618934,0.0012263567,0.002315075,0.0010416573,0.00010046767,0.00023880819,0.00006160724,0.0057879114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761087,0.0002402509,0.0006305453,0.00059400394,0.000215587,0.0007087583],"domain_scores_gemma":[0.99753654,0.0011852153,0.0005814644,0.00037551986,0.00026233195,0.000058949965],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0038466158,0.00043434268,0.00044733635,0.0002318098,0.00027598522,0.0010115295,0.0003453242,0.00044131943,0.0014817638],"category_scores_gemma":[0.0010328324,0.00047440117,0.00018526951,0.0003378214,0.0001496446,0.007001317,0.00008157105,0.00050426536,0.00236842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017621431,0.00018598209,0.73136383,0.0015387833,0.00016005381,0.000015433889,0.0012634548,0.10900606,0.00015749784,0.07086683,0.010816918,0.07444894],"study_design_scores_gemma":[0.00097152096,0.0000718474,0.4758646,0.0011948497,0.00015540737,0.00001803465,0.00042830137,0.17129335,0.00071104674,0.027007896,0.3215486,0.0007345653],"about_ca_topic_score_codex":0.004653372,"about_ca_topic_score_gemma":0.0023894603,"teacher_disagreement_score":0.31073168,"about_ca_system_score_codex":0.00052112114,"about_ca_system_score_gemma":0.00018818247,"threshold_uncertainty_score":0.99977076},"labels":[],"label_agreement":null},{"id":"W2950403935","doi":"10.1108/jhtt-08-2018-0075","title":"Progress on Airbnb: a literature review","year":2019,"lang":"en","type":"review","venue":"Journal of Hospitality and Tourism Technology","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":302,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Extant taxon; Tourism; Originality; Destinations; Marketing; Hospitality industry; Business; Thematic analysis; Sociology; Geography; Qualitative research; Social science","score_opus":0.02410937101571821,"score_gpt":0.2826480344570186,"score_spread":0.2585386634413004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950403935","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012853713,0.9950811,0.000002458157,0.0018342688,0.00076072937,0.00052412326,0.0000072468565,0.000057235484,0.0016042595],"genre_scores_gemma":[0.000057722093,0.9977149,0.00007094236,0.0008085913,0.0011281392,0.000017069495,0.00002058135,0.000031754982,0.00015032342],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832815,0.000011226412,0.0009216469,0.00029563243,0.00017674685,0.000266611],"domain_scores_gemma":[0.99742556,0.000048421953,0.0019271892,0.0004038515,0.00017704575,0.000017935025],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006660553,0.00039347715,0.0019883518,0.0008993409,0.000075763426,0.00021075144,0.0005882789,0.00069636485,0.000043824963],"category_scores_gemma":[0.00015638598,0.000259253,0.00049294875,0.00068898825,0.00010422138,0.0006820152,0.00021370742,0.001308306,0.00010860217],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058186947,0.00006567619,0.000107535205,0.07612919,0.00016535385,0.00025625393,0.0000027841306,2.798067e-8,2.5060434e-9,0.0105481455,0.009874653,0.90284455],"study_design_scores_gemma":[0.00016130494,0.000095881645,0.000017052564,0.11701275,0.0006912337,0.0003216134,0.000007831161,7.4801386e-7,6.4117046e-8,0.0063547445,0.87508035,0.00025642532],"about_ca_topic_score_codex":0.0000016052495,"about_ca_topic_score_gemma":4.777145e-7,"teacher_disagreement_score":0.9025881,"about_ca_system_score_codex":0.00003513818,"about_ca_system_score_gemma":0.000057054986,"threshold_uncertainty_score":0.999986},"labels":[],"label_agreement":null},{"id":"W2953447792","doi":"10.1007/s10551-019-04212-w","title":"Sharing Economy, Sharing Responsibility? Corporate Social Responsibility in the Digital Age","year":2019,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":147,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Norges Forskningsråd; European Commission","keywords":"Business ethics; Sharing economy; Corporate social responsibility; Scholarship; Social responsibility; Digital economy; Democracy; Public relations; Business; Political science; Law","score_opus":0.12277745741538632,"score_gpt":0.28361875692718996,"score_spread":0.16084129951180365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953447792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701459,0.000038206825,0.00008243982,0.004476938,0.00068005064,0.00024206442,0.0000031334976,0.000026947804,0.024304314],"genre_scores_gemma":[0.9961108,0.0000061729147,0.0000438768,0.0023702134,0.0011735907,0.0000029609464,0.0000123421505,0.000025727739,0.00025429277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978909,0.000032555385,0.0009884954,0.00036343432,0.00036572662,0.00035891662],"domain_scores_gemma":[0.9969523,0.0006675997,0.001315058,0.00047078007,0.00057672925,0.00001754656],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008607367,0.00023672846,0.0004772428,0.00048751713,0.00024543024,0.0017166177,0.0010758099,0.00028286592,0.0001402249],"category_scores_gemma":[0.0019754637,0.00017531584,0.0001867012,0.00089441106,0.000120851415,0.004060676,0.00039003626,0.0016394556,0.00014644717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019392184,0.00029150423,0.8851066,0.0009587819,0.000077758436,0.0003568685,0.0022784946,0.0015180731,0.000117741925,0.10406149,0.0004862521,0.002807188],"study_design_scores_gemma":[0.0014184228,0.000024687359,0.70532376,0.00028968792,0.000038158865,0.000065829925,0.0010735817,0.0018608306,0.000010697262,0.26086736,0.028609885,0.00041709788],"about_ca_topic_score_codex":0.00010469069,"about_ca_topic_score_gemma":0.00016048149,"teacher_disagreement_score":0.17978287,"about_ca_system_score_codex":0.00011649534,"about_ca_system_score_gemma":0.00021525548,"threshold_uncertainty_score":0.9993197},"labels":[],"label_agreement":null},{"id":"W2956157517","doi":"10.1080/14649357.2019.1629197","title":"Gigs, Side Hustles, Freelance: What Work Means in the Platform Economy City/ Blight or Remedy: Understanding Ridehailing’s Role in the Precarious “Gig Economy”/ Labour, Gender and Making Rent with Airbnb/ The Gentrification of ‘Sharing’: From Bandit Cab to Ride Share Tech/ The ‘Sharing Economy’? Precarious Labor in Neoliberal Cities/ Where Is Economic Development in the Platform City?/ Shared Economy: WeWork or We Work Together","year":2019,"lang":"en","type":"article","venue":"Planning Theory & Practice","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Gig economy; BATES; Work (physics); Farm workers; State (computer science); Precarious work; Economy; Sociology; Labour economics; Political science; Economics; Precarity; Law; Agriculture; Engineering; History; Archaeology","score_opus":0.05787957851454964,"score_gpt":0.26203209827995444,"score_spread":0.2041525197654048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956157517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96308327,0.0030835068,0.0001742534,0.0073954454,0.00033280684,0.0036564262,0.000035980647,0.00007336437,0.02216493],"genre_scores_gemma":[0.9893092,0.00013902587,0.00029634408,0.008694727,0.00044748175,0.00067132205,0.00009658175,0.00008223819,0.0002630958],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9961543,0.00016261794,0.0013727611,0.0011233537,0.00023197281,0.0009549752],"domain_scores_gemma":[0.99285316,0.004450048,0.0012546694,0.001329205,0.00007187198,0.000041044004],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0066717207,0.00069050444,0.00072978134,0.00054388994,0.00060815766,0.0032888546,0.002363183,0.00029711757,0.0005938685],"category_scores_gemma":[0.0002685837,0.00037882366,0.000104783016,0.0009365612,0.00013461006,0.0056995517,0.0005291912,0.0015234018,0.000065822926],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007124092,0.00023288248,0.64743066,0.0004061638,0.0006053609,0.00010889112,0.26084828,0.023169942,0.0000019007617,0.054936316,0.0013534126,0.003782136],"study_design_scores_gemma":[0.0050183292,0.00012135021,0.12081557,0.0052592033,0.00035906612,0.000103661194,0.37139818,0.005660039,0.000055857672,0.14442019,0.3446903,0.0020982807],"about_ca_topic_score_codex":0.0018047873,"about_ca_topic_score_gemma":0.012658684,"teacher_disagreement_score":0.5266151,"about_ca_system_score_codex":0.00091272197,"about_ca_system_score_gemma":0.00034146893,"threshold_uncertainty_score":0.99986637},"labels":[],"label_agreement":null},{"id":"W2959011052","doi":"10.6000/1929-7092.2019.08.33","title":"Sharing Economy as Innovative Paradigm Towards Sustainable Development: A Conceptual Review","year":2019,"lang":"en","type":"review","venue":"Journal of Reviews on Global Economics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Paradigm shift; Conceptual framework; Business; Economics; Economic system; Political science; Sociology; Social science; Epistemology","score_opus":0.08941516175889856,"score_gpt":0.31753226603154716,"score_spread":0.22811710427264859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959011052","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025949636,0.90600604,0.000015026418,0.00016910593,0.0008515937,0.0017387042,0.000009970966,0.000021278465,0.09116233],"genre_scores_gemma":[0.000004517667,0.99057335,0.00015551796,0.006759645,0.0014629732,0.00006814249,0.000104939194,0.00006203018,0.0008088612],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994558,0.000031451433,0.0039581712,0.00064287847,0.00012794537,0.0006815558],"domain_scores_gemma":[0.99070203,0.00008504839,0.008126106,0.00064497016,0.00036832012,0.000073508025],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003053086,0.0009291881,0.00547542,0.00046299005,0.00015348264,0.00063414365,0.0016481358,0.00034219242,0.0006964987],"category_scores_gemma":[0.0004725443,0.00072189904,0.0012355171,0.00083959074,0.00007351848,0.002646852,0.000506216,0.0008357273,0.0046431087],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016393691,0.000046728674,0.000029607254,0.06590039,0.00038204345,0.000036384452,0.000011377309,0.0000061344176,1.9130349e-10,0.21155785,0.01415231,0.70786077],"study_design_scores_gemma":[0.00034071977,0.000041748768,0.0000036248184,0.06075448,0.0006760733,0.00013228878,0.00003248732,0.00000422581,3.3042024e-8,0.0034371759,0.93387544,0.0007017139],"about_ca_topic_score_codex":0.000028208762,"about_ca_topic_score_gemma":0.0000054078464,"teacher_disagreement_score":0.9197231,"about_ca_system_score_codex":0.0014402372,"about_ca_system_score_gemma":0.0015011991,"threshold_uncertainty_score":0.9995232},"labels":[],"label_agreement":null},{"id":"W2961232924","doi":"10.1287/msom.2019.0803","title":"Operations Management in the Age of the Sharing Economy: What Is Old and What Is New?","year":2019,"lang":"en","type":"article","venue":"Manufacturing & Service Operations Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":313,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sharing economy; Context (archaeology); Service economy; Business model; Work (physics); Computer science; Service (business); Business; Service provider; Industrial organization; Knowledge management; Economy; Marketing; Economics; Engineering","score_opus":0.016314071268303174,"score_gpt":0.21365266625117413,"score_spread":0.19733859498287096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2961232924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461613,0.00032663404,0.00012021734,0.021268789,0.00070093264,0.0022155896,0.0000021996793,0.000057346995,0.029146936],"genre_scores_gemma":[0.934005,0.00086640933,0.0004144507,0.05728103,0.00022589833,0.00016766865,0.000065634806,0.00003909833,0.0069347606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834615,0.000011788194,0.00049627444,0.00057662,0.00021946109,0.00034968104],"domain_scores_gemma":[0.99876934,0.000023997867,0.000098785735,0.0010527242,0.00003804576,0.000017100301],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00046786517,0.0003011902,0.00024623625,0.00030114286,0.00043212555,0.0059159403,0.0010400696,0.00006526077,0.0007515716],"category_scores_gemma":[0.000001551216,0.00021529212,0.000092915434,0.0003825302,0.000026430613,0.008686476,0.0010458166,0.0002060882,0.0003858858],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121897676,0.00091825787,0.025609057,0.006859289,0.001723384,0.00008092989,0.027354268,0.24129337,0.00007792471,0.46303454,0.005710404,0.22721668],"study_design_scores_gemma":[0.004585273,0.000038706574,0.2232983,0.0022119533,0.00070069043,0.000010757681,0.08491873,0.08049038,0.0015510027,0.021033382,0.57927155,0.0018892922],"about_ca_topic_score_codex":0.0021572392,"about_ca_topic_score_gemma":0.0029420773,"teacher_disagreement_score":0.57356113,"about_ca_system_score_codex":0.000062969455,"about_ca_system_score_gemma":0.000009893456,"threshold_uncertainty_score":0.995116},"labels":[],"label_agreement":null},{"id":"W2963037058","doi":"10.25145/j.pasos.2019.17.050","title":"A acessibilidade no etourism: um estudo na ótica das pessoas portadoras de necessidades especiais","year":2019,"lang":"pt","type":"article","venue":"PASOS Revista de Turismo y Patrimonio Cultural","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.014944988854028955,"score_gpt":0.259574091905987,"score_spread":0.24462910305195806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963037058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96355045,0.006231792,0.000089970454,0.0014307956,0.0018702395,0.0015369533,0.0000702831,0.00045139945,0.024768095],"genre_scores_gemma":[0.9689418,0.0005250778,0.00048330496,0.002437963,0.0051244767,0.000089285546,0.00040555478,0.00017647762,0.021816054],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936807,0.000116329276,0.0016038963,0.0016397143,0.0007689395,0.0021904095],"domain_scores_gemma":[0.99590516,0.00028757105,0.001606711,0.0013552859,0.00057766575,0.00026758105],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001574225,0.0013540953,0.001567243,0.00044794404,0.000783466,0.0061126966,0.0016791708,0.0008675752,0.0064956197],"category_scores_gemma":[0.00062356226,0.0011374067,0.00086252793,0.0011680478,0.00019073719,0.004029569,0.00080377905,0.0016724846,0.009607234],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004318994,0.0004713554,0.8786339,0.004129191,0.0006592115,0.00043219162,0.0023019968,0.00014333603,0.00070939265,0.0026013993,0.10227484,0.007211281],"study_design_scores_gemma":[0.004047201,0.00016704552,0.31980327,0.0024149003,0.0014867106,0.00013098682,0.00521217,0.0071978634,0.00042951014,0.0008252186,0.65456414,0.0037209832],"about_ca_topic_score_codex":0.0014844993,"about_ca_topic_score_gemma":0.000050793264,"teacher_disagreement_score":0.5588306,"about_ca_system_score_codex":0.00050612167,"about_ca_system_score_gemma":0.00034280066,"threshold_uncertainty_score":0.999921},"labels":[],"label_agreement":null},{"id":"W2963717172","doi":"10.17742/image.cr.10.1.8","title":"Digital Nomads and Settler Desires: Racial Fantasies of Silicon Valley Imperialism","year":2019,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Silicon valley; History; Sociology; Gender studies; Political science; Law","score_opus":0.02642999606756266,"score_gpt":0.3289562636659963,"score_spread":0.3025262675984336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963717172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707082,0.001165787,0.00001630912,0.0009950746,0.0006356696,0.00011928997,0.000020128888,0.000018005792,0.026321538],"genre_scores_gemma":[0.9984726,0.00012468889,0.00022336651,0.00013668223,0.00058949995,0.0000024485446,0.000010279337,0.000011023393,0.00042942722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900985,0.0000038500357,0.0004951238,0.00013525206,0.00018117271,0.00017476964],"domain_scores_gemma":[0.9956946,0.00009637831,0.000553467,0.00009434644,0.0035477271,0.000013522246],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00024646908,0.00017139471,0.00036752425,0.00018762342,0.0002079197,0.0024824515,0.0001809083,0.000034777735,0.000085820626],"category_scores_gemma":[0.0007907806,0.00011858234,0.00013061894,0.00015666246,0.0009808042,0.024741879,0.00015690371,0.0001321331,0.000041599986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064191036,0.0003633384,0.77074426,0.0015438012,0.0019664478,0.00008370285,0.0068809353,0.00011695844,0.03532501,0.11795427,0.0128274625,0.05155187],"study_design_scores_gemma":[0.009004654,0.00023737646,0.70308983,0.00072246586,0.0005725989,0.00038011407,0.013946764,0.000500029,0.007883126,0.09127983,0.17086382,0.0015194024],"about_ca_topic_score_codex":0.000014317387,"about_ca_topic_score_gemma":0.0000051491793,"teacher_disagreement_score":0.15803635,"about_ca_system_score_codex":0.000026874326,"about_ca_system_score_gemma":0.000018718467,"threshold_uncertainty_score":0.99855304},"labels":[],"label_agreement":null},{"id":"W2969255135","doi":"10.1108/ijchm-01-2019-0090","title":"Barcelona’s peer-to-peer tourist accommodation market in turbulent times","year":2019,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Accommodation; Quarter (Canadian coin); Economics; Revenue; Terrorism; Originality; Panel data; Value (mathematics); Listing (finance); Peer group; Demographic economics; Advertising; Business; Econometrics; Political science; Geography; Psychology; Finance; Statistics","score_opus":0.014645926202762404,"score_gpt":0.24403538504517477,"score_spread":0.22938945884241238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969255135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6593823,0.000062786254,0.00035530434,0.030347278,0.002366859,0.0004862723,0.000006770462,0.000030571013,0.30696183],"genre_scores_gemma":[0.986201,0.000008617648,0.0003332098,0.003513977,0.00073544704,0.000009896406,0.00006117305,0.000018522098,0.009118149],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977147,0.000013835564,0.00080845115,0.00024302086,0.0010255463,0.00019446155],"domain_scores_gemma":[0.9984376,0.00004164923,0.00057111273,0.00022966292,0.00068957,0.000030398693],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017543568,0.0001935164,0.00028628297,0.00075914455,0.00003142325,0.0004695949,0.00088830775,0.000055289296,0.0014902228],"category_scores_gemma":[0.000086640845,0.00017866782,0.00015997868,0.00020167379,0.000017206925,0.0025599871,0.0003251775,0.0002011569,0.00042405864],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010156068,0.0006056545,0.56276906,0.00019512708,0.00070185325,0.0005912867,0.00026310535,0.0015984114,0.000011347203,0.05153691,0.36213422,0.01857743],"study_design_scores_gemma":[0.0016484661,0.00004339308,0.44169027,0.00024298303,0.000019489271,0.000008971901,0.00063677813,0.0013355969,0.000012976232,0.0106736235,0.5434062,0.00028130139],"about_ca_topic_score_codex":0.00028324287,"about_ca_topic_score_gemma":0.00002286198,"teacher_disagreement_score":0.3268187,"about_ca_system_score_codex":0.00016253124,"about_ca_system_score_gemma":0.00003845085,"threshold_uncertainty_score":0.99942255},"labels":[],"label_agreement":null},{"id":"W2969572509","doi":"","title":"GEOGRAPHICAL DISTRIBUTION OF MODERN AND POSTMODERN ACCOMMODATION SUPPLY: A CASE STUDY OF İZMİR (TURKEY)","year":2019,"lang":"en","type":"article","venue":"DergiPark (Istanbul University)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accommodation; Postmodernism; Distribution (mathematics); Tourism; Geography; Quarter (Canadian coin); Agricultural economics; Archaeology; Economics; Mathematics; Art; Psychology","score_opus":0.010535438544428824,"score_gpt":0.18210019514685621,"score_spread":0.1715647566024274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969572509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963899,0.000019386554,0.00043556766,0.000037403537,0.00006795278,0.0003203528,0.00002269213,0.000034402918,0.002672343],"genre_scores_gemma":[0.9997223,0.000005606658,0.000019696108,0.000018730021,0.000029664547,5.33115e-7,0.000094155796,0.000007984499,0.000101307494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992975,0.00000973263,0.00018867097,0.00024045471,0.000119549004,0.00014408394],"domain_scores_gemma":[0.9993539,0.00005255695,0.00022057552,0.00023427537,0.0001233988,0.000015322941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013822771,0.00012209639,0.0002232563,0.00029404942,0.00009776332,0.000046570603,0.00015129003,0.000075923264,0.000072044946],"category_scores_gemma":[0.000014742476,0.0001293264,0.00005527873,0.00042813967,0.000047089972,0.0009925384,0.0001739748,0.00010101237,0.0000071609384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005793519,0.0007111919,0.965468,0.00035300112,0.00018287169,0.00034399424,0.0009945979,0.0016175064,0.0001770039,0.025953183,0.00012047904,0.0034988294],"study_design_scores_gemma":[0.01817712,0.0007467824,0.66902304,0.00032512087,0.0013006511,0.00033530002,0.053836655,0.19636066,0.00018781959,0.016025826,0.04164564,0.0020354027],"about_ca_topic_score_codex":0.0025071015,"about_ca_topic_score_gemma":0.0005971584,"teacher_disagreement_score":0.29644498,"about_ca_system_score_codex":0.000022787026,"about_ca_system_score_gemma":0.000013488448,"threshold_uncertainty_score":0.5273778},"labels":[],"label_agreement":null},{"id":"W2973564568","doi":"10.1080/10696679.2019.1644958","title":"I Can Forgive You, But I Can’t Forgive the Firm: An Examination of Service Failures in the Sharing Economy","year":2019,"lang":"en","type":"article","venue":"The Journal of Marketing Theory and Practice","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Forgiveness; Attribution; Empathy; Business; Service (business); Service provider; Compensation (psychology); Principal–agent problem; Social psychology; Psychology; Marketing; Finance","score_opus":0.01823516752122746,"score_gpt":0.2367607873463714,"score_spread":0.21852561982514396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973564568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96123224,0.00018879982,0.000019577634,0.009309595,0.00014015457,0.00024099243,0.0000018518962,0.0000059494137,0.028860854],"genre_scores_gemma":[0.99506855,0.00005022968,0.000033506938,0.004342732,0.00036875875,0.0000030723843,0.0000029057503,0.000011957488,0.00011829501],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978836,0.0012730719,0.00039996396,0.000117604424,0.00014653575,0.00017923469],"domain_scores_gemma":[0.98215234,0.016235206,0.0011279976,0.00027203292,0.00020190944,0.000010488403],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07039827,0.00013098949,0.00017976947,0.00010932009,0.00025947767,0.00025634942,0.00065936084,0.000051713676,0.00012778759],"category_scores_gemma":[0.0040201135,0.000067805835,0.00004467646,0.00019519053,0.000049337777,0.0022294472,0.00014464004,0.00043080907,0.0000057726043],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.113952085,0.0010478337,0.11064037,0.003979229,0.0019371875,0.000113318696,0.15189782,0.008308217,0.0018074118,0.46992,0.0022158192,0.13418068],"study_design_scores_gemma":[0.003044454,0.00023483705,0.47375533,0.0008461923,0.0010900106,0.000844804,0.33197042,0.0070867175,0.0002000233,0.11365756,0.066568404,0.00070123334],"about_ca_topic_score_codex":0.00067537714,"about_ca_topic_score_gemma":0.00047145245,"teacher_disagreement_score":0.36311495,"about_ca_system_score_codex":0.000020577214,"about_ca_system_score_gemma":0.00002983295,"threshold_uncertainty_score":0.9572206},"labels":[],"label_agreement":null},{"id":"W2980144955","doi":"10.1108/ijtc-06-2019-0090","title":"The phenomena of overtourism: a review","year":2019,"lang":"en","type":"review","venue":"International Journal of Tourism Cities","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":370,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Acknowledgement; Tourism; Originality; Government (linguistics); Political science; Action (physics); Business; Environmental planning; Geography; Computer science; Law","score_opus":0.05311119475842918,"score_gpt":0.30075327618399744,"score_spread":0.24764208142556826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980144955","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006460152,0.9778917,0.000017952714,0.00057807623,0.0037182653,0.00019701681,0.000014014358,0.000007581165,0.017568944],"genre_scores_gemma":[0.000017763212,0.99139047,0.000023476163,0.0007006153,0.0058297645,0.0000068168956,0.000020413843,0.000026484457,0.0019841725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797136,0.0000143710195,0.0012902389,0.00011853092,0.00044695896,0.0001585351],"domain_scores_gemma":[0.99553823,0.0003573141,0.00333502,0.00021669467,0.0005421087,0.000010608129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008872236,0.0002436029,0.0011056245,0.0003565806,0.000057623463,0.00026683978,0.0014647173,0.000094610405,0.0003712114],"category_scores_gemma":[0.0002461958,0.0001417993,0.0008633322,0.00012260146,0.000062228166,0.00080956693,0.00023198756,0.00039630162,0.00013813957],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014491487,0.000021038995,0.000008922096,0.01601766,0.00078708015,0.000043430453,0.0000095883415,0.0000022125676,1.8230232e-8,0.0072944136,0.09147391,0.88432723],"study_design_scores_gemma":[0.0001357619,0.000008906986,0.000004825634,0.039978202,0.0005099619,0.00007288847,0.000024992894,0.0000073449432,1.1827937e-7,0.003232423,0.9558812,0.000143391],"about_ca_topic_score_codex":0.000049959937,"about_ca_topic_score_gemma":0.0000037407635,"teacher_disagreement_score":0.8841838,"about_ca_system_score_codex":0.00007129264,"about_ca_system_score_gemma":0.00015317053,"threshold_uncertainty_score":0.57824075},"labels":[],"label_agreement":null},{"id":"W2986661576","doi":"10.1002/cjas.1554","title":"Exploring consumer attitudes to online collaborative consumption: A typology of collaborative consumer profiles","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharing economy; Typology; Consumption (sociology); Skepticism; The Internet; Social media; Consumer behaviour; Computer science; Business; Marketing; World Wide Web; Sociology","score_opus":0.1917454102651298,"score_gpt":0.3270922936654698,"score_spread":0.13534688340034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986661576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990299,0.00030389038,0.000060016155,0.00092307414,0.0008987973,0.00047950607,0.00015218976,0.0000107869055,0.006872758],"genre_scores_gemma":[0.9946265,0.000037394373,0.0044720494,0.00046837475,0.0002538735,0.00001907867,0.000014591335,0.000011063131,0.00009706851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977522,0.000057643192,0.00079377525,0.00045840823,0.00021326939,0.0007246953],"domain_scores_gemma":[0.9970579,0.00028237555,0.0009430451,0.00017567795,0.0011923574,0.0003486529],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001720649,0.0002722794,0.000498069,0.001031385,0.00079853734,0.0005077861,0.00076164503,0.00009503221,0.0005819005],"category_scores_gemma":[0.000908292,0.0002480509,0.00008907747,0.0022518195,0.003130246,0.0030968408,0.000034024495,0.0002271591,0.00005584753],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022999528,0.00012066902,0.8273282,0.00040024685,0.00013037128,0.00021008898,0.008715167,0.001359416,0.0016600164,0.15723793,0.00061030005,0.0019976003],"study_design_scores_gemma":[0.0032151127,0.0129318675,0.6996352,0.0035047692,0.00039797314,0.0016599983,0.18299727,0.0027447694,0.012514363,0.024295676,0.05299371,0.003109267],"about_ca_topic_score_codex":0.004783316,"about_ca_topic_score_gemma":0.3574246,"teacher_disagreement_score":0.35264125,"about_ca_system_score_codex":0.0003338796,"about_ca_system_score_gemma":0.0060899216,"threshold_uncertainty_score":0.9999972},"labels":[],"label_agreement":null},{"id":"W2987293383","doi":"","title":"US: The US Supreme Court rules that mobile Apps users are direct buyers and have standing to sue the platform that distributes them (Apple / Pepper)","year":2019,"lang":"en","type":"article","venue":"Concurrences Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Supreme court; Pepper; Advertising; Quarter (Canadian coin); Business; Mobile apps; Law; Political science; Computer science; History; Computer security; World Wide Web","score_opus":0.05607576218789478,"score_gpt":0.2546043139325502,"score_spread":0.1985285517446554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987293383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9048055,0.076520815,0.000039418086,0.0022489645,0.0010114776,0.00288902,0.0002229613,0.00013079858,0.012131088],"genre_scores_gemma":[0.9749774,0.02159647,0.000010147206,0.0025365073,0.0002657307,0.00021067938,0.00013616456,0.000020796035,0.00024615822],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858856,0.000014690095,0.00030339396,0.0004132989,0.00027082415,0.00040922067],"domain_scores_gemma":[0.9987265,0.000371946,0.00035392566,0.00045080722,0.00006371361,0.000033113603],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010018867,0.00031255293,0.00050849357,0.00004480778,0.00042491595,0.00073730346,0.00069722184,0.00005928229,0.00092407566],"category_scores_gemma":[0.00010733144,0.00016175625,0.00014605573,0.00022031555,0.00012779665,0.001144574,0.0003179713,0.00021857502,0.0005550926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018437651,0.000021474636,0.9191231,0.0027464782,0.000107877386,0.0000033374315,0.00028985104,0.000033671487,0.0000021262008,0.002714022,0.030822355,0.04411728],"study_design_scores_gemma":[0.00019866027,0.000013034641,0.01563687,0.0030555911,0.00012666083,0.0000058640403,0.0021443916,0.00045372001,0.000017672308,0.00037415,0.97761905,0.00035431905],"about_ca_topic_score_codex":0.00025068686,"about_ca_topic_score_gemma":0.00020843594,"teacher_disagreement_score":0.9467967,"about_ca_system_score_codex":0.000037018803,"about_ca_system_score_gemma":0.000022910155,"threshold_uncertainty_score":0.9999892},"labels":[],"label_agreement":null},{"id":"W2989661412","doi":"10.1016/j.techfore.2019.119786","title":"Consumers’ value co-creation in sharing economy: The role of social support, consumers’ ethical perceptions and relationship quality","year":2019,"lang":"en","type":"article","venue":"Technological Forecasting and Social Change","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":235,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"Birkbeck, University of London; Oulun Yliopisto; Swansea University","keywords":"Sharing economy; Value (mathematics); Mainstream; Structural equation modeling; Perception; Co-creation; Marketing; Business; Quality (philosophy); Consumer behaviour; Empirical research; Psychology; Political science","score_opus":0.10475125035292432,"score_gpt":0.309832590729876,"score_spread":0.2050813403769517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989661412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819359,0.000038063965,0.0000113649085,0.0019430191,0.000029840809,0.0002903341,0.00000839233,0.00010042244,0.015642636],"genre_scores_gemma":[0.9992929,0.000005143218,0.000028008733,0.0004444811,0.000105226674,0.000037669117,0.0000432771,0.000008274396,0.00003498973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916214,0.000018401284,0.00029387278,0.00024453062,0.00006721594,0.0002138414],"domain_scores_gemma":[0.99943846,0.00024043026,0.00020116803,0.000078419325,0.000033610937,0.000007931557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010797456,0.00012160958,0.0002480273,0.00013519354,0.0004334596,0.0001002399,0.00012653449,0.00042420244,0.00016010812],"category_scores_gemma":[0.000192857,0.000097416356,0.00005112474,0.00017717737,0.00037528828,0.00031334086,0.00015129289,0.0005394293,0.000024429928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015029642,0.000013197958,0.60028183,0.0000574506,0.000007463933,3.814211e-7,0.0014520761,2.5222255e-7,0.000018791168,0.3868078,0.0000076141064,0.011338136],"study_design_scores_gemma":[0.00060895074,0.000019918034,0.82556987,0.00003469861,0.00003589782,0.0000036725985,0.009997968,0.0037369807,0.00001105659,0.1546626,0.0050608753,0.000257499],"about_ca_topic_score_codex":0.0005877476,"about_ca_topic_score_gemma":0.00017394527,"teacher_disagreement_score":0.2321452,"about_ca_system_score_codex":0.000028361612,"about_ca_system_score_gemma":0.000008341457,"threshold_uncertainty_score":0.39725238},"labels":[],"label_agreement":null},{"id":"W2990022547","doi":"10.1016/j.buildenv.2019.106555","title":"Listen to the guests: Text-mining Airbnb reviews to explore indoor environmental quality","year":2019,"lang":"en","type":"article","venue":"Building and Environment","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"Ontario Ministry of Research, Innovation and Science","keywords":"Occupancy; Environmental quality; Post-occupancy evaluation; Quality (philosophy); Quarter (Canadian coin); Set (abstract data type); Computer science; Architectural engineering; Geography; Engineering; Political science","score_opus":0.053299386581507374,"score_gpt":0.24934888394822272,"score_spread":0.19604949736671534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990022547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99347746,0.00038970888,0.00024351885,0.0021430473,0.00026607173,0.00066680956,0.0000036782496,0.000038597518,0.0027711256],"genre_scores_gemma":[0.99084663,0.00016946925,0.0008646152,0.006339835,0.0005977814,0.00010701417,0.000016714217,0.00002552365,0.0010324366],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987069,0.00001194612,0.0003406351,0.00044805655,0.0001758552,0.0003166388],"domain_scores_gemma":[0.9993519,0.000047458623,0.00013201471,0.00042218837,0.0000017080675,0.000044699987],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083770073,0.00021713568,0.00026266527,0.000082781335,0.00021853366,0.00019854782,0.00027800797,0.00005352856,0.00064861606],"category_scores_gemma":[0.000037001846,0.00015506877,0.0000717124,0.00008036314,0.000025155541,0.00040120157,0.00049499294,0.00011680461,0.0038331847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013984284,0.00018465181,0.63743985,0.0003080451,0.00008022587,0.0000067237083,0.002561073,0.00241998,0.0042422405,0.0029335616,0.018179366,0.33150446],"study_design_scores_gemma":[0.00022987857,0.000024161132,0.13957001,0.00008490967,0.000020132187,0.0000019197798,0.0009150066,0.0001886372,0.00006274741,0.00015648826,0.8584605,0.00028563655],"about_ca_topic_score_codex":0.00010472977,"about_ca_topic_score_gemma":0.00000782319,"teacher_disagreement_score":0.8402811,"about_ca_system_score_codex":0.000068962094,"about_ca_system_score_gemma":0.0000021674184,"threshold_uncertainty_score":0.99694246},"labels":[],"label_agreement":null},{"id":"W2995052175","doi":"10.34989/san-2019-31","title":"2018 Merchant Acceptance Survey","year":2021,"lang":"en","type":"article","venue":"Staff Analytical Notes","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Payment; Cash; Business; Commerce; Finance","score_opus":0.06498247990352092,"score_gpt":0.2699872312735379,"score_spread":0.205004751370017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995052175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9588164,0.00017575461,0.0034342892,0.00091728027,0.0006823089,0.00009679812,0.000029216277,0.00013498029,0.035712987],"genre_scores_gemma":[0.9973455,0.000012404161,0.0002985328,0.00087478437,0.00066284375,0.0000017806385,0.00008329243,0.000015768192,0.00070510386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999065,0.0000068248546,0.00020611765,0.00028795045,0.00013825561,0.00029584824],"domain_scores_gemma":[0.99932176,0.00020040752,0.000062132036,0.0002555737,0.00013874317,0.000021374008],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032031498,0.00013079021,0.00020924614,0.00007454916,0.00011009023,0.00027008983,0.00017175215,0.000067621724,0.0027573116],"category_scores_gemma":[0.000788208,0.00011417413,0.00008703386,0.00043151827,0.00005413142,0.000643385,0.00016022898,0.00012202758,0.001082418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014387521,0.0006125729,0.75163996,0.00026861703,0.0003394414,0.00023529574,0.00004127109,0.0005847094,0.00030862764,0.20785268,0.01684972,0.021123245],"study_design_scores_gemma":[0.0012779812,0.000039270915,0.4562631,0.00011125824,0.00028177683,0.000015788539,0.0002935584,0.249762,0.0009862588,0.052850354,0.23655806,0.0015606032],"about_ca_topic_score_codex":0.0008737299,"about_ca_topic_score_gemma":0.0011839239,"teacher_disagreement_score":0.29537687,"about_ca_system_score_codex":0.000020505933,"about_ca_system_score_gemma":0.00003539193,"threshold_uncertainty_score":0.99969536},"labels":[],"label_agreement":null},{"id":"W3003004195","doi":"10.1111/josp.12330","title":"A Liberal Egalitarian Perspective on the Platform Economy: Mitigating its Distributive Effects or Changing the Organizations Running it?","year":2020,"lang":"en","type":"article","venue":"Journal of Social Philosophy","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Scholarship; Perspective (graphical); Sociology; Distributive property; Management; Social science; Political science; Law; Art; Visual arts; Economics","score_opus":0.03709457240540403,"score_gpt":0.24579112446709028,"score_spread":0.20869655206168625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003004195","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3941343,0.000096890486,0.0003237913,0.44157684,0.00092270656,0.00080550957,0.000020560057,0.000098875076,0.1620205],"genre_scores_gemma":[0.97015893,0.0000016408488,0.0000150012875,0.020157812,0.009601301,0.0000058492883,0.000006350234,0.00002390074,0.000029223682],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991113,0.000010902998,0.00033100077,0.0001397836,0.00015875496,0.00024829194],"domain_scores_gemma":[0.9986691,0.0002904437,0.00060766586,0.00006873362,0.00033907575,0.000024986657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004217637,0.00017288404,0.00024801504,0.00009838233,0.001211609,0.00044054168,0.00034353184,0.00006585549,0.00018682398],"category_scores_gemma":[0.00076885533,0.00009721554,0.00015705261,0.0007201406,0.00006086454,0.001319694,0.00012596977,0.00050975307,0.000089404144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016042466,0.000038722756,0.0006279276,0.00007684252,0.00026433443,0.000030742045,0.013745814,0.00010276514,0.000022344484,0.9812935,0.0034697426,0.00016684923],"study_design_scores_gemma":[0.0042067827,0.00045316055,0.008641509,0.0009820425,0.00076293346,0.00004475033,0.09511328,0.0073745186,0.00073563703,0.84839594,0.03197264,0.0013167836],"about_ca_topic_score_codex":0.000008877295,"about_ca_topic_score_gemma":0.0000043809046,"teacher_disagreement_score":0.5760246,"about_ca_system_score_codex":0.00013185081,"about_ca_system_score_gemma":0.000075476695,"threshold_uncertainty_score":0.93188393},"labels":[],"label_agreement":null},{"id":"W3003680104","doi":"10.5539/ibr.v13n3p1","title":"Perspectives of the App Economy: Tenets of the Innovative Phenomenon","year":2020,"lang":"en","type":"article","venue":"International Business Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Order (exchange); Transaction cost; Field (mathematics); Database transaction; Phenomenon; Perspective (graphical); Interpretation (philosophy); Economics; Marketing; Sociology; Knowledge management; Business; Computer science; Epistemology; Microeconomics; Artificial intelligence","score_opus":0.07709216440541156,"score_gpt":0.3078657834807625,"score_spread":0.23077361907535093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003680104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7983637,0.000055221488,0.000070556685,0.027698921,0.00034555103,0.00030224718,0.000012831571,0.000016054664,0.17313495],"genre_scores_gemma":[0.9984819,0.000004956721,0.000016670165,0.0005338521,0.0006231475,0.0000137256,0.000005752488,0.000009372071,0.00031061433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991237,0.00001126653,0.00022734136,0.00017726184,0.000323094,0.00013734707],"domain_scores_gemma":[0.997721,0.00009533502,0.0001966386,0.00018773945,0.0017935192,0.0000057530397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038552773,0.00007657366,0.00011606842,0.00014881366,0.00011226419,0.000095997515,0.0009964264,0.00003350808,0.0006170517],"category_scores_gemma":[0.00071676355,0.00004525406,0.000050843373,0.0014162455,0.00024050422,0.00057171274,0.0007067413,0.00020850408,0.00004871511],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037616945,0.00030044376,0.53344727,0.0005151762,0.00035743133,0.0000024304543,0.0031890145,0.0013799395,0.003779383,0.4387922,0.0092751,0.008585448],"study_design_scores_gemma":[0.0006606595,0.000009668583,0.8554513,0.0001376926,0.000008680281,0.0000010657675,0.0028508564,0.003343754,0.002283278,0.03177413,0.103319846,0.00015905601],"about_ca_topic_score_codex":0.00036915755,"about_ca_topic_score_gemma":0.000022431965,"teacher_disagreement_score":0.40701807,"about_ca_system_score_codex":0.000044447657,"about_ca_system_score_gemma":0.00009586051,"threshold_uncertainty_score":0.6756283},"labels":[],"label_agreement":null},{"id":"W3006870720","doi":"10.24043/isj.108","title":"Impacts of the peer-to-peer market on tourist accommodation on the Balearic Islands of Mallorca and Menorca","year":2020,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Balearic islands; Accommodation; Tourism; Economic geography; Business; Distribution (mathematics); Supply and demand; Maturity (psychological); Geography; Economics; Microeconomics; Political science; Cartography","score_opus":0.042721153464640414,"score_gpt":0.24933760217640882,"score_spread":0.2066164487117684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006870720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9256789,0.000111813446,0.000016559386,0.03630682,0.00032648907,0.00014935098,0.000010527832,0.0000071317486,0.0373924],"genre_scores_gemma":[0.99553066,0.00006263404,0.000010951001,0.003228488,0.00069739635,0.0000022225768,0.0000014228642,0.000007750125,0.00045845832],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991995,0.000013136855,0.00024649783,0.00010349633,0.00029719982,0.00014014337],"domain_scores_gemma":[0.9992122,0.00016589175,0.00027200018,0.00011850779,0.0002167699,0.000014645791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006871468,0.00011681324,0.00020659927,0.00006706147,0.0002908602,0.00013310029,0.00022358891,0.000029124047,0.00021056068],"category_scores_gemma":[0.00069477956,0.000055766508,0.00006724939,0.0001869042,0.000041945448,0.00023202415,0.00015814809,0.00021833934,0.000013178567],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077474705,0.00007139213,0.3041798,0.00020774922,0.00049009576,0.0000074884174,0.003626476,0.00028433366,0.000090075184,0.0027340758,0.6831407,0.004393077],"study_design_scores_gemma":[0.0018680183,0.0003352774,0.7804288,0.00047475024,0.00019735355,0.000019743758,0.0051988326,0.0017612492,0.00018573119,0.005733006,0.20345101,0.00034621815],"about_ca_topic_score_codex":0.000021997192,"about_ca_topic_score_gemma":0.00009318468,"teacher_disagreement_score":0.47968972,"about_ca_system_score_codex":0.000013027855,"about_ca_system_score_gemma":0.0000102800195,"threshold_uncertainty_score":0.23054919},"labels":[],"label_agreement":null},{"id":"W3007902803","doi":"10.1007/978-3-030-35032-1","title":"Analytics for the Sharing Economy: Mathematics, Engineering and Business Perspectives","year":2020,"lang":"en","type":"book","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ivey Foundation; Western University","funders":"","keywords":"Sharing economy; Analytics; Data science; Computer science; Knowledge management; Management science; Engineering; World Wide Web","score_opus":0.027790173795704014,"score_gpt":0.19756850425855652,"score_spread":0.1697783304628525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007902803","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008265909,0.0014377513,0.0227379,0.0025022076,0.00048542704,0.0011158718,0.000016286627,0.00035671724,0.9712652],"genre_scores_gemma":[0.00840549,0.0005663224,0.00646633,0.005151539,0.022112006,0.00029307368,0.00041900182,0.00054964185,0.95603657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990609,1.9670593e-7,0.00027742016,0.00038784015,0.000056992067,0.00021662604],"domain_scores_gemma":[0.99916786,0.00020922508,0.00021348915,0.0002640127,0.00013195242,0.000013474822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019127534,0.00030790668,0.00037677618,0.00015626277,0.00016725808,0.0008434209,0.0003669307,0.0001367776,0.00023943397],"category_scores_gemma":[0.0001382688,0.00022415808,0.00011477525,0.000092682414,0.00003740534,0.0006310404,0.00030799667,0.00020566724,0.00007368381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000089008145,0.000011160248,0.00009695138,0.0022077083,0.00031939006,0.0000024770302,0.00018847288,0.00083798607,3.575278e-7,0.9705454,0.024720823,0.0010603743],"study_design_scores_gemma":[0.00019468214,0.000002715397,0.00006920662,0.00012744726,0.00024525283,0.0000020974824,0.0003366669,0.25799102,5.864623e-7,0.05545673,0.68521476,0.0003588623],"about_ca_topic_score_codex":0.00002777658,"about_ca_topic_score_gemma":0.000024462322,"teacher_disagreement_score":0.91508865,"about_ca_system_score_codex":0.000057188896,"about_ca_system_score_gemma":0.000042660165,"threshold_uncertainty_score":0.9140901},"labels":[],"label_agreement":null},{"id":"W300886874","doi":"10.2139/ssrn.2570912","title":"The Perpetual Pursuit of Sharing and Caring: Thomas Kleven's Equitable Sharing as a Guide for Legal Actors Chasing Meaningful Democracy","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Democracy; Law and economics; Political science; Sociology; Public administration; Law; Politics","score_opus":0.02833464329622209,"score_gpt":0.2582291682301097,"score_spread":0.22989452493388762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W300886874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97950023,0.0018605479,0.002199182,0.0010004521,0.0006055535,0.0003030411,0.0000011433153,0.00006619668,0.014463625],"genre_scores_gemma":[0.9944152,0.0001718208,0.000105034494,0.0001490557,0.0014990036,0.000011099044,0.0000063765756,0.000050541617,0.00359187],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99667394,0.0000060273246,0.0005338857,0.00034500076,0.00032702304,0.002114099],"domain_scores_gemma":[0.9988543,0.00010491982,0.0005076314,0.00025323595,0.00022788848,0.000052039017],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0053026895,0.00025027548,0.00030748968,0.00020094265,0.001009969,0.0012991979,0.0008421837,0.00009144337,0.00001161597],"category_scores_gemma":[0.00064921816,0.00019225708,0.00014522162,0.00020497682,0.00006262587,0.002305239,0.00056916295,0.0008602053,0.00001173178],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030598234,0.00004067812,0.068291895,0.000080675585,0.0003152044,0.00000630035,0.00037721026,0.00026128517,0.0002689791,0.9105003,0.00051747845,0.019034002],"study_design_scores_gemma":[0.0023224968,0.00019725614,0.00087114197,0.00019080965,0.00022971246,0.00042273896,0.0107841855,0.0106693385,0.00017435753,0.8826233,0.09093644,0.00057822716],"about_ca_topic_score_codex":0.00088256766,"about_ca_topic_score_gemma":0.0012383943,"teacher_disagreement_score":0.09041896,"about_ca_system_score_codex":0.00038073672,"about_ca_system_score_gemma":0.00059707003,"threshold_uncertainty_score":0.99973756},"labels":[],"label_agreement":null},{"id":"W3010783039","doi":"10.1177/1096348020910211","title":"What Airbnb Host Listings Influence Peer-to-Peer Tourist Accommodation Price?","year":2020,"lang":"en","type":"article","venue":"Journal of Hospitality & Tourism Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accommodation; Renting; Tourism; Business; Listing (finance); Sharing economy; Peer-to-peer; Marketing; Pricing strategies; Econometrics; Economics; Computer science; Finance; Geography","score_opus":0.07642188386930271,"score_gpt":0.3333887671056542,"score_spread":0.2569668832363515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010783039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89785266,0.0001224902,0.0001298219,0.09712762,0.0005748297,0.0003145538,0.0000032159232,0.00004238088,0.0038324394],"genre_scores_gemma":[0.9898254,0.000040134935,0.00033859865,0.004143115,0.0045699957,0.000008803088,0.00001303619,0.000032786957,0.0010281154],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99620724,0.000038936098,0.00082474004,0.0003527161,0.0019566796,0.00061966263],"domain_scores_gemma":[0.9951896,0.00023401057,0.00056031963,0.0003297757,0.0035218159,0.00016447165],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0054801055,0.00022004507,0.00040250522,0.0004863987,0.00040190585,0.0028928749,0.0011383179,0.00014349377,0.00036774905],"category_scores_gemma":[0.004830177,0.00019140463,0.00018605673,0.0011200331,0.00009923573,0.008206198,0.00061719853,0.0011964228,0.0005989746],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010440634,0.0006656673,0.30559874,0.001056308,0.0003166152,0.000977165,0.0055331453,0.0014690714,0.0014035548,0.0058251265,0.64965016,0.0264604],"study_design_scores_gemma":[0.0013456024,0.00042126884,0.53513837,0.0005376851,0.00006052634,0.000025455709,0.0062509733,0.0013042848,0.00055007194,0.010411501,0.44326535,0.0006889095],"about_ca_topic_score_codex":0.00064151775,"about_ca_topic_score_gemma":0.000026752889,"teacher_disagreement_score":0.22953962,"about_ca_system_score_codex":0.00012861587,"about_ca_system_score_gemma":0.00013078323,"threshold_uncertainty_score":0.99814224},"labels":[],"label_agreement":null},{"id":"W3011603929","doi":"","title":"Single Family For Sale - 4508 Hazel Street- Burnaby- British Columbia V5H 0E4 - Price $619,000","year":2017,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Forestry; Geography","score_opus":0.03406713659309317,"score_gpt":0.21809628617093577,"score_spread":0.1840291495778426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011603929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7654693,0.000059794904,0.00057803607,0.00021971937,0.0008448116,0.00044747876,0.000032282467,0.00021235149,0.23213623],"genre_scores_gemma":[0.96638316,0.000011032058,0.0006921604,0.0019934624,0.0015720065,0.000051552484,0.000081693135,0.000042445,0.029172515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987113,0.0000014517776,0.00029669583,0.00039657755,0.00013644395,0.00045756102],"domain_scores_gemma":[0.9989314,0.00004800818,0.00032991884,0.0005285795,0.00013493845,0.000027170725],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030129912,0.00015206297,0.00025882552,0.00005262793,0.0011568896,0.006576767,0.0006541831,0.00012042828,0.0014047729],"category_scores_gemma":[0.00018267926,0.00020729343,0.00013053181,0.00006792984,0.00006778864,0.0029390797,0.00025791017,0.000111446316,0.00026008964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043164524,0.00033719523,0.4190049,0.0004061435,0.000121652156,0.00004102902,0.000024653938,0.000015482283,0.00030620236,0.004036211,0.48104313,0.094620265],"study_design_scores_gemma":[0.0011916982,0.000023880963,0.2701168,0.000093543276,0.000046001172,0.0000037751674,0.00015409687,0.0015631142,0.000030791383,0.007888067,0.71843493,0.00045328442],"about_ca_topic_score_codex":0.08372282,"about_ca_topic_score_gemma":0.08337181,"teacher_disagreement_score":0.23739183,"about_ca_system_score_codex":0.000030807976,"about_ca_system_score_gemma":0.000019969402,"threshold_uncertainty_score":0.9995081},"labels":[],"label_agreement":null},{"id":"W3012407414","doi":"10.1177/1467358420911987","title":"Greening the guest bedroom: Exploring hosts’ perspectives on environmental certification for Airbnb","year":2020,"lang":"en","type":"article","venue":"Tourism and Hospitality Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Certification; Sharing economy; Hospitality; Tourism; Hospitality industry; Business; Marketing; Accommodation; Exploratory research; Bedroom; Public relations; Economics; Sociology; Geography; Psychology; Management","score_opus":0.2287865840040805,"score_gpt":0.3078367751823058,"score_spread":0.07905019117822529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012407414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98321056,0.00023391764,0.00008304604,0.012014444,0.00010969084,0.0005063887,0.000009809591,0.000053148437,0.0037789713],"genre_scores_gemma":[0.99659294,0.000085591455,0.000031365562,0.0003959883,0.0025568758,0.00014096618,0.0000337477,0.000017079868,0.00014543957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989338,0.000012214601,0.00014980743,0.00036089538,0.00024251436,0.00030078625],"domain_scores_gemma":[0.9995277,0.00015122186,0.000053702664,0.00020095016,0.000037867056,0.00002858301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008328847,0.000111268986,0.000114209026,0.00007581092,0.00067946484,0.00039257048,0.00024633916,0.000044769848,0.00007975819],"category_scores_gemma":[0.00016452574,0.000083439925,0.000053147574,0.00014217268,0.00013819645,0.0008643482,0.00018558823,0.00026263832,0.00013532152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002000934,0.00097065844,0.4080095,0.0014893779,0.00041688138,0.000051589337,0.047590386,0.00010826869,0.0021615936,0.23915312,0.06768435,0.23036334],"study_design_scores_gemma":[0.0019232264,0.0004946387,0.6490147,0.00012374566,0.00006788077,0.0000021598623,0.08956117,0.013705133,0.0011986715,0.018665014,0.22432145,0.0009221851],"about_ca_topic_score_codex":0.00023852667,"about_ca_topic_score_gemma":0.000007006442,"teacher_disagreement_score":0.24100523,"about_ca_system_score_codex":0.000029355064,"about_ca_system_score_gemma":0.0000071125746,"threshold_uncertainty_score":0.5225963},"labels":[],"label_agreement":null},{"id":"W3014554074","doi":"","title":"Single Family For Sale - Delta, British Columbia, Canada V4C 5H1 - Price $699,000","year":2016,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.016117434286568155,"score_gpt":0.17292924206573387,"score_spread":0.15681180777916573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014554074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8829734,0.000062527855,0.0014773968,0.0004950342,0.000878748,0.00038876457,0.00007671661,0.00016825464,0.11347921],"genre_scores_gemma":[0.9559039,0.0000053041085,0.00033420787,0.006033793,0.0009678774,0.00004988995,0.000053664422,0.000032007218,0.03661936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989696,0.0000012271876,0.00023460574,0.00028582153,0.0001198695,0.0003888557],"domain_scores_gemma":[0.99947256,0.00009983004,0.00011133,0.0001855196,0.000108052154,0.0000227219],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001597227,0.00010317491,0.00016859273,0.000032843076,0.00023465183,0.0007985151,0.00023831495,0.000061925784,0.0024584096],"category_scores_gemma":[0.0000892187,0.00011399033,0.000056563407,0.00012417564,0.000023111304,0.001150005,0.00008226875,0.000040711024,0.00010545126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016138074,0.000061002982,0.091522336,0.00011644571,0.00004266897,0.000015185586,0.000004050659,0.0000023953871,0.00024663834,0.0011835546,0.8019349,0.104854666],"study_design_scores_gemma":[0.0006756279,0.000009376997,0.048705887,0.00005799615,0.00001734611,0.0000033272765,0.0000584518,0.00015820641,0.000035299076,0.0024044504,0.94759005,0.00028397734],"about_ca_topic_score_codex":0.96406657,"about_ca_topic_score_gemma":0.99072254,"teacher_disagreement_score":0.14565513,"about_ca_system_score_codex":0.000091172005,"about_ca_system_score_gemma":0.00008899279,"threshold_uncertainty_score":0.9984535},"labels":[],"label_agreement":null},{"id":"W3017235374","doi":"10.3233/ip-190203","title":"The politics of sharing: Sociotechnical imaginaries of digital platforms","year":2020,"lang":"en","type":"article","venue":"Information Polity","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociotechnical system; Grassroots; Sharing economy; Demise; Politics; Corporate governance; Consumption (sociology); Political economy; Sociology; Economic system; Political science; Economics; Social science; Law; Management","score_opus":0.027577607325194566,"score_gpt":0.2240466645147184,"score_spread":0.19646905718952384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017235374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9226086,0.000018138751,0.0014766537,0.0040945113,0.00013891835,0.00019931939,0.00005571615,0.00011787954,0.07129027],"genre_scores_gemma":[0.99870366,0.0000019219758,0.00002507288,0.0010512035,0.00014354599,0.0000023915884,0.000049029062,0.000003146779,0.000020039959],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992141,2.698681e-7,0.00044516902,0.00005166905,0.00013583571,0.00015296797],"domain_scores_gemma":[0.999325,0.00004482121,0.00034477198,0.00015066512,0.00012092846,0.000013859714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016518852,0.00007487453,0.00012275478,0.000042838445,0.00013534332,0.0002125956,0.00028403092,0.000049912123,0.00003429161],"category_scores_gemma":[0.00029546436,0.00005194723,0.000069362424,0.0001339887,0.00014695723,0.004514558,0.00020998043,0.00010332935,0.00009333604],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028922843,0.000011136895,0.055058602,0.00020420633,0.000017269089,8.63438e-8,0.0002962215,0.00003888945,0.000004184191,0.94032884,0.0015103038,0.0025013566],"study_design_scores_gemma":[0.0008989984,0.000040069062,0.08303143,0.00003855388,0.000041866253,0.0000026446194,0.002155992,0.02263304,0.0013413627,0.6598893,0.22956057,0.0003662131],"about_ca_topic_score_codex":0.00010955046,"about_ca_topic_score_gemma":0.000001546156,"teacher_disagreement_score":0.28043956,"about_ca_system_score_codex":0.000014052786,"about_ca_system_score_gemma":0.000025217285,"threshold_uncertainty_score":0.32729453},"labels":[],"label_agreement":null},{"id":"W3019119630","doi":"","title":"Do Micro-Mobility Services Take Away Our Privacy? Focusing on the Privacy Paradox in E-Scooter Sharing Platforms","year":2019,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Internet privacy; Information privacy; Computer science; Privacy software; Computer security; Business","score_opus":0.02087500151024907,"score_gpt":0.229429206255549,"score_spread":0.20855420474529993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019119630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99107593,0.000016690263,0.00006143849,0.001251401,0.0021396703,0.0008763022,0.000007773506,0.000018812576,0.004551977],"genre_scores_gemma":[0.9981076,0.0000020193918,0.000018741424,0.0009248997,0.0006361824,0.00001665538,0.000010864298,0.000010128309,0.0002729049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981397,0.000009547254,0.001065768,0.00009535888,0.00044430493,0.0002453198],"domain_scores_gemma":[0.9959774,0.00015200104,0.0031893454,0.00030986214,0.0003597052,0.000011675754],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0039040467,0.00015225643,0.00028443226,0.00026033624,0.00022584124,0.0012399573,0.0007324117,0.00013050373,0.00001046038],"category_scores_gemma":[0.00030288522,0.000084653875,0.00020758403,0.0003087878,0.000004028283,0.006128483,0.0001494438,0.0003013279,0.00018761597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019768125,0.0000575746,0.9658096,0.0008014697,0.00013677742,2.1576395e-7,0.0024114759,0.010060664,0.000072938274,0.017974226,0.0016804867,0.0007969077],"study_design_scores_gemma":[0.005288011,0.000071103925,0.51346666,0.002073388,0.00013263365,0.00001987243,0.012302292,0.03347971,0.00047677278,0.0102972,0.42167008,0.0007222503],"about_ca_topic_score_codex":0.00007594694,"about_ca_topic_score_gemma":0.0000109060975,"teacher_disagreement_score":0.4523429,"about_ca_system_score_codex":0.00040888882,"about_ca_system_score_gemma":0.00003289431,"threshold_uncertainty_score":0.99979687},"labels":[],"label_agreement":null},{"id":"W3023684882","doi":"10.1080/15140326.2020.1750121","title":"Is the sharing economy causing a regime switch in consumption?","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Economics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"Royal Roads University","keywords":"Consumption (sociology); Sharing economy; Economics; Diffusion; Digital economy; Transition (genetics); Microeconomics; Economy; Computer science; Thermodynamics","score_opus":0.045193585351168776,"score_gpt":0.22147633520234122,"score_spread":0.17628274985117245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023684882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96180487,0.000043287357,0.00010426577,0.0054628784,0.00018050346,0.00013163418,8.1308343e-7,0.000013377397,0.032258365],"genre_scores_gemma":[0.9843558,0.00004300379,0.00014121401,0.014082176,0.0013394128,0.0000033778988,0.0000017332401,0.000017964076,0.000015303196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902177,9.0991625e-7,0.000584824,0.00017154086,0.000032133234,0.00018882174],"domain_scores_gemma":[0.9990975,0.00004762782,0.0006626386,0.00014124288,0.000028597724,0.00002237297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046796066,0.00012898468,0.00027195548,0.00013770127,0.00009338273,0.00039777404,0.0003164813,0.000060002872,0.00031995235],"category_scores_gemma":[0.000014428079,0.00010567428,0.00009796751,0.00009796562,0.000027990467,0.0010465687,0.00013543785,0.0002986142,0.0002620391],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014097857,0.00016978873,0.44146967,0.0007328439,0.0006260091,0.0000650266,0.0042698584,0.07116116,0.00018643281,0.44225383,0.018567497,0.019088125],"study_design_scores_gemma":[0.005904327,0.0000392408,0.042233326,0.00018065087,0.00022016332,0.00009565718,0.002667536,0.13769747,0.00064632733,0.23582394,0.5732769,0.001214456],"about_ca_topic_score_codex":0.000024081355,"about_ca_topic_score_gemma":0.00002756338,"teacher_disagreement_score":0.5547094,"about_ca_system_score_codex":0.00006589048,"about_ca_system_score_gemma":0.000031818545,"threshold_uncertainty_score":0.4309272},"labels":[],"label_agreement":null},{"id":"W3025796795","doi":"10.1007/s13278-020-00656-5","title":"Neutrality may matter: sentiment analysis in reviews of Airbnb, Booking, and Couchsurfing in Brazil and USA","year":2020,"lang":"en","type":"preprint","venue":"Social Network Analysis and Mining","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Sharing economy; Exploit; Business; Goods and services; Neutrality; File sharing; Sentiment analysis; Economy; Advertising; Internet privacy; Economics; Computer science; The Internet; World Wide Web; Computer security; Political science; Law","score_opus":0.031171427634066315,"score_gpt":0.2755699528118128,"score_spread":0.24439852517774646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025796795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948168,0.0022034382,0.00022021659,0.00061896385,0.0000780662,0.00024279344,0.0000074339264,0.000012433063,0.0017998854],"genre_scores_gemma":[0.997422,0.00083941076,0.00028599243,0.0008230194,0.0004286794,0.000019461962,0.00011626949,0.000014064913,0.000051140145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978917,0.000049304,0.0009314092,0.0006678807,0.0001337123,0.00032594168],"domain_scores_gemma":[0.9988496,0.00007607901,0.0008404479,0.00017597708,0.00003166702,0.000026241518],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015644884,0.00031396138,0.0016360105,0.0007100516,0.00015980672,0.0003291542,0.00014370034,0.00021516884,0.00021055278],"category_scores_gemma":[0.000024277744,0.00031527496,0.00034528764,0.0017766135,0.00008218227,0.00027440934,0.0006764067,0.0003555666,0.0000027911613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019388966,0.000015203972,0.9898108,0.00046689622,0.001185486,0.0000058328023,0.00069757877,0.0021786715,0.0000013312585,0.0003012846,0.00042737692,0.0048901387],"study_design_scores_gemma":[0.00029871665,0.0000031445616,0.9667034,0.00019330543,0.004600945,1.6268727e-7,0.00033305548,0.023194835,6.6625626e-7,0.0011639387,0.0031322178,0.00037559264],"about_ca_topic_score_codex":0.0039502806,"about_ca_topic_score_gemma":0.010018929,"teacher_disagreement_score":0.02310739,"about_ca_system_score_codex":0.00002843169,"about_ca_system_score_gemma":0.000013999582,"threshold_uncertainty_score":0.9999299},"labels":[],"label_agreement":null},{"id":"W3029533710","doi":"10.1145/3334480.3383058","title":"Be Mine: Contextualization of Ownership Research in HCI","year":2020,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Conceptualization; Possession (linguistics); Contextualization; Conceptual framework; Adaptation (eye); Computer science; Conceptual model; Knowledge management; Work (physics); Human–computer interaction; Sociology; Psychology; Artificial intelligence; Engineering; Social science","score_opus":0.2749022677036196,"score_gpt":0.32592093514529785,"score_spread":0.05101866744167827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029533710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75361454,0.000029364892,0.00017998606,0.007873413,0.00006233477,0.00017163724,8.5968844e-7,0.00004547849,0.23802236],"genre_scores_gemma":[0.99665594,0.0000023210991,0.000034221655,0.0027115415,0.00023906863,0.0000040713576,0.000020965821,0.0000056886015,0.0003262015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994755,0.000003890647,0.00016186309,0.00011898483,0.00011023358,0.00012957274],"domain_scores_gemma":[0.9997492,0.000056851088,0.000044245655,0.00007228534,0.0000706197,0.0000068176946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042206363,0.00004515633,0.00009128769,0.00015096054,0.000026347085,0.00005860318,0.0001287124,0.000036403453,0.0008643013],"category_scores_gemma":[0.0001732997,0.000036732472,0.000019069557,0.0005185817,0.000024793002,0.000565631,0.00007120321,0.00008132712,0.00016418286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015875313,0.00007814355,0.46001986,0.00060692657,0.000016225336,0.000009600728,0.000571816,0.00020817411,0.00047101817,0.4943672,0.035104368,0.008387907],"study_design_scores_gemma":[0.004143837,0.00009179603,0.121110916,0.00027338194,0.000025753623,9.84968e-7,0.0095275985,0.111014694,0.003136594,0.03576883,0.71410656,0.00079905544],"about_ca_topic_score_codex":0.0009147886,"about_ca_topic_score_gemma":0.00033042094,"teacher_disagreement_score":0.67900217,"about_ca_system_score_codex":0.0000066985754,"about_ca_system_score_gemma":0.000009052231,"threshold_uncertainty_score":0.9463493},"labels":[],"label_agreement":null},{"id":"W3033003061","doi":"10.22215/timreview/1351","title":"Editorial: Sharing Economy: Paths to Government Innovation","year":2020,"lang":"en","type":"editorial","venue":"Technology Innovation Management Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharing economy; Government (linguistics); Corporate governance; Intersection (aeronautics); Social innovation; Political science; Business; Economy; Public administration; Economics; Public relations; Management; Engineering","score_opus":0.01817862112645185,"score_gpt":0.2545057525703523,"score_spread":0.23632713144390044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033003061","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026327716,0.001064695,0.0007948634,0.01254982,0.9248475,0.0025768783,0.00003559705,0.0011811152,0.056923237],"genre_scores_gemma":[0.0000716932,0.0020917219,0.00048104743,0.015953366,0.97682786,0.001044794,0.0020111392,0.00012124729,0.0013971602],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99551827,0.0000049814666,0.0018720417,0.0012599513,0.00080245436,0.00054227875],"domain_scores_gemma":[0.99611086,0.000047973936,0.0017655472,0.0010932967,0.00096770504,0.00001464229],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016654414,0.0006877543,0.001017085,0.0018958274,0.00022259502,0.00047939693,0.0016016883,0.0008868507,0.00041523328],"category_scores_gemma":[0.0015257042,0.00071729044,0.00010480058,0.009749249,0.000046934805,0.0012116265,0.001822907,0.0011566242,0.003243484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011250736,0.000026220714,0.00007049513,0.006815751,0.00012290632,0.000006316087,0.0000015166645,0.0000021598726,0.0000022477675,0.24338937,0.7223242,0.02722758],"study_design_scores_gemma":[0.0003675393,0.00002406126,0.000008917775,0.0033790106,0.00023563467,2.7281123e-7,0.000018308898,0.000023484225,0.0000050321137,0.025984848,0.9692446,0.00070830446],"about_ca_topic_score_codex":0.000019059027,"about_ca_topic_score_gemma":0.0000066724433,"teacher_disagreement_score":0.24692039,"about_ca_system_score_codex":0.00045546764,"about_ca_system_score_gemma":0.00005674734,"threshold_uncertainty_score":0.9995278},"labels":[],"label_agreement":null},{"id":"W3033013366","doi":"10.22215/timreview/1352","title":"Trust, Transparency and Security in the Sharing Economy: What is the role of the government?","year":2020,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek","keywords":"Transparency (behavior); Sharing economy; Car sharing; Government (linguistics); Business; Computer security; Internet privacy; Computer science; Law; Transport engineering; Political science; Engineering","score_opus":0.019124602716876146,"score_gpt":0.2204855777316015,"score_spread":0.20136097501472533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033013366","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35329837,0.05905997,0.00016264488,0.44964546,0.00023219628,0.0047275345,0.0000065513705,0.00022598685,0.13264129],"genre_scores_gemma":[0.9496224,0.008820625,0.000015553167,0.04133638,0.000050849387,0.00011306823,0.000005247551,0.000007396096,0.000028483697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990961,0.0000055175065,0.0004309783,0.00022399287,0.000111604575,0.00013180962],"domain_scores_gemma":[0.9992473,0.000014787533,0.0003159372,0.0003910646,0.000028926113,0.000001997465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006703061,0.00012028001,0.00018282054,0.000080119025,0.00011344826,0.00012351744,0.0007773515,0.000049665647,0.000121193356],"category_scores_gemma":[0.000031036165,0.00006591982,0.00003859081,0.0018285787,0.000077962286,0.0007726332,0.00030086955,0.00020887222,0.000020816702],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031395011,0.000016710594,0.05392055,0.0015754754,0.000033302604,7.254456e-7,0.000114378956,0.0000015208294,0.0000029221185,0.8513059,0.0011013169,0.09192406],"study_design_scores_gemma":[0.00024375567,0.0000066308994,0.006516694,0.0009397453,0.00010386869,0.0000011870883,0.0019664785,0.0008982274,0.000055690005,0.19792354,0.79120475,0.00013945455],"about_ca_topic_score_codex":0.000013434593,"about_ca_topic_score_gemma":0.000011159599,"teacher_disagreement_score":0.79010344,"about_ca_system_score_codex":0.000015137215,"about_ca_system_score_gemma":0.0000031302009,"threshold_uncertainty_score":0.2688132},"labels":[],"label_agreement":null},{"id":"W3033047789","doi":"","title":"Single Family For Sale - Vancouver, British Columbia, Canada V6E 4S8 - Price $1,398,000","year":2017,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Geography; Economic history","score_opus":0.02030353456328059,"score_gpt":0.18913828464617574,"score_spread":0.16883475008289514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033047789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61397725,0.000049451257,0.0003029188,0.00015426645,0.003111177,0.00042732243,0.00004475181,0.00012673478,0.3818061],"genre_scores_gemma":[0.9327514,0.000004661569,0.00038428255,0.0040605175,0.0013110345,0.000043538897,0.000049095946,0.00003317629,0.06136228],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989575,8.793293e-7,0.00022130649,0.00030321156,0.00013270433,0.000384379],"domain_scores_gemma":[0.9991707,0.0000465894,0.00024193141,0.0004069904,0.000110781795,0.000022976103],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017291064,0.00011270668,0.00020177357,0.000025000632,0.0009864686,0.003012921,0.0005040954,0.000068795314,0.0011730856],"category_scores_gemma":[0.00014512807,0.00016167898,0.00006514761,0.000049152382,0.000035413264,0.0018148876,0.00016514507,0.00007720871,0.000045463188],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009307702,0.00004517208,0.061984416,0.00011720681,0.000029114228,0.00001549155,0.0000032510893,0.0000056921003,0.000023427152,0.00029168683,0.91234165,0.025133606],"study_design_scores_gemma":[0.0006160417,0.000007378013,0.084714696,0.000038536913,0.000020922793,0.0000014236141,0.000092112525,0.0007349089,0.000012552453,0.0020801947,0.9113972,0.0002839885],"about_ca_topic_score_codex":0.98795205,"about_ca_topic_score_gemma":0.99885696,"teacher_disagreement_score":0.32044384,"about_ca_system_score_codex":0.00007329349,"about_ca_system_score_gemma":0.000095080235,"threshold_uncertainty_score":0.99974},"labels":[],"label_agreement":null},{"id":"W3033055969","doi":"10.22215/timreview/1353","title":"More for Less? Sharing Economy as a Driver of Public Welfare Innovation","year":2020,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharing economy; Context (archaeology); Welfare; Welfare state; Capitalism; Business; State (computer science); Economy; Mixed economy; Market economy; Economics; Economic system; Political science; Law","score_opus":0.07566800806589857,"score_gpt":0.2798433108365431,"score_spread":0.20417530277064455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033055969","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1850528,0.0047169137,0.04137103,0.601137,0.000500797,0.008290985,0.000015962229,0.0021909752,0.15672354],"genre_scores_gemma":[0.95033574,0.00079159543,0.0021265694,0.044767953,0.00027290513,0.0007107802,0.00065219076,0.000049390233,0.00029289658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983731,0.000001777133,0.00087655097,0.00040973222,0.00009700804,0.00024182633],"domain_scores_gemma":[0.9982368,0.000008496445,0.0008381975,0.000356263,0.000554656,0.0000055924156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006057767,0.0001972847,0.0003808117,0.0012815212,0.00013688554,0.00009288342,0.0005596404,0.00011520368,0.0003906377],"category_scores_gemma":[0.00026802762,0.00019647725,0.000057777765,0.0059080054,0.00006360181,0.001264985,0.00038573547,0.00014560737,0.00014232012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048721504,0.000020623389,0.006162087,0.0062069395,0.0000763433,0.0000013614157,0.000003982179,0.000003333671,0.000013167086,0.87530404,0.0052144825,0.106988735],"study_design_scores_gemma":[0.0005196626,0.000017958082,0.00067270803,0.000567036,0.000091880844,0.0000010146529,0.00019614218,0.00068575726,0.00006498963,0.06250665,0.93442875,0.0002474506],"about_ca_topic_score_codex":0.000006408084,"about_ca_topic_score_gemma":0.0000014115747,"teacher_disagreement_score":0.92921424,"about_ca_system_score_codex":0.000031517993,"about_ca_system_score_gemma":0.000010558592,"threshold_uncertainty_score":0.801211},"labels":[],"label_agreement":null},{"id":"W3033573099","doi":"10.1080/02723638.2020.1775030","title":"World cities of ride-hailing","year":2020,"lang":"en","type":"article","venue":"Urban Geography","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economic geography; Valuation (finance); Economies of agglomeration; Superstar; Economy; Urban geography; Urban economics; Sharing economy; Geography; Business; Economics; Urban planning; Economic growth; Political science; Finance; Engineering; Advertising","score_opus":0.021240475568439485,"score_gpt":0.18084437558142327,"score_spread":0.1596039000129838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033573099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8186444,0.00051210413,0.00015193118,0.0008603575,0.00037452191,0.00014594563,0.000006613203,0.00023694077,0.1790672],"genre_scores_gemma":[0.9958197,0.000004069001,0.00011244966,0.0030095167,0.0009018437,0.0000045491674,0.00001860001,0.000011874311,0.00011741403],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993822,0.0000011508585,0.00019955286,0.00016177347,0.00008996464,0.00016533387],"domain_scores_gemma":[0.99967426,0.00002623061,0.00012743505,0.00011940412,0.000039813316,0.000012885134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000091580594,0.00010332553,0.00015792632,0.00030192602,0.00006746458,0.0000971688,0.00018696503,0.000026471185,0.00062838336],"category_scores_gemma":[0.000026617452,0.000097109885,0.00013856567,0.00062909833,0.00004672013,0.0005868978,0.00007996593,0.0000888022,0.00014812568],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026035596,0.000014792461,0.96322834,0.000188514,0.00004613404,0.0000028424495,0.000094351606,0.000056790657,0.000038859333,0.020590587,0.013511098,0.002201623],"study_design_scores_gemma":[0.00079025544,0.000021613369,0.1298491,0.00010456388,0.000094086136,4.14917e-7,0.0004692991,0.0034329493,0.0005908026,0.015034155,0.84908855,0.00052421214],"about_ca_topic_score_codex":0.0002346881,"about_ca_topic_score_gemma":0.00004160698,"teacher_disagreement_score":0.8355774,"about_ca_system_score_codex":0.0000017798573,"about_ca_system_score_gemma":0.0000041984895,"threshold_uncertainty_score":0.6880357},"labels":[],"label_agreement":null},{"id":"W3034698293","doi":"10.20429/amtp.2013.27","title":"Extended Consumer-Brand Relationship Theory","year":2013,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph-Humber; University of Guelph","funders":"","keywords":"Advertising; Business; Marketing","score_opus":0.024982220481022152,"score_gpt":0.20698293117441746,"score_spread":0.1820007106933953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034698293","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41983518,0.00004531995,0.0007727448,0.00047820518,0.00022390937,0.00017832957,2.9200092e-7,0.00018888582,0.5782771],"genre_scores_gemma":[0.9888262,0.0000012813894,0.00017666465,0.002292664,0.00024957937,0.000023431623,0.000013403744,0.000009222153,0.008407519],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999542,0.0000023360137,0.00013243708,0.00012658435,0.000051173778,0.00014546525],"domain_scores_gemma":[0.9996196,0.00012298499,0.000055940243,0.00015238437,0.000041304884,0.000007804794],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021919642,0.000079247024,0.00007772419,0.00009323944,0.0001322919,0.00028930404,0.00010789182,0.000036364825,0.013694898],"category_scores_gemma":[0.00011177985,0.000060550152,0.000036460366,0.00011030738,0.00002864417,0.0016642506,0.000045550776,0.00007705135,0.01290394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008555857,0.000019507781,0.14588293,0.000023570636,0.000014199472,0.000001005663,0.000011005149,0.0000030962,0.000012165875,0.82269293,0.018858211,0.012472825],"study_design_scores_gemma":[0.00034536613,0.0000017589938,0.37184116,0.000009524999,0.000015968024,0.0000016835711,0.0001348877,0.0009794496,0.000023202158,0.5666234,0.059853863,0.00016975078],"about_ca_topic_score_codex":0.00023573256,"about_ca_topic_score_gemma":0.000018246457,"teacher_disagreement_score":0.56986964,"about_ca_system_score_codex":0.000005137809,"about_ca_system_score_gemma":0.000005103352,"threshold_uncertainty_score":0.9878646},"labels":[],"label_agreement":null},{"id":"W3035326514","doi":"10.5539/res.v12n3p9","title":"Growth of Sharing Economy in Hungary; Long Distance Car Sharing - A Case Study of Oszkár","year":2020,"lang":"en","type":"article","venue":"Review of European Studies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharing economy; Paradigm shift; Reputation; Construct (python library); Business; Accommodation; Economy; Economics; Political science; Law; Computer science","score_opus":0.08338561401069286,"score_gpt":0.2804084064864148,"score_spread":0.19702279247572194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035326514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93806267,0.041580137,0.000013750671,0.00010345057,0.00005610576,0.00053454435,0.0000025872305,0.000025452604,0.019621314],"genre_scores_gemma":[0.9943451,0.005034252,0.000024207697,0.00039264574,0.000151662,0.000009268439,0.0000029973462,0.000022121827,0.000017692748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985047,0.00001594343,0.00090850185,0.00033117863,0.0000845075,0.00015519814],"domain_scores_gemma":[0.998864,0.000053410127,0.0006551712,0.00026366935,0.0001519621,0.00001180077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008086683,0.000178634,0.00078784965,0.000101819,0.000051546533,0.000022001102,0.000354072,0.000010424948,0.000025624517],"category_scores_gemma":[0.00028148023,0.00015368109,0.00010433658,0.00039522868,0.000046667825,0.0006122964,0.0007493314,0.00010949116,0.000016760365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028968694,0.00021922121,0.91685003,0.07175154,0.00036615672,0.00077240734,0.0022099977,0.00003758694,0.000007654632,0.0039761243,0.0003674598,0.0034128476],"study_design_scores_gemma":[0.0142521085,0.0012236428,0.6549393,0.18398058,0.004296298,0.0002300056,0.08783527,0.0043240087,0.0003427021,0.0022441181,0.041353974,0.0049779722],"about_ca_topic_score_codex":0.00029358215,"about_ca_topic_score_gemma":0.00015678468,"teacher_disagreement_score":0.2619107,"about_ca_system_score_codex":0.000013746477,"about_ca_system_score_gemma":0.0000049118294,"threshold_uncertainty_score":0.62669325},"labels":[],"label_agreement":null},{"id":"W3035408740","doi":"","title":"Abstract for Household Consumption Trends in China | Bulletin – March Quarter 2010","year":2010,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Consumption (sociology); China; Advertising; Geography; Business; Sociology; Social science","score_opus":0.03248324534079273,"score_gpt":0.23691686801076134,"score_spread":0.20443362266996862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035408740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5288361,0.000056802277,0.00011127517,0.45706677,0.0025619026,0.0008719365,0.00010684211,0.0003179933,0.010070388],"genre_scores_gemma":[0.9972426,0.000010123132,0.00043669928,0.0008605563,0.00095738354,0.000082762934,0.00020965487,0.000048720918,0.00015144875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983059,0.0000040665336,0.00060907553,0.00043583597,0.00018122839,0.00046385286],"domain_scores_gemma":[0.9990566,0.00011091604,0.00034093834,0.00040566997,0.000056052024,0.00002984152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007527021,0.0002764919,0.0003666569,0.00066269503,0.000116566545,0.00014911765,0.00037157562,0.00020947204,0.008246349],"category_scores_gemma":[0.00007238742,0.00026914323,0.00018230958,0.0001914801,0.00009761414,0.00028936437,0.00009694774,0.0004706755,0.0011246441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005367508,0.00053814077,0.019288203,0.0005771566,0.00005678667,0.000011658786,0.00011421207,0.00014075525,0.0030833993,0.005308416,0.96898353,0.0013610028],"study_design_scores_gemma":[0.0011643689,0.000018158851,0.3139118,0.0000521533,0.000019918398,0.0000034765378,0.00001771946,0.00023264217,0.00008675683,0.0005658575,0.68362963,0.0002975457],"about_ca_topic_score_codex":0.00050098886,"about_ca_topic_score_gemma":0.0003757097,"teacher_disagreement_score":0.46840656,"about_ca_system_score_codex":0.000014438777,"about_ca_system_score_gemma":0.000010441212,"threshold_uncertainty_score":0.9999761},"labels":[],"label_agreement":null},{"id":"W3035618135","doi":"","title":"Editorial: Sharing Economy and Government Innovation (May 2020)","year":2020,"lang":"en","type":"editorial","venue":"Technology Innovation Management Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharing economy; Government (linguistics); Business; Industrial organization; Computer science; World Wide Web","score_opus":0.014487896266292872,"score_gpt":0.24724710288271876,"score_spread":0.23275920661642588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035618135","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000055762506,0.0041266093,0.00026250843,0.011376651,0.93501586,0.0019629681,0.000023871346,0.0009217778,0.046254013],"genre_scores_gemma":[0.00013987091,0.011389282,0.00030456437,0.0067044185,0.97799695,0.00053074217,0.0017397068,0.0000935048,0.0011009944],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639523,0.000004866878,0.0015264335,0.0010830591,0.00058136845,0.0004090614],"domain_scores_gemma":[0.9968046,0.000052656476,0.001793766,0.00073402113,0.000605015,0.000009932501],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014325193,0.00059476955,0.0008815691,0.0010142637,0.00022185492,0.00044964312,0.00091718836,0.0008380338,0.00028774922],"category_scores_gemma":[0.00087934796,0.0006083096,0.000068577436,0.005387657,0.00008678758,0.0013371422,0.0014719382,0.0011144776,0.0006231238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007943963,0.000016920563,0.00018510132,0.008878519,0.00013215064,0.0000063954476,0.0000010507098,4.358646e-7,0.000001101376,0.24097379,0.72445095,0.025345633],"study_design_scores_gemma":[0.00045794834,0.000015496391,0.00001757857,0.0024710405,0.0002894762,7.2710253e-7,0.00002141882,0.000037802856,0.0000022255763,0.028777448,0.9673331,0.0005757289],"about_ca_topic_score_codex":0.000014029822,"about_ca_topic_score_gemma":0.000005149228,"teacher_disagreement_score":0.24288215,"about_ca_system_score_codex":0.00021465446,"about_ca_system_score_gemma":0.00003538191,"threshold_uncertainty_score":0.9996368},"labels":[],"label_agreement":null},{"id":"W3036285700","doi":"10.1111/apce.12279","title":"Institutional and organizational trajectories in social economy enterprises: Resilience, transformation and regeneration","year":2020,"lang":"en","type":"article","venue":"Annals of Public and Cooperative Economics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Resilience (materials science); Field (mathematics); Context (archaeology); Psychological resilience; Regeneration (biology); Corporate governance; Organizational field; Degeneration (medical); Organizational change; Public relations; Business; Sociology; Economic system; Political science; Institutional theory; Management; Economics; Social science; Psychology","score_opus":0.051501393956866065,"score_gpt":0.23813175151169141,"score_spread":0.18663035755482535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036285700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98233324,0.000104167084,0.0008915988,0.008274143,0.000024448529,0.000108908134,0.000010626746,0.0000100325915,0.008242809],"genre_scores_gemma":[0.9968801,0.0001834281,0.000027312755,0.0025677613,0.00024018048,0.000006473981,0.00007903886,0.0000040561076,0.00001163433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995187,0.0000050523076,0.00022101773,0.00015006958,0.00001941238,0.00008578354],"domain_scores_gemma":[0.99977297,0.000017717986,0.00008392382,0.000021759519,0.00008735029,0.000016296948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016219224,0.000081334845,0.00013482847,0.00009468357,0.00017036655,0.00024171681,0.000042359945,0.000043914963,0.000049192666],"category_scores_gemma":[0.000044977318,0.00008183897,0.000011310288,0.00010706291,0.000102810896,0.0027371245,0.000032080534,0.00004071407,0.0000024301607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035675654,0.000019482708,0.06948093,0.00007088335,0.000020807667,2.3396927e-7,0.00158013,0.00023765655,0.000019156949,0.9224582,0.00026277747,0.005814063],"study_design_scores_gemma":[0.0054976814,0.00022760002,0.44057786,0.00008208398,0.000049598773,0.000014216308,0.010407306,0.22570686,0.0019016336,0.11198862,0.20202795,0.0015185837],"about_ca_topic_score_codex":0.000023150787,"about_ca_topic_score_gemma":0.000099039826,"teacher_disagreement_score":0.81046957,"about_ca_system_score_codex":0.0000073684596,"about_ca_system_score_gemma":0.000063499516,"threshold_uncertainty_score":0.33372962},"labels":[],"label_agreement":null},{"id":"W3036516020","doi":"10.1016/j.ausmj.2020.06.012","title":"How to Grow the Sharing Economy? Create Prosumers!","year":2020,"lang":"en","type":"article","venue":"Australasian Marketing Journal (AMJ)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Sharing economy; Gratitude; Business; Leverage (statistics); Prosumer; Service provider; Disintermediation; Marketing; Service (business); Computer science; Renewable energy","score_opus":0.02797776368475219,"score_gpt":0.20871530690096143,"score_spread":0.18073754321620925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036516020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6829196,0.000094804906,0.00061298715,0.20323081,0.0009532282,0.00064081495,0.0000030524955,0.00027180812,0.11127284],"genre_scores_gemma":[0.983708,0.000010284853,0.0003965281,0.00825482,0.0047867103,0.000014944571,0.000005028851,0.000050260594,0.0027734002],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833757,0.000019823188,0.0004304905,0.00041259656,0.00017574235,0.00062376895],"domain_scores_gemma":[0.9990039,0.0001114515,0.00041571094,0.000253178,0.000100099904,0.000115685914],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017209769,0.00029287246,0.00028886797,0.00016304369,0.000686229,0.0038743685,0.00086691167,0.00008738776,0.0006390406],"category_scores_gemma":[0.0007123646,0.0002166619,0.00020080876,0.00044247252,0.0000299017,0.0023542643,0.00030925407,0.0006834214,0.00042207877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008865002,0.00008156659,0.7097555,0.00080512615,0.0004867386,0.00039537204,0.0010465152,0.00078720646,0.0004196475,0.00528032,0.18153751,0.09851803],"study_design_scores_gemma":[0.00078057364,0.000039648363,0.07842802,0.0002999197,0.0001217344,0.0001453073,0.0015830995,0.0026216723,0.00009415393,0.0028443106,0.91235703,0.00068453676],"about_ca_topic_score_codex":0.000043655593,"about_ca_topic_score_gemma":0.000015924645,"teacher_disagreement_score":0.7308195,"about_ca_system_score_codex":0.00007949726,"about_ca_system_score_gemma":0.000024990944,"threshold_uncertainty_score":0.9971597},"labels":[],"label_agreement":null},{"id":"W3037871464","doi":"10.1016/j.ausmj.2020.06.005","title":"Who Shares? Profiling Consumers in the Sharing Economy","year":2020,"lang":"en","type":"article","venue":"Australasian Marketing Journal (AMJ)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Profiling (computer programming); Sharing economy; Order (exchange); Computer science; Consumption (sociology); Consumer demand; Business; Marketing; World Wide Web; Economics; Microeconomics; Sociology","score_opus":0.03517063535660649,"score_gpt":0.23071232087504878,"score_spread":0.19554168551844228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037871464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8503232,0.00014379705,0.00006990295,0.01753804,0.0003672775,0.00038878448,0.0000024661188,0.00010351784,0.131063],"genre_scores_gemma":[0.9917284,0.000021725107,0.0002575063,0.0058942847,0.0018343603,0.000012046358,0.0000114685245,0.000034302368,0.0002058544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982145,0.000033727192,0.00063481904,0.00036680105,0.0001753164,0.00057484716],"domain_scores_gemma":[0.99902666,0.0002065079,0.00045370686,0.0001983838,0.000061708066,0.000053045056],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002800995,0.000257555,0.0002980272,0.00021936394,0.00039194486,0.0016851694,0.0008609987,0.00009907286,0.0009411738],"category_scores_gemma":[0.00064270815,0.00020311771,0.00015895834,0.00047449354,0.000034311044,0.0020417331,0.0001696703,0.00097561936,0.00024703328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018346908,0.000033142587,0.9730833,0.00035975766,0.000068409776,0.0002629367,0.0003280574,0.00028450025,0.000035042343,0.0024622392,0.01148083,0.011418318],"study_design_scores_gemma":[0.0035268886,0.00005807445,0.48736113,0.0015139643,0.00019913816,0.00046135785,0.009023062,0.0274707,0.00010760037,0.009685382,0.45886818,0.0017245117],"about_ca_topic_score_codex":0.00006680437,"about_ca_topic_score_gemma":0.000028300874,"teacher_disagreement_score":0.48572215,"about_ca_system_score_codex":0.00007524936,"about_ca_system_score_gemma":0.00003378361,"threshold_uncertainty_score":0.9999721},"labels":[],"label_agreement":null},{"id":"W3040461050","doi":"10.29173/irie387","title":"Trust and Reputation in the Sharing Economy: Toward a Peer-to-Peer Ethics","year":2020,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Chulalongkorn University; University of Alberta; University of Illinois at Urbana-Champaign; Northwestern University","keywords":"Reputation; Argument (complex analysis); Sketch; Sharing economy; Normative; Law and economics; Public relations; Work (physics); Political science; Sociology; Business; Law; Computer science; Engineering","score_opus":0.10568359291859893,"score_gpt":0.3254097197141515,"score_spread":0.2197261267955526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040461050","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0160585,0.000421773,0.0030106315,0.8987419,0.0002846131,0.00062874163,0.000010915407,0.000035736484,0.08080718],"genre_scores_gemma":[0.6556224,0.0011753213,0.00021321233,0.34239733,0.00032804252,0.00004006889,0.0001613159,0.0000062595527,0.00005603927],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988402,0.000012698783,0.00052934326,0.00008751402,0.00044805286,0.0000821749],"domain_scores_gemma":[0.9984619,0.0003916839,0.00035929467,0.000128719,0.00064888806,0.000009512005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054840194,0.00008721175,0.0001297345,0.00008999865,0.00009310248,0.0003132525,0.00055803196,0.00007422423,0.00011826713],"category_scores_gemma":[0.007621983,0.00005545668,0.000046466983,0.00022666619,0.000033106313,0.002184848,0.00017402283,0.00066108856,0.00016417164],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053625266,0.000014651708,0.0037884368,0.007728247,0.000045703324,8.946992e-7,0.027239362,0.0010662638,0.0000017102204,0.9242779,0.0120953955,0.023687836],"study_design_scores_gemma":[0.00022853943,0.00000952836,0.0043499917,0.0013748794,0.00002410114,0.0000043766304,0.002072745,0.025374377,0.000008561249,0.020842278,0.94558024,0.00013036339],"about_ca_topic_score_codex":0.00013268729,"about_ca_topic_score_gemma":0.000021747037,"teacher_disagreement_score":0.93348485,"about_ca_system_score_codex":0.000023785487,"about_ca_system_score_gemma":0.000053170363,"threshold_uncertainty_score":0.9124776},"labels":[],"label_agreement":null},{"id":"W3040930849","doi":"","title":"Single Family For Sale - Vancouver, British Columbia, Canada V5X 1C9 - Price $2,680,000","year":2017,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Geography","score_opus":0.020355190392689935,"score_gpt":0.18971276914657453,"score_spread":0.1693575787538846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040930849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5907158,0.000048617458,0.00029208758,0.00014001981,0.0029585445,0.00041742748,0.000045498386,0.00012328567,0.40525872],"genre_scores_gemma":[0.9320219,0.0000045227293,0.000375975,0.004113046,0.0012712853,0.00004433661,0.000049552524,0.00003265841,0.062086683],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895436,8.744911e-7,0.00022176738,0.00030344457,0.0001325621,0.00038699713],"domain_scores_gemma":[0.99916947,0.00004672118,0.00024234137,0.00040768203,0.00011063772,0.000023149434],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017882611,0.000112671594,0.00020223236,0.00002513256,0.0009872908,0.0030367535,0.0005043773,0.000068767215,0.0012024951],"category_scores_gemma":[0.00014682283,0.0001615422,0.00006568417,0.000049553597,0.00003505442,0.001818167,0.00016771308,0.00007713196,0.000044961616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009319458,0.000044675064,0.06417309,0.000116256924,0.000028476494,0.000015592874,0.0000032239047,0.000005761964,0.000021476737,0.00029481822,0.9117723,0.023515007],"study_design_scores_gemma":[0.0006124867,0.0000075906496,0.08558731,0.000038164617,0.000021258835,0.0000013974018,0.00009078558,0.00071918516,0.000012286739,0.002063785,0.9105631,0.00028263126],"about_ca_topic_score_codex":0.9883783,"about_ca_topic_score_gemma":0.9989089,"teacher_disagreement_score":0.343172,"about_ca_system_score_codex":0.00007342746,"about_ca_system_score_gemma":0.00009749501,"threshold_uncertainty_score":0.99971056},"labels":[],"label_agreement":null},{"id":"W3041507211","doi":"10.4018/978-1-7998-4543-0.ch005","title":"When Giants Meet","year":2020,"lang":"en","type":"book-chapter","venue":"Practice, progress, and proficiency in sustainability","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Blockchain; Nexus (standard); Distributed ledger; Cryptocurrency; Database transaction; Conceptual framework; Sharing economy; Transaction cost; Payment; Corporate governance; Business; Computer science; Computer security; World Wide Web; Finance","score_opus":0.021558331685326455,"score_gpt":0.2583710968608763,"score_spread":0.23681276517554983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041507211","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028781684,0.0043385522,0.000026648708,0.016823372,0.0005230969,0.0025594144,0.0000150775295,0.00026836953,0.9725673],"genre_scores_gemma":[0.9394989,0.0005211184,0.00094562495,0.007152573,0.0031259223,0.00043435526,0.00021613846,0.0002520333,0.04785331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972566,0.000017690063,0.00073124346,0.0010532361,0.0003789716,0.00056230696],"domain_scores_gemma":[0.9978537,0.00023474339,0.0007847636,0.00053042837,0.00054917333,0.000047194273],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017177366,0.0005292274,0.0006142417,0.0003060274,0.0002715339,0.0006662734,0.0004633569,0.0004205703,0.0004222774],"category_scores_gemma":[0.0018626716,0.0004892423,0.00012191668,0.00015738144,0.00045659867,0.0034337353,0.0005357338,0.0007954308,0.00013392468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048869825,0.00022765846,0.08488654,0.003950003,0.00006692084,0.00029139649,0.0005240246,0.0000033321967,1.2554911e-7,0.83739316,0.0033751263,0.06879303],"study_design_scores_gemma":[0.0003250542,0.00003854109,0.0025509133,0.00008659537,0.00009609701,0.000007729613,0.00045394717,0.0003162348,5.7106433e-7,0.39388916,0.60175097,0.00048419257],"about_ca_topic_score_codex":0.00029164282,"about_ca_topic_score_gemma":0.000077189405,"teacher_disagreement_score":0.9366208,"about_ca_system_score_codex":0.00019385834,"about_ca_system_score_gemma":0.00027601,"threshold_uncertainty_score":0.9997559},"labels":[],"label_agreement":null},{"id":"W3042245377","doi":"","title":"How Have Australian Banks Responded to Tighter Capital and Liquidity Requirements? | Bulletin – June Quarter 2017","year":2017,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Market liquidity; Capital (architecture); Business; Finance; Economics; Geography","score_opus":0.04821202269766388,"score_gpt":0.25543755728350787,"score_spread":0.20722553458584397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042245377","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22183819,0.000032233223,0.000046295052,0.76838964,0.000966464,0.00057506,0.00003215011,0.00010557681,0.008014422],"genre_scores_gemma":[0.9904175,0.000012919344,0.0003649708,0.0018844762,0.001208978,0.000039521838,0.000046131405,0.000042079402,0.005983415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980099,0.0000123162745,0.0004615128,0.00064204686,0.0003086716,0.0005655484],"domain_scores_gemma":[0.998134,0.000046944948,0.00057205773,0.0010081081,0.00015335002,0.000085497435],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006687997,0.00038094958,0.0004732625,0.0002961986,0.00057977525,0.0012750706,0.0007447413,0.00018352337,0.002237622],"category_scores_gemma":[0.00024508635,0.00035420654,0.00014285329,0.000051838037,0.00020006839,0.00084750203,0.0005419738,0.0002567421,0.0018256638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044242546,0.0001150658,0.0032008174,0.00019288165,0.00008724102,0.0000418681,0.00025920608,0.0000047418534,0.0011709925,0.0018077951,0.99251944,0.00015750411],"study_design_scores_gemma":[0.0009919949,0.000063092404,0.02471546,0.00014174324,0.00005441783,0.000007201302,0.0001598868,0.000035160294,0.0006879582,0.0006007332,0.9720648,0.00047755218],"about_ca_topic_score_codex":0.00043934336,"about_ca_topic_score_gemma":0.00017659308,"teacher_disagreement_score":0.7685793,"about_ca_system_score_codex":0.00002638011,"about_ca_system_score_gemma":0.000014254638,"threshold_uncertainty_score":0.999891},"labels":[],"label_agreement":null},{"id":"W30439012","doi":"10.2139/ssrn.2377605","title":"Profit Sharing and Workplace Productivity: Does Teamwork Play a Role?","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"Teamwork; Productivity; Profit sharing; Business; Industrial organization; Profit (economics); Microeconomics; Economics; Management; Finance; Economic growth","score_opus":0.005281841827037315,"score_gpt":0.18687596832244047,"score_spread":0.18159412649540316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W30439012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98622525,0.00053121045,0.0007551196,0.0013475964,0.00037379353,0.00016369019,1.9902963e-7,0.00009615453,0.010507012],"genre_scores_gemma":[0.9935286,0.00011084172,0.000041925126,0.0002517226,0.0035112638,0.000009543484,0.000002880504,0.000028870154,0.0025143253],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978775,0.0000065666195,0.00021805122,0.00033047347,0.00014173865,0.0014257041],"domain_scores_gemma":[0.99949706,0.000028737053,0.00021613196,0.0001910414,0.000046157966,0.000020847925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022910424,0.00018691532,0.00020164538,0.00018061498,0.0004062229,0.0005692424,0.0002761622,0.00007352674,0.00005350209],"category_scores_gemma":[0.00013356695,0.00013370687,0.000058292495,0.00019430715,0.000033229957,0.0014759414,0.0001447776,0.001168022,0.00009253292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086494605,0.000026793758,0.54517525,0.00004877382,0.000107845066,0.000001506683,0.00008119798,0.000043753764,0.00006676051,0.39437413,0.00009790473,0.059889626],"study_design_scores_gemma":[0.00065752084,0.000033889228,0.010114614,0.00008896292,0.000059725622,0.00012540737,0.0006858256,0.002226344,0.000043125525,0.955529,0.030063102,0.0003725027],"about_ca_topic_score_codex":0.00011784057,"about_ca_topic_score_gemma":0.00091688277,"teacher_disagreement_score":0.56115484,"about_ca_system_score_codex":0.00012261984,"about_ca_system_score_gemma":0.00010425981,"threshold_uncertainty_score":0.54892176},"labels":[],"label_agreement":null},{"id":"W3044322743","doi":"10.3390/jrfm13080161","title":"The Impact of Home Sharing on Residential Real Estate Markets","year":2020,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Renting; Real estate; Metropolitan area; Residential real estate; Neighbourhood (mathematics); Sharing economy; Business; Marketing; Geography; Finance; Computer science; Engineering","score_opus":0.012055401524871195,"score_gpt":0.21771752899218977,"score_spread":0.20566212746731857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044322743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98703223,0.00006300297,0.00033809856,0.00019256498,0.00029245994,0.000106575615,0.0000034614677,0.000009603941,0.011961982],"genre_scores_gemma":[0.99536127,0.0035343806,0.000052558484,0.000102558464,0.0009045829,0.0000011985398,0.0000011883617,0.000009544218,0.000032740227],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99912745,0.0000055601126,0.00040110227,0.00012300033,0.0001702171,0.00017265754],"domain_scores_gemma":[0.9991789,0.000053286047,0.00057868793,0.00010594932,0.000059600676,0.000023600622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060721,0.00011840156,0.00021086668,0.00013588564,0.00019219307,0.00020589487,0.00026511066,0.000031754458,0.000029868372],"category_scores_gemma":[0.000096749216,0.000074617,0.00016118349,0.00018653092,0.000033099932,0.00048299192,0.00017782542,0.00018614314,0.000013145893],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033544665,0.0000881473,0.19317259,0.00022346988,0.00018025337,0.00017297383,0.00043952028,0.001227856,0.0000124810995,0.017561631,0.009697714,0.7738689],"study_design_scores_gemma":[0.0010794636,0.00013432473,0.95536256,0.00008794344,0.00010586922,0.000003028279,0.00018596035,0.0012605251,0.000007507019,0.010736939,0.030891124,0.00014477855],"about_ca_topic_score_codex":0.0003542964,"about_ca_topic_score_gemma":0.000030311938,"teacher_disagreement_score":0.77372414,"about_ca_system_score_codex":0.000019215491,"about_ca_system_score_gemma":0.000013074511,"threshold_uncertainty_score":0.3042793},"labels":[],"label_agreement":null},{"id":"W3047518737","doi":"","title":"Multi Family For Sale - Surrey, British Columbia, Canada V3T 1V2 - Price $10,000,000","year":2016,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; History","score_opus":0.020054280019080915,"score_gpt":0.1936160736435929,"score_spread":0.173561793624512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047518737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91449976,0.00008329211,0.0014025043,0.00038803733,0.0012488305,0.0006158653,0.00022642652,0.00023721998,0.08129806],"genre_scores_gemma":[0.86209023,0.000010130705,0.000504619,0.00362114,0.0008689805,0.000077728284,0.000073590236,0.000039938757,0.13271365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875724,0.0000020375817,0.00028513107,0.00035468632,0.00013701552,0.00046390278],"domain_scores_gemma":[0.9993326,0.00013093378,0.00013417174,0.0002323942,0.00014013867,0.00002978234],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002444581,0.0001317373,0.00021463557,0.000041625,0.0002615527,0.0007996694,0.00030703732,0.00007822908,0.006138118],"category_scores_gemma":[0.00013176454,0.0001431147,0.00007063332,0.00014118603,0.000028983584,0.0012067312,0.00011145032,0.000054324828,0.00023509584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024187586,0.000074136246,0.31459704,0.00017701174,0.000059102193,0.00001986774,0.0000051140146,0.0000019816305,0.00011606958,0.00041258102,0.6247433,0.05976964],"study_design_scores_gemma":[0.0009693214,0.0000053838435,0.25055835,0.000054339278,0.000016410997,0.0000022348706,0.000045709956,0.00033026838,0.000009553368,0.00038178577,0.7473428,0.0002838307],"about_ca_topic_score_codex":0.96663505,"about_ca_topic_score_gemma":0.9888659,"teacher_disagreement_score":0.12259954,"about_ca_system_score_codex":0.000077328026,"about_ca_system_score_gemma":0.000098214034,"threshold_uncertainty_score":0.9947704},"labels":[],"label_agreement":null},{"id":"W3049208625","doi":"","title":"Abstract for Housing Accessibility for First Home Buyers | Bulletin – December Quarter 2017","year":2017,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Advertising; Geography; Business","score_opus":0.048705141075710966,"score_gpt":0.2703156104491739,"score_spread":0.22161046937346293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049208625","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3909795,0.00019484472,0.0032062707,0.57242507,0.0043568844,0.004422743,0.00029340683,0.00051636825,0.02360492],"genre_scores_gemma":[0.9958864,0.000013302747,0.0010931682,0.00096155755,0.0016120949,0.00018264531,0.00010424701,0.00006393998,0.00008263045],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978629,0.000002940723,0.0006886223,0.0006483579,0.00019526063,0.00060194946],"domain_scores_gemma":[0.9973434,0.00028152758,0.001060128,0.0010146463,0.00025674287,0.000043546213],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00096717675,0.0003634129,0.0005369998,0.00018481021,0.0011330526,0.0008377373,0.0009774958,0.00019442792,0.0016999713],"category_scores_gemma":[0.00047453804,0.00034259408,0.0003764007,0.00004875917,0.00016916219,0.00079864654,0.0002546989,0.00017008046,0.00069057936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096051564,0.00032078027,0.01885665,0.0018620709,0.000160846,0.0000061090786,0.000096744,0.00014394078,0.00012901452,0.0022185962,0.97467846,0.00056625373],"study_design_scores_gemma":[0.0020761504,0.000032416818,0.08753102,0.00019735051,0.00008877927,0.0000017505304,0.00007031118,0.0006319472,0.00011674076,0.0035854578,0.9051331,0.00053494354],"about_ca_topic_score_codex":0.00030754087,"about_ca_topic_score_gemma":0.0003145158,"teacher_disagreement_score":0.6049069,"about_ca_system_score_codex":0.000035208166,"about_ca_system_score_gemma":0.000027025753,"threshold_uncertainty_score":0.9999026},"labels":[],"label_agreement":null},{"id":"W3069648352","doi":"","title":"Housing Accessibility for First Home Buyers | Bulletin – December Quarter 2017","year":2017,"lang":"en","type":"article","venue":"Philadelphia Museum of Art Bulletin","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Advertising; Business; Geography","score_opus":0.04118540766572508,"score_gpt":0.25866573082660566,"score_spread":0.21748032316088056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3069648352","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.360277,0.00018139445,0.0014899358,0.59222394,0.003635908,0.002100911,0.000097308184,0.00050047727,0.039493144],"genre_scores_gemma":[0.99632305,0.00001788884,0.0006469042,0.0012621831,0.0014289379,0.00007825451,0.000059305443,0.00005624595,0.00012722016],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997891,0.0000057381058,0.00064303516,0.000645363,0.00023488484,0.0005799997],"domain_scores_gemma":[0.99742854,0.00016103775,0.0009540486,0.0011999968,0.00021211388,0.00004428129],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084349135,0.00036175008,0.0005286723,0.00020408175,0.0011094349,0.0008632806,0.0010941818,0.00018204287,0.0027765925],"category_scores_gemma":[0.0003799491,0.00033933207,0.00030153152,0.00006786893,0.00021310929,0.0008265608,0.0004236174,0.00020522554,0.0017082677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005344229,0.00027968397,0.0487373,0.0009313482,0.00013597352,0.000013132121,0.000114526745,0.000112937065,0.00007144258,0.0027590762,0.94593954,0.0003705925],"study_design_scores_gemma":[0.0015690043,0.000027361186,0.070981055,0.00017599162,0.000083545034,0.0000033291417,0.00007038825,0.00067350717,0.00008249581,0.0027503525,0.9230504,0.00053259084],"about_ca_topic_score_codex":0.00042995127,"about_ca_topic_score_gemma":0.0003307538,"teacher_disagreement_score":0.63604605,"about_ca_system_score_codex":0.000035115634,"about_ca_system_score_gemma":0.00002384221,"threshold_uncertainty_score":0.9999059},"labels":[],"label_agreement":null},{"id":"W3081685989","doi":"10.31542/muse.v4i1.1883","title":"The Sharing Economy: Do e-scooters make the cut?","year":2020,"lang":"en","type":"article","venue":"MacEwan University Student eJournal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Sharing economy; Sustainability; Business; Order (exchange); Sustainable business; Social sustainability; Resource (disambiguation); Marketing; Political science; Computer science","score_opus":0.020667350574193184,"score_gpt":0.19724292592747786,"score_spread":0.17657557535328466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081685989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7590878,0.00011470434,0.000495398,0.035945944,0.00067004235,0.0003365575,0.0000034477594,0.00013941186,0.2032067],"genre_scores_gemma":[0.9932347,0.00003698403,0.000011511141,0.0045342194,0.0010158283,4.7009237e-7,0.0000027674353,0.000011947319,0.0011515694],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991609,0.00000669984,0.00015629524,0.00022991424,0.00014947697,0.00029674039],"domain_scores_gemma":[0.9994683,0.00005056092,0.000190669,0.00020707393,0.000048811464,0.00003454963],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003671692,0.00014510109,0.00012749771,0.000060994276,0.0014556923,0.0012414142,0.0012389837,0.00003785061,0.00035436076],"category_scores_gemma":[0.000018977204,0.00009670525,0.00012995159,0.00021661089,0.00007246088,0.00072670495,0.00072576554,0.0003484641,0.00033708604],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044640587,0.000084388616,0.7753298,0.0000766723,0.0007314705,0.00029808466,0.002928611,0.0018055278,0.000022078468,0.14190851,0.03964223,0.036726225],"study_design_scores_gemma":[0.00062532275,0.000010459249,0.03499866,0.000017512679,0.00007498152,0.000006033009,0.0089664515,0.0023011535,0.00000606782,0.0011988333,0.9515998,0.00019473191],"about_ca_topic_score_codex":0.00007583776,"about_ca_topic_score_gemma":0.00019206323,"teacher_disagreement_score":0.91195756,"about_ca_system_score_codex":0.00006566942,"about_ca_system_score_gemma":0.0000203207,"threshold_uncertainty_score":0.99984425},"labels":[],"label_agreement":null},{"id":"W3090997182","doi":"10.1177/2056305120957290","title":"The Outsourcing of Online Dating: Investigating the Lived Experiences of Online Dating Assistants Working in the Contemporary Gig Economy","year":2020,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"Directorate for Social, Behavioral and Economic Sciences","keywords":"Outsourcing; Gig economy; Workflow; Business; Face (sociological concept); Work (physics); Sensemaking; Marketing; Public relations; Engineering; Political science; Sociology; Management; Economics","score_opus":0.131362323984092,"score_gpt":0.2739298581416812,"score_spread":0.1425675341575892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090997182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903648,0.00029781176,0.000032630294,0.0063874223,0.00028740673,0.00026614586,0.0000072559446,0.000035758436,0.0023207574],"genre_scores_gemma":[0.99410105,0.000012809024,0.00027176383,0.003367383,0.0021268222,0.000026607699,0.000072671166,0.000017452501,0.0000034252803],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984921,0.00004759398,0.0007070238,0.00023596527,0.00024182543,0.00027548207],"domain_scores_gemma":[0.99731123,0.0014440727,0.0009784193,0.00017508419,0.00007564945,0.000015569145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014269556,0.0001779564,0.00032122224,0.00002049591,0.00069906795,0.00021923824,0.00080093247,0.0000957771,0.000024895038],"category_scores_gemma":[0.0012008796,0.00010464385,0.00019200514,0.00050898414,0.0004150252,0.00050072605,0.0002840934,0.00045933557,0.0000017815803],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030716856,0.00010304581,0.11093945,0.00027295173,0.00014178496,0.0000019996319,0.8677564,0.000066735054,0.00024293133,0.0041245883,0.00319775,0.013121595],"study_design_scores_gemma":[0.00044121474,0.000007837892,0.0094128875,0.00016218782,0.000027635666,1.8536645e-7,0.97397816,0.011126192,0.000047774363,0.0019236373,0.0027019829,0.00017028612],"about_ca_topic_score_codex":0.00015533523,"about_ca_topic_score_gemma":0.00050919614,"teacher_disagreement_score":0.10622173,"about_ca_system_score_codex":0.000022648199,"about_ca_system_score_gemma":0.00011076482,"threshold_uncertainty_score":0.5376736},"labels":[],"label_agreement":null},{"id":"W309208859","doi":"10.4000/lisa.8455","title":"La consommation collaborative aux États-Unis","year":2015,"lang":"fr","type":"article","venue":"Revue LISA / LISA e-journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04650911067482209,"score_gpt":0.26213609517184044,"score_spread":0.21562698449701834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W309208859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45213524,0.047157504,0.0020046828,0.052680213,0.034330245,0.0010305678,0.000100238,0.00024945667,0.41031188],"genre_scores_gemma":[0.76581496,0.0065265098,0.0051191864,0.010073763,0.0664761,0.000051684245,0.0002916306,0.0002863351,0.14535981],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784267,0.00010033925,0.00082104985,0.00030581583,0.00033557563,0.000594557],"domain_scores_gemma":[0.99694705,0.00024771536,0.0010540733,0.00028466104,0.0012908293,0.00017565416],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020964716,0.00038302323,0.0005048721,0.00038359262,0.00097411993,0.0034595795,0.0005035623,0.00032759598,0.0031147797],"category_scores_gemma":[0.0010945004,0.00038043899,0.00019793084,0.0007436031,0.0002918729,0.0067766104,0.00018935908,0.0010998979,0.0022606151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002994064,0.0003937243,0.023826376,0.00089910143,0.0005203928,0.0012330889,0.00826783,0.0010913892,0.000020135767,0.060259942,0.80871767,0.09447098],"study_design_scores_gemma":[0.0016915352,0.000065384076,0.0006661955,0.0008619232,0.00022318364,0.0012291325,0.0044245804,0.0023303267,0.000023861936,0.022602445,0.96539104,0.00049038936],"about_ca_topic_score_codex":0.000107318956,"about_ca_topic_score_gemma":0.00004776821,"teacher_disagreement_score":0.31367975,"about_ca_system_score_codex":0.00030502767,"about_ca_system_score_gemma":0.0005129,"threshold_uncertainty_score":0.99986476},"labels":[],"label_agreement":null},{"id":"W3092416614","doi":"10.5210/spir.v2020i0.11192","title":"GUERILLA CAPITALISM AND THE PLATFORM ECONOMY: GOVERNING UBER IN CHINA,TAIWAN, AND HONG KONG","year":2020,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Authoritarianism; Politics; Democracy; Capitalism; China; Corporate governance; Political economy; Political science; Government (linguistics); Economic system; Economy; Sociology; Economics; Law; Management","score_opus":0.02627613902385735,"score_gpt":0.24574033343152926,"score_spread":0.2194641944076719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092416614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9245799,0.00039178538,0.0000033351932,0.0030278482,0.000034699162,0.00028936932,0.000001978842,0.000030316007,0.071640775],"genre_scores_gemma":[0.99870324,0.000056305533,0.000018412355,0.0006173292,0.0002210994,0.000017969318,0.000019091447,0.000020089361,0.00032646916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880546,0.000019276169,0.00029534663,0.00033000324,0.00016941938,0.00038048148],"domain_scores_gemma":[0.99941564,0.00019619035,0.00011048706,0.00013739291,0.00010908413,0.00003122425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008287475,0.00015366687,0.00027742214,0.00018073253,0.00010746475,0.00034708116,0.00030805107,0.000089078494,0.0002856791],"category_scores_gemma":[0.00047881046,0.00011144385,0.000037818427,0.00049766124,0.00027445878,0.00076797773,0.0004326722,0.00051197683,0.00004388103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028457344,0.000095987445,0.775564,0.0016777081,0.0005214002,0.00008834429,0.019222938,0.00014678191,0.0018588034,0.14990094,0.014030355,0.034046963],"study_design_scores_gemma":[0.012743419,0.00029833362,0.6847167,0.000738245,0.000078486904,0.000047303573,0.013449514,0.13291365,0.0013663131,0.012394715,0.13985671,0.0013966343],"about_ca_topic_score_codex":0.0037644415,"about_ca_topic_score_gemma":0.0012608251,"teacher_disagreement_score":0.13750623,"about_ca_system_score_codex":0.00003291672,"about_ca_system_score_gemma":0.000033061875,"threshold_uncertainty_score":0.56907344},"labels":[],"label_agreement":null},{"id":"W3096875113","doi":"","title":"Single Family For Sale - Vancouver, British Columbia, Canada V6J 2K1 - Price $799,000","year":2017,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.02030353456328059,"score_gpt":0.18913828464617574,"score_spread":0.16883475008289514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096875113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60235924,0.000047228063,0.0002882067,0.00013831988,0.0029088685,0.00042211844,0.00004204855,0.00011747429,0.3936765],"genre_scores_gemma":[0.9273408,0.000004395302,0.00038561496,0.003992922,0.0012507696,0.000042084142,0.00004886133,0.000031832184,0.066902705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998989,8.3599315e-7,0.00021473026,0.00029446674,0.00012780605,0.00037320214],"domain_scores_gemma":[0.9991951,0.00004500604,0.00023556782,0.00039481712,0.00010740816,0.000022127368],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017169656,0.00010899322,0.00019550003,0.000024162779,0.00094851374,0.002960739,0.0004885778,0.00006661425,0.0011832721],"category_scores_gemma":[0.00013783194,0.00015642987,0.00006277776,0.00004785113,0.00003397629,0.0017775996,0.0001603043,0.000074670796,0.000045550325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008878698,0.000044797333,0.06503988,0.00011842432,0.000027518172,0.000015445396,0.0000031180382,0.000005548993,0.000023331306,0.00027879406,0.90945005,0.024984227],"study_design_scores_gemma":[0.00060258165,0.0000072764865,0.08027174,0.000036935824,0.000020120857,0.0000013162397,0.0000890885,0.0007294275,0.000013194358,0.002004616,0.91594875,0.00027492613],"about_ca_topic_score_codex":0.9882661,"about_ca_topic_score_gemma":0.99886066,"teacher_disagreement_score":0.3267738,"about_ca_system_score_codex":0.000070845876,"about_ca_system_score_gemma":0.00009336691,"threshold_uncertainty_score":0.99972975},"labels":[],"label_agreement":null},{"id":"W3101504112","doi":"","title":"Interactive and multimedia journalism: evaluating Canadian news media’s implementation of non-traditional storytelling elements in online features about the “Airbnb Effect”","year":2020,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renting; Interactive media; Multimedia; Globe; Storytelling; Journalism; Computer science; Digital media; News media; Adaptation (eye); Advertising; World Wide Web; Business; Political science; Art; Narrative; Psychology","score_opus":0.041626143790640925,"score_gpt":0.3130928586098983,"score_spread":0.2714667148192573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101504112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98459893,0.00012311156,0.0000031983698,0.00052099355,0.0008921275,0.0007795835,0.00004152395,0.000016995356,0.013023545],"genre_scores_gemma":[0.9968813,0.00009150284,0.00004094821,0.00005862416,0.0012269396,0.000007800364,0.0011520453,0.000032958684,0.00050790154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978877,0.00012548498,0.00042663442,0.00046890462,0.0005888599,0.00050242257],"domain_scores_gemma":[0.9983802,0.0005714947,0.0005061784,0.00019625829,0.0002501061,0.000095796524],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000952861,0.0002700491,0.0003804935,0.0016999881,0.00056286517,0.00030107758,0.0005229665,0.00018647777,0.00015808523],"category_scores_gemma":[0.00021421722,0.00025077767,0.00012023219,0.0007745814,0.00010479254,0.0010306953,0.00010323356,0.0013552295,0.000011232706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025308065,0.00018409865,0.89573866,0.0017850795,0.0010130396,0.0011323544,0.011693989,0.00019520118,0.0035930471,0.0031058618,0.004511347,0.07451653],"study_design_scores_gemma":[0.0018744654,0.00016215758,0.95882565,0.00057182787,0.00016693867,0.000007771679,0.026031489,0.0032608535,0.0015622884,0.0007406128,0.0063810064,0.00041491995],"about_ca_topic_score_codex":0.47172165,"about_ca_topic_score_gemma":0.8736554,"teacher_disagreement_score":0.4019337,"about_ca_system_score_codex":0.00057021127,"about_ca_system_score_gemma":0.00078160194,"threshold_uncertainty_score":0.99999446},"labels":[],"label_agreement":null},{"id":"W3102826750","doi":"","title":"Les réseaux d’échange de proximité au Québec","year":2012,"lang":"fr","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.050040418500074325,"score_gpt":0.2458589852363553,"score_spread":0.19581856673628098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102826750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55354834,0.008777948,0.0007580663,0.0134663135,0.0026340699,0.00030185914,0.000003222883,0.0001969998,0.42031318],"genre_scores_gemma":[0.9281719,0.000035725003,0.00040074612,0.0031689783,0.0065866923,0.000028328854,0.00001781315,0.000033396696,0.061556444],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986311,0.0000055835126,0.00022417592,0.00018865705,0.00009517573,0.0008552952],"domain_scores_gemma":[0.99948305,0.00005901515,0.00012400768,0.0002185007,0.00006232144,0.00005310764],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055027555,0.00022139287,0.00018867297,0.0001270035,0.00032137634,0.00026274653,0.00022156384,0.00018965326,0.013881429],"category_scores_gemma":[0.000101111145,0.00020164055,0.000109778026,0.00018254513,0.00006438141,0.003122253,0.0001818821,0.00019524274,0.007641981],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000121506455,0.00014715987,0.78367865,0.00042465582,0.00004870591,0.0000032665903,0.00043509057,0.0000068094623,0.0000065523336,0.13203153,0.016871693,0.06633376],"study_design_scores_gemma":[0.0002227182,0.000006167753,0.13468966,0.00008712007,0.00008190385,0.000007713725,0.0003556589,0.0014409588,0.00008873705,0.0012186487,0.8614911,0.00030960797],"about_ca_topic_score_codex":0.45798182,"about_ca_topic_score_gemma":0.11651202,"teacher_disagreement_score":0.8446194,"about_ca_system_score_codex":0.0003088657,"about_ca_system_score_gemma":0.00013644579,"threshold_uncertainty_score":0.9931307},"labels":[],"label_agreement":null},{"id":"W3106534120","doi":"","title":"Theorizing Relational Work in the Collaborative Economy: An Application to Peer-To-Peer Renting","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Renting; Sharing economy; Peer-to-peer; Work (physics); Computer science; Distributed computing; World Wide Web; Engineering","score_opus":0.023726465083174785,"score_gpt":0.23357717684578502,"score_spread":0.20985071176261025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106534120","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22127482,0.00011522733,0.15239866,0.30311537,0.00051254034,0.0028389913,0.00005847005,0.0004248568,0.31926104],"genre_scores_gemma":[0.9786038,0.0000051412458,0.014012025,0.0036827885,0.00031886483,0.00038191362,0.0014692141,0.00004494528,0.0014813434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975014,0.00044823528,0.00055376807,0.0008156099,0.0003696347,0.00031138147],"domain_scores_gemma":[0.9954396,0.00075516937,0.0005084105,0.001224085,0.0020163911,0.000056349232],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008066049,0.00029587795,0.00029911348,0.00032059345,0.00042967586,0.0014932029,0.0013990232,0.00019012633,0.000112585716],"category_scores_gemma":[0.0021592106,0.00028047967,0.00009707734,0.0012143953,0.000050887007,0.0007184697,0.0011164951,0.00065308454,0.00038812953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006596681,0.00024396095,0.019797072,0.0001399322,0.000051794563,0.0000028659742,0.020239878,0.0031365668,0.000088148976,0.9173855,0.008067097,0.03078121],"study_design_scores_gemma":[0.0006407494,6.749277e-7,0.05186915,0.0013329781,0.00007256635,0.0000017818957,0.0024358584,0.041221462,0.0005053155,0.14119278,0.7596284,0.0010983002],"about_ca_topic_score_codex":0.0008013435,"about_ca_topic_score_gemma":0.001877241,"teacher_disagreement_score":0.7761927,"about_ca_system_score_codex":0.000112048685,"about_ca_system_score_gemma":0.00013006812,"threshold_uncertainty_score":0.9999647},"labels":[],"label_agreement":null},{"id":"W3108073209","doi":"10.7238/o.n14.2011","title":"Collaborative consumption, a buzzword that has gone conceptual: Three shades of the sharing economy","year":2020,"lang":"en","type":"article","venue":"Oikonomics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec","funders":"","keywords":"Scope (computer science); Consumption (sociology); Conceptual framework; Sharing economy; Conceptual model; Business; Marketing; Knowledge management; Economy; Economics; Sociology; Computer science; Social science; World Wide Web","score_opus":0.08155282852664666,"score_gpt":0.2171626329366321,"score_spread":0.13560980440998543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108073209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96328706,0.00016240234,0.00036459102,0.0031970968,0.00031451898,0.00036366182,0.000023550545,0.00008370445,0.032203417],"genre_scores_gemma":[0.9956543,0.000012289563,0.00011381256,0.0036075246,0.00049040484,0.000018649527,0.000022335007,0.000021556085,0.000059160593],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.999193,0.0000027080332,0.0002823719,0.00028087499,0.0000504458,0.00019059837],"domain_scores_gemma":[0.99925566,0.00005413317,0.0003644965,0.0002512235,0.000056009598,0.000018501109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012161761,0.00016262318,0.00024961607,0.00004543883,0.00020316814,0.0003358611,0.0004824504,0.00007154826,0.00035403614],"category_scores_gemma":[0.00004618795,0.00013293051,0.000089319794,0.00018806134,0.00023093873,0.0010013545,0.00026663853,0.00014320061,0.00022812825],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008829175,0.00002781895,0.8572402,0.00015895114,0.00011231494,0.0000011658618,0.0006654183,0.00087291584,0.00013451042,0.13416591,0.0052736346,0.0012588847],"study_design_scores_gemma":[0.0028551214,0.000034179982,0.1608102,0.00020127761,0.00021633673,0.000003012353,0.0028389755,0.03741465,0.0034388995,0.031055972,0.760036,0.0010953943],"about_ca_topic_score_codex":0.000086778906,"about_ca_topic_score_gemma":0.00024192824,"teacher_disagreement_score":0.75476235,"about_ca_system_score_codex":0.000025927959,"about_ca_system_score_gemma":0.000044429464,"threshold_uncertainty_score":0.54207486},"labels":[],"label_agreement":null},{"id":"W3108770953","doi":"10.1080/0144929x.2020.1851770","title":"Motivations of collaborative obtainers and providers in Europe","year":2020,"lang":"en","type":"article","venue":"Behaviour and Information Technology","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Novelty; Sample (material); Key (lock); Business; Goods and services; Marketing; Knowledge management; Public relations; Psychology; Economics; Political science; Computer science; Social psychology; Economy","score_opus":0.010346066277638571,"score_gpt":0.19346543291721827,"score_spread":0.1831193666395797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108770953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902175,0.000021778931,0.0002007027,0.004290785,0.00001930461,0.00017564122,0.000004641384,0.00006587866,0.0050037447],"genre_scores_gemma":[0.9989162,0.000020882866,0.00016770087,0.00084490736,0.000010785396,0.000010140237,0.000021900614,0.0000022625288,0.000005198939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996614,8.6969413e-7,0.00018711475,0.000055138833,0.000029597646,0.000065890454],"domain_scores_gemma":[0.9997334,0.0000066460534,0.000117327,0.000039818777,0.00009745783,0.000005333875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052335283,0.00005219635,0.00008671028,0.00029428746,0.000034323046,0.000049678474,0.000050410494,0.000056488167,0.000013443154],"category_scores_gemma":[0.00014985805,0.000048510705,0.000004690169,0.00073537655,0.00005402556,0.00279137,0.0000614103,0.00007032454,0.000010902009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016039385,0.000009843286,0.8422914,0.00008107062,0.0000042139136,6.2140265e-7,0.0004799926,0.000022433747,0.000042106774,0.14472811,0.00050718396,0.011816984],"study_design_scores_gemma":[0.0023816058,0.00010455441,0.8881876,0.00006562836,0.0000381145,0.0000051072548,0.011815669,0.008312033,0.0009555002,0.004579322,0.08314808,0.00040682664],"about_ca_topic_score_codex":0.000040621086,"about_ca_topic_score_gemma":0.000011121165,"teacher_disagreement_score":0.14014877,"about_ca_system_score_codex":0.000003385805,"about_ca_system_score_gemma":0.000012883107,"threshold_uncertainty_score":0.20236759},"labels":[],"label_agreement":null},{"id":"W3110992525","doi":"10.1108/ejm-06-2019-0470","title":"Stabilising collaborative consumer networks: how technological mediation shapes relational work","year":2020,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Netnography; Context (archaeology); Sharing economy; Citizen journalism; Originality; Sociology; Mediation; Marketing; Work (physics); Value (mathematics); Business; Knowledge management; Qualitative research; Social media; Computer science; Engineering","score_opus":0.026775572360555718,"score_gpt":0.19026092948571227,"score_spread":0.16348535712515655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110992525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9225999,0.0011377719,0.016315056,0.015523532,0.0005804536,0.00021946982,0.0000022414936,0.00017762657,0.04344396],"genre_scores_gemma":[0.9949446,0.000030232533,0.0020184976,0.0009770461,0.0019864566,4.3906647e-7,0.0000055684936,0.000020535195,0.000016648015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892604,0.0001807747,0.0004082784,0.00014746518,0.00016848318,0.00016895766],"domain_scores_gemma":[0.9981794,0.0006712841,0.00081837625,0.000051203715,0.00025397856,0.000025778918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054500974,0.00012571683,0.00018624686,0.00011061314,0.00019628675,0.00033677794,0.00021421172,0.00003659274,0.00023462271],"category_scores_gemma":[0.005868081,0.00010229367,0.00007118819,0.0005282648,0.000061663595,0.0011457131,0.00011666168,0.00046075418,0.00005275338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036045387,0.00011330706,0.634157,0.00023316467,0.00038839277,0.0006441279,0.0006592909,0.023555262,0.00037631206,0.005888988,0.04924265,0.28113696],"study_design_scores_gemma":[0.002597964,0.00008440362,0.52630085,0.0007889029,0.00016046122,0.000035743084,0.0037145314,0.033909343,0.000024913978,0.0005975712,0.43095267,0.0008326553],"about_ca_topic_score_codex":1.8081434e-7,"about_ca_topic_score_gemma":3.3731905e-7,"teacher_disagreement_score":0.38171,"about_ca_system_score_codex":0.000019762918,"about_ca_system_score_gemma":0.000017967837,"threshold_uncertainty_score":0.7025065},"labels":[],"label_agreement":null},{"id":"W3111874686","doi":"10.1522/revueot.v29n3.1195","title":"La consommation collaborative en Europe : Démêler la dualité des rôles","year":2020,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Locale (computer software); Art; Computer science","score_opus":0.023258518086592395,"score_gpt":0.22579380797969348,"score_spread":0.20253528989310107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111874686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6803563,0.0065956074,0.0017562308,0.15789424,0.0011877859,0.0010539298,0.0003037795,0.0006836441,0.15016843],"genre_scores_gemma":[0.98407096,0.00051111536,0.0017299324,0.0018738351,0.0027404935,0.000031470645,0.00028500686,0.00008820215,0.0086689945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986409,0.00012477918,0.00045533682,0.0003732813,0.00012480884,0.000280919],"domain_scores_gemma":[0.9986856,0.00048072563,0.00028453328,0.00021780602,0.00028078927,0.000050525257],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037397793,0.00028345536,0.00030073646,0.00013947327,0.00045939788,0.0010805739,0.0002842381,0.00021613135,0.0016566102],"category_scores_gemma":[0.00096773123,0.0003091866,0.000073936506,0.00087091705,0.00027711922,0.0024548327,0.00019646218,0.00029140903,0.0015505381],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009948921,0.00054079946,0.21504016,0.005237212,0.00061209826,0.00023765182,0.05493258,0.00068184413,0.0020778822,0.43640327,0.1349857,0.14915131],"study_design_scores_gemma":[0.0004057922,0.000020942463,0.027211946,0.0004207639,0.00016209143,0.000020801079,0.0017002114,0.0012378491,0.0002905461,0.0031654625,0.9649939,0.00036972936],"about_ca_topic_score_codex":0.0013689481,"about_ca_topic_score_gemma":0.00046956085,"teacher_disagreement_score":0.83000815,"about_ca_system_score_codex":0.00014476034,"about_ca_system_score_gemma":0.00025230413,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W3112847158","doi":"10.1093/jcmc/zmaa016","title":"Identity Collision: Older Gay Men Using Technology","year":2020,"lang":"en","type":"article","venue":"Journal of Computer-Mediated Communication","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Homosexuality; Alienation; Human sexuality; Identity (music); Information and Communications Technology; Gender studies; Psychology; Thematic analysis; Sociology; Social psychology; Aesthetics; Qualitative research; Political science; Social science","score_opus":0.03708677878401652,"score_gpt":0.26887028789275064,"score_spread":0.23178350910873413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112847158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9405346,0.00068020273,0.04540012,0.009927693,0.00039614344,0.0001903708,0.0000014531789,0.000120330325,0.0027490917],"genre_scores_gemma":[0.99115604,0.000103718936,0.0062958123,0.0016691698,0.00074104185,0.0000011189943,0.000016382655,0.000013271046,0.0000034678903],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990704,0.000014413418,0.0005097536,0.00009625052,0.0001767876,0.00013240693],"domain_scores_gemma":[0.9984708,0.00007612632,0.0008369259,0.00027878917,0.0003141205,0.00002323614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042940123,0.00010842286,0.00024275879,0.0002952074,0.00016080757,0.00025129557,0.0008626634,0.000104406565,0.00007676977],"category_scores_gemma":[0.00009107301,0.00009815277,0.00007687224,0.00067276,0.000042189793,0.0023600801,0.00038367015,0.00035209302,0.000091564514],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014076652,0.0023261516,0.38233703,0.0016220276,0.0022927565,0.00037627394,0.0041712313,0.078142196,0.009068712,0.18317819,0.13964875,0.19542903],"study_design_scores_gemma":[0.0038823464,0.00012876625,0.029005975,0.0006019172,0.0002207377,0.00010827042,0.00069229887,0.8060628,0.00039827146,0.019426266,0.13882643,0.0006459155],"about_ca_topic_score_codex":0.000027957663,"about_ca_topic_score_gemma":0.0000053074496,"teacher_disagreement_score":0.7279206,"about_ca_system_score_codex":0.00003905474,"about_ca_system_score_gemma":0.00003499468,"threshold_uncertainty_score":0.40025538},"labels":[],"label_agreement":null},{"id":"W3120546945","doi":"10.1108/case.kellogg.2021.000066","title":"Should I Rent My Condo?","year":2020,"lang":"en","type":"article","venue":"Kellogg School of Management Cases","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renting; Liberian dollar; Landlord; Business; TRIPS architecture; Marketing; Quality (philosophy); Product (mathematics); Finance; Economics; Law; Political science; Engineering","score_opus":0.07280310114802419,"score_gpt":0.24270103195821507,"score_spread":0.1698979308101909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120546945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55724025,0.0005310151,0.00066703506,0.004973138,0.0008482148,0.00094776956,0.000014694453,0.00049063086,0.43428728],"genre_scores_gemma":[0.9870042,0.000041620868,0.00027761093,0.010683318,0.00074225315,0.000024339572,0.00004869733,0.00002508871,0.0011528443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876535,0.000004349727,0.0003835494,0.00035002644,0.00022448767,0.00027223967],"domain_scores_gemma":[0.9993372,0.000047299734,0.00023689536,0.00028507382,0.000053066116,0.000040440842],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019534488,0.00020617613,0.000275868,0.00017459382,0.000098092714,0.00017649378,0.00038862464,0.000055577246,0.0036316023],"category_scores_gemma":[0.00013248438,0.000189138,0.00012945176,0.0003228034,0.000047790065,0.0009247113,0.00035987952,0.00013781483,0.0022292072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005964473,0.00028109486,0.23062208,0.0035569784,0.00068785175,0.0009853464,0.00008559129,0.0015926645,0.00024419793,0.1353216,0.59740937,0.028616762],"study_design_scores_gemma":[0.0019110773,0.00007834944,0.030078346,0.00015963055,0.00033845918,0.0000062259883,0.0007686176,0.0031986977,0.00045943118,0.0048234854,0.9574869,0.0006907748],"about_ca_topic_score_codex":0.0001432382,"about_ca_topic_score_gemma":0.000014757078,"teacher_disagreement_score":0.43313444,"about_ca_system_score_codex":0.000016366628,"about_ca_system_score_gemma":0.000008003114,"threshold_uncertainty_score":0.9985477},"labels":[],"label_agreement":null},{"id":"W3121838099","doi":"","title":"“It's not my fault, I am in the right!” Exploration of neutralization in the justification of the support and use of a controversial technological collaborative consumption service","year":2018,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Chicoutimi","funders":"","keywords":"Consumption (sociology); Service (business); Business; Fault (geology); Computer security; Internet privacy; Computer science; Risk analysis (engineering); Law and economics; Sociology; Marketing; Geology","score_opus":0.036736412001012624,"score_gpt":0.23597470043303534,"score_spread":0.1992382884320227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121838099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779352,0.0000123975415,0.002661855,0.015370615,0.000042986827,0.0005537161,0.0000149087,0.000013909799,0.003394419],"genre_scores_gemma":[0.99906176,0.000035453995,0.00026152103,0.00050469517,0.000011394871,0.00002374709,0.00006621225,0.0000037597474,0.000031431744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99887705,0.0003836013,0.00034150542,0.0001504719,0.00015973528,0.00008765579],"domain_scores_gemma":[0.99764043,0.0006573098,0.0004745466,0.00043111958,0.00079260074,0.00000397353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027327396,0.00007883983,0.00012452228,0.000115646006,0.00012404517,0.00010491729,0.00039809183,0.000074061056,0.000025408075],"category_scores_gemma":[0.00069297204,0.000048428705,0.000026412601,0.0007831955,0.00029074788,0.0008290906,0.000092567876,0.000101912636,0.000003367715],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015708905,0.000588623,0.11093121,0.00024318471,0.000024201398,5.055883e-7,0.025693286,0.00014980357,0.008154917,0.847498,0.00066569506,0.005893505],"study_design_scores_gemma":[0.002605094,0.0000048681113,0.8227478,0.000977027,0.0001327418,0.0000047453564,0.009216306,0.04616951,0.07076637,0.010224077,0.036781818,0.00036965046],"about_ca_topic_score_codex":0.0008075251,"about_ca_topic_score_gemma":0.008893487,"teacher_disagreement_score":0.8372739,"about_ca_system_score_codex":0.000013096317,"about_ca_system_score_gemma":0.000027103246,"threshold_uncertainty_score":0.49627748},"labels":[],"label_agreement":null},{"id":"W3123937330","doi":"10.1509/jmr.15.0204","title":"The Rise of the Sharing Economy: Estimating the Impact of Airbnb on the Hotel Industry","year":2017,"lang":"en","type":"article","venue":"Journal of Marketing Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Sharing economy; Business; Revenue; Economic impact analysis; Hotel industry; Goods and services; Economies of scale; Revenue sharing; Hospitality industry; Industrial organization; Commerce; Marketing; Economy; Economics; Tourism; Microeconomics; Finance","score_opus":0.10644546815381899,"score_gpt":0.36700672502150156,"score_spread":0.26056125686768256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123937330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9543456,0.000096133816,0.0000035126152,0.004951102,0.00024971593,0.00019542345,0.000001183947,0.0000034665125,0.040153876],"genre_scores_gemma":[0.99840903,0.000015348256,0.00001699213,0.00006117231,0.0011455542,0.0000039689403,1.1414943e-7,0.000015551293,0.00033224688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982918,0.00014862043,0.0005662357,0.00012749113,0.00046067615,0.00040518722],"domain_scores_gemma":[0.9925991,0.0042469045,0.0017215211,0.00091546064,0.0004987023,0.0000182586],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.037125066,0.00012482074,0.00021310642,0.0001289228,0.0022451666,0.0010742187,0.0028392617,0.000099734076,0.00016876946],"category_scores_gemma":[0.015326119,0.000046037505,0.0002851213,0.00019203457,0.0004153586,0.0006891194,0.00094841904,0.0019609393,0.000010413506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010247775,0.00008545287,0.9415229,0.00019005431,0.00034141648,0.0000074387613,0.0002786188,0.003934076,0.00010472065,0.0033921553,0.016024305,0.033094067],"study_design_scores_gemma":[0.00046437886,0.000045886994,0.9364999,0.0011392619,0.00003233484,0.000015075437,0.001186597,0.03991041,0.00014913388,0.015851926,0.0045887553,0.0001163334],"about_ca_topic_score_codex":0.0005970596,"about_ca_topic_score_gemma":0.000030962186,"teacher_disagreement_score":0.044063464,"about_ca_system_score_codex":0.000075432006,"about_ca_system_score_gemma":0.0001612791,"threshold_uncertainty_score":0.99996275},"labels":[],"label_agreement":null},{"id":"W3125239197","doi":"","title":"The Economic Functions of Referrals and Referral Fee","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Referral; Matching (statistics); Business; Real estate; Estate; Finance; Actuarial science; Marketing; Medicine; Family medicine","score_opus":0.024917015511411265,"score_gpt":0.20972890503582553,"score_spread":0.18481188952441427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125239197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9404367,0.0026780444,0.000113053,0.001989302,0.00055758544,0.00008373589,0.0000010564787,0.00002936071,0.054111153],"genre_scores_gemma":[0.9925006,0.0017647732,0.0000042856977,0.0001402268,0.00085243117,0.0000024818082,0.0000016132543,0.000010122591,0.004723477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988986,0.000003858425,0.00022251702,0.000098752585,0.000054119097,0.00072214304],"domain_scores_gemma":[0.9996197,0.000035201585,0.00019498215,0.000115639355,0.000025675125,0.000008807243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077968393,0.00008518997,0.0001064669,0.000082681836,0.00041052417,0.00017907008,0.0001649729,0.000038664824,0.00022720646],"category_scores_gemma":[0.00002684945,0.000058184327,0.000057458114,0.00005975246,0.000042348292,0.0006988641,0.000042183852,0.0005196128,0.00020269278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005287557,0.000021447511,0.014387857,0.000014042586,0.00018372941,7.2967924e-7,0.000034412707,0.00009472206,0.000032924545,0.89461535,0.0074830824,0.083078854],"study_design_scores_gemma":[0.0010288055,0.0000799976,0.007880108,0.000024797975,0.0000930003,0.00019558267,0.0016042835,0.0042765876,0.000014490127,0.5106183,0.47388858,0.00029542664],"about_ca_topic_score_codex":0.0001535343,"about_ca_topic_score_gemma":0.0014064813,"teacher_disagreement_score":0.4664055,"about_ca_system_score_codex":0.00014762959,"about_ca_system_score_gemma":0.000067992485,"threshold_uncertainty_score":0.31574616},"labels":[],"label_agreement":null},{"id":"W3138990748","doi":"10.1051/e3sconf/202124408025","title":"User interest in car sharing as an indicator of sustainable urban agglomeration development","year":2021,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sharing economy; Urban agglomeration; The Internet; Business; Car sharing; Population; Service (business); Sustainable development; Work (physics); Marketing; Geography; Economic geography; World Wide Web; Computer science; Transport engineering; Engineering","score_opus":0.03670903518861612,"score_gpt":0.24103859021615637,"score_spread":0.20432955502754024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138990748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96718687,0.000055551467,0.000016274902,0.00006474322,0.00008713916,0.00008673198,5.619043e-7,0.00001560338,0.032486532],"genre_scores_gemma":[0.9990398,0.0000051506513,0.000086350694,0.000092210415,0.00008479796,0.000009817355,0.000049718867,0.0000055501832,0.00062656234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924743,0.0000039506626,0.00031880994,0.00019042773,0.000081980266,0.00015740021],"domain_scores_gemma":[0.9994991,0.000019562101,0.00020078922,0.0001328112,0.00013732645,0.000010401552],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028014113,0.0000895575,0.0001856785,0.000239543,0.000046715933,0.00013844704,0.00020182495,0.00005368262,0.00091777404],"category_scores_gemma":[0.000073241485,0.00008480826,0.00002394247,0.00021561983,0.000029643807,0.001030718,0.00013458032,0.000073899035,0.000026693231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015998587,0.0000639434,0.6772591,0.00018395322,0.000018990293,0.000011435917,0.00035634605,0.000010475014,0.00021083019,0.32017747,0.000081998274,0.0016094538],"study_design_scores_gemma":[0.0013280952,0.000051060037,0.747876,0.00051468436,0.00003873412,0.0000024928706,0.019436741,0.0017291115,0.03180865,0.021774935,0.17483793,0.0006015831],"about_ca_topic_score_codex":0.0010062678,"about_ca_topic_score_gemma":0.0017061783,"teacher_disagreement_score":0.29840252,"about_ca_system_score_codex":0.000017416593,"about_ca_system_score_gemma":0.00044593355,"threshold_uncertainty_score":0.9999955},"labels":[],"label_agreement":null},{"id":"W3153839150","doi":"10.3390/soc11020034","title":"Accessibility in Inclusive Tourism? Hotels Distributed through Online Channels","year":2021,"lang":"en","type":"article","venue":"Societies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Accommodation; Agency (philosophy); Adaptation (eye); Business; Per capita; Distribution (mathematics); Marketing; Descriptive statistics; Geography; Psychology; Sociology","score_opus":0.030579020879558057,"score_gpt":0.2715440365951783,"score_spread":0.24096501571562023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153839150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98795396,0.0003492046,0.00025464583,0.003054767,0.00059552485,0.00012127248,0.000043608565,0.00010112427,0.007525909],"genre_scores_gemma":[0.9941373,0.000048735958,0.00017946825,0.003345349,0.0010774083,0.000012886025,0.0005497368,0.000012647253,0.00063647865],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990779,0.000005873954,0.00024386118,0.00028308193,0.00012193263,0.0002673169],"domain_scores_gemma":[0.9994943,0.000054422657,0.00011508339,0.00021367683,0.00011527331,0.000007207327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020316358,0.00013974664,0.00021842335,0.00003324062,0.00016805356,0.00028045496,0.00020560346,0.00011410562,0.00059917354],"category_scores_gemma":[0.00015771348,0.00013061099,0.00010244982,0.00033104638,0.000060322967,0.0015337438,0.00042162853,0.0002009009,0.000067428395],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022802687,0.0023926613,0.71029997,0.0027780784,0.00044571044,0.00058192195,0.01154162,0.0020789295,0.0006423311,0.046310376,0.20216501,0.020535354],"study_design_scores_gemma":[0.0016891226,0.00001086709,0.262763,0.00021346561,0.00005192947,0.0000039343818,0.014246437,0.0032362584,0.0017138439,0.5736311,0.14159179,0.0008482444],"about_ca_topic_score_codex":0.00029411577,"about_ca_topic_score_gemma":0.0002243608,"teacher_disagreement_score":0.52732074,"about_ca_system_score_codex":0.000060495164,"about_ca_system_score_gemma":0.00004531876,"threshold_uncertainty_score":0.656053},"labels":[],"label_agreement":null},{"id":"W3156696790","doi":"10.3390/su13084213","title":"Impacts of the Sharing Economy on Urban Sustainability: The Perceptions of Municipal Governments and Sharing Organisations","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Research Council; Lunds Universitet","keywords":"Sharing economy; Sustainability; Negotiation; Business; Car sharing; Accommodation; Urban economics; Sustainable development; Environmental planning; Political science; Geography; Engineering; Transport engineering; Civil engineering","score_opus":0.012272988637344365,"score_gpt":0.23652949778445614,"score_spread":0.2242565091471118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156696790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914354,0.000030249765,0.000016586553,0.002850686,0.00008332381,0.00048450794,0.0000075669723,0.000023489387,0.0050681895],"genre_scores_gemma":[0.9991773,0.0000026395014,0.000007279868,0.00032503088,0.00011429237,0.000023844925,0.00000794721,0.000013517943,0.00032815294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880415,0.000017075809,0.00039305197,0.0003584983,0.00014495561,0.00028225456],"domain_scores_gemma":[0.99802196,0.00015490138,0.0002563847,0.0009519405,0.00059645326,0.000018338389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007803915,0.00015473925,0.00022259263,0.000057633126,0.00041502123,0.00016362793,0.0004388521,0.00006705742,0.0002585192],"category_scores_gemma":[0.001758821,0.00010568444,0.00012825536,0.00038355496,0.00025260818,0.00067430217,0.0009339704,0.00021577135,0.0000027445901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002020602,0.000105900486,0.90644884,0.0005678263,0.00003146241,9.0257134e-7,0.001321101,0.00019623026,0.000015433592,0.09073783,0.0000662255,0.0004880265],"study_design_scores_gemma":[0.00029422314,0.000011362629,0.82318413,0.00003349234,0.00005951467,0.000001472903,0.021299569,0.0013751254,0.00014860641,0.15090734,0.002556008,0.00012916423],"about_ca_topic_score_codex":0.0019025037,"about_ca_topic_score_gemma":0.0005400585,"teacher_disagreement_score":0.08326473,"about_ca_system_score_codex":0.00055777375,"about_ca_system_score_gemma":0.00021748026,"threshold_uncertainty_score":0.43096864},"labels":[],"label_agreement":null},{"id":"W3157570867","doi":"","title":"The impact of Airbnb in the urban arena","year":2016,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renting; Gentrification; Quarter (Canadian coin); Tourism; Real estate; Business; Urban sprawl; Population; Residential real estate; Economic geography; Geography; Economic growth; Economics; Urban planning; Political science; Finance; Sociology","score_opus":0.018884243776093986,"score_gpt":0.2273817156703328,"score_spread":0.2084974718942388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157570867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8442725,0.000030736748,0.000040925326,0.0012487873,0.00007063379,0.00008891129,7.0586816e-7,0.000017277538,0.15422952],"genre_scores_gemma":[0.99879473,0.000005172307,0.0000024893952,0.0002913487,0.00021954416,0.000004701212,8.7624466e-7,0.0000032626294,0.0006778949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996507,0.0000020130503,0.00011335341,0.00006133649,0.00004932872,0.0001232293],"domain_scores_gemma":[0.9996078,0.00013662547,0.00006191414,0.00017514409,0.00001645804,0.0000020340788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003742486,0.000052672152,0.0000564886,0.000039662347,0.000060280312,0.00008061404,0.00025099234,0.000018037656,0.00034758297],"category_scores_gemma":[0.00005512013,0.000015667041,0.00005726765,0.000114903465,0.000027107162,0.0004335572,0.000038862632,0.000032896627,0.00018777171],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039581573,0.000038334238,0.7868554,0.000011717285,0.000026421994,0.0000015808818,0.00008395491,0.000010988135,0.00007041984,0.112374105,0.061902273,0.038585246],"study_design_scores_gemma":[0.00047159015,0.000012439804,0.8971001,0.00003572316,0.0000066582584,9.89381e-7,0.0002355631,0.00045093495,0.00005691198,0.034311473,0.067202106,0.00011554229],"about_ca_topic_score_codex":0.00120549,"about_ca_topic_score_gemma":0.00030428532,"teacher_disagreement_score":0.15452221,"about_ca_system_score_codex":0.000008193761,"about_ca_system_score_gemma":0.0000067933133,"threshold_uncertainty_score":0.38057896},"labels":[],"label_agreement":null},{"id":"W3158879803","doi":"10.36939/cjur/vol29no1/art274","title":"Short-term rentals in Canada: Uneven growth, uneven impacts","year":2020,"lang":"en","type":"article","venue":"Canadian journal of urban research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Renting; Metropolitan area; Revenue; Business; Accommodation; Term (time); Sharing economy; Affordable housing; Geography; Agricultural economics; Demographic economics; Finance; Economic growth; Economics; Political science","score_opus":0.09875319455384013,"score_gpt":0.269424334892808,"score_spread":0.17067114033896785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158879803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98470384,0.00040081373,0.0000025980444,0.005403279,0.00026350777,0.00014679537,0.000011508703,0.0000040202576,0.009063668],"genre_scores_gemma":[0.9979181,0.000012296883,0.000009611371,0.0009438052,0.001018166,0.0000019720349,0.000009875165,0.000020430029,0.00006573019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832416,0.000024583727,0.0004257773,0.00016573844,0.00036896186,0.00069077243],"domain_scores_gemma":[0.99901927,0.000099576966,0.00010502714,0.00012670187,0.00030047944,0.00034897175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011392627,0.00012223732,0.00026247816,0.00065864704,0.00015136664,0.0002995498,0.0006493435,0.00005983544,0.00048755264],"category_scores_gemma":[0.00058504695,0.000113464244,0.00006249427,0.0008202528,0.000055507,0.00095369667,0.0000586924,0.00071245484,0.00006785178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040248324,0.0000062146764,0.8873273,0.00010886792,0.000026236592,0.0012535761,0.00012608552,0.000026591788,0.000037435515,0.0014172132,0.108634606,0.0009955891],"study_design_scores_gemma":[0.0007467949,0.000053042044,0.91121364,0.00034172685,0.000014583011,0.000036742116,0.0009098569,0.00029319443,0.00012756183,0.0024200045,0.08351813,0.00032470108],"about_ca_topic_score_codex":0.9418274,"about_ca_topic_score_gemma":0.9892029,"teacher_disagreement_score":0.047375508,"about_ca_system_score_codex":0.00083575735,"about_ca_system_score_gemma":0.0045675375,"threshold_uncertainty_score":0.81026155},"labels":[],"label_agreement":null},{"id":"W3158890363","doi":"10.1145/3449244","title":"Exploring the Tensions between the Owners and the Drivers of Uber Cars in Urban Bangladesh","year":2021,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Negotiation; Car sharing; General partnership; Sharing economy; Work (physics); Business; Power (physics); Public relations; Advertising; Political science; Engineering; Transport engineering","score_opus":0.11074016704092161,"score_gpt":0.2661741381228087,"score_spread":0.1554339710818871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158890363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914276,0.0000134057755,0.0000044568915,0.0054460005,0.0005143256,0.00020837477,7.732439e-7,0.000017463917,0.002367598],"genre_scores_gemma":[0.99850893,0.000009817889,0.000040887753,0.0007021944,0.0006305059,0.000020465115,0.0000023741013,0.000011066042,0.00007374696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923366,0.0000061619608,0.00027841923,0.00018930944,0.00015417278,0.000138264],"domain_scores_gemma":[0.99895304,0.00028495642,0.0003283035,0.0002854276,0.00014273661,0.0000055265687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047357022,0.00012279609,0.00018170278,0.00009972443,0.00029036685,0.00021070619,0.0007236555,0.000030671537,0.000016433869],"category_scores_gemma":[0.00020076684,0.00005455749,0.00011152344,0.00027441906,0.0001287316,0.0010158508,0.00072433037,0.00031999216,0.0000056118624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037369755,0.00021148448,0.77875936,0.0005784988,0.0007086243,0.000003369207,0.018837823,0.00084542576,0.0028227714,0.09580895,0.034751713,0.066298254],"study_design_scores_gemma":[0.0024364577,0.000044012893,0.90252936,0.0012928138,0.00035085808,0.000017008868,0.009851224,0.0066728243,0.009734952,0.025687464,0.04096082,0.00042220746],"about_ca_topic_score_codex":0.00029559399,"about_ca_topic_score_gemma":0.000034146677,"teacher_disagreement_score":0.123769976,"about_ca_system_score_codex":0.000026389274,"about_ca_system_score_gemma":0.000005461426,"threshold_uncertainty_score":0.22332965},"labels":[],"label_agreement":null},{"id":"W3159812863","doi":"10.3390/jrfm14050208","title":"Evaluation of Market with Accommodation Facilities Considering Risk Influence—Case Study Slovakia","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accommodation; Renting; Occupancy; Real estate; Tourism; Business; Cash flow; Market risk; Distribution (mathematics); Capitalization rate; Valuation (finance); Risk management; Finance; Economics; Geography; Real estate investment trust","score_opus":0.02281754932304956,"score_gpt":0.23105014542184416,"score_spread":0.2082325960987946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159812863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958266,0.00021368921,0.0013365658,0.000015848138,0.00015432309,0.00022698159,0.000004471023,0.000007000359,0.0022144928],"genre_scores_gemma":[0.99917036,0.00015974078,0.00043742178,0.000036827183,0.00015583617,0.0000063094135,0.0000015759501,0.000005967785,0.000025982077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891794,0.000037043494,0.00042505673,0.0001321173,0.00037823568,0.00010960701],"domain_scores_gemma":[0.99851257,0.000057572808,0.0006929181,0.00013310999,0.00059282157,0.000011019535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024338134,0.000111522786,0.00022713337,0.00022684505,0.00016655975,0.00014876056,0.00007175927,0.000029952096,0.000083414896],"category_scores_gemma":[0.0003200284,0.00009005256,0.00004815576,0.0002201601,0.000029684776,0.0010313465,0.00010102113,0.00014593644,0.000001957504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017750706,0.00021781398,0.6411218,0.00018626549,0.00016638693,0.00062175456,0.000849611,0.004634329,0.0000022371107,0.0010740821,0.0001992225,0.35074902],"study_design_scores_gemma":[0.0037131908,0.00011919724,0.94426775,0.00019023134,0.0016473698,0.0002131019,0.02284183,0.0030912424,0.00002052042,0.010468316,0.013179504,0.00024774906],"about_ca_topic_score_codex":0.00047512967,"about_ca_topic_score_gemma":0.0007742076,"teacher_disagreement_score":0.35050127,"about_ca_system_score_codex":0.000026106743,"about_ca_system_score_gemma":0.000044551663,"threshold_uncertainty_score":0.3672237},"labels":[],"label_agreement":null},{"id":"W3160082083","doi":"10.5539/jms.v11n2p1","title":"Does Sharing Economy Have a Moral Capital? Comparing Semantic Networks in Social Media and News Media","year":2021,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Moral economy; Social capital; Capital (architecture); Individual capital; Social media; Business; Moral disengagement; Sharing economy; Financial capital; Economics; Political science; Market economy; Human capital; Law","score_opus":0.01844489627608106,"score_gpt":0.22334753974199517,"score_spread":0.2049026434659141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160082083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99310654,0.00037053568,0.00031901852,0.001484094,0.00033483037,0.00017108694,3.171957e-7,0.000015343572,0.0041982154],"genre_scores_gemma":[0.99849975,0.00010695048,0.000088169036,0.0002649904,0.00093297416,0.0000050996027,0.0000067261294,0.000011879824,0.00008347836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864465,0.0000149814805,0.0005893572,0.00029173063,0.00012322488,0.00033603644],"domain_scores_gemma":[0.99920213,0.00011671407,0.00031985677,0.00013835344,0.00018956779,0.000033348908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010462448,0.00018370106,0.0004509338,0.00029969163,0.00017420655,0.0005577431,0.00017983708,0.00008061464,0.000058758204],"category_scores_gemma":[0.00016073952,0.00013721893,0.00009169507,0.00019044234,0.00008127931,0.0015012053,0.00049071456,0.00030973877,0.0000010328963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007929334,0.00006735769,0.95820594,0.0007047827,0.00006446553,0.00025980608,0.00071731536,0.00033399064,6.565555e-8,0.028438969,0.00021261029,0.01091542],"study_design_scores_gemma":[0.0014555658,0.0000058580854,0.69154656,0.000075905096,0.000104966995,0.000009637113,0.018832238,0.009078762,0.0000011177599,0.27491552,0.003726293,0.00024758978],"about_ca_topic_score_codex":0.00012859842,"about_ca_topic_score_gemma":0.0016213907,"teacher_disagreement_score":0.26665938,"about_ca_system_score_codex":0.00010848799,"about_ca_system_score_gemma":0.000028807326,"threshold_uncertainty_score":0.55956256},"labels":[],"label_agreement":null},{"id":"W3160708223","doi":"10.29173/pathfinder36","title":"Best Practices &amp; Qualities of Recreational Dementia Friendly Reading Materials","year":2021,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Reading (process); Recreation; Environmentally friendly; User Friendly; Psychology; Medicine; Computer science; Political science; Disease; Pathology","score_opus":0.10641085429927732,"score_gpt":0.3551282208326457,"score_spread":0.2487173665333684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160708223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916817,0.000107341446,0.00030102313,0.0004927093,0.0014483603,0.0002114119,0.00007071632,0.000006337948,0.0056804223],"genre_scores_gemma":[0.99778026,0.000013993187,0.0005443447,0.0008291021,0.0002467241,0.000020950367,0.0000589457,0.000005326863,0.00050034875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984366,0.000010213421,0.00053547294,0.00013057767,0.00056552625,0.0003215732],"domain_scores_gemma":[0.9976024,0.0000704398,0.00086792756,0.00010666383,0.0012575594,0.00009501063],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0024278758,0.00010847671,0.00016610377,0.0005241338,0.00124804,0.002251081,0.0003216088,0.00005577298,0.000410942],"category_scores_gemma":[0.00097507954,0.0000911054,0.000042342035,0.0003417083,0.000113276685,0.0105063245,0.000091872906,0.00010612611,0.00003127094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081751314,0.000071979106,0.86527336,0.0005472971,0.00021766312,0.000007654926,0.011594824,0.000046767458,0.00073281274,0.10284036,0.0069027795,0.011682761],"study_design_scores_gemma":[0.0018113009,0.000059712464,0.6260791,0.0011024605,0.00017945058,0.00008206982,0.038974933,0.000060310605,0.0011817382,0.011559895,0.31819198,0.0007171106],"about_ca_topic_score_codex":0.0057318094,"about_ca_topic_score_gemma":0.0024565365,"teacher_disagreement_score":0.3112892,"about_ca_system_score_codex":0.000046252542,"about_ca_system_score_gemma":0.0010039759,"threshold_uncertainty_score":0.99878466},"labels":[],"label_agreement":null},{"id":"W3163571544","doi":"10.3390/su13105662","title":"From User to Provider: Switching Over in the Collaborative Economy","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; McGill University; Université du Québec","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sharing economy; Switchover; Business; Process (computing); Resource (disambiguation); Marketing; Public relations; Engineering; Computer science; Political science","score_opus":0.008446908011176969,"score_gpt":0.23921295164108783,"score_spread":0.23076604362991085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163571544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757613,0.000036109315,0.00019213276,0.010366405,0.00014164949,0.0005382606,0.000003615204,0.000036472018,0.01292404],"genre_scores_gemma":[0.992714,3.774532e-7,0.000072149385,0.0063879946,0.0005326556,0.00008275782,0.000022758795,0.000008569378,0.00017876035],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990854,0.000019566742,0.00022131615,0.0003478404,0.000073914685,0.00025192593],"domain_scores_gemma":[0.9990202,0.00016932639,0.00006888243,0.00039438254,0.00033671432,0.000010445722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005940597,0.000121740275,0.00015962055,0.000071600334,0.00013209354,0.0005479585,0.00022917641,0.00005118888,0.0003992091],"category_scores_gemma":[0.0008691892,0.00009321774,0.000046622517,0.00055575086,0.000017618739,0.0013056265,0.00018831118,0.00016196008,0.00006845784],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096200696,0.00017981889,0.8933767,0.00025056812,0.000029480372,0.00009725691,0.0039851633,0.0003786961,0.000010605221,0.0848464,0.006902508,0.0098466175],"study_design_scores_gemma":[0.0003551423,0.0000045401066,0.28242683,0.000013938338,0.000012104362,3.6807282e-7,0.014573829,0.00036682948,0.000045528424,0.2938321,0.4081753,0.00019351744],"about_ca_topic_score_codex":0.0033655672,"about_ca_topic_score_gemma":0.0027112165,"teacher_disagreement_score":0.6109499,"about_ca_system_score_codex":0.00021361186,"about_ca_system_score_gemma":0.00022880147,"threshold_uncertainty_score":0.5283976},"labels":[],"label_agreement":null},{"id":"W3165861746","doi":"10.1080/08961530.2021.1907828","title":"How Digital Platforms Materialize Sustainable Collaborative Consumption: A Brazilian and Canadian Bike-Sharing Case Study","year":2021,"lang":"en","type":"article","venue":"Journal of International Consumer Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Sharing economy; Sustainable consumption; Materiality (auditing); Consumption (sociology); Bike sharing; Business; Shared resource; Sustainable development; Environmental economics; Sustainability; Political science; Sociology; Computer science; Engineering; Economics; Computer security; World Wide Web; Ecology","score_opus":0.016182665217536325,"score_gpt":0.23467356575162637,"score_spread":0.21849090053409004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165861746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931609,0.00027107124,0.00001929571,0.00063881156,0.00079364673,0.00015001744,0.00001584117,0.000015156125,0.004935241],"genre_scores_gemma":[0.99761844,0.000030861134,0.00011409882,0.00028374646,0.00059037603,0.000004751179,0.000016864247,0.000017683658,0.0013231521],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988353,0.000007296523,0.00044098002,0.00021635431,0.0002269614,0.00027306774],"domain_scores_gemma":[0.9980512,0.0001240989,0.0005039674,0.000109577624,0.001148183,0.000062939485],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010760644,0.00016811804,0.00024370545,0.00045144494,0.0003047017,0.0035131732,0.00020277909,0.000057488232,0.0004834621],"category_scores_gemma":[0.0011073999,0.00015205011,0.000061634746,0.00021660858,0.00004495422,0.00394976,0.00021418325,0.00020344819,0.000011975555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017827489,0.00007139607,0.97391677,0.00012605637,0.00037269382,0.018189287,0.00030908905,0.00000884567,0.000031883053,0.0021946132,0.00092097477,0.0036801058],"study_design_scores_gemma":[0.0122442655,0.00014363279,0.287504,0.001379497,0.0006142507,0.045513477,0.24005082,0.0039039205,0.00021692568,0.006868815,0.3993975,0.0021628963],"about_ca_topic_score_codex":0.0026577949,"about_ca_topic_score_gemma":0.0067256666,"teacher_disagreement_score":0.6864128,"about_ca_system_score_codex":0.00014901518,"about_ca_system_score_gemma":0.00019788371,"threshold_uncertainty_score":0.9975213},"labels":[],"label_agreement":null},{"id":"W3167597761","doi":"10.7202/1076662ar","title":"Airbnb, le partage du logement et le droit au logement à Montréal","year":2020,"lang":"fr","type":"article","venue":"Nouvelles pratiques sociales","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.03966651812826154,"score_gpt":0.23349201730708455,"score_spread":0.19382549917882302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167597761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44169304,0.013708745,0.0063151796,0.43787545,0.002866029,0.0017936461,0.00014616182,0.0006864993,0.094915256],"genre_scores_gemma":[0.9726822,0.0011455518,0.0007963861,0.017891197,0.004143679,0.00008152441,0.0002971448,0.00007904542,0.0028833116],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975689,0.00005680951,0.0007208116,0.0006408812,0.00029930734,0.00071331474],"domain_scores_gemma":[0.99882007,0.00013281139,0.00052714924,0.00025991915,0.00017551918,0.00008450623],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007707468,0.00048269855,0.00055946404,0.00009624312,0.0007647277,0.00073921256,0.00047980621,0.0003410592,0.00094220927],"category_scores_gemma":[0.0002251067,0.0005435362,0.00028324322,0.00028106547,0.00028761238,0.0021072552,0.00055773417,0.00041443398,0.0012500361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009080711,0.00054401555,0.015079926,0.0009095049,0.0003403221,0.00007015986,0.0071205474,0.00023639316,0.00006957998,0.85453093,0.110743314,0.010264523],"study_design_scores_gemma":[0.0014853197,0.00008916348,0.007783254,0.00020562478,0.0001547738,0.0000019036132,0.0151824895,0.0026635965,0.00047245028,0.01084711,0.9602967,0.00081762864],"about_ca_topic_score_codex":0.029762112,"about_ca_topic_score_gemma":0.02815018,"teacher_disagreement_score":0.84955335,"about_ca_system_score_codex":0.00024068893,"about_ca_system_score_gemma":0.0018553007,"threshold_uncertainty_score":0.9999711},"labels":[],"label_agreement":null},{"id":"W3169511155","doi":"10.31410/tmt.2020.555","title":"ONLINE PLATFORMS AS MODERN TOOLS IN TOURISM IN EXTRAORDINARY TIMES: CASE FOR FURTHER DIGITALIZATION IN WESTERN BALKANS","year":2020,"lang":"en","type":"book-chapter","venue":"International Thematic Monograph. Modern Management Tools and Economy of Tourism Sector in Present Era","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"European union; Tourism; Convergence (economics); The Internet; Accommodation; Quarter (Canadian coin); Argument (complex analysis); Economy; Business model; Digital economy; Western europe; Sharing economy; Business; Political science; Geography; Economics; Marketing; International trade; Economic growth; Computer science","score_opus":0.05067832366431656,"score_gpt":0.2514842116240489,"score_spread":0.2008058879597323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169511155","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3481095,0.00093299476,0.010203514,0.0023071663,0.000710156,0.006973288,0.00039220267,0.00012506093,0.6302461],"genre_scores_gemma":[0.9873237,0.000320824,0.0007078665,0.0006906822,0.00057453313,0.00044018027,0.0009993021,0.00012759281,0.008815293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99703074,0.0000066214066,0.0015451041,0.00079272897,0.0002334081,0.00039140705],"domain_scores_gemma":[0.99861294,0.00023804395,0.00070792105,0.00035099732,0.000052505566,0.000037614725],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049511896,0.0005700233,0.00087000174,0.0018604245,0.000037168844,0.000508648,0.00057688216,0.00027916164,0.0002927628],"category_scores_gemma":[0.000032829983,0.00058251567,0.00024053718,0.00013329822,0.00005792903,0.0028146592,0.0004380636,0.00037784365,0.000016072641],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025759856,0.0034078795,0.08071055,0.01537462,0.0030015933,0.008084488,0.0057257656,0.061681457,0.000010035382,0.4706669,0.004368751,0.344392],"study_design_scores_gemma":[0.0027742784,0.000042426727,0.0022813547,0.0017097467,0.00006118638,0.000028137662,0.00039002023,0.24943447,0.0000021771673,0.7354528,0.007079584,0.00074383535],"about_ca_topic_score_codex":0.0003519651,"about_ca_topic_score_gemma":0.0011086868,"teacher_disagreement_score":0.6392142,"about_ca_system_score_codex":0.00013340171,"about_ca_system_score_gemma":0.00002002426,"threshold_uncertainty_score":0.99966264},"labels":[],"label_agreement":null},{"id":"W3170903329","doi":"10.20944/preprints202104.0636.v1","title":"From User to Provider: Switching over in the Collaborative Economy","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; HEC Montréal; Université du Québec à Chicoutimi","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sharing economy; Business; Process (computing); Resource (disambiguation); Marketing; Public relations; Political science","score_opus":0.07437889131016559,"score_gpt":0.2994652210625218,"score_spread":0.22508632975235623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170903329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9446388,0.0000683554,0.00010382632,0.0022006414,0.0008503407,0.0011326724,0.0000119781225,0.000099325414,0.050894048],"genre_scores_gemma":[0.9903157,0.00001009911,0.00013412388,0.0068480736,0.0017705933,0.00043535285,0.00017518082,0.0000420559,0.00026884835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977286,0.000032436186,0.000575499,0.0010954418,0.00018572132,0.00038234016],"domain_scores_gemma":[0.9980491,0.00016402142,0.00039403056,0.0012246665,0.00014438442,0.000023818593],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00095874374,0.0004051176,0.0004930682,0.00026558238,0.00014669274,0.0008425009,0.0011331298,0.00026900668,0.002482721],"category_scores_gemma":[0.00031409602,0.00034452218,0.00015586516,0.00039709505,0.00002173168,0.0012714135,0.0028518615,0.0009600841,0.0021117812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055757235,0.00010960617,0.9896968,0.00020673515,0.00013529592,0.00004866927,0.0040296973,0.0016608138,0.000118781456,0.0023368069,0.0007710371,0.00082999433],"study_design_scores_gemma":[0.0005517701,0.0000027839171,0.77349234,0.0004850949,0.00008356683,0.000001015828,0.0038699824,0.00090703665,0.000540123,0.022779617,0.19649374,0.00079295353],"about_ca_topic_score_codex":0.008251822,"about_ca_topic_score_gemma":0.0023151794,"teacher_disagreement_score":0.2162045,"about_ca_system_score_codex":0.0001198304,"about_ca_system_score_gemma":0.00015800269,"threshold_uncertainty_score":0.9999007},"labels":[],"label_agreement":null},{"id":"W3174649509","doi":"","title":"Challenging Collaborative Consumption at a Critical Juncture: Airbnb in the Matrix of Gentrification and Colonization","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo","keywords":"Gentrification; Juncture; Colonization; Consumption (sociology); Geography; Matrix (chemical analysis); Economic geography; Sociology; Engineering; Civil engineering; Archaeology; Social science; Materials science","score_opus":0.013746998829231642,"score_gpt":0.2165305793993184,"score_spread":0.20278358057008677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174649509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978881,0.00058125425,0.000018549015,0.00072724925,0.00015718644,0.00025019812,0.000011961177,0.000012743147,0.00035275027],"genre_scores_gemma":[0.9901796,0.00035532052,0.00011606485,0.000034534336,0.00005844299,0.0000011674848,0.0011073488,0.00000977631,0.008137721],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99942374,0.000015954382,0.00012373045,0.00019865554,0.00012936511,0.00010856316],"domain_scores_gemma":[0.9993445,0.000070498194,0.00024162377,0.00012342673,0.0002135286,0.000006409066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020104897,0.000116464,0.000218216,0.00023372982,0.00016018041,0.000045646553,0.00012764959,0.00016852886,0.00017145807],"category_scores_gemma":[0.000050563543,0.000112537615,0.000041020874,0.00026660337,0.000057092253,0.00046264578,0.00003873998,0.00011526335,0.000015032671],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034252405,0.0009819895,0.15536118,0.025532283,0.0006758153,0.00025221627,0.60340667,0.0014460951,0.011277889,0.17883971,0.007851362,0.010949539],"study_design_scores_gemma":[0.0024488298,0.000062317966,0.3926942,0.0012790171,0.0007425964,0.0000070705864,0.58447534,0.008886316,0.0012283062,0.0022048564,0.005176481,0.00079463975],"about_ca_topic_score_codex":0.003330311,"about_ca_topic_score_gemma":0.02433686,"teacher_disagreement_score":0.23733303,"about_ca_system_score_codex":0.00003588335,"about_ca_system_score_gemma":0.000023919245,"threshold_uncertainty_score":0.99346644},"labels":[],"label_agreement":null},{"id":"W3179307756","doi":"10.1177/19389655211029914","title":"Airbnb’s Success: Does It Depend on Who Is Measuring?","year":2021,"lang":"en","type":"article","venue":"Cornell Hospitality Quarterly","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupancy; Quarter (Canadian coin); Listing (finance); Revenue; Business; Econometrics; Marketing; Economics; Accounting; Demographic economics; Statistics; Finance; Geography; Mathematics; Engineering","score_opus":0.026415317189429827,"score_gpt":0.215153457622962,"score_spread":0.18873814043353218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179307756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9433807,0.00008644734,0.00022928178,0.0014841805,0.0011848843,0.00017771866,0.000016372667,0.00018866536,0.053251732],"genre_scores_gemma":[0.99028593,0.0000069786333,0.00003187098,0.006980034,0.0011287307,0.000020411346,0.00005691218,0.000035018595,0.0014541002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981771,0.000010159873,0.00042027395,0.00067760417,0.00025993673,0.00045493062],"domain_scores_gemma":[0.998782,0.000059749906,0.00021258534,0.0007036303,0.00020383866,0.00003821122],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037149643,0.00030634023,0.00034973086,0.00010782907,0.00022559386,0.000872851,0.00040311625,0.00014310892,0.0019550978],"category_scores_gemma":[0.00006105069,0.0002551297,0.00020356016,0.00028967962,0.000045182518,0.0016314451,0.00007311767,0.00024274533,0.0017080425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023113267,0.0011495573,0.7963672,0.0014902152,0.00045592777,0.0005155525,0.003222906,0.00009893789,0.00015598345,0.06107018,0.05391009,0.081332296],"study_design_scores_gemma":[0.0031079473,0.0003564827,0.67166924,0.00069208496,0.00028276714,0.00001783161,0.008025526,0.005988846,0.0023253725,0.17488015,0.12975849,0.0028952793],"about_ca_topic_score_codex":0.0005934572,"about_ca_topic_score_gemma":0.0009048502,"teacher_disagreement_score":0.124698,"about_ca_system_score_codex":0.000051627594,"about_ca_system_score_gemma":0.00003426031,"threshold_uncertainty_score":0.9999901},"labels":[],"label_agreement":null},{"id":"W3181319080","doi":"10.1108/jsm-07-2020-0280","title":"Financial services experience and consumption in Nigeria","year":2021,"lang":"en","type":"article","venue":"Journal of Services Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Red River College","funders":"","keywords":"Business; Financial services; Marketing; Service (business); Consumption (sociology); Service delivery framework; Transformative learning; Service design; Conceptual framework; Transparency (behavior); Finance","score_opus":0.011206754866089215,"score_gpt":0.21960190287699097,"score_spread":0.20839514801090175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181319080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971904,0.0006020239,0.000007007446,0.00014535492,0.00035960245,0.000028940904,3.7584797e-7,0.000008485705,0.0016577699],"genre_scores_gemma":[0.99735224,0.00013284857,0.00031285614,0.0015632084,0.000606592,0.0000011022205,0.0000028157442,0.000006637863,0.000021724769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992442,0.000011291058,0.00036718382,0.00011868381,0.00011236856,0.00014625807],"domain_scores_gemma":[0.9993132,0.000074492316,0.0004292777,0.00006768467,0.000105372346,0.000009988982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008620962,0.00008889877,0.00017512873,0.00013819181,0.00008198212,0.00030941184,0.00013929211,0.000052185755,0.0002252154],"category_scores_gemma":[0.00006131063,0.00008192639,0.00003474706,0.00016608137,0.000012129391,0.0019268412,0.00012013023,0.0001406941,0.00001200131],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012674642,0.000021801736,0.9919513,0.0009799389,0.000006916012,0.000082019505,0.00051442266,0.000023710314,0.00054957415,0.000121187186,0.000016134989,0.005606236],"study_design_scores_gemma":[0.0005756999,0.0000040836103,0.98340183,0.00092296774,0.0000122075735,0.000057713947,0.0023955111,0.0018348859,0.00010346395,0.0010878632,0.009462343,0.00014142596],"about_ca_topic_score_codex":0.00006914749,"about_ca_topic_score_gemma":0.00062693696,"teacher_disagreement_score":0.009446207,"about_ca_system_score_codex":0.000013339851,"about_ca_system_score_gemma":0.000014208882,"threshold_uncertainty_score":0.33408612},"labels":[],"label_agreement":null},{"id":"W3181827982","doi":"","title":"ПЕРСПЕКТИВИ РОЗВИТКУ ЕКОНОМІКИ СПІЛЬНОЇ УЧАСТІ В УКРАЇНІ","year":2018,"lang":"uk","type":"article","venue":"Економічний простір","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sharing economy; Business; Ukrainian; Quarter (Canadian coin); Population; Social economy; Economic growth; Economy; Market economy; Economics; Political science; Geography","score_opus":0.02342056218158165,"score_gpt":0.21299490436390303,"score_spread":0.1895743421823214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181827982","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26042607,0.0018641432,0.0007040499,0.0042323493,0.013282803,0.0013579155,0.00009086014,0.001052024,0.71698976],"genre_scores_gemma":[0.936369,0.00014182802,0.0005293809,0.009432829,0.02231612,0.00007153675,0.00029430614,0.00025777894,0.030587234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938144,0.00003810963,0.0014540473,0.001741077,0.0007856023,0.0021667718],"domain_scores_gemma":[0.99613523,0.00021463489,0.000970395,0.0018200467,0.00067069946,0.00018900483],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014359378,0.0012448931,0.00115678,0.0009079436,0.0014642025,0.0022905224,0.0017871236,0.00080916873,0.030901887],"category_scores_gemma":[0.00042530653,0.0012267261,0.0006344667,0.001586733,0.00070272473,0.004283296,0.0011827148,0.0009804294,0.07891431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093351223,0.0011855671,0.123929635,0.0020791565,0.0011309348,0.00033146018,0.0012895918,0.000032813317,0.0004210192,0.166831,0.58882916,0.113006145],"study_design_scores_gemma":[0.002317323,0.00017739892,0.029010663,0.0005695696,0.00044163657,0.00003477564,0.00051204767,0.004763554,0.0005791779,0.02739166,0.93215036,0.0020518168],"about_ca_topic_score_codex":0.002427795,"about_ca_topic_score_gemma":0.0013093554,"teacher_disagreement_score":0.68640256,"about_ca_system_score_codex":0.00019948237,"about_ca_system_score_gemma":0.00027486382,"threshold_uncertainty_score":0.9998357},"labels":[],"label_agreement":null},{"id":"W3183058762","doi":"","title":"It's Back: Costco Has iTunes Cards on Sale for 20% Off | iPhone in Canada Blog","year":2018,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Advertising; World Wide Web; Business; Internet privacy; Medicine; Computer science","score_opus":0.03245403113950618,"score_gpt":0.21557020044058725,"score_spread":0.18311616930108107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183058762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6604626,0.00004098871,0.00006182836,0.004838037,0.0016156193,0.0004492036,0.000021253385,0.000053034433,0.33245742],"genre_scores_gemma":[0.9823389,0.0000028996012,0.000107884814,0.010758586,0.0012311409,0.000025592532,0.00006648744,0.000018166576,0.0054503484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991522,0.00000133775,0.00020886243,0.0002308931,0.000097031596,0.0003096931],"domain_scores_gemma":[0.99958396,0.000066292174,0.00007460262,0.00019059447,0.000071154725,0.000013394029],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018668183,0.00013666778,0.0001818428,0.00010798207,0.00013320404,0.00016609993,0.00017324695,0.000042164273,0.0024829344],"category_scores_gemma":[0.000039617535,0.000115420335,0.000038861515,0.00016711837,0.00003133651,0.0004717952,0.000060584654,0.00006842817,0.00061451615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016834745,0.00006815117,0.119312786,0.00015564161,0.000051303305,0.000014860269,0.00005353275,0.00010381552,0.00004825889,0.00807219,0.8614362,0.010514952],"study_design_scores_gemma":[0.0008435106,0.000017288588,0.0133253755,0.00004355083,0.000011669321,9.849798e-7,0.00028165724,0.0033486015,0.00031277593,0.0010639789,0.9805031,0.0002474988],"about_ca_topic_score_codex":0.7920921,"about_ca_topic_score_gemma":0.9848046,"teacher_disagreement_score":0.32700706,"about_ca_system_score_codex":0.00009969223,"about_ca_system_score_gemma":0.00018423202,"threshold_uncertainty_score":0.99842894},"labels":[],"label_agreement":null},{"id":"W3183226165","doi":"","title":"An exploratory study of the sharing economy in Montreal: The cases of Bixi and Communauto","year":2015,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economy; Political science; Business; Economics","score_opus":0.05197830801557156,"score_gpt":0.23442080914064342,"score_spread":0.18244250112507188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183226165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98036426,0.00007204636,3.245914e-8,0.00002603958,0.00016048035,0.00046988795,0.000018470088,0.000039645194,0.01884915],"genre_scores_gemma":[0.9995088,0.0000052475407,0.000008330515,0.00032797927,0.00003811685,0.000043376716,0.0000052203245,0.000027865974,0.00003506373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871784,0.000054147204,0.00051060936,0.00031647185,0.00015912513,0.00024178742],"domain_scores_gemma":[0.9985348,0.00014808244,0.00038357233,0.0007754814,0.00012717114,0.000030918367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015203586,0.00021151883,0.00032388617,0.0001906237,0.0003505068,0.00011047175,0.0007876001,0.0000790645,0.00002682443],"category_scores_gemma":[0.00023337944,0.00014302836,0.000059198836,0.0003782067,0.00008343547,0.0024196645,0.00064844324,0.00034261798,0.00001573463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035700583,0.0018745234,0.81395584,0.0003789858,0.00023948142,0.00005091354,0.0005537192,0.002047755,0.00058078347,0.11847377,0.000023139957,0.06146406],"study_design_scores_gemma":[0.010399686,0.0005818228,0.6747796,0.0006271077,0.00043541053,0.000045405188,0.05457937,0.0059330123,0.0042967442,0.20751837,0.038975038,0.0018284579],"about_ca_topic_score_codex":0.007674482,"about_ca_topic_score_gemma":0.030016314,"teacher_disagreement_score":0.1391763,"about_ca_system_score_codex":0.00005898973,"about_ca_system_score_gemma":0.000010225441,"threshold_uncertainty_score":0.9989335},"labels":[],"label_agreement":null},{"id":"W3184694980","doi":"10.1287/mksc.2021.1295","title":"Frontiers: Can an Artificial Intelligence Algorithm Mitigate Racial Economic Inequality? An Analysis in the Context of Airbnb","year":2021,"lang":"en","type":"article","venue":"Marketing Science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Revenue; Context (archaeology); Algorithm; Population; Computer science; Economics; Machine learning; Finance; Geography; Sociology","score_opus":0.029251660956973936,"score_gpt":0.2638301363844498,"score_spread":0.23457847542747587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184694980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99538994,0.000024218274,0.002037605,0.00037967262,0.0003734694,0.00009390443,0.000010950684,0.000023416893,0.0016668292],"genre_scores_gemma":[0.9976095,0.0000028545446,0.001227297,0.0007838303,0.00032115757,0.000006423047,0.000032271688,0.0000057436314,0.000010925642],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984548,0.00006419032,0.00045913356,0.00047186908,0.00022272352,0.00032726477],"domain_scores_gemma":[0.9990608,0.00012742587,0.00025739093,0.0004153186,0.000116654104,0.000022379827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00675215,0.00012561044,0.00025036704,0.00042980188,0.00028718024,0.0006553701,0.00077854336,0.000041963933,0.000167654],"category_scores_gemma":[0.0004892914,0.000106402746,0.00008113702,0.0015421739,0.0002997866,0.0018682891,0.00013848238,0.00013455108,0.000013194605],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012004612,0.0002711354,0.34509897,0.000076867254,0.00007464215,0.000042258118,0.0048797117,0.0036455388,0.000559494,0.021193715,0.00007135699,0.6239663],"study_design_scores_gemma":[0.00012743843,0.00001804551,0.14675394,0.00004235368,0.00012036589,0.0000027994383,0.032535788,0.80719715,0.002085875,0.009895857,0.0007969876,0.00042339822],"about_ca_topic_score_codex":0.0026735754,"about_ca_topic_score_gemma":0.009131729,"teacher_disagreement_score":0.8035516,"about_ca_system_score_codex":0.00005761755,"about_ca_system_score_gemma":0.00013451588,"threshold_uncertainty_score":0.63197494},"labels":[],"label_agreement":null},{"id":"W3186835569","doi":"10.2139/ssrn.3874207","title":"The Effect of Short-Term Rentals on Residential Investment","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Renting; Term (time); Investment (military); Business; Economics; Natural resource economics; Finance; Engineering; Civil engineering; Political science","score_opus":0.008968165976429476,"score_gpt":0.22514982291449892,"score_spread":0.21618165693806946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186835569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98627967,0.0010849639,0.000052707477,0.00043432726,0.00059489295,0.00009749614,4.3246226e-7,0.000016797476,0.011438733],"genre_scores_gemma":[0.9973234,0.000458795,0.0000023879234,0.00025002958,0.0010873411,0.0000049022465,0.00000818766,0.0000134394595,0.00085154816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985465,0.000018434112,0.00025840008,0.00013555164,0.00019157048,0.00084954285],"domain_scores_gemma":[0.9995131,0.000095065065,0.00015701518,0.0001802799,0.00004421074,0.000010332353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014948682,0.00011882989,0.0001542072,0.000073788666,0.00032375424,0.0002438478,0.00023750802,0.00004234024,0.00007222247],"category_scores_gemma":[0.000101475685,0.00007534675,0.00013839849,0.00013844307,0.000031353036,0.00037151124,0.00007529141,0.0006531963,0.00007432675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061725604,0.000086862325,0.11965744,0.00009583284,0.0006626129,0.000049254628,0.000033114222,0.000090676745,0.0016521987,0.80581784,0.0030969454,0.06813997],"study_design_scores_gemma":[0.004051754,0.0009847034,0.05187727,0.00042169038,0.00050415384,0.00055892084,0.0008788186,0.0003929089,0.027123062,0.84687924,0.06546927,0.00085818797],"about_ca_topic_score_codex":0.00003839611,"about_ca_topic_score_gemma":0.0006094427,"teacher_disagreement_score":0.06778017,"about_ca_system_score_codex":0.00015724276,"about_ca_system_score_gemma":0.00019174597,"threshold_uncertainty_score":0.30725512},"labels":[],"label_agreement":null},{"id":"W3188122242","doi":"10.5267/j.ijdns.2021.4.004","title":"How to purchase an order from brick and mortar retailers during COVID-19 pandemic? A rise of crowdshipping","year":2021,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Brick and mortar; Business; Order (exchange); Marketing; Metropolitan area; Service (business); Pandemic; Sample (material); Sharing economy; Coronavirus disease 2019 (COVID-19); Advertising; Quality (philosophy); Computer science; The Internet; Geography; World Wide Web","score_opus":0.07827583873116523,"score_gpt":0.31268724267805365,"score_spread":0.23441140394688842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188122242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99464345,0.00034354022,0.0030321092,0.0014500159,0.00038211796,0.000031725594,0.0000262154,0.000005922372,0.00008489401],"genre_scores_gemma":[0.99505144,0.00015001794,0.0026469028,0.0010917368,0.0010095163,3.706555e-7,0.000027258338,0.0000039198294,0.000018814739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999107,0.0000041931207,0.000228155,0.0002345702,0.00029146692,0.00013459648],"domain_scores_gemma":[0.99912214,0.000052628035,0.00027572518,0.00018044349,0.000300014,0.00006903275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084585784,0.00006980054,0.00013036944,0.00015113308,0.00014521617,0.00066887477,0.0007145923,0.000021830778,0.00005345133],"category_scores_gemma":[0.00054344157,0.00006093223,0.000015726744,0.00030888602,0.0001124238,0.004244329,0.000613402,0.00009814194,9.2807085e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018450001,0.00004096835,0.9713292,0.00003169728,0.00008566785,0.00015210392,0.00027212326,0.0022143186,0.0032812683,0.0008590654,0.0006002205,0.02094884],"study_design_scores_gemma":[0.0047392617,0.00008965117,0.64374983,0.00093990256,0.0002170614,0.0008238306,0.003275517,0.13230824,0.0006020886,0.02397787,0.1882951,0.0009816071],"about_ca_topic_score_codex":0.00015262363,"about_ca_topic_score_gemma":0.00015836976,"teacher_disagreement_score":0.32757938,"about_ca_system_score_codex":0.000023216757,"about_ca_system_score_gemma":0.00010656067,"threshold_uncertainty_score":0.6449975},"labels":[],"label_agreement":null},{"id":"W3195060865","doi":"","title":"Amazon to hire 100K workers amid coronavirus shopping spike","year":2020,"lang":"en","type":"article","venue":"FOXBusiness","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spike (software development); Amazon rainforest; Coronavirus; Coronavirus disease 2019 (COVID-19); Business; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Economics; Medicine; Management; Infectious disease (medical specialty)","score_opus":0.07590061181271165,"score_gpt":0.2410428274862947,"score_spread":0.16514221567358303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195060865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96164787,0.00007618953,0.0023565777,0.007540093,0.0012152329,0.0003963179,0.000005819011,0.0004886597,0.026273238],"genre_scores_gemma":[0.9792034,0.0000024414667,0.00024878196,0.017545119,0.0025537298,0.000024903458,0.000064297245,0.000047906495,0.0003094396],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866253,0.0000025295005,0.0002900345,0.00044223687,0.00018677929,0.00041588402],"domain_scores_gemma":[0.99942625,0.000025975243,0.00013585492,0.00025064734,0.00010978366,0.000051520474],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014505078,0.00025390091,0.00028240998,0.00014529092,0.00020471805,0.00045022165,0.0004223023,0.0000940954,0.00106013],"category_scores_gemma":[0.00013152702,0.00024400545,0.00008674269,0.00088671735,0.000029728553,0.0013565125,0.0003009009,0.00016654246,0.0035516503],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007933729,0.00013363123,0.7294614,0.0013488226,0.00014740764,0.00019889117,0.00054105,0.004984146,0.0013964396,0.011801077,0.07464686,0.17454694],"study_design_scores_gemma":[0.00093571213,0.00002170852,0.21825169,0.000261395,0.00007177641,0.0000042825613,0.00040369632,0.00829424,0.00012968274,0.00062257313,0.77006435,0.00093885895],"about_ca_topic_score_codex":0.00043296415,"about_ca_topic_score_gemma":0.000092370115,"teacher_disagreement_score":0.6954175,"about_ca_system_score_codex":0.0000362494,"about_ca_system_score_gemma":0.000025433192,"threshold_uncertainty_score":0.999853},"labels":[],"label_agreement":null},{"id":"W3197304768","doi":"10.4018/978-1-7998-7545-1.ch003","title":"Mapping the Collaborative Platform Economy Business Practice","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in electronic commerce (AEC) book series/Advances in electronic commerce series","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Sharing economy; Typology; Service (business); Cluster analysis; Set (abstract data type); Service economy; Knowledge management; Business; Resource (disambiguation); Computer science; Economy; Marketing; World Wide Web; Geography; Economics; Artificial intelligence","score_opus":0.011714735949900234,"score_gpt":0.23507253527078523,"score_spread":0.22335779932088498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197304768","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037300054,0.2644513,0.00022636676,0.007971674,0.0010278986,0.0020233805,0.000032619897,0.0003191232,0.72357464],"genre_scores_gemma":[0.026385294,0.8325911,0.00033949618,0.01778067,0.0031271407,0.0014027188,0.0015693933,0.0007867835,0.11601739],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99133444,0.00009694964,0.0023022245,0.0021023548,0.0006822727,0.0034817867],"domain_scores_gemma":[0.99335897,0.0013710305,0.0023064343,0.0020031577,0.0008826487,0.00007776921],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0017120626,0.002123081,0.0023683084,0.0010753281,0.0011422812,0.00087213365,0.002471294,0.00078919076,0.0012977973],"category_scores_gemma":[0.00047514154,0.0020385594,0.00040679472,0.0018613046,0.0010261339,0.039798453,0.0011812676,0.0049582506,0.00019980494],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011506064,0.00017836224,0.00037493388,0.0007587772,0.00028378904,0.000099872086,0.0005463887,0.0020580795,0.0000058313485,0.94824815,0.00078218896,0.045513045],"study_design_scores_gemma":[0.0014988736,0.00018456986,0.00010162411,0.00089304044,0.00013509722,0.00018421617,0.003674906,0.00012722045,0.000020533522,0.15564287,0.83556014,0.0019769343],"about_ca_topic_score_codex":0.00031292383,"about_ca_topic_score_gemma":0.03972422,"teacher_disagreement_score":0.83477795,"about_ca_system_score_codex":0.002849936,"about_ca_system_score_gemma":0.0018855158,"threshold_uncertainty_score":0.99961513},"labels":[],"label_agreement":null},{"id":"W3197894955","doi":"10.5267/j.ijdns.2021.8.017","title":"The factors influence the intention to use mobile applications for room-sharing in Vietnam","year":2021,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social influence; Unified theory of acceptance and use of technology; Business; Sharing economy; Mobile device; Internet privacy; Computer science; Marketing; Knowledge management; Psychology; World Wide Web; Social psychology","score_opus":0.047595109833913206,"score_gpt":0.3064173475875403,"score_spread":0.2588222377536271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197894955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98808753,0.0001192791,0.00972649,0.0011426768,0.0005986695,0.00018326702,0.000010399304,0.0000041437174,0.00012755602],"genre_scores_gemma":[0.9985027,0.00007156721,0.0004429905,0.00058034365,0.00033594194,0.000013204491,0.000015168114,0.0000025404838,0.000035564208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932784,0.0000019759284,0.00022578721,0.00014310607,0.00018172881,0.000119542536],"domain_scores_gemma":[0.99905205,0.00019859574,0.00017540893,0.00019745692,0.00036435688,0.000012160461],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001092013,0.00004555586,0.00005660414,0.000070226364,0.00028822714,0.0011323262,0.0012892181,0.000011220483,0.0000054781485],"category_scores_gemma":[0.00033434792,0.000026461605,0.0000200404,0.0003362012,0.00005921084,0.0031291957,0.000599162,0.0000833467,0.0000028296326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006408781,0.000040328057,0.8897527,0.000010046554,0.000036768048,0.0000040842206,0.000104885505,0.008579916,0.00026151104,0.022612816,0.0011835602,0.077349305],"study_design_scores_gemma":[0.00029776993,0.000012537138,0.5128634,0.00013788836,0.000018040098,0.000022829756,0.0006362006,0.035202,0.000051116887,0.012467334,0.43816626,0.00012459708],"about_ca_topic_score_codex":0.000044502296,"about_ca_topic_score_gemma":0.00029221005,"teacher_disagreement_score":0.43698272,"about_ca_system_score_codex":0.000020733823,"about_ca_system_score_gemma":0.000038618393,"threshold_uncertainty_score":0.9999046},"labels":[],"label_agreement":null},{"id":"W3198293515","doi":"10.4018/978-1-7998-7545-1.ch005","title":"Smart Contract and Collaborative Platforms","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in electronic commerce (AEC) book series/Advances in electronic commerce series","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Sharing economy; Database transaction; Transaction cost; Business; Corporate governance; Knowledge management; Industrial organization; Computer science; World Wide Web","score_opus":0.006779414023370978,"score_gpt":0.22524779179286708,"score_spread":0.2184683777694961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198293515","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044815326,0.4370253,0.00008047712,0.0017578604,0.000980712,0.002018673,0.000070702765,0.0003958921,0.55318886],"genre_scores_gemma":[0.07237228,0.8383254,0.00017308889,0.005406151,0.0012500285,0.0005941002,0.0012449062,0.0005378675,0.08009619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.991828,0.00004529831,0.0020090344,0.002097216,0.00069187995,0.0033285562],"domain_scores_gemma":[0.9960411,0.0006422794,0.001452936,0.0013863065,0.00037087942,0.00010645163],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0010474728,0.002059282,0.0026498775,0.0010269153,0.00070251775,0.00055148604,0.0013761474,0.00088253757,0.0014766309],"category_scores_gemma":[0.00019258149,0.002174131,0.00035297975,0.0008787335,0.0009903503,0.02491897,0.0008483635,0.0042141285,0.00010248468],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014211279,0.00015839825,0.00308289,0.0008084073,0.0002069353,0.00011349617,0.0002770305,0.00038596542,0.000016773447,0.94298005,0.00030323336,0.05024571],"study_design_scores_gemma":[0.002161373,0.0003987262,0.000259553,0.0009595435,0.00012457038,0.00012964585,0.0007389919,0.000128808,0.00005408746,0.18207374,0.81094646,0.002024523],"about_ca_topic_score_codex":0.0002776179,"about_ca_topic_score_gemma":0.076899946,"teacher_disagreement_score":0.8106432,"about_ca_system_score_codex":0.0017817799,"about_ca_system_score_gemma":0.0010589462,"threshold_uncertainty_score":0.99943614},"labels":[],"label_agreement":null},{"id":"W3198910699","doi":"10.1108/ijchm-12-2020-1381","title":"Listing popularity on the peer-to-peer accommodation platform: the heuristic-systematic and uncertainty reduction perspectives","year":2021,"lang":"en","type":"article","venue":"International Journal of Contemporary Hospitality Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Popularity; Listing (finance); Property (philosophy); Computer science; Originality; Business; Finance; Psychology","score_opus":0.04356716566446508,"score_gpt":0.26991032985391644,"score_spread":0.22634316418945136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198910699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8572388,0.0003090707,0.0015487508,0.10204191,0.0024368607,0.000737614,0.00000992052,0.000037508737,0.035639554],"genre_scores_gemma":[0.99621165,0.000015153376,0.000109935536,0.0018256726,0.0009689608,0.00001739155,0.000027558986,0.000010996012,0.000812674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981585,0.000037076068,0.00060914084,0.00020543222,0.0008634182,0.00012644431],"domain_scores_gemma":[0.99763924,0.00014806878,0.00067307655,0.0002528839,0.0012668724,0.000019831341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00242651,0.00015894693,0.00022615687,0.00017630488,0.00024408336,0.0009386406,0.00053447223,0.00003627904,0.000058688605],"category_scores_gemma":[0.0009902691,0.00009696144,0.00012766234,0.00018294036,0.000048674316,0.0012227315,0.00028119906,0.00024737566,0.000022664259],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003962012,0.00041147225,0.012986924,0.0010225256,0.001600509,0.00022921343,0.002311912,0.001453914,0.000022642287,0.95116436,0.023248421,0.0051519135],"study_design_scores_gemma":[0.0047901156,0.00029908805,0.31077385,0.009220242,0.00089257554,0.00040084618,0.19601235,0.014134676,0.00027942497,0.31846324,0.14300767,0.001725922],"about_ca_topic_score_codex":0.0001589008,"about_ca_topic_score_gemma":0.000015709715,"teacher_disagreement_score":0.6327011,"about_ca_system_score_codex":0.00011483802,"about_ca_system_score_gemma":0.000030936375,"threshold_uncertainty_score":0.9051333},"labels":[],"label_agreement":null},{"id":"W3200797603","doi":"10.1080/00343404.2021.1962520","title":"The rise of urban tech: how innovations for cities come from cities","year":2021,"lang":"en","type":"article","venue":"Regional Studies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Urbanization; Economic geography; Beijing; High tech; Urban geography; Geography; Regional science; Capital (architecture); Urban planning; Smart city; Scale (ratio); Investment (military); Economic growth; Business; Economy; China; Economics; Civil engineering; Political science; Cartography; Engineering","score_opus":0.1007073854154472,"score_gpt":0.2615165983920892,"score_spread":0.16080921297664197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200797603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92333204,0.021877097,0.0003731799,0.045254637,0.0010099512,0.0003476703,0.00008881371,0.000117029005,0.0075996034],"genre_scores_gemma":[0.9934742,0.00047904364,0.00023129435,0.000974152,0.0012556184,0.00009224,0.00007371499,0.000011764763,0.0034080022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951756,0.0000020140455,0.00014948375,0.00011486984,0.00009541982,0.00012065249],"domain_scores_gemma":[0.9989189,0.00043187238,0.00013967081,0.00012096107,0.00038598457,0.0000026280861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013071392,0.000084676045,0.00016245067,0.000051998864,0.0004678908,0.00012276096,0.00011601187,0.000025995869,0.000014009381],"category_scores_gemma":[0.00023383093,0.000060118346,0.00006918398,0.00019009381,0.0001723642,0.00031636775,0.00011853699,0.000047773512,0.0000062688255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034575292,0.000025694875,0.06617357,0.0001615721,0.00051877013,0.0000018375774,0.00038974266,0.000009516487,0.000039413913,0.7281179,0.20222238,0.0023050355],"study_design_scores_gemma":[0.0002749975,0.0000047939725,0.020418316,0.0000735391,0.000044627708,5.2709225e-7,0.0099895,0.00012407769,0.000102778016,0.15425931,0.8145847,0.00012284967],"about_ca_topic_score_codex":0.00008717975,"about_ca_topic_score_gemma":0.0002140968,"teacher_disagreement_score":0.6123623,"about_ca_system_score_codex":0.00001321342,"about_ca_system_score_gemma":0.000017509974,"threshold_uncertainty_score":0.3598685},"labels":[],"label_agreement":null},{"id":"W3201851600","doi":"10.3389/fpsyg.2021.752867","title":"Theory-Based Roadmap for Assessing Sustainability in the Collaborative Economy","year":2021,"lang":"en","type":"review","venue":"Frontiers in Psychology","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Sustainability organizations; Social sustainability; Triple bottom line; Work (physics); Sustainability science; Sharing economy; Environmental economics; Business; Compliance (psychology); Knowledge management; Economics; Computer science; Engineering; Psychology; Social psychology","score_opus":0.04067842733598096,"score_gpt":0.35667867383213264,"score_spread":0.31600024649615166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201851600","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000851741,0.9542606,0.01915935,0.0008256456,0.0022872959,0.0021329066,0.0000135128475,0.000029316929,0.021282852],"genre_scores_gemma":[0.00036515418,0.9593519,0.009428447,0.0181715,0.0035075007,0.006454533,0.0021175377,0.00023762287,0.00036578608],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790645,0.00016369228,0.00071230397,0.0006931185,0.00005535927,0.00046907112],"domain_scores_gemma":[0.9982505,0.0004987845,0.00051493436,0.00058941264,0.0001378687,0.000008535325],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027654292,0.00037099543,0.001383672,0.0006696547,0.00011793148,0.0004075951,0.00070774514,0.00044246542,0.00009596387],"category_scores_gemma":[0.0004703803,0.0002787659,0.00029625703,0.0010690216,0.00012762674,0.0006187573,0.00006242218,0.00053016155,0.000014720893],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028344002,0.00011715364,0.0016282066,0.0049837446,0.000056233497,0.00002658928,0.00004956199,0.0000086536065,7.4968215e-10,0.021438166,0.03316485,0.9384985],"study_design_scores_gemma":[0.00052093714,0.000006556276,0.000073727795,0.0007794428,0.000107266664,0.0000018374859,0.0008639586,0.00011454008,8.8465955e-9,0.11007056,0.8871838,0.00027740267],"about_ca_topic_score_codex":0.00001833063,"about_ca_topic_score_gemma":0.000043376207,"teacher_disagreement_score":0.9382211,"about_ca_system_score_codex":0.00020715682,"about_ca_system_score_gemma":0.0003853258,"threshold_uncertainty_score":0.99996644},"labels":[],"label_agreement":null},{"id":"W3201970949","doi":"10.33423/jabe.v22i12.3886","title":"Competing With the Sharing Economy: Overcoming the Challenges Faced by “Traditional” Providers","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharing economy; Service provider; Competition (biology); Marketing; Wonder; Business; Personalization; Service (business)","score_opus":0.03506777359041132,"score_gpt":0.17293541785359168,"score_spread":0.13786764426318035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201970949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9176549,0.0004848647,0.00032179712,0.054009784,0.0001387531,0.00023868294,0.000003642169,0.000022487215,0.027125109],"genre_scores_gemma":[0.99315786,0.00019888388,0.00007309577,0.0050854636,0.001445569,0.000007526158,0.000005714635,0.000021038251,0.000004828821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927986,0.0000014689055,0.0003200199,0.0001804774,0.00004452954,0.00017361896],"domain_scores_gemma":[0.9991028,0.0000879923,0.0006156116,0.00010638565,0.0000653846,0.000021864505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003873336,0.00016208776,0.00025720045,0.000047743968,0.00031054768,0.0006555163,0.00034032183,0.000042372194,0.000037005346],"category_scores_gemma":[0.000013213695,0.00009169262,0.000046112764,0.000087310116,0.00006351324,0.0011553674,0.00010964871,0.00022656163,0.000013718818],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024128398,0.00024649102,0.011906352,0.0017179366,0.0014485015,0.000025389458,0.0064397617,0.13633637,0.0002516607,0.7260962,0.027851056,0.08526743],"study_design_scores_gemma":[0.0043646153,0.00006592614,0.014537402,0.00019874083,0.00028930936,0.00009525766,0.021226,0.0766862,0.000116290335,0.037044864,0.8442576,0.0011177834],"about_ca_topic_score_codex":0.000024772258,"about_ca_topic_score_gemma":0.000028157001,"teacher_disagreement_score":0.81640655,"about_ca_system_score_codex":0.000022195785,"about_ca_system_score_gemma":0.000028930164,"threshold_uncertainty_score":0.6321159},"labels":[],"label_agreement":null},{"id":"W3202467977","doi":"","title":"The Adoption of Voluntary Say-on-Pay","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Turnover; Business; Labour economics; Economics; Management","score_opus":0.015763937087221437,"score_gpt":0.20504948256173536,"score_spread":0.18928554547451393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202467977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7175463,0.001173977,0.013698543,0.021338234,0.001713551,0.0007218081,0.000032862412,0.00031425222,0.24346048],"genre_scores_gemma":[0.99060833,0.0003985593,0.0020949729,0.00051609986,0.00017472182,0.00004750606,0.0009359354,0.00003719724,0.005186665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983312,0.00026170458,0.00045111455,0.00045048734,0.0002673893,0.00023809542],"domain_scores_gemma":[0.9957351,0.0008461051,0.00064865116,0.0015278382,0.0012218931,0.000020398082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003616932,0.00023002212,0.00026485935,0.00014489297,0.00040736547,0.00080425944,0.0009956757,0.00018433685,0.000226695],"category_scores_gemma":[0.00087390357,0.00017447463,0.00021236292,0.0002723001,0.00012995496,0.0003406404,0.0012344812,0.000543833,0.00010509801],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009231846,0.0010186201,0.04713412,0.0013812298,0.00040864144,0.000012714336,0.0029034957,0.0009050137,0.0005295606,0.6305823,0.014254703,0.30077735],"study_design_scores_gemma":[0.0018470434,8.1086705e-7,0.19049154,0.010436424,0.00037537474,0.000010776878,0.0015818829,0.0947646,0.016918011,0.07618955,0.6052356,0.002148426],"about_ca_topic_score_codex":0.0020431627,"about_ca_topic_score_gemma":0.002340732,"teacher_disagreement_score":0.5909809,"about_ca_system_score_codex":0.000047084475,"about_ca_system_score_gemma":0.00010436684,"threshold_uncertainty_score":0.77554923},"labels":[],"label_agreement":null},{"id":"W3209935317","doi":"","title":"The Sharing Economy: Do e-scooters Make the Cut?","year":2021,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Sharing economy; Sustainability; Business; Order (exchange); Sustainable business; Resource (disambiguation); Social sustainability; Public relations; Marketing; Political science; Computer science; Finance","score_opus":0.10220143772139374,"score_gpt":0.35393227160983565,"score_spread":0.2517308338884419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209935317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5951741,0.00034250546,0.0000034593725,0.009312969,0.00030702876,0.0004528199,5.698664e-7,0.000086193795,0.3943204],"genre_scores_gemma":[0.98812187,0.00012407576,0.000010782826,0.0013269405,0.0019342934,0.0001937045,0.000005329138,0.000030073905,0.0082529355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796516,0.000004372363,0.0002768283,0.00047691315,0.00049950567,0.0007771982],"domain_scores_gemma":[0.99876153,0.0001751739,0.0001028445,0.00031486218,0.0006190078,0.000026567443],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0033270742,0.00016321205,0.00014698746,0.00013310065,0.0019440865,0.005901586,0.0014085202,0.000060731905,0.00030813122],"category_scores_gemma":[0.00035092453,0.0000954348,0.000097749784,0.0006926539,0.00018721323,0.001070368,0.0019294084,0.00066968665,0.00068963773],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006831533,0.00011353946,0.2517616,0.00032193572,0.0002305529,0.000035661407,0.0014468211,0.000009490652,0.00014974234,0.6604907,0.06499453,0.020377135],"study_design_scores_gemma":[0.0003250518,0.000010297242,0.02142652,0.00007908099,0.000015562855,0.000006800005,0.010575579,0.0004484145,0.00017969655,0.058715846,0.9080201,0.00019705374],"about_ca_topic_score_codex":0.00012752497,"about_ca_topic_score_gemma":0.00013844892,"teacher_disagreement_score":0.84302557,"about_ca_system_score_codex":0.000088931425,"about_ca_system_score_gemma":0.00005577257,"threshold_uncertainty_score":0.99935526},"labels":[],"label_agreement":null},{"id":"W3211747360","doi":"10.1111/cag.12726","title":"Gentrification and the an/aesthetics of digital spatial capital in Canadian “platform cities”","year":2021,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Gentrification; Consumption (sociology); Economic geography; Capital (architecture); Sociology; Capital city; Face (sociological concept); Urban space; Aesthetics; Economy; Media studies; Geography; Economic growth; Social science; Economics; Art; Archaeology","score_opus":0.009677221828266374,"score_gpt":0.17165673366691245,"score_spread":0.16197951183864606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211747360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98871064,0.0010791292,0.0000019230372,0.001720922,0.00042912853,0.00029652298,0.00015994479,0.00002783013,0.007573928],"genre_scores_gemma":[0.99799705,0.0003663147,0.000014772586,0.00090450526,0.00020773192,0.000033619406,0.00038390185,0.000029410427,0.00006268756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812514,0.000009574355,0.00043169325,0.0003905624,0.00013928789,0.0009037444],"domain_scores_gemma":[0.9988303,0.000071884795,0.00015791852,0.00043892357,0.00022101293,0.00027991214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033885788,0.00027485026,0.0003486515,0.002944271,0.000443254,0.00058061787,0.00036206483,0.00015603019,0.000112710055],"category_scores_gemma":[0.0001506596,0.00024701393,0.0001441097,0.0024115418,0.001055258,0.0014009611,0.000046687615,0.00020520926,0.000007651024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004034237,0.0000182558,0.771746,0.00008948596,0.00007756031,0.00012074007,0.0011916021,0.000037300997,0.0000021397584,0.21023305,0.00043786629,0.016005654],"study_design_scores_gemma":[0.0024672933,0.000044570847,0.7554654,0.0001153508,0.00014457267,0.00012635817,0.031541616,0.0013974904,0.00002138152,0.06586965,0.14165469,0.0011516534],"about_ca_topic_score_codex":0.9931857,"about_ca_topic_score_gemma":0.9999093,"teacher_disagreement_score":0.1443634,"about_ca_system_score_codex":0.00007612755,"about_ca_system_score_gemma":0.00040783308,"threshold_uncertainty_score":0.9999982},"labels":[],"label_agreement":null},{"id":"W3214981921","doi":"","title":"Smart Jurisdictions Index","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Payment; Business; Globe; Documentation; Financial services; Finance; Marketing; Computer science","score_opus":0.009476374652889159,"score_gpt":0.20921492726986027,"score_spread":0.1997385526169711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214981921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77042973,0.00036504172,0.014653154,0.002015665,0.0022308077,0.0001364539,8.081301e-7,0.0002082143,0.2099601],"genre_scores_gemma":[0.9906286,0.00009289758,0.000014855951,0.000926899,0.005983528,0.0000027924689,0.0000036721067,0.000016400345,0.0023303626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983207,0.0000024405374,0.00018118689,0.0001316637,0.00010899852,0.0012550385],"domain_scores_gemma":[0.9996257,0.000010594034,0.00013292512,0.00012399476,0.00009447997,0.000012295303],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008191802,0.0001053347,0.00009800157,0.00020379592,0.0004877655,0.0002488846,0.00022845069,0.000057548437,0.0005441998],"category_scores_gemma":[0.000032212476,0.0000901573,0.0000752354,0.00023419535,0.00004529172,0.0011414527,0.00005129593,0.00082542584,0.0015987521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069056194,0.000066136075,0.13721068,0.000009287965,0.00017087234,0.000003240626,0.000050836483,0.000012516717,0.00002784583,0.80661374,0.0048452886,0.05092048],"study_design_scores_gemma":[0.00047490626,0.0000417143,0.013791679,0.000013512711,0.000034168133,0.000121733654,0.00027974564,0.0010078553,0.000011041996,0.5883431,0.39568806,0.00019248595],"about_ca_topic_score_codex":0.00024679088,"about_ca_topic_score_gemma":0.0021512762,"teacher_disagreement_score":0.39084277,"about_ca_system_score_codex":0.00016167012,"about_ca_system_score_gemma":0.00027454074,"threshold_uncertainty_score":0.99917865},"labels":[],"label_agreement":null},{"id":"W388444898","doi":"10.2139/ssrn.2610875","title":"The Sharing Economy: Issues Facing Platforms, Participants, and Regulators","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Institute","funders":"","keywords":"Sharing economy; Business; Industrial organization; Process management; Computer science; World Wide Web","score_opus":0.03240148300040662,"score_gpt":0.24170871879566824,"score_spread":0.20930723579526161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W388444898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864209,0.0038800605,0.00017552367,0.0013352163,0.00038368738,0.00010454244,2.396916e-7,0.00006628983,0.0076335385],"genre_scores_gemma":[0.9961177,0.000524645,0.000012036929,0.0003096774,0.0014754677,0.0000055527335,0.0000027354586,0.000021107178,0.001531083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99767274,0.000002377519,0.00030001331,0.00019573876,0.00010804361,0.0017210676],"domain_scores_gemma":[0.999467,0.00003140071,0.00022016127,0.00017576703,0.00006473788,0.000040893283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002842299,0.00015912307,0.00016489103,0.00010199228,0.00063487474,0.0009542001,0.0003227369,0.00005757938,0.000016681981],"category_scores_gemma":[0.00011293645,0.00010664113,0.00005386244,0.00011458117,0.000050682003,0.0020300753,0.00015777774,0.00073624146,0.000116963565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059004695,0.000011085422,0.07854021,0.000013024334,0.00012858152,0.0000027717003,0.00013895931,0.00011363618,0.000003875984,0.8974539,0.0008232451,0.02271171],"study_design_scores_gemma":[0.00049573026,0.000022040327,0.001533465,0.000020969277,0.000034039855,0.00006746049,0.0031469942,0.0032560274,0.0000150046235,0.8793748,0.11183861,0.00019487688],"about_ca_topic_score_codex":0.0002492535,"about_ca_topic_score_gemma":0.0011872401,"teacher_disagreement_score":0.111015365,"about_ca_system_score_codex":0.00023503712,"about_ca_system_score_gemma":0.00024447692,"threshold_uncertainty_score":0.92013735},"labels":[],"label_agreement":null},{"id":"W4200195645","doi":"10.3917/mav.126.0115","title":"Développement d’un assistant virtuel en tourisme : rôles clés de l’utilité et du plaisir perçus sur l’intention d’adoption","year":2021,"lang":"fr","type":"article","venue":"Management & Avenir","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art; Philosophy","score_opus":0.014465966564879147,"score_gpt":0.215059861841663,"score_spread":0.20059389527678387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200195645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6576413,0.007310112,0.021711284,0.06537542,0.007861899,0.0016657902,0.00008051327,0.0006070172,0.23774669],"genre_scores_gemma":[0.9353042,0.0044139265,0.0034805005,0.0049160067,0.0014179783,0.00013854085,0.000799822,0.00011265564,0.049416363],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965113,0.00009912062,0.0008986428,0.0009699002,0.0005301854,0.0009908762],"domain_scores_gemma":[0.99839944,0.00011834677,0.0004614576,0.00068230525,0.00025951493,0.000078910525],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019464288,0.00061051745,0.0005207731,0.0005014765,0.0005166916,0.0013404571,0.0005216855,0.00029047334,0.0046378653],"category_scores_gemma":[0.00012817976,0.00068617123,0.00041758938,0.0007723871,0.00007840671,0.0021021639,0.0009917273,0.00046060263,0.0011308292],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003600518,0.00227544,0.122611865,0.0053127147,0.0018663934,0.0026046538,0.00094597245,0.0010687936,0.00025133073,0.43005654,0.053939752,0.37870649],"study_design_scores_gemma":[0.0017419272,0.000034470886,0.22210555,0.0007951565,0.00058833073,0.000027930691,0.0019866847,0.007862935,0.00018382171,0.009227883,0.7546847,0.00076060765],"about_ca_topic_score_codex":0.0008600419,"about_ca_topic_score_gemma":0.00077142974,"teacher_disagreement_score":0.7007449,"about_ca_system_score_codex":0.00059275527,"about_ca_system_score_gemma":0.00007553295,"threshold_uncertainty_score":0.99969625},"labels":[],"label_agreement":null},{"id":"W4200565014","doi":"10.17504/protocols.io.bz8wp9xe","title":"[RETRACTED] CannaLeafz CBD Gummies Canada - Does CannaLeafz CBD Gummies Canada Really Work Or Scam? Read This Before Buy! v1","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Business; Engineering","score_opus":0.01718158779923264,"score_gpt":0.2047810924076468,"score_spread":0.18759950460841415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200565014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65378386,0.0008315609,0.000050026298,0.019128688,0.014710386,0.001552826,0.00064244925,0.00046327704,0.3088369],"genre_scores_gemma":[0.6217512,0.00020988274,0.00029084206,0.0112517085,0.0049541546,0.00020254709,0.0030768665,0.00015193607,0.35811087],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937048,0.000029346,0.0015514407,0.0018062011,0.0012829823,0.0016252421],"domain_scores_gemma":[0.99556696,0.00022058707,0.0012410714,0.0018210204,0.00096158544,0.00018875851],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006769252,0.0014321472,0.001591902,0.00047899765,0.0008560846,0.0022659705,0.001878458,0.0009278331,0.046501227],"category_scores_gemma":[0.0006327682,0.0010549504,0.00035150273,0.00096798124,0.0001539056,0.001486352,0.0020382893,0.002265758,0.0002797483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018416149,0.000059962862,0.069294356,0.0017704596,0.00073047134,0.0010256639,0.00030422074,0.0005966458,0.0000017487806,0.0010359179,0.9179627,0.0070337504],"study_design_scores_gemma":[0.0005244377,0.000016242364,0.051547196,0.0017019847,0.0003913209,0.00002410437,0.0039722635,0.0004973864,0.0000772299,0.0012055357,0.9376642,0.0023781096],"about_ca_topic_score_codex":0.9990612,"about_ca_topic_score_gemma":0.9999616,"teacher_disagreement_score":0.04927394,"about_ca_system_score_codex":0.0014035029,"about_ca_system_score_gemma":0.0049182945,"threshold_uncertainty_score":0.9998428},"labels":[],"label_agreement":null},{"id":"W4206261292","doi":"10.1007/978-3-030-94751-4_7","title":"Online Travel Planning for Families with a Child with a Disability","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Tourism; Anxiety; Plan (archaeology); Context (archaeology); Psychology; Order (exchange); Process (computing); Applied psychology; Internet privacy; Computer science; Psychiatry; Geography; Business","score_opus":0.02993842283282311,"score_gpt":0.2130964943953081,"score_spread":0.18315807156248498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206261292","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004562551,0.000058086775,0.00047188523,0.0004402835,0.00013394539,0.00085834623,0.00013455302,0.00018577337,0.9931546],"genre_scores_gemma":[0.26271802,0.00004981357,0.004553587,0.010079701,0.008783445,0.00067678676,0.010991925,0.00070483267,0.7014419],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882793,5.3813335e-7,0.00025111652,0.0004922002,0.00017596899,0.00025224223],"domain_scores_gemma":[0.99930805,0.000066553774,0.00024560405,0.0003182516,0.00004891114,0.00001263633],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001385608,0.00037898283,0.000440033,0.00012738687,0.00031930915,0.00016834984,0.0002417486,0.0001066445,0.0026883238],"category_scores_gemma":[0.000008899387,0.00025562017,0.00010940123,0.00004598066,0.00010188935,0.0006043356,0.000119926306,0.0003388319,0.000022068665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015335692,0.00025466198,0.013761488,0.0016190745,0.00067348836,0.000046607733,0.00015715302,0.000656718,2.3715326e-7,0.9605533,0.003229878,0.017513838],"study_design_scores_gemma":[0.0012233256,0.00012354093,0.0037600056,0.0003533767,0.0002628875,0.000019349487,0.0010394185,0.0008367731,7.4966573e-7,0.009844405,0.98168314,0.0008530093],"about_ca_topic_score_codex":0.00033449804,"about_ca_topic_score_gemma":0.00096387556,"teacher_disagreement_score":0.9784533,"about_ca_system_score_codex":0.00004442622,"about_ca_system_score_gemma":0.000024443796,"threshold_uncertainty_score":0.9999896},"labels":[],"label_agreement":null},{"id":"W4210408028","doi":"10.32920/17326163.v1","title":"Short-term rentals, long term consequences: regulation and enforcement of vacation rentals in small Canadian communities","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Victoria","funders":"","keywords":"Renting; Enforcement; Metropolitan area; Term (time); Business; Typology; Rental housing; Geography; Political science; Law","score_opus":0.06835591645810135,"score_gpt":0.251809768019408,"score_spread":0.18345385156130667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210408028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497453,0.00012340746,0.00003174292,0.00011594849,0.00032971162,0.0005780568,0.000032049993,0.00003544902,0.049008355],"genre_scores_gemma":[0.995746,0.000109285764,0.00006843788,0.00022500071,0.0000956834,0.000088478744,0.0033216758,0.00001582428,0.00032961997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989235,0.000013023743,0.00051539374,0.00023143998,0.00010528789,0.00021134995],"domain_scores_gemma":[0.99926054,0.000038025337,0.00028327774,0.00035259768,0.000046297457,0.00001927444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047891532,0.00020639857,0.00028625655,0.00065378455,0.00016747155,0.00024431222,0.00031948637,0.00013370167,0.0034683326],"category_scores_gemma":[0.000010819407,0.000215833,0.00005240434,0.00011869257,0.0000882603,0.00046131408,0.0005986312,0.00028949865,0.000004526165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018464527,0.000029926547,0.966085,0.0007463914,0.000038649236,0.0000046138266,0.000471239,0.0004521043,0.0000120592,0.027491894,0.00011979726,0.0045298473],"study_design_scores_gemma":[0.00035689972,0.000013274139,0.9722026,0.0006585802,0.00006582752,0.000003703737,0.0021595028,0.002228947,0.00010450493,0.020314323,0.0013794886,0.0005123257],"about_ca_topic_score_codex":0.51926017,"about_ca_topic_score_gemma":0.6836055,"teacher_disagreement_score":0.16434534,"about_ca_system_score_codex":0.00022790724,"about_ca_system_score_gemma":0.000089883884,"threshold_uncertainty_score":0.9974426},"labels":[],"label_agreement":null},{"id":"W4210541432","doi":"10.32920/17326163","title":"Short-term rentals, long term consequences: regulation and enforcement of vacation rentals in small Canadian communities","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of Victoria","funders":"","keywords":"Renting; Enforcement; Metropolitan area; Typology; Term (time); Business; Geography; Political science; Law","score_opus":0.06835591645810135,"score_gpt":0.251809768019408,"score_spread":0.18345385156130667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210541432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497453,0.00012340746,0.00003174292,0.00011594849,0.00032971162,0.0005780568,0.000032049993,0.00003544902,0.049008355],"genre_scores_gemma":[0.995746,0.000109285764,0.00006843788,0.00022500071,0.0000956834,0.000088478744,0.0033216758,0.00001582428,0.00032961997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989235,0.000013023743,0.00051539374,0.00023143998,0.00010528789,0.00021134995],"domain_scores_gemma":[0.99926054,0.000038025337,0.00028327774,0.00035259768,0.000046297457,0.00001927444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047891532,0.00020639857,0.00028625655,0.00065378455,0.00016747155,0.00024431222,0.00031948637,0.00013370167,0.0034683326],"category_scores_gemma":[0.000010819407,0.000215833,0.00005240434,0.00011869257,0.0000882603,0.00046131408,0.0005986312,0.00028949865,0.000004526165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018464527,0.000029926547,0.966085,0.0007463914,0.000038649236,0.0000046138266,0.000471239,0.0004521043,0.0000120592,0.027491894,0.00011979726,0.0045298473],"study_design_scores_gemma":[0.00035689972,0.000013274139,0.9722026,0.0006585802,0.00006582752,0.000003703737,0.0021595028,0.002228947,0.00010450493,0.020314323,0.0013794886,0.0005123257],"about_ca_topic_score_codex":0.51926017,"about_ca_topic_score_gemma":0.6836055,"teacher_disagreement_score":0.16434534,"about_ca_system_score_codex":0.00022790724,"about_ca_system_score_gemma":0.000089883884,"threshold_uncertainty_score":0.9974426},"labels":[],"label_agreement":null},{"id":"W4210710474","doi":"10.3138/9781487532116-005","title":"3 The Principle of Sharing and the Shadow of Canadian Property Law","year":2020,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Shadow (psychology); Property (philosophy); Law and economics; Property law; Law; Political science; Economics; Property rights; Philosophy; Psychology; Epistemology","score_opus":0.028921602215721647,"score_gpt":0.16916833393056366,"score_spread":0.140246731714842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210710474","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002153992,0.00046930934,0.0000019589752,0.00007819947,0.00006409382,0.0003242112,0.000021634658,0.000011288098,0.9988139],"genre_scores_gemma":[0.20285577,0.00036463208,0.00006282907,0.00029973127,0.00027286683,9.565908e-7,0.000025555917,0.000041303167,0.79607636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944675,0.000002335328,0.00016280323,0.0001713237,0.00010312191,0.00011365339],"domain_scores_gemma":[0.9992179,0.000035316938,0.00035447633,0.0002789584,0.00009347574,0.000019840929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001739259,0.00013184696,0.0002755139,0.000029963692,0.0002193596,0.00004071287,0.00055530464,0.00009981708,0.00010467634],"category_scores_gemma":[0.000009907514,0.00008111533,0.0001012462,0.0000021192238,0.00038408037,0.00021999028,0.00044809483,0.000114432994,0.0000020738237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001315454,0.0000015838698,0.000075743636,0.00022246367,0.00012351794,0.0000026521811,0.00034918173,0.0000033371464,0.0000015393881,0.9970549,0.00031441925,0.0017191172],"study_design_scores_gemma":[0.00044235316,0.000007937215,0.00007724398,0.0001322353,0.00012361107,3.5203843e-7,0.00004984491,0.00048992736,0.00000958855,0.004587231,0.9939706,0.00010912978],"about_ca_topic_score_codex":0.9089058,"about_ca_topic_score_gemma":0.8401259,"teacher_disagreement_score":0.9936561,"about_ca_system_score_codex":0.000034970675,"about_ca_system_score_gemma":0.00003821365,"threshold_uncertainty_score":0.33077872},"labels":[],"label_agreement":null},{"id":"W4213007707","doi":"10.3917/vuib.clerg.2019.01.0087","title":"La recherche en management du tourisme","year":2019,"lang":"fr","type":"book-chapter","venue":"Vuibert eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Francophone University Association","funders":"","keywords":"Geology","score_opus":0.13121004272759623,"score_gpt":0.26509756023135944,"score_spread":0.1338875175037632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213007707","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011717204,0.0004762342,0.00022664283,0.0010059259,0.002183702,0.0009481054,0.000015499936,0.00022296076,0.9937492],"genre_scores_gemma":[0.019854715,0.00033112057,0.0013453481,0.0032497633,0.0030094255,0.000043076954,0.00012840594,0.00021890912,0.9718192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973672,0.000053423035,0.0007034763,0.0008966411,0.0003225097,0.0006567222],"domain_scores_gemma":[0.99746644,0.0009711093,0.0005213892,0.00088715274,0.00010315143,0.000050760777],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023953228,0.0008469313,0.0007395685,0.00067947456,0.0002633795,0.0006712498,0.00087767193,0.001779295,0.0062781726],"category_scores_gemma":[0.00009844516,0.0008415817,0.00045333017,0.00006357045,0.000162881,0.0006132338,0.00093941146,0.001760199,0.017552761],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049967217,0.000025933154,0.0006936993,0.0012472402,0.00042742462,0.0002219721,0.00011601367,0.000009905081,0.0000028910358,0.6807998,0.006795807,0.30960938],"study_design_scores_gemma":[0.00070324884,0.000015785246,0.0005252272,0.001119456,0.0004242965,0.000022575454,0.00007531728,0.0003687841,0.000009955381,0.074534126,0.9212285,0.0009727141],"about_ca_topic_score_codex":0.00026716458,"about_ca_topic_score_gemma":0.000100535144,"teacher_disagreement_score":0.9144327,"about_ca_system_score_codex":0.00032201989,"about_ca_system_score_gemma":0.00007441124,"threshold_uncertainty_score":0.9995166},"labels":[],"label_agreement":null},{"id":"W4214554459","doi":"10.1080/13683500.2022.2041564","title":"Does Airbnb offer hedonic or utilitarian products? An experimental analysis of motivations to use Airbnb","year":2022,"lang":"en","type":"article","venue":"Current Issues in Tourism","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Accommodation; Marketing; Product (mathematics); Advertising; Relevance (law); Experiential learning; Psychology; Position (finance); Consumption (sociology); Business; Sociology; Political science","score_opus":0.05706437559020445,"score_gpt":0.30685117863805705,"score_spread":0.2497868030478526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214554459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99701375,0.0002317743,0.00003132218,0.0006254208,0.0012607145,0.00040150562,0.000038724233,0.00007210838,0.0003247058],"genre_scores_gemma":[0.9977294,0.000008125741,0.00019653486,0.00021782583,0.00052923674,0.00012458129,0.00030539863,0.000019539375,0.0008693203],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857515,0.000019039491,0.00043141042,0.0004571361,0.00024002185,0.00027723465],"domain_scores_gemma":[0.9992019,0.000044386066,0.00016316469,0.00049971614,0.00006825717,0.00002255489],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035535867,0.00018617878,0.0003508294,0.001009766,0.00021045578,0.00014334281,0.00040575338,0.000032710705,0.0026203936],"category_scores_gemma":[0.00014114432,0.00013594372,0.00010108149,0.0017972422,0.0000343821,0.0014963436,0.00041794806,0.00019377511,0.000029478962],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058309606,0.0042244927,0.90701497,0.00038340833,0.0006827766,0.000037734433,0.009155539,0.01315286,0.000560112,0.016072454,0.032955974,0.015176605],"study_design_scores_gemma":[0.0008305368,0.000102352315,0.29718134,0.00007697825,0.0003842481,8.262613e-7,0.0041150646,0.012909727,0.001115345,0.0012031094,0.6813401,0.0007403741],"about_ca_topic_score_codex":0.0016242528,"about_ca_topic_score_gemma":0.00038994048,"teacher_disagreement_score":0.6483841,"about_ca_system_score_codex":0.00008528193,"about_ca_system_score_gemma":0.000026554664,"threshold_uncertainty_score":0.9982914},"labels":[],"label_agreement":null},{"id":"W4214834221","doi":"10.1002/smj.3391","title":"Categories and narratives as sources of distinctiveness: Cultural entrepreneurship within and across categories","year":2022,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Optimal distinctiveness theory; Narrative; Craft; Context (archaeology); Entrepreneurship; Sociology; Product (mathematics); Value (mathematics); Marketing; Business; Economic geography; Economics; History; Psychology; Social psychology; Linguistics; Computer science","score_opus":0.029530773585198986,"score_gpt":0.2492397620735256,"score_spread":0.21970898848832662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214834221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9500388,0.00041327736,0.000009240687,0.00030186406,0.00039616713,0.00015065532,0.0000058377505,0.000032111977,0.04865207],"genre_scores_gemma":[0.9985718,0.000067865374,0.000039349816,0.00012398326,0.00027288348,0.000021746328,0.000017488674,0.0000126306695,0.0008722601],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99883676,0.000022688151,0.00035157913,0.00026719228,0.00024455547,0.0002772146],"domain_scores_gemma":[0.9993067,0.000027421054,0.0004573107,0.00011631392,0.00006596032,0.000026302176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000626615,0.00020424553,0.00023738664,0.00013467514,0.001078685,0.00081936317,0.00023320617,0.00002716623,0.00041627506],"category_scores_gemma":[0.000010725271,0.00016587263,0.000050387196,0.00022033001,0.00021705459,0.0009550703,0.00043649177,0.00026864497,0.0000046811797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002768687,0.00007754565,0.20014869,0.00046511786,0.00026471232,0.00014585574,0.008003416,0.00030303435,0.000040036673,0.78923535,0.00008870852,0.00095065415],"study_design_scores_gemma":[0.0007386469,0.00006417139,0.014193832,0.000030156207,0.000053351716,0.00016347034,0.26147276,0.00017575959,0.000037501253,0.72027725,0.0025180397,0.00027505698],"about_ca_topic_score_codex":0.00018969049,"about_ca_topic_score_gemma":0.00005416789,"teacher_disagreement_score":0.25346935,"about_ca_system_score_codex":0.000021971671,"about_ca_system_score_gemma":0.000016673295,"threshold_uncertainty_score":0.82964826},"labels":[],"label_agreement":null},{"id":"W4214870291","doi":"10.24840/2183-0606_009.004_0004","title":"Open Innovation in Services? A Conceptual Model of Barriers to Service Innovation Adoption","year":2022,"lang":"en","type":"article","venue":"Journal of Innovation Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Open innovation; Service innovation; Business; Knowledge management; Service (business); Popularity; Innovation management; Conceptual model; Marketing; Product innovation; Order (exchange); Computer science; Political science","score_opus":0.04860980849822323,"score_gpt":0.26396911330595973,"score_spread":0.21535930480773652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214870291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793199,0.000004143541,0.007872271,0.0022951204,0.00040045189,0.0006183523,0.0000068641903,0.000015736157,0.009467183],"genre_scores_gemma":[0.97963834,0.0000014856245,0.00292762,0.016900538,0.00015544417,0.000052185962,0.0001324844,0.000017991579,0.0001738909],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997363,0.000011722802,0.0017972778,0.00019148206,0.00046084818,0.00017567743],"domain_scores_gemma":[0.9959063,0.000012238434,0.0022823196,0.00019291272,0.0015970549,0.000009154494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030533508,0.00014325851,0.00026056083,0.0038945777,0.00016495303,0.00019311025,0.00074924313,0.000040009505,0.0004282354],"category_scores_gemma":[0.00010128508,0.00015262041,0.000021783351,0.0131112505,0.000012344395,0.0027435296,0.0007755632,0.00024528024,0.000012677057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040222798,0.0001165673,0.011080936,0.0002759874,0.00006342319,0.000005248205,0.0005807624,0.21563643,0.0012392679,0.7606739,0.0026931262,0.0072321403],"study_design_scores_gemma":[0.015731296,0.0004929712,0.073956825,0.0011054786,0.00023742722,0.00002076081,0.06400824,0.33634898,0.0010807967,0.22302824,0.2821263,0.0018626666],"about_ca_topic_score_codex":0.00013162287,"about_ca_topic_score_gemma":0.00003787558,"teacher_disagreement_score":0.53764564,"about_ca_system_score_codex":0.00020419498,"about_ca_system_score_gemma":0.00009907227,"threshold_uncertainty_score":0.62995213},"labels":[],"label_agreement":null},{"id":"W4220676692","doi":"10.3917/entre.211.0015","title":"Presentation","year":2022,"lang":"fr","type":"article","venue":"Revue de l’Entrepreneuriat","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Entrepreneurship; Primer (cosmetics); Political science; Physics; Law; Thermodynamics","score_opus":0.018228926032310307,"score_gpt":0.21194351237201384,"score_spread":0.19371458633970354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220676692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7370457,0.018703166,0.0003974292,0.046534497,0.02054974,0.0012944888,0.0001326677,0.0004765537,0.17486577],"genre_scores_gemma":[0.909284,0.0002935475,0.00015467653,0.0033827724,0.005851863,0.00015114206,0.00036373027,0.00007177721,0.08044649],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984541,0.00003541539,0.00035513652,0.0004639866,0.00017551878,0.0005158357],"domain_scores_gemma":[0.9991044,0.000098340446,0.00030415627,0.00041157828,0.000049466355,0.000032087235],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004497814,0.00021200039,0.0002317455,0.00020240781,0.00047679554,0.00040513946,0.0003938997,0.000079740516,0.019014072],"category_scores_gemma":[0.000114512375,0.00027508257,0.00018202777,0.00043831448,0.00003113928,0.0012685657,0.00058610685,0.00035948155,0.0014863719],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021973148,0.00066753314,0.57297075,0.0022058035,0.00024243933,0.0004636799,0.001102953,0.03581561,0.0001666822,0.12890804,0.15458295,0.102653846],"study_design_scores_gemma":[0.00057460455,0.000018496943,0.014338474,0.00007355122,0.0001528897,0.00007060066,0.00025050834,0.01885073,0.000058736056,0.013510839,0.9517693,0.0003312695],"about_ca_topic_score_codex":0.001011386,"about_ca_topic_score_gemma":0.00006804122,"teacher_disagreement_score":0.7971864,"about_ca_system_score_codex":0.00018467584,"about_ca_system_score_gemma":0.00003963263,"threshold_uncertainty_score":0.99997014},"labels":[],"label_agreement":null},{"id":"W4220909812","doi":"10.3389/fpsyg.2022.826533","title":"Lives of the Lonely: How Collaborative Consumption Services Can Alleviate Social Isolation","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Isolation (microbiology); Social isolation; Consumption (sociology); Internet privacy; Social psychology; Psychotherapist; Computer science; Aesthetics; Art","score_opus":0.019113727100942744,"score_gpt":0.24634776119547938,"score_spread":0.22723403409453663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220909812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98175424,0.00043417016,0.0007244368,0.005582892,0.0041159433,0.0003533026,0.000030172154,0.0000340114,0.0069708093],"genre_scores_gemma":[0.99724835,0.000019568255,0.00020173585,0.0021787095,0.00017533492,0.000035792065,0.000037346283,0.000008029304,0.00009513497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99946046,0.00002553319,0.00014170152,0.00016556784,0.00007623018,0.00013052752],"domain_scores_gemma":[0.99958193,0.000010312323,0.00026005515,0.00011243935,0.000032425174,0.0000028373693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021759447,0.00007627743,0.0001425103,0.00015562474,0.00021878564,0.000034518707,0.00024051782,0.000042509364,0.00018923642],"category_scores_gemma":[0.000007166766,0.000067136214,0.000036277626,0.00034349973,0.00006263975,0.00027469752,0.00010759609,0.00014607511,0.000005866273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018172454,0.00007241901,0.95559466,0.00008487924,0.000052810512,0.0000021186004,0.0020259595,0.00009212998,0.00007225638,0.0017489875,0.03087929,0.009192745],"study_design_scores_gemma":[0.0019769813,0.00003398779,0.7933699,0.0000245707,0.000049642345,0.000003095907,0.009797458,0.005095999,0.000020772462,0.047789063,0.14152844,0.0003101267],"about_ca_topic_score_codex":0.00008578017,"about_ca_topic_score_gemma":0.00024291905,"teacher_disagreement_score":0.16222481,"about_ca_system_score_codex":0.00002776057,"about_ca_system_score_gemma":0.000011171087,"threshold_uncertainty_score":0.27377352},"labels":[],"label_agreement":null},{"id":"W4223946592","doi":"10.22215/timreview/1474","title":"Antecedents, Decisions, and Outcomes of Sharing Economies: A Systematic Literature Review","year":2022,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharing economy; Consumption (sociology); Economics; Business; Economy; Marketing; Microeconomics; Industrial organization; Sociology; Computer science; Social science","score_opus":0.02314583059436791,"score_gpt":0.2632631448150927,"score_spread":0.2401173142207248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223946592","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023406692,0.94313276,0.0003464292,0.0140159745,0.00045442564,0.005693784,0.0000139326585,0.00054841954,0.012387582],"genre_scores_gemma":[0.07478486,0.87165624,0.0010258246,0.048140813,0.00006068128,0.0022835187,0.00031093808,0.000055387874,0.0016817326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","domain_scores_codex":[0.9982546,0.000007718642,0.001063029,0.0003411578,0.00016220396,0.00017126554],"domain_scores_gemma":[0.998332,0.000034235713,0.0009126875,0.0005925913,0.00012440232,0.000004031447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016139125,0.00019143458,0.00073083764,0.0012353514,0.00019527982,0.00006651402,0.0005823394,0.000045237073,0.00036392477],"category_scores_gemma":[0.00030900154,0.00016234028,0.000067346155,0.0033979272,0.000034862856,0.0005765833,0.0011375276,0.00021180586,0.000051972467],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023788384,0.000038581547,0.013862794,0.37117806,0.00015698088,0.000011940456,0.000003536183,0.0000016399417,0.0000012903218,0.5931782,0.0067532016,0.014811365],"study_design_scores_gemma":[0.0010158499,0.000038727412,0.0044672713,0.55108756,0.0012280549,0.000080930586,0.0003379677,0.00028857365,0.00000468925,0.06788292,0.37268218,0.0008852828],"about_ca_topic_score_codex":0.0000029399573,"about_ca_topic_score_gemma":0.0000013600084,"teacher_disagreement_score":0.5252953,"about_ca_system_score_codex":0.000039491042,"about_ca_system_score_gemma":0.0000044441504,"threshold_uncertainty_score":0.6620045},"labels":[],"label_agreement":null},{"id":"W4224044243","doi":"10.54691/bcpbm.v18i.557","title":"The market status and development trend of shared homestays in China","year":2022,"lang":"en","type":"article","venue":"BCP Business & Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Demise; China; Globe; Business; Political science","score_opus":0.012190119363311306,"score_gpt":0.19028988185278184,"score_spread":0.17809976248947054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224044243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96982235,0.0006571642,0.000026935397,0.0007164091,0.00054426224,0.00065655774,0.000010473559,0.0000737078,0.027492126],"genre_scores_gemma":[0.9973568,0.00014281838,0.0003255405,0.00020765727,0.0000745241,0.00022056558,0.00009314431,0.000024374995,0.0015546135],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987019,0.000008798096,0.0003745532,0.00028817175,0.000254735,0.00037186974],"domain_scores_gemma":[0.99945235,0.000033447774,0.000214568,0.00026277016,0.000025358093,0.000011489734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006535057,0.00017435405,0.0001946983,0.00035399143,0.00043754876,0.00016563987,0.00032773,0.000019747635,0.0006737923],"category_scores_gemma":[0.000016525892,0.00014203704,0.000026224943,0.00072520087,0.000041942276,0.00049115036,0.0009896903,0.000107741565,0.000012125362],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022983551,0.00018654848,0.043682136,0.0006156041,0.00009837688,0.000041118587,0.00028769244,0.00083780364,0.0000032420705,0.00576225,0.006400641,0.9418548],"study_design_scores_gemma":[0.0005309228,8.4794243e-7,0.67225385,0.000021907412,0.000012005725,7.233011e-7,0.00049094204,0.00028597898,0.0000011413089,0.0012876991,0.32497928,0.00013473512],"about_ca_topic_score_codex":0.000382619,"about_ca_topic_score_gemma":0.00041611659,"teacher_disagreement_score":0.94172,"about_ca_system_score_codex":0.000072800445,"about_ca_system_score_gemma":0.000022873795,"threshold_uncertainty_score":0.7377553},"labels":[],"label_agreement":null},{"id":"W4225136175","doi":"10.1145/3491101.3519740","title":"Community, Culture, and Capital: Exploring the Financial Practices of Older Hong Kong Immigrants","year":2022,"lang":"en","type":"article","venue":"CHI Conference on Human Factors in Computing Systems Extended Abstracts","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Immigration; Settlement (finance); Social capital; Variety (cybernetics); Financial services; Diversity (politics); Business; Narrative; Financial capital; Cultural diversity; Public relations; Sociology; Finance; Economic growth; Payment; Political science; Human capital; Economics; Social science","score_opus":0.13614692238922033,"score_gpt":0.29866038004381074,"score_spread":0.1625134576545904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225136175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920103,0.00008712294,0.000008946089,0.000037665955,0.0010379022,0.00040835547,0.0000068740123,0.00007985617,0.006322957],"genre_scores_gemma":[0.9994467,0.000005696806,0.000007022603,0.00010145439,0.00028681874,0.000026862288,0.000042322208,0.00002293278,0.00006019187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829847,0.000084205785,0.0006396581,0.00031510752,0.00031248535,0.00035008832],"domain_scores_gemma":[0.99793273,0.00026604702,0.001316798,0.0003837285,0.00008049695,0.000020215803],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013935948,0.000277615,0.00039184693,0.00027572695,0.0013312382,0.00048381137,0.00065128383,0.00006227111,0.000034534147],"category_scores_gemma":[0.00024213057,0.00021774034,0.000066763816,0.00023739124,0.000094872004,0.0008742653,0.0005055035,0.0010945866,0.00000621866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018736339,0.0017658486,0.5383245,0.0032189726,0.00024779903,0.00010123844,0.058708332,0.026043031,0.0011387739,0.3531656,0.00087986677,0.016218677],"study_design_scores_gemma":[0.0005518693,0.00005194211,0.97588503,0.00044562417,0.000019769503,0.000006820116,0.017008604,0.0024541537,0.00007168599,0.0025353867,0.000619247,0.00034984067],"about_ca_topic_score_codex":0.008341903,"about_ca_topic_score_gemma":0.0008158513,"teacher_disagreement_score":0.43756056,"about_ca_system_score_codex":0.00005560997,"about_ca_system_score_gemma":0.00003259101,"threshold_uncertainty_score":0.9999689},"labels":[],"label_agreement":null},{"id":"W4226167670","doi":"10.2139/ssrn.4009268","title":"Managing Airbnb: A Cross-Jurisdictional Review of Approaches for Regulating the Short-Term Rental Market","year":2022,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Renting; Term (time); Business; Sharing economy; Computer science; World Wide Web; Engineering","score_opus":0.06412124785494894,"score_gpt":0.29414495091980447,"score_spread":0.23002370306485553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226167670","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017285112,0.9900406,0.0004004393,0.00015607155,0.0005659775,0.0009797722,0.000017508173,0.000035936464,0.007786414],"genre_scores_gemma":[0.000091977236,0.99550414,0.000025569587,0.00015560762,0.0025841559,0.00022040044,0.0002793957,0.000079694786,0.0010590585],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966296,0.000039368115,0.0011474189,0.00039661655,0.00036829006,0.001418711],"domain_scores_gemma":[0.99796295,0.00024601686,0.0013611629,0.00035254058,0.00006241747,0.000014932079],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0064748656,0.00041909935,0.0010737792,0.00028363115,0.0008545888,0.00029497035,0.0009530486,0.00011818601,0.00081373955],"category_scores_gemma":[0.00012024669,0.00028898503,0.0011490454,0.0004165382,0.000070747854,0.00073079,0.00030826504,0.0021654838,0.000009550089],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021172624,0.000029238729,0.000122024285,0.03704477,0.0004196968,0.0000011675313,0.000005300946,0.0000064212654,6.9761117e-9,0.03447713,0.0011582781,0.9267148],"study_design_scores_gemma":[0.00017155445,0.000022388593,0.000022111337,0.014755085,0.00092644454,0.00037895044,0.00009002877,0.0002656613,1.8597122e-8,0.0372271,0.94581604,0.0003246326],"about_ca_topic_score_codex":0.0000152206985,"about_ca_topic_score_gemma":0.000038761857,"teacher_disagreement_score":0.94465774,"about_ca_system_score_codex":0.0006215535,"about_ca_system_score_gemma":0.0008422678,"threshold_uncertainty_score":0.99995625},"labels":[],"label_agreement":null},{"id":"W4226289476","doi":"10.4018/ijthi.299076","title":"The Impact of Information and Communication Technology Factors on the User Intention to Participate in the Sharing Economy","year":2022,"lang":"en","type":"article","venue":"International Journal of Technology and Human Interaction","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sharing economy; Usability; Structural equation modeling; Information and Communications Technology; Business; Quality (philosophy); Work (physics); Information sharing; Perspective (graphical); Knowledge management; Marketing; Psychology; Computer science; Engineering; Human–computer interaction; World Wide Web","score_opus":0.030576121303811984,"score_gpt":0.29877133357590896,"score_spread":0.26819521227209697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226289476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98989844,0.00002255763,0.00005068606,0.008906378,0.00015819448,0.00010595248,0.0000011359474,0.000009052864,0.00084758806],"genre_scores_gemma":[0.999666,0.00001270267,0.0000061972532,0.00024559538,0.000028557251,0.000022682418,0.000005041216,0.000002554846,0.00001067756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994575,0.000010239552,0.00033231135,0.00005175388,0.00007847313,0.00006971726],"domain_scores_gemma":[0.9991509,0.00009906874,0.0004991464,0.00012103782,0.00012668174,0.0000031800473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066729245,0.00006060369,0.00007725842,0.00087736564,0.0003138726,0.00017184834,0.00052205706,0.000034884022,0.00004937906],"category_scores_gemma":[0.00012997662,0.000032955893,0.00003942488,0.0001988248,0.000067814064,0.0008992685,0.00024102535,0.00039089913,0.0000029449916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002202644,0.00006925191,0.36638534,0.0000054333736,0.0001382572,0.0000014531184,0.0007216641,0.00062204164,0.00013178655,0.6162469,0.0005245365,0.014933105],"study_design_scores_gemma":[0.0010541603,0.0004646674,0.44229043,0.00019497833,0.000049249113,0.00016506448,0.027047629,0.0036256458,0.0004690964,0.42650628,0.09791888,0.00021390186],"about_ca_topic_score_codex":0.00021756643,"about_ca_topic_score_gemma":0.00010369508,"teacher_disagreement_score":0.18974058,"about_ca_system_score_codex":0.00007104839,"about_ca_system_score_gemma":0.000006165785,"threshold_uncertainty_score":0.2414086},"labels":[],"label_agreement":null},{"id":"W4226344213","doi":"10.20867/tosee.06.39","title":"UNDERSTANDING SHORT-TERM RENTAL DATA SOURCES – A VARIETY OF SECOND-BEST SOLUTIONS","year":2021,"lang":"en","type":"article","venue":"Tourism in South East Europe .../Tourism in Southern and Eastern Europe","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Simon Fraser University; University of Ottawa; Massachusetts Institute of Technology","keywords":"Renting; Computer science; Term (time); Variety (cybernetics); Data science; Information source (mathematics); Data source; Market research; World Wide Web; Information retrieval; Database; Marketing; Business; Engineering; Artificial intelligence","score_opus":0.13205693473020366,"score_gpt":0.2426961789071304,"score_spread":0.11063924417692675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226344213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687676,0.0006458,0.00082658546,0.00019724829,0.0005002614,0.00025861763,0.00022488549,0.00009576778,0.028483223],"genre_scores_gemma":[0.9958956,0.000040024934,0.00010070486,0.0003236674,0.0009280046,0.0000059510076,0.00022847745,0.0001078085,0.0023697095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700236,0.000077582896,0.00089688954,0.0009606051,0.0003253394,0.00073719065],"domain_scores_gemma":[0.998439,0.00006321984,0.0003489718,0.0009619217,0.000116153344,0.000070737806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008688429,0.00045795884,0.00059972,0.0004266067,0.00023275193,0.0004965905,0.0008228619,0.0001592314,0.00066205516],"category_scores_gemma":[0.00013411303,0.00045066103,0.00009310907,0.000934641,0.00022125336,0.0011802991,0.001724986,0.0006088989,0.00054036104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026424378,0.00065508974,0.9764938,0.00072606263,0.00015506832,0.0021152522,0.012498389,0.00028897336,0.00053122354,0.0022609788,0.000655362,0.0033556058],"study_design_scores_gemma":[0.021904914,0.00033827662,0.5014275,0.0071541,0.0012674953,0.0006458375,0.23773149,0.08078613,0.00017460575,0.008782042,0.13005103,0.009736615],"about_ca_topic_score_codex":0.00027453783,"about_ca_topic_score_gemma":0.00088282756,"teacher_disagreement_score":0.47506627,"about_ca_system_score_codex":0.000034717013,"about_ca_system_score_gemma":0.00007136311,"threshold_uncertainty_score":0.99979454},"labels":[],"label_agreement":null},{"id":"W4229076282","doi":"10.1155/2022/6462381","title":"The Shared Transportation Industry in China: Examining the Influence of Regional Environmental Factors on New Venture Formation","year":2022,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Zhejiang Wanli University","keywords":"China; Business; Scope (computer science); Venture capital; Government (linguistics); Industrial organization; Entrepreneurship; Capital (architecture); Economic geography; Marketing; Economics; Finance","score_opus":0.01659761315240607,"score_gpt":0.20813308471800462,"score_spread":0.19153547156559855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229076282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991596,0.000059584403,0.000044988163,0.00039466957,0.00016527054,0.0001334733,0.000011856191,0.0000049780047,0.000025596606],"genre_scores_gemma":[0.9994896,0.000027959832,0.000030176332,0.00016747697,0.000096607924,0.000006004074,0.00016166239,0.0000076849565,0.000012829133],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9990536,0.000006987079,0.00047788883,0.00007407795,0.00028895307,0.00009849095],"domain_scores_gemma":[0.9990414,0.000062366045,0.00079733133,0.00007191051,0.000018224302,0.000008818943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000264094,0.000087790955,0.000109504734,0.00011470009,0.00020792587,0.000027965658,0.00018007055,0.000053756045,0.000055893073],"category_scores_gemma":[0.000012527289,0.000058592854,0.00006061176,0.0001788089,0.000020139481,0.0016454001,0.0000022297468,0.0005726758,6.7453516e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042642615,0.00005347974,0.13699971,0.000025397603,0.000019407682,0.000006336901,0.003693284,0.85157204,0.00095648697,0.0011033197,0.00008861722,0.0050555062],"study_design_scores_gemma":[0.000627599,0.000047179805,0.98938596,0.00005140907,0.000021229402,0.0000013894465,0.004185586,0.000073783194,0.000092126924,0.0011558905,0.0042934404,0.00006442278],"about_ca_topic_score_codex":0.000046242632,"about_ca_topic_score_gemma":0.00011253172,"teacher_disagreement_score":0.85238624,"about_ca_system_score_codex":0.000053453536,"about_ca_system_score_gemma":0.00002629393,"threshold_uncertainty_score":0.2488023},"labels":[],"label_agreement":null},{"id":"W4230868087","doi":"10.32920/ryerson.14657100","title":"The Rise of Uber and the [Re]construction of the North American Dream","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Narrative; Dream; Meaning (existential); Aesthetics; Sociology; History; Political science; Psychology; Art; Epistemology; Philosophy; Literature","score_opus":0.01024234376927578,"score_gpt":0.18929764550364553,"score_spread":0.17905530173436976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230868087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97285485,0.00015024912,0.000044151548,0.0012821181,0.00053131976,0.00026175374,0.0000033125884,0.000015536296,0.024856722],"genre_scores_gemma":[0.9989691,0.00016073775,0.00007978931,0.00024297588,0.00025337955,0.000015881082,0.00000756946,0.000008420935,0.00026217257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992965,0.000011890183,0.00029025946,0.00017654289,0.00011679619,0.000108023756],"domain_scores_gemma":[0.99863285,0.00013942302,0.0006208915,0.0004992981,0.00010370872,0.0000038376047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036635675,0.00012873691,0.00024904177,0.0000368831,0.00016330756,0.00022228088,0.0003719236,0.000042236126,0.0000894155],"category_scores_gemma":[0.00008743424,0.00005382064,0.0001438139,0.00019637565,0.0006416808,0.0001634019,0.0009157739,0.00024824735,0.0000029893154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010527977,0.000030619925,0.88095486,0.00034820163,0.0003231744,4.0366479e-7,0.0002893676,0.00044708143,0.0000029921387,0.038571153,0.00093441823,0.07799246],"study_design_scores_gemma":[0.0009431383,0.000005799881,0.93164915,0.00018936896,0.0004331179,0.0000049151317,0.005746051,0.0074450187,0.00018189235,0.021913353,0.031097822,0.00039039817],"about_ca_topic_score_codex":0.0058907983,"about_ca_topic_score_gemma":0.0050720014,"teacher_disagreement_score":0.07760206,"about_ca_system_score_codex":0.0000064101837,"about_ca_system_score_gemma":0.000028804603,"threshold_uncertainty_score":0.89051646},"labels":[],"label_agreement":null},{"id":"W4230966859","doi":"10.1017/9781108626095.009","title":"Personal Futures","year":2021,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Futures contract; Boredom; Alphabet; Heaven; Extension (predicate logic); Aesthetics; Advertising; Economics; Positive economics; Psychology; Business; Computer science; Social psychology; Art; Literature; Philosophy; Financial economics; Linguistics","score_opus":0.025049857768181968,"score_gpt":0.17238740318784443,"score_spread":0.14733754541966246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230966859","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006405946,0.00018461443,0.000035268324,0.00003309481,0.000610229,0.00015945606,0.000057741632,0.00016497081,0.99811405],"genre_scores_gemma":[0.0017789903,0.000029990593,0.000019760739,0.0006482422,0.0018979185,4.121781e-7,0.00023893769,0.00004327418,0.9953425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989797,0.0000020106022,0.0001384117,0.00045602335,0.00017428832,0.00024957675],"domain_scores_gemma":[0.99929297,0.000025627414,0.0002175309,0.00030114944,0.00013655805,0.000026154547],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007258765,0.00032770616,0.0003310436,0.00020986442,0.0002977516,0.00024225142,0.00037680974,0.00032015637,0.0001735503],"category_scores_gemma":[0.000007544498,0.00037720558,0.0002691585,0.000009272695,0.00009031291,0.0003891745,0.00047506823,0.00041636103,0.0001576923],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003656929,0.0000049012824,0.000014399397,0.00016284449,0.00011694722,0.00035326454,0.000010393988,8.9404205e-7,0.0000031968384,0.9028213,0.09414927,0.002326],"study_design_scores_gemma":[0.0003235126,0.0000034548004,0.00006378765,0.00014028017,0.00018482158,0.000008622568,0.00007378514,0.000121630874,0.0000123944565,0.000045807283,0.99856883,0.00045308907],"about_ca_topic_score_codex":0.00029565045,"about_ca_topic_score_gemma":0.000014862864,"teacher_disagreement_score":0.90441954,"about_ca_system_score_codex":0.00007352351,"about_ca_system_score_gemma":0.0000527055,"threshold_uncertainty_score":0.999868},"labels":[],"label_agreement":null},{"id":"W4231063567","doi":"10.32920/ryerson.14654772","title":"Regulating The Digital City: The Planning Challenges Of Airbnb","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Toronto Metropolitan University","funders":"","keywords":"Business; Renting; Corporate governance; Key (lock); Data collection; Marketing; Public relations; Political science; Computer science; Sociology; Finance; Computer security","score_opus":0.0723617835112227,"score_gpt":0.24130898683935811,"score_spread":0.1689472033281354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231063567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55399066,0.0018385408,0.00024883525,0.004458538,0.0008032665,0.00028958102,0.0000035311907,0.00012680584,0.43824026],"genre_scores_gemma":[0.9974723,0.000031671494,0.000045848938,0.00061337935,0.0012679412,0.000018775661,0.000049397862,0.000019767569,0.000480918],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99898696,0.000003990667,0.00032888315,0.00030168446,0.00017807732,0.0002003944],"domain_scores_gemma":[0.9987149,0.00019468357,0.00040894837,0.0005947421,0.00008182524,0.0000048547895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004948256,0.00020714327,0.00026531753,0.0000696001,0.00019995488,0.0010279473,0.0006187131,0.00013779571,0.0002102908],"category_scores_gemma":[0.00014865617,0.0001097076,0.00017650485,0.000100317404,0.00006588223,0.00056460104,0.0017259718,0.000443494,0.000021243153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087071065,0.00020678293,0.13899682,0.00429031,0.0014299419,0.000042313317,0.005503978,0.021271449,0.000018418186,0.4045151,0.007896162,0.41574168],"study_design_scores_gemma":[0.0013631431,0.000026626749,0.32218027,0.0058963615,0.0006855009,0.000039408093,0.07419761,0.09084059,0.00045690214,0.2485811,0.2526241,0.003108403],"about_ca_topic_score_codex":0.00026375116,"about_ca_topic_score_gemma":0.000070645736,"teacher_disagreement_score":0.44348165,"about_ca_system_score_codex":0.000010509105,"about_ca_system_score_gemma":0.00002722666,"threshold_uncertainty_score":0.99125195},"labels":[],"label_agreement":null},{"id":"W4231185097","doi":"10.28945/136","title":"Of Disobedience, Divinations, Monsters and Fumbling: Adopting a Self-Service System","year":2007,"lang":"en","type":"article","venue":"Journal of Information Information Technology and Organizations (Years 1-3)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Civil disobedience; Service (business); Computer science; Psychology; Business; Political science; Law; Politics","score_opus":0.003278559146282419,"score_gpt":0.17447847955986454,"score_spread":0.17119992041358212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231185097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91523737,0.00005527178,0.08002371,0.00085221854,0.00032313052,0.0002116499,0.0000058298956,0.00017188121,0.0031189092],"genre_scores_gemma":[0.99466085,0.00002820823,0.0047546844,0.00047267464,0.000051600964,0.0000014722476,0.000023962255,0.0000041844482,0.0000023460618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987329,0.0000020851467,0.00094411755,0.000038559574,0.00015440046,0.0001279022],"domain_scores_gemma":[0.99750686,0.000043341443,0.0013339142,0.000091981594,0.0010081537,0.00001573556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072071154,0.00009390927,0.00016553506,0.0023908734,0.00020525834,0.00017907203,0.00016554407,0.00014327801,0.000014696348],"category_scores_gemma":[0.0003492669,0.00008832184,0.000019445562,0.002104787,0.000050042716,0.010520449,0.00009903741,0.00016421344,0.000025572155],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056694436,0.000051360974,0.21115825,0.001397397,0.00011630335,0.0000018435703,0.004760356,0.00073783624,0.000032054264,0.7091084,0.00062674796,0.07195273],"study_design_scores_gemma":[0.007447494,0.00025189616,0.5353468,0.0012659399,0.0005315417,0.0011410477,0.113901146,0.057933282,0.0012291302,0.007733212,0.27182359,0.0013949362],"about_ca_topic_score_codex":0.000009258611,"about_ca_topic_score_gemma":0.00000417372,"teacher_disagreement_score":0.70137525,"about_ca_system_score_codex":0.000035430043,"about_ca_system_score_gemma":0.00004136741,"threshold_uncertainty_score":0.7627071},"labels":[],"label_agreement":null},{"id":"W4232240215","doi":"10.29173/cjfy29384","title":"Mini cakes","year":2018,"lang":"fr","type":"article","venue":"Canadian Journal of Family and Youth / Le Journal Canadien de Famille et de la Jeunesse","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.020534445143175036,"score_gpt":0.22719336472084742,"score_spread":0.20665891957767238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232240215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92029226,0.026905151,0.00021216257,0.0052719535,0.0046184477,0.00010534757,0.00010062416,0.000009828124,0.042484224],"genre_scores_gemma":[0.9827567,0.0012124982,0.0003814327,0.007327921,0.0055926703,0.0000012532664,0.00000895741,0.000070126975,0.002648489],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708974,0.00016025563,0.00090031227,0.00026133342,0.0002387346,0.0013496048],"domain_scores_gemma":[0.99662226,0.00022099372,0.0009092991,0.00021483062,0.00086641335,0.0011661751],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0039305035,0.00043079493,0.000621315,0.0011080675,0.0011307156,0.0018908064,0.0006673725,0.00046167275,0.00029756792],"category_scores_gemma":[0.0008217836,0.00042676562,0.00026678943,0.00048563667,0.0006907882,0.0024352446,0.00005165756,0.0014528665,0.00003963062],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061229605,0.00020728834,0.59014916,0.0009160938,0.0015349727,0.024148589,0.058373015,0.0007155018,0.00013560182,0.0931584,0.17698622,0.05306287],"study_design_scores_gemma":[0.002285497,0.00028982642,0.123132296,0.0015217697,0.00048677914,0.012020003,0.040639117,0.00042469837,0.000027200656,0.009939249,0.80838966,0.0008439005],"about_ca_topic_score_codex":0.25456992,"about_ca_topic_score_gemma":0.38767192,"teacher_disagreement_score":0.63140345,"about_ca_system_score_codex":0.0006875682,"about_ca_system_score_gemma":0.0069115823,"threshold_uncertainty_score":0.99981844},"labels":[],"label_agreement":null},{"id":"W4232883596","doi":"10.1007/978-3-030-35032-1_1","title":"Introduction","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ivey Foundation; Western University","funders":"","keywords":"Globe; Sharing economy; Consumption (sociology); Empowerment; Business; Commerce; Political science; Sociology; Economics; Economic growth; Social science; Law","score_opus":0.022861141656393497,"score_gpt":0.1766729529359179,"score_spread":0.1538118112795244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232883596","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000061284536,0.000028577979,0.00008601538,0.0048627304,0.00090808416,0.000090335656,0.0000011452083,0.00022346244,0.99379355],"genre_scores_gemma":[0.0009814586,0.0000104000255,0.000060690574,0.005030101,0.028647825,0.0000023800483,0.00020644211,0.00003914785,0.96502155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943835,9.8941584e-8,0.00014904472,0.00025622454,0.0000722793,0.00008402308],"domain_scores_gemma":[0.99967897,0.0000051089764,0.00012303182,0.00015500849,0.000032296397,0.0000055933697],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005094284,0.00015791623,0.00016268309,0.000103232305,0.00005043552,0.00017208821,0.00011987049,0.00012578384,0.027035039],"category_scores_gemma":[0.000012772178,0.00013968616,0.00007888077,0.000018288858,0.000014177603,0.00052388373,0.00009468134,0.00018126336,0.026409335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004905396,0.0000010420767,0.000010449042,0.000045847177,0.000017198106,0.0000026351838,7.9793995e-7,0.0000015706191,6.115413e-7,0.73175704,0.26199645,0.0061614583],"study_design_scores_gemma":[0.000050458166,0.0000017663042,0.000012567231,0.000009865533,0.000028645482,8.9344906e-7,0.0000018933753,0.00012474012,0.0000017640298,0.12815422,0.871446,0.00016714276],"about_ca_topic_score_codex":0.000024460884,"about_ca_topic_score_gemma":0.000015460948,"teacher_disagreement_score":0.6094496,"about_ca_system_score_codex":0.00001268501,"about_ca_system_score_gemma":0.000006339128,"threshold_uncertainty_score":0.9743487},"labels":[],"label_agreement":null},{"id":"W4233529369","doi":"10.1016/s0306-3747(18)30160-x","title":"Record result for Specialty Additives boosts Lanxess's 2Q 2018 figures","year":2018,"lang":"en","type":"article","venue":"Additives for Polymers","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Earnings before interest, taxes, depreciation, and amortization; Net income; Business; Speciality chemicals; Agricultural economics; Finance; Economics; Earnings; Engineering; Geography","score_opus":0.026673728882790633,"score_gpt":0.25073283496554055,"score_spread":0.22405910608274993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233529369","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17557724,0.0006369368,0.004348172,0.0039325734,0.01197307,0.004323815,0.009447752,0.0010289045,0.7887315],"genre_scores_gemma":[0.8687513,0.00011483105,0.0031181956,0.012329339,0.05980729,0.0012292238,0.0071668364,0.00028687064,0.047196135],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984395,0.000004847898,0.00033930936,0.0005071009,0.000120657955,0.0005885641],"domain_scores_gemma":[0.9988255,0.00038626866,0.00031873453,0.0002674766,0.00016746715,0.000034537694],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023524144,0.00028382658,0.0002999655,0.00023313474,0.00053332286,0.00025685184,0.00032790174,0.00013238822,0.0041482355],"category_scores_gemma":[0.00040897154,0.0002635525,0.00022636632,0.00019189624,0.00024189551,0.0015057818,0.000088228335,0.000094812254,0.00053299195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010719543,0.000082451865,0.0016230269,0.00019078935,0.0002026864,0.0000025864058,0.00024020179,6.3740293e-7,0.00009950032,0.033261623,0.8331576,0.13006693],"study_design_scores_gemma":[0.0012215789,0.00012141021,0.005664611,0.000114696144,0.00006416543,0.0000014598753,0.00064817327,0.00029878377,0.0016839321,0.008191867,0.9815469,0.0004424424],"about_ca_topic_score_codex":0.00030726587,"about_ca_topic_score_gemma":0.00071959995,"teacher_disagreement_score":0.7415354,"about_ca_system_score_codex":0.000033108994,"about_ca_system_score_gemma":0.00003718287,"threshold_uncertainty_score":0.99998164},"labels":[],"label_agreement":null},{"id":"W4235755322","doi":"10.1007/978-3-030-01863-4","title":"Sharing Economy","year":2019,"lang":"en","type":"book","venue":"Springer series in supply chain management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sharing economy; Crowdsourcing; Consumption (sociology); Context (archaeology); Perspective (graphical); Business; Production (economics); Economy; Knowledge management; Industrial organization; Economic system; Economics; Computer science; Microeconomics; Geography; Sociology; World Wide Web; Social science","score_opus":0.01234234394046273,"score_gpt":0.19290606479980446,"score_spread":0.18056372085934172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235755322","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005624474,0.00027126743,0.000054164047,0.00047339435,0.001979887,0.0012780776,0.00000763549,0.00026502347,0.9951081],"genre_scores_gemma":[0.0062589706,0.00019335789,0.00031913762,0.002525215,0.0023412162,0.00023683088,0.00041532132,0.00019649866,0.9875134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997019,0.000003339704,0.0007813125,0.0011619116,0.00024486438,0.0007895512],"domain_scores_gemma":[0.9982413,0.000031409574,0.00046428994,0.0011916659,0.000047968973,0.00002335823],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00069817033,0.00071901135,0.00075804983,0.0012481313,0.0001315723,0.0008234092,0.0013150559,0.0003372258,0.0030252053],"category_scores_gemma":[0.000011519506,0.00079141004,0.00024195126,0.0002363886,0.00008302798,0.002155033,0.0021296723,0.000611852,0.0051486725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008395642,0.000051101713,0.014520792,0.0041087167,0.00026857312,0.00021967989,0.000079199024,0.0005316368,3.019746e-7,0.9092412,0.0628113,0.008083571],"study_design_scores_gemma":[0.0005471098,0.000009127359,0.0016369169,0.00061048736,0.00006985153,0.0000020847895,0.00011387728,0.00048533746,0.000001653783,0.09992831,0.8957321,0.00086316274],"about_ca_topic_score_codex":0.00011721617,"about_ca_topic_score_gemma":0.0002896778,"teacher_disagreement_score":0.8329208,"about_ca_system_score_codex":0.00043897695,"about_ca_system_score_gemma":0.00004624132,"threshold_uncertainty_score":0.99945366},"labels":[],"label_agreement":null},{"id":"W4235896565","doi":"10.32920/ryerson.14639949","title":"Canada, Libraries and the Digital Economy","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital economy; Broadband; Telecommunications; Economy; Business; Economics; Engineering; Computer science; World Wide Web","score_opus":0.011761026354269871,"score_gpt":0.15738305179528136,"score_spread":0.1456220254410115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235896565","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084410734,0.00054362067,0.00009313474,0.007460319,0.00085727015,0.00023725248,0.000010694885,0.00007208443,0.9063149],"genre_scores_gemma":[0.98572963,0.000011262351,0.00003131748,0.009107092,0.0009189979,0.000023432718,0.00019103433,0.000013797862,0.0039734365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937844,0.000001157763,0.00017791396,0.0002503226,0.000049367787,0.00014277712],"domain_scores_gemma":[0.9995162,0.00007106829,0.00012167432,0.00025482292,0.000028613622,0.000007653016],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00009558656,0.00016182606,0.0002275287,0.000037175152,0.00012341645,0.0048850565,0.00024897265,0.00007539554,0.00067530404],"category_scores_gemma":[0.000044507502,0.00010400477,0.00005721548,0.000040018465,0.00007512307,0.0012380389,0.0013787753,0.00022892965,0.000019447149],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045507793,0.000013528457,0.032452643,0.00060475786,0.00024743078,0.000026456673,0.000063338965,0.000115866525,2.9505674e-8,0.83359027,0.11779774,0.015042408],"study_design_scores_gemma":[0.00043732498,4.0080457e-7,0.0048547937,0.000047954003,0.00003916785,0.0000028802197,0.00043183254,0.0040817526,0.0000030068163,0.07523716,0.9145501,0.00031362695],"about_ca_topic_score_codex":0.57322437,"about_ca_topic_score_gemma":0.401188,"teacher_disagreement_score":0.9023415,"about_ca_system_score_codex":0.000014814347,"about_ca_system_score_gemma":0.00029241949,"threshold_uncertainty_score":0.996148},"labels":[],"label_agreement":null},{"id":"W4237039052","doi":"10.31269/triplec.v11i1.458","title":"The Construction of Platform Imperialism in the Globalization Era","year":2013,"lang":"en","type":"article","venue":"tripleC Communication Capitalism & Critique Open Access Journal for a Global Sustainable Information Society","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Samsung; Harvard University; University of Toronto; University of Oxford; Yale University","keywords":"Cultural imperialism; Intellectual property; Globalization; Nexus (standard); Intermediary; Digital Revolution; Capitalism; Citizen journalism; Political science; Political economy; Sociology; Economy; Business; Economics; Engineering; Law; Politics","score_opus":0.028270271368460203,"score_gpt":0.33912330646848016,"score_spread":0.31085303510001994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237039052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7111543,0.0022867427,0.029465796,0.105288826,0.0025021946,0.01843258,0.00011692109,0.00022184002,0.13053082],"genre_scores_gemma":[0.99184895,0.0009183136,0.0008498624,0.005224349,0.00018308788,0.0005606994,0.00030873253,0.000010372688,0.000095638985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9981646,0.000041205923,0.0010235243,0.00010075235,0.00028954967,0.00038037865],"domain_scores_gemma":[0.9964081,0.00020731943,0.001094903,0.00047997397,0.001788119,0.000021576008],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0028622379,0.00017682817,0.00022534552,0.00007709089,0.0017933394,0.012193868,0.0031588192,0.00013356397,0.00009475566],"category_scores_gemma":[0.00048134648,0.000120681485,0.00018627397,0.0008583608,0.00016573786,0.03786795,0.00077081297,0.0002885987,0.000012619145],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006368882,0.000031335672,0.0011945735,0.0001291349,0.000027759981,1.6256217e-7,0.0011142258,0.00017316794,7.2014893e-7,0.9379843,0.04893602,0.010344897],"study_design_scores_gemma":[0.0016802513,0.000017967079,0.0072068856,0.000059164384,0.000034369503,0.000036126483,0.055773467,0.006521743,0.000010738224,0.6371183,0.29131258,0.0002284487],"about_ca_topic_score_codex":0.008231991,"about_ca_topic_score_gemma":0.00023645413,"teacher_disagreement_score":0.30086607,"about_ca_system_score_codex":0.00033744617,"about_ca_system_score_gemma":0.00020021203,"threshold_uncertainty_score":0.9995062},"labels":[],"label_agreement":null},{"id":"W4237202210","doi":"10.32920/ryerson.14654772.v1","title":"Regulating The Digital City: The Planning Challenges Of Airbnb","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Toronto Metropolitan University","funders":"","keywords":"Business; Renting; Corporate governance; Key (lock); Data collection; Marketing; Public relations; Political science; Computer science; Sociology; Finance; Computer security","score_opus":0.0723617835112227,"score_gpt":0.24130898683935811,"score_spread":0.1689472033281354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237202210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55399066,0.0018385408,0.00024883525,0.004458538,0.0008032665,0.00028958102,0.0000035311907,0.00012680584,0.43824026],"genre_scores_gemma":[0.9974723,0.000031671494,0.000045848938,0.00061337935,0.0012679412,0.000018775661,0.000049397862,0.000019767569,0.000480918],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99898696,0.000003990667,0.00032888315,0.00030168446,0.00017807732,0.0002003944],"domain_scores_gemma":[0.9987149,0.00019468357,0.00040894837,0.0005947421,0.00008182524,0.0000048547895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004948256,0.00020714327,0.00026531753,0.0000696001,0.00019995488,0.0010279473,0.0006187131,0.00013779571,0.0002102908],"category_scores_gemma":[0.00014865617,0.0001097076,0.00017650485,0.000100317404,0.00006588223,0.00056460104,0.0017259718,0.000443494,0.000021243153],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087071065,0.00020678293,0.13899682,0.00429031,0.0014299419,0.000042313317,0.005503978,0.021271449,0.000018418186,0.4045151,0.007896162,0.41574168],"study_design_scores_gemma":[0.0013631431,0.000026626749,0.32218027,0.0058963615,0.0006855009,0.000039408093,0.07419761,0.09084059,0.00045690214,0.2485811,0.2526241,0.003108403],"about_ca_topic_score_codex":0.00026375116,"about_ca_topic_score_gemma":0.000070645736,"teacher_disagreement_score":0.44348165,"about_ca_system_score_codex":0.000010509105,"about_ca_system_score_gemma":0.00002722666,"threshold_uncertainty_score":0.99125195},"labels":[],"label_agreement":null},{"id":"W4238085939","doi":"10.32920/ryerson.14652054","title":"Exploring the opportunity for an environmental certification program for Airbnb homeowner hosts","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Certification; Business; Preference; Marketing; Exploratory research; Economics; Sociology; Management","score_opus":0.2753014386574064,"score_gpt":0.2851034232881564,"score_spread":0.009801984630749994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238085939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98305076,0.000041203515,0.0048987507,0.0015843294,0.0018557901,0.0042239283,0.000051298208,0.0003648789,0.003929031],"genre_scores_gemma":[0.9847827,0.00003573724,0.0018265564,0.0008879029,0.0019069045,0.0051585953,0.004704477,0.000053765,0.00064338703],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987209,0.0000046254045,0.0003272938,0.0005352639,0.00011450901,0.00029742846],"domain_scores_gemma":[0.9989911,0.000068527406,0.00026628526,0.0005966745,0.00005279349,0.000024667132],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00055063434,0.0002596228,0.00023410277,0.00009590261,0.0003926765,0.0010607761,0.00043456192,0.00012515302,0.00023481308],"category_scores_gemma":[0.00006580638,0.00018456735,0.00021960014,0.000056335044,0.00003764388,0.0016722395,0.0004258571,0.0002148663,0.000022359734],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013031832,0.00067822833,0.0053388905,0.0013075158,0.00021878975,0.0000014245478,0.00037623956,0.0004641606,0.00013178216,0.0065935017,0.0037227853,0.98103637],"study_design_scores_gemma":[0.0013306356,0.00010442237,0.076599695,0.00022873482,0.00044104527,0.0000031851807,0.0070977965,0.10145361,0.0011734191,0.025712302,0.78395265,0.0019025262],"about_ca_topic_score_codex":0.00023290109,"about_ca_topic_score_gemma":0.00016499925,"teacher_disagreement_score":0.97913384,"about_ca_system_score_codex":0.000050206585,"about_ca_system_score_gemma":0.000038730566,"threshold_uncertainty_score":0.9999762},"labels":[],"label_agreement":null},{"id":"W4239171738","doi":"10.1007/978-3-030-35032-1_20","title":"Conclusion","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ivey Foundation; Western University","funders":"","keywords":"Globe; Sharing economy; Hospitality; Business; Consumption (sociology); Commerce; Economy; Industrial organization; Marketing; Economics; Tourism; Geography; Political science","score_opus":0.0311381048308841,"score_gpt":0.18807973598781683,"score_spread":0.15694163115693271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239171738","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013439682,0.000055978213,0.000064924905,0.0009136782,0.0004342888,0.00012027215,0.0000024717103,0.00022901286,0.9981659],"genre_scores_gemma":[0.006129723,0.000017612396,0.000057626592,0.015452283,0.003932402,0.0000023345592,0.00019573924,0.000053828822,0.97415847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938786,1.1573529e-7,0.00017286408,0.00024105738,0.00009608913,0.00010203165],"domain_scores_gemma":[0.99964964,0.0000132019195,0.00014250302,0.00015321547,0.000032916527,0.000008502491],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000052970194,0.00019160162,0.00020950606,0.00009204961,0.00008139996,0.00016718135,0.00018550754,0.00016911907,0.018643182],"category_scores_gemma":[0.000010468849,0.00016190717,0.00010386917,0.000015770078,0.000018323506,0.0004091438,0.0003103121,0.00018906868,0.020287316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068082963,0.0000013439754,0.000032642736,0.000068423535,0.000018409413,0.0000140715065,0.000001928487,7.8342464e-7,0.0000010332928,0.92215145,0.07056255,0.0071405605],"study_design_scores_gemma":[0.00009322208,0.0000021223893,0.000013611611,0.00003963748,0.000026865957,6.7688086e-7,0.0000021481083,0.00026888566,0.000001535572,0.15397188,0.8453742,0.00020520495],"about_ca_topic_score_codex":0.000046006477,"about_ca_topic_score_gemma":0.000024641551,"teacher_disagreement_score":0.7748117,"about_ca_system_score_codex":0.000012598116,"about_ca_system_score_gemma":0.00001036805,"threshold_uncertainty_score":0.9822539},"labels":[],"label_agreement":null},{"id":"W4241872492","doi":"10.1002/div.3541","title":"Home Depot, Inc.","year":2006,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depot; Square (algebra); Business; Operations management; Engineering; Geography; Archaeology; Mathematics","score_opus":0.01337952623776464,"score_gpt":0.1886889051392698,"score_spread":0.17530937890150516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241872492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9476127,0.00016670744,0.0003574565,0.0007402182,0.0015261234,0.00016027443,0.000006302444,0.00027065916,0.049159553],"genre_scores_gemma":[0.9956977,0.000010099386,0.000092898335,0.0011650043,0.0016131402,0.000014693201,0.00013660856,0.000025797035,0.001244057],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890393,0.0000029551093,0.0002651928,0.0002809384,0.0001889207,0.00035805837],"domain_scores_gemma":[0.9995682,0.000021611302,0.00013923115,0.00023030349,0.000025277543,0.000015354648],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00021785888,0.00018905797,0.00016944148,0.00019885432,0.00022518013,0.00023424468,0.0002888004,0.000068484806,0.0019316359],"category_scores_gemma":[0.000014073636,0.00017298585,0.00010102033,0.0002531944,0.000033031636,0.0013615736,0.0001639431,0.00012651921,0.0029479421],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005495468,0.00017969824,0.818733,0.00013821207,0.00007936898,0.000044066568,0.000019294623,0.0009473083,0.00039712168,0.07441682,0.09655083,0.008439371],"study_design_scores_gemma":[0.0005799053,0.0000061094747,0.31722072,0.00002275196,0.000060910992,0.0000025532172,0.00004295483,0.00082658837,0.00010813644,0.02236654,0.65829104,0.00047176567],"about_ca_topic_score_codex":0.002802818,"about_ca_topic_score_gemma":0.00043833317,"teacher_disagreement_score":0.5617402,"about_ca_system_score_codex":0.000027714275,"about_ca_system_score_gemma":0.000009173295,"threshold_uncertainty_score":0.99898076},"labels":[],"label_agreement":null},{"id":"W4241891272","doi":"10.22215/etd/2011-08808","title":"Mashup network ecosystem structure : a driving force of competitive actions?","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Mashup; Computer science; Humanities; World Wide Web; Art; Web 2.0; Web service","score_opus":0.017894562001334584,"score_gpt":0.21374547499337151,"score_spread":0.19585091299203694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241891272","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40550858,0.000058278158,0.00009671294,0.000007776183,0.002387059,0.0003553443,0.000013843819,0.00012373569,0.59144866],"genre_scores_gemma":[0.9814358,0.000008219934,0.00018147953,0.000111409376,0.0016006366,0.000016224309,0.001300653,0.000042707816,0.015302881],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989869,0.000002862092,0.0003822787,0.00027463658,0.00011213991,0.00024118158],"domain_scores_gemma":[0.9989187,0.000040248964,0.00064839853,0.00022641907,0.00015677267,0.00000943357],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011456512,0.00025740813,0.00039379724,0.00020071313,0.00015006703,0.00012682921,0.00025125584,0.0002625351,0.0037661735],"category_scores_gemma":[0.000020819502,0.00022665219,0.00013593913,0.00021509224,0.000008374558,0.0007661529,0.00004628982,0.00023730473,0.00014517322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023271654,0.00006564591,0.04626574,0.0043864087,0.00065612025,0.00000825497,0.0004128472,0.00048106042,0.00016774888,0.92909807,0.009449589,0.008775822],"study_design_scores_gemma":[0.0024418102,0.000082139966,0.25599557,0.00841446,0.0017380348,0.00001823681,0.017002556,0.009313857,0.0027171602,0.17244086,0.52521056,0.0046247696],"about_ca_topic_score_codex":0.00038493364,"about_ca_topic_score_gemma":0.016958395,"teacher_disagreement_score":0.7566572,"about_ca_system_score_codex":0.00002016794,"about_ca_system_score_gemma":0.000027192234,"threshold_uncertainty_score":0.9971445},"labels":[],"label_agreement":null},{"id":"W4242006441","doi":"10.2139/ssrn.2208098","title":"Forgetting, Non-Forgetting and Quasi-Forgetting in Social Networking: Canadian Policy and Corporate Practice","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Victoria","funders":"","keywords":"Forgetting; Psychology; Cognitive psychology; Political science; Business","score_opus":0.013415652047733984,"score_gpt":0.22001733598320422,"score_spread":0.20660168393547024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242006441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9677351,0.0009009494,0.00027417665,0.010795715,0.00033519097,0.0003788236,8.149394e-7,0.000049396516,0.01952981],"genre_scores_gemma":[0.9906825,0.0003422495,0.00012836287,0.0029813787,0.0054444456,0.000011832154,0.000008523571,0.000042671196,0.00035805168],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99658924,0.000017573959,0.000441912,0.00029157795,0.0001433565,0.0025163484],"domain_scores_gemma":[0.9989232,0.00010432138,0.0006873351,0.00009380759,0.00012235148,0.000068972884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027815083,0.0002462005,0.0002672664,0.0005951279,0.0009592896,0.00094302127,0.00020235578,0.00014468294,0.000023418403],"category_scores_gemma":[0.00038745507,0.00023968963,0.00005186121,0.00047179096,0.00005016078,0.003138338,0.00010849453,0.0015012544,0.000039102466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057983936,0.00006010155,0.38261238,0.000110818764,0.00019221962,0.00003387711,0.00068144436,0.00004448846,0.000057034886,0.2909066,0.0018356163,0.3234074],"study_design_scores_gemma":[0.002725498,0.000108460896,0.066598214,0.00023088006,0.00012266355,0.0007298494,0.010329892,0.022453241,0.000007600647,0.76354057,0.13181767,0.0013354556],"about_ca_topic_score_codex":0.10537962,"about_ca_topic_score_gemma":0.115621515,"teacher_disagreement_score":0.47263396,"about_ca_system_score_codex":0.0005264729,"about_ca_system_score_gemma":0.0009744287,"threshold_uncertainty_score":0.97742593},"labels":[],"label_agreement":null},{"id":"W4242009760","doi":"10.31269/vol12iss1pp40-56","title":"Veblen 2.0: Neoliberal Games of Social Capital and the Attention Economy as Conspicuous Consumption","year":2014,"lang":"en","type":"article","venue":"tripleC Communication Capitalism & Critique Open Access Journal for a Global Sustainable Information Society","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Veblen good; Neoliberalism (international relations); Ideology; Sociology; Conspicuous consumption; Social capital; Political economy; Context (archaeology); Economics; Economic system; Positive economics; Neoclassical economics; Institutional economics; Social science; Political science; Law","score_opus":0.021911450061561442,"score_gpt":0.3340537868515625,"score_spread":0.3121423367900011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242009760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89424825,0.0007048778,0.010442803,0.028980779,0.00037549733,0.0036530562,0.00004175332,0.000108916465,0.061444063],"genre_scores_gemma":[0.99305576,0.00025483462,0.00027143682,0.0054428345,0.00017685411,0.00019622133,0.00026413557,0.000010761581,0.00032713864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99849755,0.00006072659,0.00083257665,0.00012745726,0.00016210756,0.00031956867],"domain_scores_gemma":[0.9971152,0.00018812665,0.0011753526,0.00028368534,0.0012063035,0.000031345502],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002603167,0.00019313266,0.0003568787,0.00008250834,0.001503815,0.00619858,0.0014306405,0.00013961877,0.00012354806],"category_scores_gemma":[0.00029528647,0.00016159909,0.0002465796,0.00022859182,0.0003434597,0.022402618,0.000990316,0.00025102776,0.00001643342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002524688,0.000028432436,0.0011933544,0.0003641878,0.000069757116,1.4160386e-7,0.0018066237,0.00004343763,4.950084e-7,0.9784543,0.014298772,0.0034880375],"study_design_scores_gemma":[0.0072245477,0.000029156387,0.0075923433,0.00006366037,0.00014490855,0.000048016238,0.01908183,0.007724602,0.000008552637,0.7503139,0.20742792,0.00034061176],"about_ca_topic_score_codex":0.003182301,"about_ca_topic_score_gemma":0.00005924003,"teacher_disagreement_score":0.22814043,"about_ca_system_score_codex":0.00018668875,"about_ca_system_score_gemma":0.000118846794,"threshold_uncertainty_score":0.9997961},"labels":[],"label_agreement":null},{"id":"W4242023710","doi":"10.1079/9781789241488.0137","title":"Accommodation.","year":2020,"lang":"en","type":"book-chapter","venue":"Tourism","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Accommodation; Business; Grading (engineering); Marketing; Engineering; Civil engineering; Physics; Optics","score_opus":0.032275816299833456,"score_gpt":0.19566182986651875,"score_spread":0.1633860135666853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242023710","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004190134,0.00010397688,0.00006491429,0.0017179855,0.00052380713,0.00013501805,0.0000065444965,0.00021098294,0.9971949],"genre_scores_gemma":[0.009320093,0.000030907686,0.00016236746,0.011381437,0.014849484,0.000010373933,0.0005829043,0.000115747745,0.9635467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930173,2.9974413e-7,0.00020507212,0.00025195643,0.00011316032,0.00012779194],"domain_scores_gemma":[0.9994857,0.000017249053,0.00021881703,0.00023089125,0.00003606122,0.000011307544],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000690933,0.00021391483,0.00023142893,0.00012808113,0.00008819582,0.00022555633,0.00026693978,0.00019644834,0.007553568],"category_scores_gemma":[0.000015285674,0.0002068157,0.00011353712,0.000023147686,0.000018748347,0.000568287,0.00018487453,0.00029538048,0.016612478],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008387624,0.000003674674,0.000048556692,0.00008939476,0.000043224256,0.000040800183,0.000005763413,0.000005467696,6.594327e-7,0.694559,0.2902341,0.014961015],"study_design_scores_gemma":[0.00010003909,0.0000017867709,0.00008758628,0.000039419545,0.00003846726,8.782127e-7,0.0000016319761,0.00018304099,9.4741796e-7,0.19175011,0.8075767,0.00021937194],"about_ca_topic_score_codex":0.000049055387,"about_ca_topic_score_gemma":0.000010615596,"teacher_disagreement_score":0.5173426,"about_ca_system_score_codex":0.000016270898,"about_ca_system_score_gemma":0.000013594128,"threshold_uncertainty_score":0.99335366},"labels":[],"label_agreement":null},{"id":"W4247907800","doi":"10.22215/etd/2007-08089","title":"\"A shot in the arm: a qualitative study of needle sharing in Ottawa\"","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Canadian Heritage","funders":"","keywords":"Shot (pellet); Library science; Computer science","score_opus":0.0712065030595137,"score_gpt":0.35395338382474045,"score_spread":0.28274688076522675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247907800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.732647,0.000024258225,0.0000018320171,0.000015695923,0.00017610715,0.00046457304,5.083378e-7,0.000015069117,0.26665494],"genre_scores_gemma":[0.9974672,0.0000016245903,0.000012371954,0.00026735078,0.00016387508,0.000056370605,0.00022018314,0.000018606497,0.0017923936],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99865174,0.0000098510745,0.0006176242,0.00029227952,0.00020608313,0.0002224075],"domain_scores_gemma":[0.99921024,0.00016013926,0.00033387128,0.0002350585,0.000057017412,0.0000036680492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019336548,0.00020253586,0.00033433083,0.00081623445,0.00004535613,0.00013671666,0.00047716114,0.00013151631,0.0004342002],"category_scores_gemma":[0.00008678288,0.00014671213,0.0000572776,0.00073236914,0.000009082437,0.0006179188,0.000044003536,0.00035116888,0.000053253076],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006056309,0.0039523602,0.28075916,0.0018905057,0.00018481056,0.00008826587,0.61390495,0.00028996967,0.00001725076,0.08880354,0.0017125284,0.0077910307],"study_design_scores_gemma":[0.00090505264,0.00003272565,0.12486728,0.00019353749,0.000033694585,2.2323621e-7,0.86569715,0.00046913262,0.000010790201,0.006767372,0.0007361624,0.00028686243],"about_ca_topic_score_codex":0.01913844,"about_ca_topic_score_gemma":0.12338839,"teacher_disagreement_score":0.26486254,"about_ca_system_score_codex":0.000025045976,"about_ca_system_score_gemma":0.000013393366,"threshold_uncertainty_score":0.9873932},"labels":[],"label_agreement":null},{"id":"W4250433676","doi":"10.1177/1469540521994325","title":"Book Review: The Property Species: Mine, Yours and the Human Mind (2020) BelkRussell, Yours and mine versus ours alternative claims to property ownership, London. 1469–5405 pp.","year":2021,"lang":"en","type":"article","venue":"Journal of Consumer Culture","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sociology; Political science","score_opus":0.029564952014888537,"score_gpt":0.24961203494401576,"score_spread":0.22004708292912722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250433676","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21155739,0.6218164,0.000018769539,0.14923531,0.0021330826,0.0016386928,0.000027228583,0.000031791682,0.013541322],"genre_scores_gemma":[0.18391722,0.35293463,0.0009234434,0.21226555,0.017707286,0.00022020908,0.00018669972,0.000291045,0.23155391],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984225,0.000050165774,0.0005526911,0.00030747554,0.00035519793,0.0003119574],"domain_scores_gemma":[0.9983451,0.00012787577,0.0006375535,0.00029327755,0.0005291791,0.0000670109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008669821,0.0003162833,0.0005522559,0.000059557886,0.0004255964,0.0006095027,0.00044680413,0.00009441252,0.0007615811],"category_scores_gemma":[0.0004221637,0.000111836984,0.00018631674,0.0002745643,0.00026639207,0.0010684223,0.00020443177,0.00059313443,0.000047793343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044193084,0.000059364673,0.0032079986,0.00030208254,0.0004193391,0.000113758826,0.00090182334,0.000009853254,0.0000840641,0.00031970514,0.98950887,0.004631193],"study_design_scores_gemma":[0.0025967984,0.000044691278,0.0012515268,0.0008438956,0.0005506354,0.00017104803,0.0017282364,0.00003745132,0.000079613936,0.00014618068,0.99229485,0.00025505727],"about_ca_topic_score_codex":0.000100063706,"about_ca_topic_score_gemma":0.00017411499,"teacher_disagreement_score":0.2688818,"about_ca_system_score_codex":0.00003566286,"about_ca_system_score_gemma":0.0000575553,"threshold_uncertainty_score":0.8338779},"labels":[],"label_agreement":null},{"id":"W4252321444","doi":"10.1057/9780230244863_2","title":"Conspicuous Consumption","year":2009,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Veblen good; Conspicuous consumption; Consumption (sociology); Luxury goods; Neoclassical economics; Purchasing; Perspective (graphical); Sociology; Goods and services; Economics; Aesthetics; Commerce; Advertising; Art; Business; Economy; Institutional economics; Operations management; Visual arts","score_opus":0.03135360921806833,"score_gpt":0.21697283956671182,"score_spread":0.18561923034864347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252321444","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005545624,0.00044902955,0.000025314197,0.000064660635,0.00064590346,0.0004694482,0.000026814592,0.00032650898,0.9974378],"genre_scores_gemma":[0.9678878,0.000055063872,0.00006543873,0.0025619364,0.0021685308,0.000014248687,0.00027531013,0.00008773615,0.026883919],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982827,0.0000019027417,0.0004970272,0.00055895664,0.00024119258,0.0004182327],"domain_scores_gemma":[0.9987712,0.00004787077,0.00050140877,0.0005411007,0.00010508957,0.000033322598],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019967157,0.00056775234,0.00055214064,0.00042678544,0.00019794184,0.00032646448,0.0003642259,0.0004469375,0.0032740058],"category_scores_gemma":[0.0000192198,0.00054644723,0.00027115233,0.000014714875,0.00012286265,0.000004676595,0.00015250366,0.0003946829,0.0065041576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003084511,2.8907212e-7,0.00059565157,0.00013786151,0.00007546002,0.00006904427,0.000010784483,0.0000012820981,0.0000075162466,0.93589026,0.00021558061,0.062965445],"study_design_scores_gemma":[0.0004046926,0.000013964746,0.0009287295,0.00020111437,0.00013679305,0.000019389703,0.0000035410255,0.000056414563,0.000011407846,0.87022054,0.1273283,0.00067512627],"about_ca_topic_score_codex":0.0001144285,"about_ca_topic_score_gemma":0.00018804094,"teacher_disagreement_score":0.9705538,"about_ca_system_score_codex":0.000053261047,"about_ca_system_score_gemma":0.00002884808,"threshold_uncertainty_score":0.9996987},"labels":[],"label_agreement":null},{"id":"W4253171367","doi":"10.1108/978-1-83867-487-820201024","title":"Index","year":2020,"lang":"en","type":"paratext","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gentrification; Tourism; Commodification; Hospitality; Index (typography); Publishing; Geography; Economy; Sociology; Humanities; Political science; Economics; Economic growth; Art; Law; Archaeology","score_opus":0.02790820996267294,"score_gpt":0.21664269348540266,"score_spread":0.18873448352272973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253171367","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012857458,0.00010601331,0.00043410246,0.0008675827,0.0028414906,0.00012643832,0.000005746906,0.00011135283,0.9953787],"genre_scores_gemma":[0.04777806,0.00004988024,0.00005128108,0.033985984,0.018982057,0.000027828723,0.0011808755,0.000081836195,0.8978622],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992393,5.4405405e-7,0.00018809768,0.00028484958,0.00009332155,0.00019385679],"domain_scores_gemma":[0.9996165,0.000013206185,0.00015188381,0.00017770326,0.00003194018,0.000008749861],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005375747,0.00020989926,0.0002576656,0.00014407976,0.000069276466,0.00045298564,0.0003177166,0.00020894424,0.09617953],"category_scores_gemma":[0.000017172346,0.00017556336,0.00009833691,0.00018085784,0.000013953772,0.0006224782,0.000215942,0.00028547828,0.38499716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073051756,0.000005816931,0.0003155315,0.00019852763,0.00002632216,0.000003451541,0.0000021913888,0.000021660737,3.9122182e-7,0.0045812214,0.99204123,0.0027963703],"study_design_scores_gemma":[0.0001235567,0.0000014543423,0.0001606676,0.00002887455,0.000015543701,4.2137867e-7,0.000012072984,0.001137354,0.000002727844,0.0010784762,0.99717206,0.00026676804],"about_ca_topic_score_codex":0.0004841103,"about_ca_topic_score_gemma":0.000036834965,"teacher_disagreement_score":0.28881764,"about_ca_system_score_codex":0.000011739375,"about_ca_system_score_gemma":0.000022723243,"threshold_uncertainty_score":0.9046467},"labels":[],"label_agreement":null},{"id":"W4254943921","doi":"10.1002/div.3135","title":"Home Depot, Inc.","year":2005,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depot; Square (algebra); Business; Operations management; Engineering; Geography; Archaeology; Mathematics","score_opus":0.01950155281233095,"score_gpt":0.20786609099815695,"score_spread":0.188364538185826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254943921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598583,0.00021690958,0.0003010215,0.0025486613,0.0013263931,0.00017880776,0.000005444511,0.00029681696,0.035267673],"genre_scores_gemma":[0.9929605,0.000030253066,0.0002088925,0.0035686397,0.0020926243,0.000014746433,0.00006244731,0.000025931236,0.0010359238],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890465,0.0000029512194,0.00025720792,0.00028209068,0.00018899632,0.00036410888],"domain_scores_gemma":[0.9995493,0.000021582619,0.00012891,0.0002500138,0.000024397137,0.00002577006],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025632553,0.00018933872,0.00016966581,0.00019766393,0.00021722485,0.00020874411,0.00033335495,0.00006881897,0.0037699272],"category_scores_gemma":[0.000024594665,0.00017281983,0.0001003522,0.00022153268,0.000029880897,0.001994032,0.00019389697,0.00014991149,0.0066482793],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014064029,0.0003730323,0.63330084,0.00023241708,0.00028503774,0.000040448947,0.00018030083,0.0025279254,0.000521501,0.0599307,0.14143108,0.16103604],"study_design_scores_gemma":[0.00047328646,0.000005155805,0.06899434,0.000018403261,0.00004688566,0.0000021866313,0.00005341399,0.001610217,0.000089728994,0.0025790506,0.92576313,0.0003641831],"about_ca_topic_score_codex":0.00037157667,"about_ca_topic_score_gemma":0.0002670983,"teacher_disagreement_score":0.78433204,"about_ca_system_score_codex":0.000036658148,"about_ca_system_score_gemma":0.000010255492,"threshold_uncertainty_score":0.99714077},"labels":[],"label_agreement":null},{"id":"W4256426393","doi":"10.32920/ryerson.14652054.v1","title":"Exploring the opportunity for an environmental certification program for Airbnb homeowner hosts","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Certification; Business; Marketing; Preference; Exploratory research; Economics; Sociology; Management","score_opus":0.2753014386574064,"score_gpt":0.2851034232881564,"score_spread":0.009801984630749994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256426393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98305076,0.000041203515,0.0048987507,0.0015843294,0.0018557901,0.0042239283,0.000051298208,0.0003648789,0.003929031],"genre_scores_gemma":[0.9847827,0.00003573724,0.0018265564,0.0008879029,0.0019069045,0.0051585953,0.004704477,0.000053765,0.00064338703],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987209,0.0000046254045,0.0003272938,0.0005352639,0.00011450901,0.00029742846],"domain_scores_gemma":[0.9989911,0.000068527406,0.00026628526,0.0005966745,0.00005279349,0.000024667132],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00055063434,0.0002596228,0.00023410277,0.00009590261,0.0003926765,0.0010607761,0.00043456192,0.00012515302,0.00023481308],"category_scores_gemma":[0.00006580638,0.00018456735,0.00021960014,0.000056335044,0.00003764388,0.0016722395,0.0004258571,0.0002148663,0.000022359734],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013031832,0.00067822833,0.0053388905,0.0013075158,0.00021878975,0.0000014245478,0.00037623956,0.0004641606,0.00013178216,0.0065935017,0.0037227853,0.98103637],"study_design_scores_gemma":[0.0013306356,0.00010442237,0.076599695,0.00022873482,0.00044104527,0.0000031851807,0.0070977965,0.10145361,0.0011734191,0.025712302,0.78395265,0.0019025262],"about_ca_topic_score_codex":0.00023290109,"about_ca_topic_score_gemma":0.00016499925,"teacher_disagreement_score":0.97913384,"about_ca_system_score_codex":0.000050206585,"about_ca_system_score_gemma":0.000038730566,"threshold_uncertainty_score":0.9999762},"labels":[],"label_agreement":null},{"id":"W4281662284","doi":"10.1111/ijcs.12840","title":"Consumer intentions to use collaborative economy platforms: A meta‐analysis","year":2022,"lang":"en","type":"article","venue":"International Journal of Consumer Studies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université du Québec à Chicoutimi","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sharing economy; Hedonism; Willingness to pay; Psychosocial; Flexibility (engineering); Economics; Psychology; Marketing; Social psychology; Microeconomics; Business","score_opus":0.10153176515690703,"score_gpt":0.3167370912276922,"score_spread":0.21520532607078519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281662284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9146903,0.02395639,0.0037460434,0.024152413,0.010046161,0.0011301106,0.00047504692,0.00016359643,0.0216399],"genre_scores_gemma":[0.9934654,0.00016242075,0.0004619322,0.0051299776,0.00023799209,0.00007315158,0.000016635107,0.00001274848,0.00043968906],"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985861,0.000012665042,0.0006443989,0.0001806285,0.00040801388,0.0001681508],"domain_scores_gemma":[0.9969341,0.00038001421,0.0007060914,0.0001292157,0.001826409,0.00002415681],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077019486,0.0001741041,0.00062143913,0.0013057005,0.00029127198,0.00036514478,0.0005099277,0.000019919831,0.0012512918],"category_scores_gemma":[0.00041395013,0.00014101557,0.0005997069,0.00070051936,0.00007118304,0.0019325258,0.0005034129,0.0002186899,0.00007677995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008270845,0.00031847093,0.1175868,0.000030614254,0.76771975,0.00022139735,0.001365837,0.0068632653,0.000021491358,0.047587473,0.0556946,0.0017632347],"study_design_scores_gemma":[0.00092164945,0.00004138444,0.0055476725,0.000012926792,0.04181731,0.000047331174,0.0057366095,0.00033505005,0.0000264973,0.008887642,0.93625987,0.00036606885],"about_ca_topic_score_codex":0.00011480624,"about_ca_topic_score_gemma":0.0002935382,"teacher_disagreement_score":0.8805652,"about_ca_system_score_codex":0.00011783316,"about_ca_system_score_gemma":0.00007458009,"threshold_uncertainty_score":0.9996617},"labels":[],"label_agreement":null},{"id":"W4281676521","doi":"10.18080/jtde.v10n2.504","title":"Measuring Overall Customer Experience in a Hospitality Collaborative Consumption Context","year":2022,"lang":"en","type":"article","venue":"Journal of Telecommunications and the Digital Economy","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Hospitality; Context (archaeology); Hospitality industry; Marketing; Business; Popularity; Accommodation; Customer experience; Consumption (sociology); Customer satisfaction; Scale (ratio); Knowledge management; Tourism; Computer science; Psychology; Sociology","score_opus":0.04041652569083704,"score_gpt":0.23847104211473394,"score_spread":0.1980545164238969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281676521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95324606,0.0006660519,0.000021720574,0.0013040103,0.00009315495,0.00015785106,0.0000050833646,0.000006742564,0.044499326],"genre_scores_gemma":[0.99909025,0.000072038805,0.000033466753,0.00065196527,0.000048921276,0.000037414247,0.000005756468,0.0000050473127,0.000055138626],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938697,0.000015382162,0.00037656043,0.0000712184,0.00005540187,0.00009448353],"domain_scores_gemma":[0.9991303,0.00012966756,0.00045830465,0.00019383896,0.00007850121,0.000009392877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005807598,0.00007252823,0.00017696657,0.00014278844,0.00030659005,0.0004154206,0.00037265985,0.000013978712,0.00011837199],"category_scores_gemma":[0.00006854723,0.000055695924,0.000057958936,0.00014154395,0.0001150011,0.0020072188,0.00028023118,0.00023244657,0.000012373319],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000595735,0.0004148686,0.46182632,0.00005356518,0.0001854528,0.0000077533605,0.0041411985,0.0012598665,0.000003956801,0.482448,0.0011404477,0.04792281],"study_design_scores_gemma":[0.006836463,0.00004792452,0.10547769,0.00007171234,0.00004731042,0.00010264159,0.022364592,0.004855501,0.000011554036,0.063646756,0.7960717,0.00046612334],"about_ca_topic_score_codex":0.00007902853,"about_ca_topic_score_gemma":0.000038395672,"teacher_disagreement_score":0.7949313,"about_ca_system_score_codex":0.000059135924,"about_ca_system_score_gemma":0.000030074601,"threshold_uncertainty_score":0.40059105},"labels":[],"label_agreement":null},{"id":"W4283399700","doi":"10.5585/remark.v21i2.18074","title":"Anti-Utilitarian Market Approach: An Essay on Collaborative Consumption","year":2022,"lang":"pt","type":"article","venue":"ReMark - Revista Brasileira de Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Consumption (sociology); Economics; Psychology; Positive economics; Epistemology; Philosophy; Aesthetics","score_opus":0.029234602640508305,"score_gpt":0.25106445388955967,"score_spread":0.22182985124905136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283399700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84382945,0.0015534259,0.00021685007,0.00020119734,0.0010571463,0.001826691,0.00026060085,0.00035601156,0.15069863],"genre_scores_gemma":[0.9883796,0.00006772826,0.0004787554,0.0019709582,0.0013646986,0.00021297767,0.0007670476,0.00018301423,0.0065752226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99378943,0.0011908505,0.0012699729,0.001634532,0.000815738,0.0012994803],"domain_scores_gemma":[0.99578696,0.0012580887,0.001353187,0.0012117302,0.00024548048,0.00014455317],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014232973,0.00089992746,0.0011076627,0.0007813169,0.002682439,0.0022995197,0.0011340042,0.00028481867,0.012834555],"category_scores_gemma":[0.0018303167,0.0010102784,0.00034641285,0.0015630553,0.00016788374,0.001996254,0.0009472586,0.0014379546,0.00025646944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003091527,0.001059711,0.93334913,0.004877516,0.0003900757,0.0001852911,0.0007730968,0.0007433624,0.0000645146,0.0072804717,0.031021615,0.017163714],"study_design_scores_gemma":[0.001995026,0.0001580311,0.74517447,0.0010975528,0.00042159503,0.000073268726,0.006553975,0.08920126,0.00000407379,0.00010622053,0.15329571,0.001918792],"about_ca_topic_score_codex":0.00014888066,"about_ca_topic_score_gemma":0.000024491605,"teacher_disagreement_score":0.1881746,"about_ca_system_score_codex":0.00084619405,"about_ca_system_score_gemma":0.00031149166,"threshold_uncertainty_score":0.99923474},"labels":[],"label_agreement":null},{"id":"W4285168620","doi":"10.55365/1923.x2022.20.8","title":"Wills or No Wills? A Case Study in Taiwan","year":2022,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Settlor; Probate; Estate planning; Planner; Executor; Beneficiary; Estate; Context (archaeology); Property (philosophy); Government (linguistics); NOMINATE; Business; Law; Psychology; Computer science; Finance; Political science; History; Artificial intelligence","score_opus":0.026932625068781697,"score_gpt":0.23356120490719146,"score_spread":0.20662857983840976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285168620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98922634,0.0071699256,5.4907605e-7,0.000221166,0.00015880633,0.00043513847,0.000010516475,0.0000055270193,0.0027720358],"genre_scores_gemma":[0.9712017,0.02656428,0.000042748565,0.001800403,0.0001023762,0.000080336205,0.000007289155,0.000010291464,0.00019054605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931055,0.0000040187624,0.0003554673,0.00019634832,0.00001838172,0.00011525443],"domain_scores_gemma":[0.9995289,0.000017513219,0.00025773383,0.0001757785,0.00001626442,0.000003815712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053290516,0.000092521506,0.0003175986,0.00007138729,0.000093623305,0.000034299734,0.000122050114,0.000012578211,0.0002374123],"category_scores_gemma":[0.000029733945,0.00008252676,0.000039596263,0.00013330292,0.000014667856,0.0004132402,0.00019389197,0.00008571382,0.000021511478],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028201714,0.0016391273,0.31709412,0.018331114,0.00015017732,0.0022193063,0.00069819734,0.0016466985,0.0000011583794,0.09568185,0.008581119,0.5536751],"study_design_scores_gemma":[0.0008480576,0.00010477521,0.00386393,0.0007046084,0.00003307662,0.00016584387,0.00051612634,0.0044548935,2.4620434e-7,0.0011287052,0.9878848,0.00029492335],"about_ca_topic_score_codex":0.00040304373,"about_ca_topic_score_gemma":0.00039307165,"teacher_disagreement_score":0.9793037,"about_ca_system_score_codex":0.000020984206,"about_ca_system_score_gemma":0.000021429416,"threshold_uncertainty_score":0.33653438},"labels":[],"label_agreement":null},{"id":"W4290085503","doi":"10.54691/bcpbm.v23i.1465","title":"Research on the Key Elements of Airbnb Customers’ Room Monthly Reviews","year":2022,"lang":"en","type":"article","venue":"BCP Business & Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"TRIPS architecture; Renting; Destinations; Business; Key (lock); Sharing economy; Download; Order (exchange); Advertising; Marketing; Geography; Computer science; World Wide Web; Tourism; Finance; Computer security; Engineering","score_opus":0.09414111858240919,"score_gpt":0.29563410670796547,"score_spread":0.20149298812555627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290085503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5763255,0.0013211704,0.00003144735,0.00902659,0.0023588873,0.0049217995,0.000033303942,0.00024005493,0.40574124],"genre_scores_gemma":[0.9897099,0.00019545142,0.00011138083,0.003049543,0.00052298704,0.00096301903,0.00013153836,0.00005281018,0.0052633476],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745107,0.000057781628,0.00061540306,0.00047736257,0.0008556305,0.0005427334],"domain_scores_gemma":[0.99845135,0.00009053982,0.00039579807,0.00086355,0.00018361039,0.000015162335],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003974887,0.00024687912,0.00033063142,0.00070765615,0.00089604245,0.00016965858,0.001155473,0.000033828877,0.0033195338],"category_scores_gemma":[0.000071627,0.00018379236,0.00012470756,0.002251707,0.00006535407,0.00053563,0.0015471263,0.0003659148,0.0010496824],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034058004,0.0009221045,0.0027382388,0.0016697398,0.00028905974,0.00007522087,0.00021241595,0.009691137,0.000020973408,0.16810946,0.37469453,0.44123656],"study_design_scores_gemma":[0.00043123908,0.000005481901,0.07030278,0.00010707197,0.00005033098,4.2099725e-7,0.0008902647,0.00057787995,0.000006600831,0.0040304163,0.9233799,0.00021759837],"about_ca_topic_score_codex":0.00064003415,"about_ca_topic_score_gemma":0.000060921204,"teacher_disagreement_score":0.5486854,"about_ca_system_score_codex":0.00012020454,"about_ca_system_score_gemma":0.000018755305,"threshold_uncertainty_score":0.99972814},"labels":[],"label_agreement":null},{"id":"W4293158497","doi":"10.1108/ejm-10-2021-0828","title":"Role transitions at the prosumer level: spillover effects in the collaborative economy from an interactive marketing perspective","year":2022,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université du Québec à Chicoutimi","funders":"","keywords":"Marketing; Spillover effect; Business; Switchover; Sharing economy; Context (archaeology); Process (computing); Socialization; Knowledge management; Process management; Economics; Computer science; Psychology; Social psychology; Microeconomics","score_opus":0.012283779895645072,"score_gpt":0.21621494374114408,"score_spread":0.203931163845499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293158497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81903493,0.00029230368,0.00004064269,0.0022457864,0.00028518724,0.0003066422,0.00001590052,0.000013841678,0.17776476],"genre_scores_gemma":[0.9965909,0.0000036635358,0.000104766885,0.0022124485,0.00091729657,0.000011703096,0.00001254762,0.000031405776,0.0001152633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974633,0.0014696,0.00042745718,0.00022047636,0.00019679552,0.00022238975],"domain_scores_gemma":[0.9973664,0.0015749718,0.0006962076,0.00018107543,0.0001668868,0.0000144310725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010841446,0.0001679113,0.00019598991,0.00017207586,0.0007418813,0.00038883617,0.0005483861,0.000012385945,0.0007736076],"category_scores_gemma":[0.00082875893,0.00011074273,0.000117812735,0.00035963202,0.000050357667,0.0013517416,0.0002337591,0.0006624332,0.000038373793],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0576791,0.003102747,0.3577337,0.00061837025,0.003372003,0.0053632017,0.24346185,0.030320628,0.005295896,0.013114584,0.07461876,0.20531918],"study_design_scores_gemma":[0.002293399,0.000115709736,0.72488767,0.00028040886,0.00016376397,0.00009840256,0.13796383,0.0027482614,0.000037604816,0.0020363086,0.12892388,0.0004507458],"about_ca_topic_score_codex":0.00007151318,"about_ca_topic_score_gemma":0.00010231031,"teacher_disagreement_score":0.367154,"about_ca_system_score_codex":0.00018020818,"about_ca_system_score_gemma":0.00003497963,"threshold_uncertainty_score":0.847046},"labels":[],"label_agreement":null},{"id":"W4293571753","doi":"10.22230/cjc.2022v47n2a4185","title":"Smart City Toronto: Extraction, Enclosure, Rentier Capitalism","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Capitalism; Politics; Corporate governance; Enclosure; Expansionism; Diversification (marketing strategy); Political economy; Political science; Economic system; Economy; Sociology; Economics; Business; Engineering; Law; Management","score_opus":0.023072510990395815,"score_gpt":0.22375024935737198,"score_spread":0.20067773836697617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293571753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8812141,0.003960179,0.00013193852,0.0032633154,0.0018057681,0.00014080598,0.000009309957,0.000020171525,0.109454446],"genre_scores_gemma":[0.99821573,0.00003694203,0.00010669254,0.0008886277,0.00025589654,0.000005196732,0.000038482543,0.000008783054,0.0004436567],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994126,0.00001620133,0.0002737286,0.000056314857,0.00010864941,0.00013250115],"domain_scores_gemma":[0.9990923,0.000026878322,0.00038561426,0.00030083302,0.00015604783,0.00003836676],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073279365,0.00006360181,0.00010070997,0.00014661058,0.000626969,0.0001763745,0.0005212444,0.000027128452,0.0044850735],"category_scores_gemma":[0.000061224026,0.00006825868,0.000065336164,0.00012093796,0.000026986942,0.0016664442,0.000054174816,0.000251239,0.000020817823],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009334943,0.00014351112,0.452345,0.000055074725,0.00023909102,0.000061019524,0.0018471206,0.0012095113,0.000079560225,0.12543459,0.3698629,0.048629243],"study_design_scores_gemma":[0.00020376888,0.0000092860255,0.06940384,0.0000133024305,0.000025515537,0.00004247345,0.0006999369,0.00020077624,0.0000065595423,0.010202911,0.9190889,0.00010270041],"about_ca_topic_score_codex":0.07529722,"about_ca_topic_score_gemma":0.137482,"teacher_disagreement_score":0.54922605,"about_ca_system_score_codex":0.0002672506,"about_ca_system_score_gemma":0.00018489524,"threshold_uncertainty_score":0.996425},"labels":[],"label_agreement":null},{"id":"W4297139310","doi":"10.4000/viatourism.8079","title":"Dispositivo di controllo, stato di eccezione e corpi turistici: il turismo come fenomeno Biopolitico","year":2022,"lang":"it","type":"article","venue":"Via Tourism Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.016256339575239573,"score_gpt":0.2259571076665837,"score_spread":0.20970076809134414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297139310","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07297911,0.76597685,0.003636575,0.029245136,0.014551336,0.012684138,0.0029968065,0.0013423851,0.09658766],"genre_scores_gemma":[0.9292894,0.036477014,0.000046387795,0.018912213,0.0036738229,0.00068401656,0.0014758701,0.00022458597,0.009216663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99470884,0.00014289572,0.0017637211,0.0011441804,0.0007786198,0.0014617634],"domain_scores_gemma":[0.9967044,0.00032588246,0.0014167413,0.0011643977,0.00021465876,0.00017394233],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016562137,0.0009707863,0.0020172042,0.00041632942,0.0015231231,0.00072203187,0.0012425879,0.00017441384,0.013396197],"category_scores_gemma":[0.00018459336,0.0009278081,0.0007033673,0.0010890983,0.00018308744,0.0013303504,0.0014152068,0.0011531474,0.0028437038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012566785,0.0063262703,0.034874383,0.08960947,0.00399342,0.0053097834,0.0007561644,0.0008598577,0.00015211733,0.12437379,0.5183081,0.21417993],"study_design_scores_gemma":[0.0019592152,0.000151722,0.0036694712,0.0028475716,0.001480654,0.00006162028,0.00014034493,0.0023434523,0.0000063131474,0.0054043657,0.9805233,0.0014119651],"about_ca_topic_score_codex":0.0014307355,"about_ca_topic_score_gemma":0.000018151548,"teacher_disagreement_score":0.8563103,"about_ca_system_score_codex":0.00037120207,"about_ca_system_score_gemma":0.00012064029,"threshold_uncertainty_score":0.9997768},"labels":[],"label_agreement":null},{"id":"W4297243436","doi":"10.32920/ryerson.14639949.v2","title":"Canada,Librariesand the Digital Economy","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digital economy; Broadband; Telecommunications; Economy; Business; Economics; Engineering; Computer science; World Wide Web","score_opus":0.018389332759621287,"score_gpt":0.17468639128064484,"score_spread":0.15629705852102355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297243436","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018990101,0.0000772546,0.00003571498,0.0053597176,0.0017020957,0.0002837812,0.000049754555,0.00011152884,0.97339004],"genre_scores_gemma":[0.9618523,0.0000029767436,0.000010472599,0.017601496,0.0019289021,0.00009814975,0.00067044125,0.00003285532,0.017802386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991093,0.0000013208548,0.00023454627,0.0003161802,0.00010635431,0.00023226673],"domain_scores_gemma":[0.99925584,0.000055923923,0.00019888948,0.0004601649,0.000020182204,0.000009008434],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013144029,0.00020971321,0.00019244429,0.00006698448,0.0003313935,0.002314272,0.00077364536,0.000064081025,0.012448852],"category_scores_gemma":[0.000026540085,0.00014599426,0.00009046011,0.00008251678,0.000030274177,0.000934651,0.002478572,0.0004878025,0.00012079607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014718759,0.000017340923,0.030409848,0.00018338437,0.000120557146,0.000016654032,0.000015430927,0.0011685138,2.029481e-8,0.20886442,0.7532142,0.005974945],"study_design_scores_gemma":[0.000076460616,7.073884e-7,0.0025645525,0.0000061208852,0.000016674512,9.1696853e-7,0.00014878441,0.0016342773,6.5386575e-7,0.035223812,0.9600939,0.00023311179],"about_ca_topic_score_codex":0.5965372,"about_ca_topic_score_gemma":0.29952118,"teacher_disagreement_score":0.9555877,"about_ca_system_score_codex":0.000074895965,"about_ca_system_score_gemma":0.00048949476,"threshold_uncertainty_score":0.9987214},"labels":[],"label_agreement":null},{"id":"W4297474633","doi":"10.3389/fpsyg.2022.1030430","title":"Editorial: Can the sharing economy contribute to wellbeing? Exploring the impact of the sharing economy on individual and collective wellbeing","year":2022,"lang":"en","type":"editorial","venue":"Frontiers in Psychology","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Sharing economy; Psychology; Economy; Public relations; Political science; Economics; Law","score_opus":0.01998269688499005,"score_gpt":0.26345054120860417,"score_spread":0.24346784432361412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297474633","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024552656,0.00023774635,0.00005590662,0.0010437178,0.95604897,0.0013657644,0.00012341501,0.00005289787,0.016518941],"genre_scores_gemma":[0.028004408,0.00007845626,0.00003503199,0.0013891765,0.96900326,0.00085514877,0.00015250164,0.00013039487,0.00035164316],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685407,0.000060388425,0.0008274911,0.001127965,0.00030583207,0.00082428247],"domain_scores_gemma":[0.99710923,0.00071390637,0.0008757295,0.0011316694,0.00012807615,0.000041383657],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024555067,0.0006053552,0.0008903378,0.00070810656,0.0009257538,0.00067036995,0.0027638583,0.00045887884,0.00012644901],"category_scores_gemma":[0.0006562639,0.0003890251,0.0003286175,0.0007764275,0.00020517764,0.00067865464,0.0017226329,0.0022806646,0.000011789466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003058792,0.000040051138,0.03523988,0.00005514052,0.0004208189,0.0000033968256,0.00071003655,0.0007227507,8.3363335e-7,0.00045121394,0.9606322,0.0014178],"study_design_scores_gemma":[0.0013510598,0.000082475606,0.007647613,0.00014881135,0.00012586406,0.0000017319323,0.00064046495,0.00031067082,0.0000036567478,0.032545242,0.9566549,0.00048751503],"about_ca_topic_score_codex":0.0015620998,"about_ca_topic_score_gemma":0.00024469558,"teacher_disagreement_score":0.03209403,"about_ca_system_score_codex":0.000595944,"about_ca_system_score_gemma":0.00021021305,"threshold_uncertainty_score":0.9998562},"labels":[],"label_agreement":null},{"id":"W4297799796","doi":"10.1000/285","title":"Tom Selleck CBD Gummies REVIEWS Price SPAM &amp; LEGIT PRICE GIVEAWAYS OFFERS!","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.06427646309336743,"score_gpt":0.2295702199281619,"score_spread":0.16529375683479447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297799796","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046185814,0.00036284656,0.002365972,0.0018791567,0.0005124211,0.0011434393,0.00008227207,0.0012605152,0.9462076],"genre_scores_gemma":[0.89093304,0.00081719185,0.0012561764,0.010015833,0.0041320524,0.000002518801,0.010137363,0.0043404023,0.0783654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836415,0.000071545706,0.0003429305,0.0004583104,0.0003346786,0.0004283749],"domain_scores_gemma":[0.9989248,0.000026097123,0.00026578546,0.0005034497,0.00023713164,0.000042735985],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013488297,0.00018724699,0.00022162359,0.00033931917,0.0037029134,0.0013704501,0.0012132784,0.000040234787,0.10358597],"category_scores_gemma":[0.00054109294,0.00019404771,0.00008870969,0.0009622989,0.00006600201,0.0010701293,0.002465135,0.00038277908,0.04622538],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008636647,0.0001507135,0.00008314806,0.00026376123,0.000043034408,0.000010495804,0.0006070663,0.00017460165,0.00028299718,0.014931116,0.9531191,0.030247571],"study_design_scores_gemma":[0.0003370355,0.000033792996,0.00053900754,0.000022191927,0.000018133916,0.000026257703,0.00024377836,0.00044870548,0.000013802128,0.00058579067,0.99748385,0.00024762988],"about_ca_topic_score_codex":0.00004725292,"about_ca_topic_score_gemma":9.800059e-7,"teacher_disagreement_score":0.86784214,"about_ca_system_score_codex":0.00014911297,"about_ca_system_score_gemma":0.0000030202168,"threshold_uncertainty_score":0.9996662},"labels":[],"label_agreement":null},{"id":"W4297910777","doi":"10.2139/ssrn.4207034","title":"Value for Money and Selection: How Pricing Affects Airbnb Ratings","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bank of Canada","funders":"","keywords":"Economics; Valuation (finance); Value (mathematics); Exploit; Revenue; Regression discontinuity design; Value for money; Monetary economics; Econometrics; Microeconomics; Statistics; Finance; Computer science; Mathematics","score_opus":0.00838372089009454,"score_gpt":0.19433128426628068,"score_spread":0.18594756337618615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297910777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982276,0.0009391904,0.010234287,0.0033409595,0.00054544606,0.00042474442,0.0000013661916,0.00011112653,0.0021268523],"genre_scores_gemma":[0.9962934,0.000061590654,0.00012645373,0.0007927542,0.0015441028,0.00004143244,0.0000069652806,0.00002599484,0.0011072836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984366,0.000008377057,0.0001270311,0.00019669264,0.00013824827,0.0010930372],"domain_scores_gemma":[0.99961394,0.000053840275,0.00022293879,0.00005347739,0.00004252927,0.000013262591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016033793,0.00013180882,0.00014952962,0.00018480094,0.0012276199,0.00037316678,0.00015887995,0.000032117805,0.000041877676],"category_scores_gemma":[0.00006981095,0.00012603532,0.000076361255,0.00023856385,0.000012607162,0.0009603642,0.000099444864,0.00092239294,0.000004596393],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023131781,0.00007849415,0.025792671,0.00013451408,0.00027351564,0.000004588508,0.00016355379,0.0043727085,0.0007070921,0.9172494,0.0040020733,0.046990097],"study_design_scores_gemma":[0.003938415,0.0005847657,0.0035356437,0.000048117614,0.0002416404,0.0011810332,0.0043221996,0.087997176,0.00017965602,0.6530332,0.24399373,0.0009444192],"about_ca_topic_score_codex":0.000073563446,"about_ca_topic_score_gemma":0.0001493922,"teacher_disagreement_score":0.26421618,"about_ca_system_score_codex":0.0003046371,"about_ca_system_score_gemma":0.00022886558,"threshold_uncertainty_score":0.94419837},"labels":[],"label_agreement":null},{"id":"W4298012451","doi":"10.1108/978-1-80262-681-020221015","title":"Index","year":2022,"lang":"en","type":"paratext","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Computer science; World Wide Web","score_opus":0.02285384484649391,"score_gpt":0.21780792077204808,"score_spread":0.19495407592555417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298012451","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037899052,0.00015074802,0.00008608723,0.00018883725,0.005128181,0.00013531031,0.000009978583,0.00008816992,0.9938337],"genre_scores_gemma":[0.011545319,0.000028493463,0.000011136678,0.007875463,0.004888051,0.000056389392,0.0011823191,0.00004585373,0.97436696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991866,9.874767e-7,0.00018538897,0.0002755318,0.0001323109,0.00021923218],"domain_scores_gemma":[0.9995309,0.000017918646,0.00017036712,0.00025304154,0.000022837647,0.0000049377],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013258333,0.00019285097,0.00022105542,0.00028458348,0.00018222068,0.0003526662,0.00038693644,0.00013168393,0.64621174],"category_scores_gemma":[0.000010118498,0.00017229596,0.00010186628,0.00020898557,0.000012494584,0.00059099897,0.00043055008,0.00036853884,0.17541042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006739054,0.000012365748,0.00043117625,0.00011059814,0.000024582088,0.000003288122,0.000001812506,0.000115405994,1.3145488e-7,0.0057001407,0.99031514,0.0032786003],"study_design_scores_gemma":[0.00012150688,0.000001610583,0.00018368247,0.000010126892,0.000013378185,9.2418134e-7,0.000027313368,0.00045888737,5.9922667e-7,0.0010853712,0.99782795,0.00026866217],"about_ca_topic_score_codex":0.0011876998,"about_ca_topic_score_gemma":0.000049948612,"teacher_disagreement_score":0.47080132,"about_ca_system_score_codex":0.000031164753,"about_ca_system_score_gemma":0.000026526639,"threshold_uncertainty_score":0.8252316},"labels":[],"label_agreement":null},{"id":"W4298130689","doi":"10.1016/j.jretconser.2022.103150","title":"Navigating through difficult times with ethical marketing: Assessing consumers' willingness-to-pay in the sharing economy","year":2022,"lang":"en","type":"article","venue":"Journal of Retailing and Consumer Services","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Willingness to pay; Sharing economy; Business; Marketing; Economics; Microeconomics; Political science","score_opus":0.014950332327135107,"score_gpt":0.2535184761323016,"score_spread":0.2385681438051665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298130689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99245703,0.0007922621,0.00005903528,0.0039845747,0.00018122322,0.00013689256,0.0000010287182,0.00002235345,0.002365612],"genre_scores_gemma":[0.9939171,0.000026426647,0.00054944697,0.0052350857,0.00021853056,0.0000113525475,0.0000060304683,0.000019299581,0.000016736827],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998612,0.000048800248,0.0005542484,0.00026526093,0.00023215875,0.00028752448],"domain_scores_gemma":[0.9985387,0.00046408645,0.00065140665,0.00017011963,0.00015301855,0.000022670682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028629391,0.00019688315,0.00035000645,0.00008824422,0.00065869547,0.0009600945,0.0005196231,0.000073518124,0.0000896235],"category_scores_gemma":[0.00007087265,0.000120609795,0.000064890555,0.00044692846,0.000053870008,0.0013463119,0.00024034573,0.0015495,0.000005835057],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026276178,0.000061444705,0.9792843,0.0005044953,0.00012510983,0.000115826995,0.0025967122,0.0019524988,0.000036565565,0.001335312,0.000059886253,0.013665079],"study_design_scores_gemma":[0.00862353,0.0003168327,0.32590315,0.0076233367,0.0012837314,0.0022144946,0.1888898,0.08268935,0.00017366199,0.019199727,0.36002952,0.003052839],"about_ca_topic_score_codex":0.00033992296,"about_ca_topic_score_gemma":0.00012539804,"teacher_disagreement_score":0.65338117,"about_ca_system_score_codex":0.000027965934,"about_ca_system_score_gemma":0.000045350804,"threshold_uncertainty_score":0.9258213},"labels":[],"label_agreement":null},{"id":"W4304633829","doi":"10.1108/jhti-04-2022-0133","title":"Airbnb phenomenon: a review of literature and future research directions","year":2022,"lang":"en","type":"review","venue":"Journal of Hospitality and Tourism Insights","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renting; Sharing economy; Accommodation; Phenomenon; Marketing; Business; Political science; Psychology","score_opus":0.06512581254823006,"score_gpt":0.32031668957695325,"score_spread":0.2551908770287232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304633829","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018676734,0.9883447,4.4857518e-7,0.0004340396,0.000839593,0.00035855445,0.0000134304855,0.000009640544,0.009812768],"genre_scores_gemma":[0.000029287963,0.99494666,0.000033636345,0.0002273225,0.0045113703,0.00001573432,0.00003860448,0.000022927776,0.00017445828],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980949,0.000075124495,0.0009619564,0.00025857196,0.00040436242,0.00020503886],"domain_scores_gemma":[0.99797004,0.00018754735,0.0012523133,0.00025798267,0.00029261922,0.000039470546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017290501,0.00027759187,0.0014298072,0.00067173864,0.00034280456,0.0002623535,0.000312617,0.0002043397,0.00030226304],"category_scores_gemma":[0.0001226609,0.00018805444,0.00036557563,0.0008777685,0.000091988804,0.0011414645,0.0002837005,0.0013197975,0.000003825536],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011779406,0.00011004308,0.000017449705,0.13963306,0.0002630655,0.0001376978,0.00021844605,2.2045892e-8,1.6035253e-8,0.007871744,0.01056977,0.8411669],"study_design_scores_gemma":[0.00014209411,0.00006440567,0.000048796435,0.037312165,0.0004201991,0.00011632173,0.00010800361,5.1145486e-7,3.480319e-8,0.008541106,0.9530519,0.00019440944],"about_ca_topic_score_codex":0.0000304636,"about_ca_topic_score_gemma":0.0000036765384,"teacher_disagreement_score":0.9424822,"about_ca_system_score_codex":0.000047497346,"about_ca_system_score_gemma":0.000100707264,"threshold_uncertainty_score":0.76686376},"labels":[],"label_agreement":null},{"id":"W4304944435","doi":"10.1287/mksc.2022.1409","title":"The Effect of Short-Term Rentals on Residential Investment","year":2022,"lang":"en","type":"article","venue":"Marketing Science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Renting; Investment (military); Residential real estate; Real estate; Term (time); Business; Finance; Accommodation; Industrial organization; Economics; Microeconomics; Engineering","score_opus":0.011751260699999856,"score_gpt":0.2305471156893754,"score_spread":0.21879585498937554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304944435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9383532,0.000022798558,0.0000015282393,0.00014673317,0.0006786221,0.00016217932,8.2186114e-7,0.000028972725,0.060605176],"genre_scores_gemma":[0.9992327,0.0000012028306,0.000008757842,0.00031144195,0.00015223808,0.00003054028,0.0000022210231,0.0000053346516,0.00025553835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998923,0.000026766751,0.00017405282,0.00022633355,0.00041542604,0.00023444026],"domain_scores_gemma":[0.99924195,0.00036072286,0.00012509263,0.00024450562,0.000019251715,0.000008452605],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006988217,0.000078767865,0.000087007305,0.00013680167,0.0013666878,0.00028011057,0.0006416912,0.000008860682,0.00018580837],"category_scores_gemma":[0.0005555859,0.00005323722,0.000044478238,0.00047913738,0.00019022777,0.00038424323,0.0005521568,0.00011113661,0.000022113267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012019136,0.000067482324,0.89525265,0.00023315915,0.000029418627,0.000020424437,0.00011738181,0.0008996135,0.00866133,0.02174832,0.011887865,0.059880473],"study_design_scores_gemma":[0.00072032976,0.00023271752,0.92609763,0.0001487934,0.000044794717,0.000008892844,0.00029386577,0.0073583256,0.008208886,0.0022677016,0.054159928,0.0004581555],"about_ca_topic_score_codex":0.00006368055,"about_ca_topic_score_gemma":0.000009917672,"teacher_disagreement_score":0.06087956,"about_ca_system_score_codex":0.000049725473,"about_ca_system_score_gemma":0.000018964101,"threshold_uncertainty_score":0.9999334},"labels":[],"label_agreement":null},{"id":"W4306153818","doi":"10.46692/9781447359272.010","title":"The Geography Of Sharing","year":2022,"lang":"en","type":"other","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fair share; Geography; Economic geography; Sociology; Law and economics","score_opus":0.012450251988660241,"score_gpt":0.19021885524132529,"score_spread":0.17776860325266505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306153818","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012353419,0.00037022564,0.0000071612776,0.000068836736,0.00046566283,0.0001154007,0.0000027726971,0.00014396441,0.99870247],"genre_scores_gemma":[0.0023905826,0.000094138995,0.000040120252,0.0009138156,0.0013751601,0.000037163354,0.0000826935,0.00024088084,0.9948254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949926,5.602165e-7,0.00012886347,0.00014896461,0.000092871334,0.00012949965],"domain_scores_gemma":[0.9994623,0.000019611298,0.00021658992,0.0002908797,0.000008195605,0.0000024307624],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001739268,0.00010422642,0.00012445434,0.00022536462,0.0001176874,0.00011157371,0.00044837818,0.000050258088,0.06057231],"category_scores_gemma":[0.000010888061,0.00006734101,0.0000967673,0.00016657049,0.000027856664,0.000103975515,0.00036435522,0.00011078463,0.00024101324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003814489,0.000009438374,0.06956854,0.00010692505,0.000076226075,9.956492e-7,0.0000012582914,0.0000022240154,1.0392087e-7,0.07838557,0.8471856,0.0046593053],"study_design_scores_gemma":[0.000064640044,0.0000010987668,0.0012882935,0.000015349915,0.000017450016,1.6146673e-7,0.000025794661,0.00006868432,3.241836e-7,0.003920374,0.9944989,0.00009894633],"about_ca_topic_score_codex":0.0016934959,"about_ca_topic_score_gemma":0.00028763543,"teacher_disagreement_score":0.14731328,"about_ca_system_score_codex":0.0000039925376,"about_ca_system_score_gemma":0.0000037312116,"threshold_uncertainty_score":0.94028646},"labels":[],"label_agreement":null},{"id":"W4309775316","doi":"10.5278/ojs.njcl.v0i1.2484","title":"Platforms as Private Governance Systems – The Example of Airbnb","year":2018,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Corporate governance; Business; Finance","score_opus":0.23519601573786975,"score_gpt":0.4629957707937171,"score_spread":0.22779975505584737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309775316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461995,0.0032477505,0.00017770102,0.000110247376,0.0015558304,0.00055073824,0.000016211372,0.00004707713,0.048094947],"genre_scores_gemma":[0.99619025,0.0008879055,0.00003067979,0.0007264093,0.0013901071,0.00003137725,0.000010933236,0.000044924232,0.0006874356],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977279,0.000013299219,0.00091984076,0.0003747845,0.0005499326,0.0004142634],"domain_scores_gemma":[0.99678564,0.0002149762,0.0019148581,0.0006955685,0.00034768408,0.000041282645],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017822923,0.00029901366,0.0006380721,0.00031136602,0.0004170067,0.00206598,0.003475523,0.000106735984,0.0075048055],"category_scores_gemma":[0.00029710087,0.00020034217,0.00016989911,0.0009085183,0.00022296446,0.0071079144,0.0013073914,0.00028999452,0.00027094808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040854662,0.0002006294,0.83295554,0.00055866846,0.00039728265,0.00001862538,0.00017734339,0.00030322568,0.0044022393,0.07243057,0.07562633,0.012520994],"study_design_scores_gemma":[0.00062786683,0.000009965286,0.60524046,0.00074699114,0.000094744566,0.000013119188,0.00010338932,0.00089991745,0.0043844767,0.039786227,0.3476017,0.00049112824],"about_ca_topic_score_codex":0.013335485,"about_ca_topic_score_gemma":0.00021303227,"teacher_disagreement_score":0.2719754,"about_ca_system_score_codex":0.00004827519,"about_ca_system_score_gemma":0.000058285837,"threshold_uncertainty_score":0.99897},"labels":[],"label_agreement":null},{"id":"W4310238085","doi":"10.5539/ibr.v15n12p86","title":"Collaborative Consumption and Institutional Theory: Bibliometric Analysis of Scientific Production from 2011 to 2021","year":2022,"lang":"en","type":"article","venue":"International Business Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scopus; Relevance (law); Consumption (sociology); Portfolio; Bibliometrics; Field (mathematics); Sample (material); Process (computing); Computer science; Sociology; Political science; Social science; Business; Library science; MEDLINE","score_opus":0.07917602596275185,"score_gpt":0.3417925361965752,"score_spread":0.2626165102338233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310238085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99421585,0.00014928827,0.00042271812,0.0013471186,0.0011545132,0.0002328962,0.00017182431,0.000013258109,0.0022925506],"genre_scores_gemma":[0.99788624,0.00002556854,0.00010009648,0.00006847447,0.0003467998,0.000091643924,0.0007817108,0.0000058726914,0.0006936067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834573,0.000030409969,0.00021499523,0.00038276665,0.0008741813,0.00015189507],"domain_scores_gemma":[0.9976421,0.00018008403,0.000113022696,0.00017099942,0.0018791248,0.000014676832],"candidate_categories":["bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0021166198,0.00007489311,0.00014070355,0.059644878,0.0005811706,0.00047313375,0.00033199936,0.000024160407,0.0077771293],"category_scores_gemma":[0.0008388978,0.00007393025,0.00003259171,0.08297158,0.00018844818,0.0010731212,0.0005763334,0.00015010402,0.00019354785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066410576,0.00032945548,0.8923364,0.00004979624,0.0009357791,0.000010496022,0.00020759151,0.01747304,0.0031203872,0.042484384,0.0075436374,0.034844916],"study_design_scores_gemma":[0.0001775751,0.00000512177,0.9385797,0.0000117477375,0.000055058543,7.2576967e-7,0.00017070962,0.0029616766,0.00011622223,0.0051079346,0.052721474,0.00009205468],"about_ca_topic_score_codex":0.0012253933,"about_ca_topic_score_gemma":0.0003064257,"teacher_disagreement_score":0.046243288,"about_ca_system_score_codex":0.00010564008,"about_ca_system_score_gemma":0.00008233584,"threshold_uncertainty_score":0.9931299},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4310376483","doi":"10.5430/ijba.v13n6p57","title":"Study of Factors Influencing Older Adults’ Acceptance of Mobile Commerce in China","year":2022,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile commerce; China; Sample (material); Psychology; Value (mathematics); Word of mouth; Usability; Risk perception; Business; Advertising; Marketing; Perception; Geography; Computer science","score_opus":0.01850504603918462,"score_gpt":0.2613788400122922,"score_spread":0.2428737939731076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310376483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99853283,0.00002346735,0.00007890811,0.00009471896,0.0007166347,0.0001657692,0.0000059980157,0.000004861454,0.00037678567],"genre_scores_gemma":[0.99967754,0.0000036458202,0.000021726655,0.000052991025,0.00019513785,0.000009669389,0.00002220538,0.000007985177,0.000009070726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986435,0.000009836995,0.00074975856,0.00009744189,0.000423745,0.00007569308],"domain_scores_gemma":[0.9981339,0.00004026768,0.0012669457,0.00008667895,0.00046569263,0.0000065011313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003431946,0.0000919912,0.00021603443,0.00045352685,0.000045846977,0.000055379332,0.00041555692,0.00002262936,0.00034404203],"category_scores_gemma":[0.00008071764,0.00008661903,0.000053406857,0.00036414654,0.00001699088,0.0012785443,0.000108527616,0.00015867183,8.317921e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005959152,0.0015274233,0.9673203,0.00008252145,0.00008466021,0.000045874564,0.0025899874,0.021683166,0.00020379024,0.0006531913,0.00005722446,0.005155902],"study_design_scores_gemma":[0.0013938689,0.00010624159,0.9875302,0.00010942013,0.000017425644,0.000015852544,0.009508531,0.0006337992,0.00018962994,0.00020504516,0.00020232673,0.00008770648],"about_ca_topic_score_codex":0.00047512873,"about_ca_topic_score_gemma":0.00017933745,"teacher_disagreement_score":0.021049367,"about_ca_system_score_codex":0.000059168902,"about_ca_system_score_gemma":0.00007101401,"threshold_uncertainty_score":0.3767019},"labels":[],"label_agreement":null},{"id":"W4312318682","doi":"10.7202/1090301ar","title":"La consommation collaborative dans l’espace socio-numérique africain : une recherche exploratoire dans les groupes WhatsApp au Bénin","year":2022,"lang":"fr","type":"article","venue":"Management international","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.058795798477639785,"score_gpt":0.27284533243693065,"score_spread":0.21404953395929088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312318682","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11977762,0.0012789592,0.042522475,0.059890736,0.0053495797,0.0013709085,0.00029921372,0.00034890012,0.7691616],"genre_scores_gemma":[0.91227007,0.0005291409,0.0018241955,0.0012931138,0.0010604556,0.00081902486,0.0013140894,0.0000841952,0.080805734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754184,0.00024202742,0.00056158175,0.0006143204,0.0005893917,0.0004508206],"domain_scores_gemma":[0.99846494,0.00041439143,0.0005437085,0.00031357736,0.00022891653,0.00003448275],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002548232,0.0003977581,0.00029106878,0.00047642388,0.0009846461,0.0009113131,0.00091802,0.00019794134,0.0028475248],"category_scores_gemma":[0.00016054786,0.00046573547,0.00016207955,0.0012320343,0.00021284178,0.0026021027,0.0011411719,0.0007231619,0.00036386523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002533026,0.00076188456,0.054904006,0.0005596701,0.0011390564,0.00023963845,0.035505563,0.008127791,0.000052935487,0.7868408,0.05844904,0.0531663],"study_design_scores_gemma":[0.0010118728,0.000030239346,0.0077140024,0.00020243046,0.00009081828,0.000008627598,0.21862568,0.009652485,0.00003586629,0.023761496,0.73835826,0.0005082156],"about_ca_topic_score_codex":0.001776189,"about_ca_topic_score_gemma":0.001956473,"teacher_disagreement_score":0.79249245,"about_ca_system_score_codex":0.0018386412,"about_ca_system_score_gemma":0.00009786335,"threshold_uncertainty_score":0.99977946},"labels":[],"label_agreement":null},{"id":"W4312379132","doi":"10.31436/iiumlj.v30is1.697","title":"POLICY, LEGAL AND REGULATION RESEARCH IN THE SHARING ECONOMY: A BIBLIOMETRIC ANALYSIS AND SYSTEMATIC LITERATURE REVIEW","year":2022,"lang":"en","type":"article","venue":"IIUM Law Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scopus; Sharing economy; Popularity; Bibliometrics; Political science; Systematic review; Business; Law; Computer science","score_opus":0.04719949876983625,"score_gpt":0.3095124755151847,"score_spread":0.2623129767453484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312379132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6358178,0.21129087,0.000114861454,0.029713312,0.0004867722,0.0023028955,0.000012425675,0.000070231894,0.12019079],"genre_scores_gemma":[0.99521846,0.0018567557,0.000013910286,0.0022355444,0.0005268609,0.00003707987,0.000011082419,0.0000071236814,0.00009320867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989446,0.0000634275,0.00035853157,0.00017646716,0.0002398226,0.00021719029],"domain_scores_gemma":[0.9993613,0.00013967414,0.0002131813,0.00018315345,0.00008739269,0.000015338363],"candidate_categories":["bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0065087266,0.00008839958,0.00026418857,0.026647432,0.0008752724,0.0022418797,0.00028984513,0.00002635231,0.00008701713],"category_scores_gemma":[0.000104655366,0.000060760376,0.000068065616,0.05833139,0.0000282619,0.001639586,0.00025897368,0.00054802955,0.0000046775876],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049968665,0.00012632733,0.12211816,0.079911955,0.0006125644,0.00036732183,0.00063730817,0.00044630654,0.0000068219424,0.78632444,0.0034789315,0.00591989],"study_design_scores_gemma":[0.0029454462,0.00014613017,0.4029283,0.043048285,0.0023081908,0.005523317,0.0029387716,0.0495616,0.0000033862677,0.26009417,0.2290731,0.0014293077],"about_ca_topic_score_codex":0.0006367827,"about_ca_topic_score_gemma":0.00028011363,"teacher_disagreement_score":0.5262303,"about_ca_system_score_codex":0.0000500827,"about_ca_system_score_gemma":0.000017288156,"threshold_uncertainty_score":0.9987939},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"systematic_review","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4312469205","doi":"10.2139/ssrn.4312035","title":"Economies of Density and Congestion in the Sharing Economy","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sharing economy; Economics; Economy; Business; Monetary economics; Political science","score_opus":0.011289064718081138,"score_gpt":0.1924177971424743,"score_spread":0.18112873242439317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312469205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932042,0.00032929174,0.000041273568,0.00073599,0.000088381115,0.00007026376,2.5681945e-7,0.0000063984994,0.0055239717],"genre_scores_gemma":[0.99919146,0.00008341274,0.0000026879559,0.00042381202,0.00021166235,0.000006542507,0.0000029997314,0.000004910732,0.00007250996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999234,0.000006355279,0.00017523373,0.000100123376,0.000041524625,0.00044272176],"domain_scores_gemma":[0.9997072,0.00003162717,0.00016712982,0.000076957345,0.000013835108,0.0000032010464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020266941,0.00006133161,0.000100648576,0.00013662507,0.00023979727,0.00010668905,0.00021247237,0.000015196455,0.0000741595],"category_scores_gemma":[0.000017145538,0.00005038202,0.00003219263,0.000085172614,0.000019432015,0.00061746326,0.00011323754,0.00065664743,0.000005281111],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003780881,0.000022210988,0.27783918,0.000014468434,0.000028141687,0.0000018818396,0.00010605591,0.00051841134,0.0000053346885,0.7162448,0.000050280156,0.0051313885],"study_design_scores_gemma":[0.0005662886,0.00003294829,0.046812303,0.000007128878,0.000022136492,0.00017975713,0.004791847,0.0020974758,0.0000055455807,0.93476653,0.010596884,0.000121125624],"about_ca_topic_score_codex":0.00028700146,"about_ca_topic_score_gemma":0.0017728971,"teacher_disagreement_score":0.23102687,"about_ca_system_score_codex":0.00013833612,"about_ca_system_score_gemma":0.00008763731,"threshold_uncertainty_score":0.28528428},"labels":[],"label_agreement":null},{"id":"W4312839722","doi":"10.23977/acss.2022.060409","title":"Network Effects in a Two-Sided Platform: The Rise of Home-Sharing Companies","year":2022,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharing economy; Business; Industrial organization; Network effect; Work (physics); Marketing; Microeconomics; Economics; Computer science; Engineering; World Wide Web","score_opus":0.0211795357541215,"score_gpt":0.23811258524974735,"score_spread":0.21693304949562586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312839722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98069835,0.012925898,0.0031768323,0.000040932744,0.0015860252,0.0005233821,0.000002030571,0.000035288616,0.0010112541],"genre_scores_gemma":[0.9989416,0.00004096098,0.00008296882,0.00023554346,0.0005851036,0.00008668971,0.000005215585,0.000010398094,0.000011496458],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99894357,0.00001986665,0.00040859895,0.00023834888,0.00013905813,0.00025058712],"domain_scores_gemma":[0.9991893,0.00035759291,0.00024959585,0.0001777812,0.000018335717,0.000007396977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009090866,0.00013667405,0.0003483962,0.00015192572,0.0001812668,0.00015876815,0.00032414703,0.000017812203,0.000013859681],"category_scores_gemma":[0.00000847782,0.00010320418,0.000037299786,0.00038717964,0.000034890698,0.0008772582,0.00043495322,0.00018068934,0.000003151466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004888767,0.000033573906,0.24382252,0.00043433715,0.00001526248,0.000019092768,0.00026086686,0.72353894,0.000004719234,0.022621207,0.00014905933,0.009051563],"study_design_scores_gemma":[0.0012402467,0.000037455535,0.017289734,0.0005186883,0.000010751532,0.000011036754,0.0003519424,0.9383055,0.0000026547207,0.03164914,0.0103257485,0.00025713228],"about_ca_topic_score_codex":0.00066401367,"about_ca_topic_score_gemma":0.00021977018,"teacher_disagreement_score":0.22653279,"about_ca_system_score_codex":0.000020736767,"about_ca_system_score_gemma":0.000005886257,"threshold_uncertainty_score":0.4208544},"labels":[],"label_agreement":null},{"id":"W4313019176","doi":"10.5840/cpsem2020/202114","title":"Travels in Hypervirtuality","year":2020,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography; History","score_opus":0.04710572251825544,"score_gpt":0.21025469236028024,"score_spread":0.16314896984202482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313019176","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00090522686,0.00008978799,0.000036516332,0.00079702487,0.0004930109,0.00017337274,0.000015531421,0.000097036456,0.9973925],"genre_scores_gemma":[0.33096483,0.00025181088,0.00050304673,0.040465366,0.012661708,0.0000095383875,0.0010420735,0.00037437075,0.6137273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990237,8.8977123e-7,0.00035026012,0.00031172953,0.00012902178,0.00018444989],"domain_scores_gemma":[0.9994668,0.000043776363,0.00019752742,0.000246395,0.00003168349,0.000013854371],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018524737,0.00025358066,0.00036750518,0.00014838674,0.00004034746,0.00013340834,0.00027141214,0.00028444894,0.001060604],"category_scores_gemma":[0.00005346273,0.00025471507,0.00010992894,0.00004803074,0.000030720406,0.00031170432,0.00016505091,0.00044631615,0.0024317738],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021184656,0.00001601467,0.0020236976,0.00047722657,0.000046038134,0.00008128021,0.00006377801,0.00005271076,0.000002114005,0.9788838,0.008591642,0.009740497],"study_design_scores_gemma":[0.00020707882,0.000004032536,0.0008884,0.00015960207,0.000042453976,0.0000012151245,0.00001044819,0.0009341385,0.0000029491605,0.18479797,0.8125767,0.0003749924],"about_ca_topic_score_codex":0.000068832465,"about_ca_topic_score_gemma":0.00011748668,"teacher_disagreement_score":0.80398506,"about_ca_system_score_codex":0.00003793276,"about_ca_system_score_gemma":0.000024132765,"threshold_uncertainty_score":0.9999905},"labels":[],"label_agreement":null},{"id":"W4313022540","doi":"10.2139/ssrn.4234740","title":"Gender Differences in Multitasking: Evidence from the Real Estate Brokerage Industry","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Human multitasking; Business; Real estate; Psychology; Cognitive psychology; Finance","score_opus":0.04450802469658015,"score_gpt":0.2375171960858477,"score_spread":0.19300917138926754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313022540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99531543,0.0004936784,0.00010059755,0.0008742488,0.00038867485,0.0000989011,0.0000024156896,0.000027633523,0.002698429],"genre_scores_gemma":[0.9970577,0.0012612679,0.000008160297,0.00050724176,0.0009086941,0.000015437276,0.000008086026,0.000014112281,0.00021929925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981736,0.00002894917,0.00025923902,0.00020328588,0.000238784,0.0010961276],"domain_scores_gemma":[0.99941885,0.00016954562,0.00022116619,0.00015734138,0.000022739694,0.000010369047],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017771404,0.00013391346,0.00014192313,0.00011427972,0.00057230756,0.00029371108,0.0006094765,0.00005904152,0.00056586193],"category_scores_gemma":[0.00008753424,0.0000966487,0.000065235734,0.00028122828,0.000025768039,0.0010058378,0.00023830467,0.0035253358,0.000037392267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007310431,0.000040504383,0.9662457,0.000004896105,0.000066354376,0.000018911634,0.00045040296,0.00051482144,0.000021654309,0.010498585,0.00023726604,0.021827787],"study_design_scores_gemma":[0.0010191781,0.0000449031,0.75127727,0.00006192691,0.00005970907,0.00006646923,0.015053011,0.005886805,0.0000053151502,0.21751224,0.00857295,0.00044021395],"about_ca_topic_score_codex":0.008200111,"about_ca_topic_score_gemma":0.0076978644,"teacher_disagreement_score":0.21496843,"about_ca_system_score_codex":0.00035328284,"about_ca_system_score_gemma":0.00039250185,"threshold_uncertainty_score":0.9987736},"labels":[],"label_agreement":null},{"id":"W4317581955","doi":"10.1016/j.clrc.2023.100103","title":"Can rental platforms contribute to more sustainable fashion consumption? Evidence from a mixed-method study","year":2023,"lang":"en","type":"article","venue":"Cleaner and Responsible Consumption","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Renting; Fast fashion; Clothing; Sustainability; Business; Sharing economy; Consumption (sociology); Marketing; Service (business); Engineering; Computer science; Sociology; Civil engineering","score_opus":0.04308350357909387,"score_gpt":0.30445001629766755,"score_spread":0.2613665127185737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317581955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640274,0.0001159597,0.0004329247,0.00095557,0.0005395136,0.001018512,0.00003240865,0.00040892852,0.00009341494],"genre_scores_gemma":[0.9961833,0.00012455166,0.00015831573,0.00068128045,0.0003534545,0.00011103241,0.00020412673,0.000033603425,0.002150355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980732,0.000028809225,0.00041027908,0.000646948,0.00027408003,0.0005666384],"domain_scores_gemma":[0.998689,0.000532998,0.00016441825,0.00038386474,0.00015378126,0.00007593832],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015109889,0.00028391412,0.00034572536,0.0007149403,0.00058886915,0.00057434576,0.00024160995,0.00013979792,0.00030467968],"category_scores_gemma":[0.00050504104,0.00024747,0.00007205533,0.00060593593,0.00007201258,0.0014528898,0.00043842397,0.00023153577,0.0012927048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001345772,0.000118814176,0.9748334,0.0003180086,0.00010631931,0.00021516661,0.0011151233,0.00041845348,0.0011943388,0.003487491,0.0061511793,0.010695917],"study_design_scores_gemma":[0.0015759538,0.000066298046,0.9798174,0.00022626128,0.0001260022,0.000009455481,0.0065963627,0.0041286442,0.00021102322,0.0027943547,0.003963691,0.0004845715],"about_ca_topic_score_codex":0.0011200176,"about_ca_topic_score_gemma":0.0008364258,"teacher_disagreement_score":0.010211345,"about_ca_system_score_codex":0.000088849796,"about_ca_system_score_gemma":0.00005178542,"threshold_uncertainty_score":0.99999774},"labels":[],"label_agreement":null},{"id":"W4317893922","doi":"10.4324/9780429327292","title":"Mobile Payments, Consumer Policy, and the Law","year":2023,"lang":"en","type":"book","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Payment; Business; Mobile payment; Internet privacy; Law and economics; Economics; Computer science; Finance","score_opus":0.01977242693521002,"score_gpt":0.22419862232046278,"score_spread":0.20442619538525275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317893922","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005907234,0.0003039654,0.0000041282015,0.0003510668,0.00036556617,0.00042160106,0.000009635613,0.00020345778,0.9982815],"genre_scores_gemma":[0.0011776488,0.00021345033,0.0000054719494,0.009468406,0.0021033608,0.000074445794,0.00015217184,0.0000452147,0.98675984],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992387,0.0000016955603,0.00020514321,0.00023815852,0.00010681937,0.00020946548],"domain_scores_gemma":[0.9994104,0.00014081883,0.00014803019,0.000261945,0.000030645562,0.000008149262],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030275606,0.00020829294,0.0002687847,0.0001338439,0.00020042458,0.0004857118,0.00022533916,0.00014822773,0.00081921666],"category_scores_gemma":[0.000026260792,0.00012301671,0.000086945816,0.00007585645,0.00022023219,0.00036686534,0.00035604218,0.00019448173,0.004012564],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012793119,0.0000028773231,0.00005551814,0.000095718584,0.00006475358,0.0000026048808,0.00001367689,8.725146e-7,3.3483996e-8,0.8058627,0.19171283,0.002175581],"study_design_scores_gemma":[0.00048395773,0.0000016380042,0.000020208763,0.00003828162,0.000051572682,0.000001084497,0.000022659491,0.00009490753,2.7732042e-7,0.17431687,0.82481223,0.00015628296],"about_ca_topic_score_codex":0.0021674638,"about_ca_topic_score_gemma":0.00044889314,"teacher_disagreement_score":0.63309944,"about_ca_system_score_codex":0.000025482452,"about_ca_system_score_gemma":0.000043477867,"threshold_uncertainty_score":0.99676293},"labels":[],"label_agreement":null},{"id":"W4320206268","doi":"10.2991/978-94-6463-098-5_49","title":"Externalization of the Sharing Economy: Case Studies of Companies in the U.S., China, and Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in economics, business and management research/Advances in Economics, Business and Management Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Externalization; China; Business; Economy; Economics; Political science; Psychology","score_opus":0.06193633604420179,"score_gpt":0.3127105821106779,"score_spread":0.25077424606647614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320206268","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.543631,0.050870646,0.000066317945,0.004795124,0.002490777,0.008474192,0.00013996594,0.00006318936,0.3894688],"genre_scores_gemma":[0.3652592,0.6270259,0.000081930164,0.00019210723,0.00027942116,0.00036097234,0.000055314198,0.00009992414,0.0066452427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99581945,0.000054892444,0.0015466936,0.0013352104,0.00029813594,0.0009455948],"domain_scores_gemma":[0.99737734,0.00051742705,0.0007728571,0.0009325768,0.00036096395,0.000038819755],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0045807376,0.0006016036,0.0011674019,0.0024469388,0.00048690962,0.0005043237,0.0012778202,0.00016561733,0.000021668988],"category_scores_gemma":[0.00013159247,0.0005028439,0.000072136114,0.0007383215,0.0013884882,0.003186013,0.0037594317,0.00070600765,0.0000038635467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020563114,0.0000885806,0.03801301,0.012464466,0.00020345945,0.0003251338,0.0002514661,0.015162664,1.2413847e-7,0.8476477,0.00021354426,0.08542417],"study_design_scores_gemma":[0.0024943645,0.00003359738,0.073161595,0.0035542944,0.0000859149,0.000039200106,0.0062347855,0.005668675,0.0000021558697,0.50432205,0.40337598,0.0010273594],"about_ca_topic_score_codex":0.060012463,"about_ca_topic_score_gemma":0.6644895,"teacher_disagreement_score":0.60447705,"about_ca_system_score_codex":0.00043330525,"about_ca_system_score_gemma":0.00009495583,"threshold_uncertainty_score":0.9997423},"labels":[],"label_agreement":null},{"id":"W4320870237","doi":"10.4000/13vhy","title":"Les « nains » de l’Internet sont-ils écologiques? Réflexions historico-environnementales sur les architectures de réseau décentralisées","year":2025,"lang":"fr","type":"article","venue":"Terminal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Geography; Philosophy","score_opus":0.027326778861823962,"score_gpt":0.2571180713034557,"score_spread":0.22979129244163174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320870237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520944,0.010238475,0.0019615928,0.009426482,0.0013761776,0.00035079996,0.000043219978,0.00022412944,0.024284724],"genre_scores_gemma":[0.9725392,0.0002631004,0.0008308602,0.0022238118,0.0011069615,0.000053451582,0.000074371004,0.00003199827,0.022876259],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768317,0.0000460503,0.0004429465,0.000460612,0.00012639456,0.0012408153],"domain_scores_gemma":[0.9991283,0.00021015664,0.00024300365,0.0002963369,0.00004987222,0.00007232257],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00067979534,0.00040150833,0.00036763374,0.0003272853,0.00045761064,0.00046355664,0.00059983804,0.00031204778,0.002634276],"category_scores_gemma":[0.00024946633,0.0004067118,0.00023589646,0.00017646386,0.00043045,0.00051408925,0.00031449556,0.00050526176,0.00014881162],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002287629,0.00064087956,0.62064594,0.00198103,0.00028915927,0.00034182586,0.00092902366,0.00036770772,0.000206134,0.15348008,0.060512856,0.16037661],"study_design_scores_gemma":[0.0008788657,0.00006967957,0.19584681,0.0011250576,0.000415812,0.00006250304,0.0010172455,0.005561279,0.00046028456,0.018495994,0.7753731,0.0006933662],"about_ca_topic_score_codex":0.037532642,"about_ca_topic_score_gemma":0.014337562,"teacher_disagreement_score":0.71486026,"about_ca_system_score_codex":0.0010234849,"about_ca_system_score_gemma":0.00023455101,"threshold_uncertainty_score":0.9998385},"labels":[],"label_agreement":null},{"id":"W4321480065","doi":"10.1111/tesg.12548","title":"Borrowing Spaces: The Geographies of ‘Libraries of Things’ in the Canadian Sharing Economy","year":2023,"lang":"en","type":"article","venue":"Tijdschrift voor Economische en Sociale Geografie","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sharing economy; Negotiation; Space (punctuation); Sustainability; Business; Social capital; Politics; Profit (economics); Knowledge management; Sociology; Economics; Computer science; Political science; Social science; World Wide Web; Neoclassical economics","score_opus":0.021155772699866304,"score_gpt":0.21136884245368684,"score_spread":0.19021306975382055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321480065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84606266,0.00018729943,0.0000024344183,0.004566934,0.0002869495,0.00041207558,0.000010937499,0.00008260223,0.14838812],"genre_scores_gemma":[0.9974501,0.00003241898,0.000039694693,0.0015768685,0.0005576305,0.000066161076,0.000060176968,0.000029201163,0.00018774711],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984177,0.000019650806,0.0005918053,0.00031915793,0.00010581657,0.0005459141],"domain_scores_gemma":[0.99866307,0.00039453304,0.00041158928,0.00044963165,0.000057599525,0.000023574474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021858667,0.00023317731,0.0004069598,0.0007030269,0.0005136721,0.0006123533,0.0011515307,0.0001822272,0.0003548493],"category_scores_gemma":[0.00015927602,0.00017419485,0.00024318724,0.0009653304,0.0002902949,0.0022240605,0.00026703952,0.00036705242,0.0001723286],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023625753,0.00002883903,0.5467761,0.00025567895,0.00015883069,0.0000075592743,0.0039306288,0.00031330198,0.000007523986,0.44212717,0.0033087707,0.0030619428],"study_design_scores_gemma":[0.001436496,0.000024069146,0.3669351,0.00018744521,0.0001567334,0.0000033496942,0.023403643,0.00570474,0.00013607905,0.14290601,0.45826367,0.0008426562],"about_ca_topic_score_codex":0.17932796,"about_ca_topic_score_gemma":0.16600925,"teacher_disagreement_score":0.4549549,"about_ca_system_score_codex":0.000024051891,"about_ca_system_score_gemma":0.00017432879,"threshold_uncertainty_score":0.8492089},"labels":[],"label_agreement":null},{"id":"W4321484400","doi":"10.1016/b978-0-12-822562-2.00072-4","title":"Land-Sparing and Sharing: Identifying Areas of Consensus, Remaining Debate and Alternatives","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biodiversity; Agriculture; Production (economics); Habitat; Wildlife; Politics; Environmental resource management; Sustainable agriculture; Environmental planning; Land use; Natural resource economics; Geography; Business; Political science; Ecology; Economics; Biology","score_opus":0.053641182588174775,"score_gpt":0.2485282612783942,"score_spread":0.19488707869021943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321484400","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047195733,0.0005832162,0.0000032489759,0.000038363163,0.0003471875,0.00027233447,0.000008680246,0.0001335156,0.95141774],"genre_scores_gemma":[0.14270358,0.0002925287,0.00014462182,0.00029177527,0.0010073399,0.000018015038,0.00005216322,0.00016711335,0.85532284],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856997,0.0000021549379,0.00047944853,0.0005188317,0.00016702765,0.00026259062],"domain_scores_gemma":[0.9989625,0.00011925724,0.00055094535,0.0002678768,0.00007288341,0.000026531587],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004927686,0.00034734153,0.0005532985,0.00040378963,0.00017522628,0.00032050558,0.00020620001,0.00017436402,0.00005354888],"category_scores_gemma":[0.00006192416,0.0003350161,0.000089127076,0.000022512164,0.00014033623,0.0002252256,0.00066307426,0.00030564037,0.000059069367],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058000605,0.0000055419227,0.055867843,0.002509091,0.0004866003,0.00015443523,0.0004181545,0.000007341263,0.00002431236,0.13282177,0.000065898814,0.807581],"study_design_scores_gemma":[0.0017568315,0.000029586283,0.019701466,0.009384543,0.0007006536,0.00009157055,0.0002148026,0.0023193993,0.0000625612,0.4488325,0.5149355,0.0019705442],"about_ca_topic_score_codex":0.000028338716,"about_ca_topic_score_gemma":0.0001631883,"teacher_disagreement_score":0.8056105,"about_ca_system_score_codex":0.0000148905965,"about_ca_system_score_gemma":0.000014643076,"threshold_uncertainty_score":0.9999102},"labels":[],"label_agreement":null},{"id":"W4321767427","doi":"10.1016/j.jik.2023.100348","title":"Does income inequality influence the role of a sharing economy in promoting sustainable economic growth? Fresh evidence from emerging markets","year":2023,"lang":"en","type":"article","venue":"Journal of Innovation & Knowledge","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Economic inequality; Endogeneity; Economics; Inequality; Sharing economy; Emerging markets; Context (archaeology); Panel data; Income distribution; Macroeconomics; Econometrics","score_opus":0.01963571940824289,"score_gpt":0.26105474726902006,"score_spread":0.24141902786077718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321767427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99622744,0.00011404547,0.00003057721,0.00059594825,0.00026530036,0.00017055201,0.0000014471905,0.000026198937,0.0025684745],"genre_scores_gemma":[0.9991133,0.000015778458,0.000043866654,0.00008661058,0.00064887083,0.000011587395,0.0000057243024,0.000014227884,0.000060012495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811316,0.00001713247,0.0013248996,0.00018914435,0.000092844064,0.00026283273],"domain_scores_gemma":[0.99719334,0.00032883915,0.001494837,0.00019892701,0.0007744715,0.000009603981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004259981,0.00014057996,0.0002945512,0.0009850404,0.00013990731,0.00026226175,0.0005578406,0.00006321946,0.0001345584],"category_scores_gemma":[0.0014865291,0.00009262188,0.00005852525,0.001579979,0.0000368102,0.004351802,0.00038110334,0.00029885938,0.000053255204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056580735,0.00002543218,0.9746735,0.00030353537,0.00003566525,0.00000593977,0.00088555424,0.00040014193,0.00045046577,0.020115545,0.00011414901,0.0029334873],"study_design_scores_gemma":[0.00057287875,0.000011145654,0.7967793,0.0010593007,0.000022783866,0.0000019290042,0.0033075335,0.02139049,0.0017929109,0.16933534,0.0054926556,0.000233779],"about_ca_topic_score_codex":0.0008068058,"about_ca_topic_score_gemma":0.00023022923,"teacher_disagreement_score":0.17789425,"about_ca_system_score_codex":0.00015180685,"about_ca_system_score_gemma":0.00012215498,"threshold_uncertainty_score":0.37770107},"labels":[],"label_agreement":null},{"id":"W4322724432","doi":"10.1016/j.dss.2023.113944","title":"Evaluation of metaverse integration alternatives of sharing economy in transportation using fuzzy Schweizer-Sklar based ordinal priority approach","year":2023,"lang":"en","type":"article","venue":"Decision Support Systems","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Sustainability; Rank (graph theory); Fuzzy logic; Knowledge management; Operations research; Artificial intelligence; Engineering; Ecology; Mathematics","score_opus":0.12090384165679152,"score_gpt":0.3171502725747435,"score_spread":0.19624643091795196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322724432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97783595,0.000021882921,0.01652328,0.000005711476,0.0003983041,0.00061654276,0.000013594748,0.000040290302,0.0045444546],"genre_scores_gemma":[0.9988285,0.0000018237353,0.0006609703,0.000010619828,0.00012121849,0.000039154245,0.00030618117,0.00001604977,0.000015492167],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99798566,0.000024583853,0.00093179697,0.000339725,0.0005457782,0.0001724375],"domain_scores_gemma":[0.99849993,0.00008993242,0.00068507704,0.0002561912,0.000455888,0.000012994533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005502888,0.0001540884,0.00039428,0.0009969207,0.000056832967,0.00009981212,0.00021740352,0.00009121876,0.00012774495],"category_scores_gemma":[0.00016324133,0.00014266095,0.00011165611,0.00074080145,0.000025098681,0.0016664435,0.000028176357,0.00009555562,0.000040325987],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033206848,0.00029328576,0.626619,0.0012289534,0.00016309503,0.00001366955,0.0008463415,0.3220181,0.001691092,0.01457659,0.0001906262,0.032027204],"study_design_scores_gemma":[0.001337497,0.000010756874,0.06326171,0.00026077108,0.00013303917,9.4518515e-7,0.0014679845,0.92831427,0.0003889028,0.004241668,0.00040807755,0.00017434813],"about_ca_topic_score_codex":0.0012127964,"about_ca_topic_score_gemma":0.000120023295,"teacher_disagreement_score":0.60629624,"about_ca_system_score_codex":0.00008534818,"about_ca_system_score_gemma":0.000093397306,"threshold_uncertainty_score":0.5817545},"labels":[],"label_agreement":null},{"id":"W4361228624","doi":"10.1017/9781108865630","title":"Reengineering the Sharing Economy","year":2023,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Sharing economy; Monopolization; Business process reengineering; Value (mathematics); Business; Diversity (politics); Industrial organization; New economy; Economy; Economic system; Economics; Market economy; Marketing; Computer science; Political science; Law; Monopoly","score_opus":0.02689534536073237,"score_gpt":0.1714856330494441,"score_spread":0.1445902876887117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361228624","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021833325,0.000035967078,0.00015099173,0.000045450062,0.0006409118,0.00033763866,0.000022069196,0.0005497762,0.99799883],"genre_scores_gemma":[0.00048722324,0.000011537054,0.000006084226,0.00031681472,0.0017604358,0.0000028330821,0.00012556174,0.000075661366,0.99721384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887395,0.0000021832896,0.00019042572,0.00047015242,0.00010342211,0.00035989098],"domain_scores_gemma":[0.99897796,0.00007774034,0.00024023898,0.0006117628,0.00007088087,0.000021401795],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022727481,0.00032992917,0.00030472985,0.0002911091,0.0003544003,0.0004094381,0.0010901067,0.00023481471,0.000012267032],"category_scores_gemma":[0.000015759382,0.00031534425,0.00021168632,0.000034890745,0.00007774577,0.00057676993,0.0010896252,0.00052858115,0.00041982043],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014619494,0.000002158019,0.000027663295,0.0002715095,0.0001127617,0.00008134497,0.000008042918,0.00010256078,5.2730013e-7,0.7461015,0.25284114,0.00043615772],"study_design_scores_gemma":[0.0002317546,0.0000022171473,0.00006761005,0.00015639105,0.00012443596,0.0000027786502,0.000031156073,0.0035430433,0.0000038166236,0.00020423182,0.99523693,0.0003956567],"about_ca_topic_score_codex":0.00025458922,"about_ca_topic_score_gemma":0.000008126355,"teacher_disagreement_score":0.7458973,"about_ca_system_score_codex":0.00017087354,"about_ca_system_score_gemma":0.000055672423,"threshold_uncertainty_score":0.99992985},"labels":[],"label_agreement":null},{"id":"W4361983631","doi":"10.1007/978-3-031-24731-6_8","title":"The Spatial and Temporal Distribution of Airbnb and Its Potential Impact on the Rental Market: A Case Study of City of Toronto, Ontario, Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in geographic information science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Renting; Apartment; Sharing economy; Accommodation; Business; Listing (finance); Distribution (mathematics); Download; Cityscape; Geography; Finance","score_opus":0.010118244598214891,"score_gpt":0.22077421060192495,"score_spread":0.21065596600371006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361983631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829944,0.00012103853,0.000009227507,0.000014334339,0.00027034007,0.00041781465,0.000059525286,0.0000049611954,0.016108386],"genre_scores_gemma":[0.9996873,0.00013746113,0.0000011746959,0.000016648786,0.000020011224,0.0000058744986,0.00002348925,0.0000023837408,0.00010562049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893194,0.0000030246356,0.0004521654,0.00011280302,0.00037298418,0.00012708378],"domain_scores_gemma":[0.998873,0.00009445841,0.0007051639,0.00015206929,0.00016504969,0.000010274726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092459406,0.0001245396,0.00016941514,0.00012074385,0.00025469178,0.00007356434,0.00020534948,0.000037091133,0.000049555118],"category_scores_gemma":[0.000066936984,0.00007410769,0.000032868502,0.00013614487,0.0002545986,0.0027662986,0.00015269825,0.0001193956,2.2757015e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006870252,0.00008064496,0.8648905,0.0005010601,0.00011516557,0.000038211234,0.0019784318,0.00082875305,0.0000015296938,0.06506749,0.00014087823,0.065670274],"study_design_scores_gemma":[0.0009583531,0.00023686797,0.97088057,0.0003308224,0.00006461514,0.000042270884,0.0055224337,0.010893491,0.00000686934,0.0038093242,0.00688289,0.00037146642],"about_ca_topic_score_codex":0.8747118,"about_ca_topic_score_gemma":0.96698374,"teacher_disagreement_score":0.10599007,"about_ca_system_score_codex":0.00006763623,"about_ca_system_score_gemma":0.00013267722,"threshold_uncertainty_score":0.30220237},"labels":[],"label_agreement":null},{"id":"W4366747964","doi":"10.1080/23754931.2023.2201836","title":"Available Short Term Rental Data: The Need for More Spatial Research","year":2023,"lang":"en","type":"article","venue":"Papers in Applied Geography","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Renting; Term (time); Footprint; Data science; Regional science; Marketing; Geography; Business; Political science; Computer science","score_opus":0.08609892890130215,"score_gpt":0.3025509841324533,"score_spread":0.21645205523115113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366747964","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34432003,0.00010017478,0.000030253801,0.0015268681,0.0009803822,0.0024898078,0.00008070998,0.00045097264,0.6500208],"genre_scores_gemma":[0.99657613,0.000034913835,0.00007819333,0.0006111728,0.0009683323,0.00038110177,0.0010137977,0.00002857342,0.00030776166],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858266,0.0000034187658,0.00021150583,0.000441717,0.00024344513,0.0005172676],"domain_scores_gemma":[0.99911577,0.00018153922,0.00004093015,0.00062486675,0.000024530871,0.00001234596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015461273,0.00013759555,0.00015032754,0.0005550066,0.00041034073,0.00029532012,0.00083022815,0.00007782781,0.00033739992],"category_scores_gemma":[0.000041356387,0.00010312942,0.00006742595,0.0012491338,0.00015423192,0.00025898253,0.000581349,0.00025885185,0.0005977615],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039949885,0.00012949835,0.74846125,0.00034431918,0.00014306833,0.000012015372,0.00018341716,0.00013842173,0.0008178816,0.01466411,0.1324837,0.10222283],"study_design_scores_gemma":[0.00096971006,0.000010484339,0.17226967,0.000041548516,0.0000354951,5.986506e-7,0.0017020225,0.0104109775,0.00005520494,0.0064137806,0.8077062,0.00038433872],"about_ca_topic_score_codex":0.0005837507,"about_ca_topic_score_gemma":0.0004268344,"teacher_disagreement_score":0.67522246,"about_ca_system_score_codex":0.000010965783,"about_ca_system_score_gemma":0.000012543795,"threshold_uncertainty_score":0.7683214},"labels":[],"label_agreement":null},{"id":"W4367017623","doi":"10.46692/9781447350385.004","title":"Sharing By Gender","year":2019,"lang":"en","type":"other","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.026003058046333207,"score_gpt":0.20524915022773568,"score_spread":0.17924609218140247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367017623","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039364746,0.00022657536,0.00015082341,0.000043898955,0.0007803581,0.00016575774,0.000004827342,0.00043865643,0.99814975],"genre_scores_gemma":[0.00066349853,0.000012477501,0.00004671812,0.0025231363,0.001729647,0.0000071182953,0.00015253983,0.0002972309,0.99456763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929875,2.5542803e-7,0.000111801186,0.00030870247,0.00007966668,0.00020082129],"domain_scores_gemma":[0.99954295,0.0000051117713,0.00013338497,0.00030530314,0.000008015607,0.000005255675],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007073382,0.00018838006,0.00018829602,0.00019665086,0.000025498071,0.00025779963,0.0003049686,0.00019073015,0.043767698],"category_scores_gemma":[0.000005471472,0.00015779394,0.00006112783,0.00007499055,0.000008590494,0.0002959575,0.00018122936,0.000116586285,0.030919548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001059707,0.000007255651,0.002862116,0.00017409229,0.000034744025,8.2149336e-7,0.0000011360104,5.611208e-7,0.0000015568547,0.021379614,0.9746663,0.00087072473],"study_design_scores_gemma":[0.00013980342,5.2708447e-7,0.00008430926,0.000038098497,0.000018396675,2.9016047e-7,0.000009399237,0.00024646058,0.0000012944123,0.0011097862,0.9980927,0.00025895232],"about_ca_topic_score_codex":0.0012801179,"about_ca_topic_score_gemma":0.000055696364,"teacher_disagreement_score":0.023426365,"about_ca_system_score_codex":0.000009077197,"about_ca_system_score_gemma":0.000004651902,"threshold_uncertainty_score":0.969835},"labels":[],"label_agreement":null},{"id":"W4367017677","doi":"10.46692/9781447350385.010","title":"The Geography Of Sharing","year":2019,"lang":"en","type":"other","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Economic geography","score_opus":0.01220899389439043,"score_gpt":0.19152734156687004,"score_spread":0.17931834767247962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367017677","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011558781,0.00030502342,0.000021641024,0.000058665544,0.0006349489,0.00015237191,0.0000014801508,0.00011514108,0.9985951],"genre_scores_gemma":[0.0027701652,0.00006492083,0.000032453594,0.00045121746,0.0011273604,0.0000071704726,0.000020254569,0.00016033894,0.9953661],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951375,3.2461853e-7,0.00012955915,0.00014922846,0.00007207462,0.00013504602],"domain_scores_gemma":[0.9994023,0.000020158672,0.00022536436,0.0003357142,0.0000141433275,0.000002331196],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012981088,0.00011439789,0.00014706505,0.00019708576,0.000041547602,0.00013670907,0.00038477645,0.00009463455,0.0030432069],"category_scores_gemma":[0.000009202067,0.000068081805,0.00009593214,0.00010941586,0.000027111437,0.00013211225,0.00017288238,0.00007992125,0.0016893253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041991702,0.000007848514,0.059801847,0.0002489361,0.00009135924,3.8399122e-7,9.939118e-7,0.0000016099405,3.120921e-7,0.10803352,0.8262707,0.005538279],"study_design_scores_gemma":[0.00008149579,9.4542315e-7,0.0014439487,0.000072812705,0.000017504755,9.6034746e-8,0.000009479322,0.00012351503,0.0000011920512,0.002427736,0.99571484,0.00010644116],"about_ca_topic_score_codex":0.0015694352,"about_ca_topic_score_gemma":0.00018783899,"teacher_disagreement_score":0.16944413,"about_ca_system_score_codex":0.0000019475553,"about_ca_system_score_gemma":0.0000038485964,"threshold_uncertainty_score":0.999088},"labels":[],"label_agreement":null},{"id":"W4372287515","doi":"10.1002/mmr.32136","title":"Should You Bundle Membership and Event Registration?","year":2023,"lang":"en","type":"article","venue":"The Membership Management Report","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Event (particle physics); Bundle; Citation; Computer science; Information retrieval; World Wide Web","score_opus":0.0701804257653005,"score_gpt":0.27285185528389877,"score_spread":0.2026714295185983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372287515","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26717904,0.0000656633,0.00011926763,0.011693346,0.0010459308,0.0008784753,0.0000013371241,0.00080103957,0.7182159],"genre_scores_gemma":[0.9503199,0.00003449705,0.000053241143,0.0016918498,0.00077397726,0.0001001076,0.00011051144,0.000035025038,0.04688091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818516,0.000009797647,0.0004808238,0.00048409528,0.00040310048,0.00043703252],"domain_scores_gemma":[0.9987641,0.0000658532,0.00035576161,0.0007394785,0.000049638224,0.0000251431],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026118685,0.00024448728,0.00020809221,0.00026042195,0.00040860198,0.00053213857,0.00038632622,0.00007299611,0.0007140365],"category_scores_gemma":[0.00009795572,0.00018178581,0.0001028422,0.0006983341,0.000089099034,0.0008705157,0.00039679126,0.00018347941,0.00090691226],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012909912,0.0001759052,0.09970091,0.001313068,0.00061669626,0.0015829742,0.00045819033,0.001164202,0.000014264686,0.72497624,0.1576309,0.012237551],"study_design_scores_gemma":[0.00061708316,0.000016853894,0.057174258,0.00010090608,0.00033092513,0.00011098287,0.0023463329,0.003972258,0.000039125433,0.12071245,0.8139398,0.00063898345],"about_ca_topic_score_codex":0.00039798886,"about_ca_topic_score_gemma":0.00018366284,"teacher_disagreement_score":0.6831409,"about_ca_system_score_codex":0.00003490109,"about_ca_system_score_gemma":0.00001041579,"threshold_uncertainty_score":0.999871},"labels":[],"label_agreement":null},{"id":"W4376487372","doi":"10.35483/acsa.am.108.135","title":"Home in the Era of the Platform: Nine Theses on Decentralized Domesticity","year":2020,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Rhetoric; Capitalism; Openness to experience; Appropriation; Sociology; Decentralization; Economic system; Political economy; Computer science; Aesthetics; Political science; Economics; Market economy; Politics; Law; Epistemology; Art; Social psychology","score_opus":0.043210172844674294,"score_gpt":0.22547567061932108,"score_spread":0.1822654977746468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376487372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95125526,0.000018616285,0.000029786506,0.0071048555,0.000108149026,0.00020735883,0.0000015837741,0.000031245752,0.041243162],"genre_scores_gemma":[0.9855306,0.000007743101,0.000020789934,0.014216493,0.00016763857,0.000005837431,0.0000037049872,0.000005710043,0.0000414511],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994235,0.0000037228467,0.0001812173,0.000114940136,0.0001261693,0.00015044695],"domain_scores_gemma":[0.99959534,0.0001241413,0.00009334243,0.00016506636,0.000016530901,0.0000055739592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020507844,0.00009266262,0.00013130711,0.000026382964,0.000068493435,0.00009612876,0.00041224077,0.000031597294,0.00085328554],"category_scores_gemma":[0.00015518267,0.00004170743,0.000063118874,0.0003251584,0.00003261615,0.00038417167,0.00008754724,0.00017337644,0.000107701104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005335632,0.00028250358,0.4925441,0.00028983055,0.000069109185,0.000013473852,0.0013772091,0.0014250859,0.00013086098,0.46851015,0.015000985,0.019823117],"study_design_scores_gemma":[0.0026056182,0.000048537157,0.8661087,0.00016118652,0.00006133708,0.00000266762,0.001389743,0.013893741,0.0006950482,0.028847959,0.08575357,0.00043189034],"about_ca_topic_score_codex":0.0004334363,"about_ca_topic_score_gemma":0.00011334176,"teacher_disagreement_score":0.4396622,"about_ca_system_score_codex":0.000005753782,"about_ca_system_score_gemma":0.000008969309,"threshold_uncertainty_score":0.93428785},"labels":[],"label_agreement":null},{"id":"W4377240158","doi":"10.1515/9780228002673-003","title":"Sharing in Australia and Depression-Era Canada, 1935-38","year":2020,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); History; Political science; Geography; Economics; Keynesian economics","score_opus":0.023943642054765846,"score_gpt":0.1883266447501124,"score_spread":0.16438300269534656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377240158","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001347324,0.0000022359052,0.0000043087716,0.0001352747,0.0003255914,0.00034722398,0.00011783935,0.000113210146,0.997607],"genre_scores_gemma":[0.14059068,0.000017802104,0.000051248197,0.00075970637,0.0005134165,0.0000017565137,0.00013032218,0.00007848405,0.8578566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840605,0.0000034962902,0.00027353244,0.0007331285,0.00022388439,0.00035990114],"domain_scores_gemma":[0.99918216,0.000039994615,0.00029238538,0.00035122872,0.00006731042,0.0000669222],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008669905,0.00044281915,0.00047734485,0.00028654173,0.0002880298,0.0001441682,0.0005237011,0.00032383148,0.00018798857],"category_scores_gemma":[0.000016090684,0.00050186523,0.00009396182,0.000023793495,0.000059703307,0.0005558704,0.001014101,0.0006925745,0.00002417984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001357073,0.000008603912,0.0026267595,0.00051218324,0.00013743842,0.0010086913,0.000029262188,0.00006642173,0.0000018946714,0.9840102,0.010333669,0.0011291287],"study_design_scores_gemma":[0.0006153498,0.0000044557905,0.0010671904,0.00034685736,0.00010353083,0.000001383224,0.00003388565,0.00018976955,0.000016859127,0.0023852028,0.99461395,0.0006215897],"about_ca_topic_score_codex":0.48015678,"about_ca_topic_score_gemma":0.009559939,"teacher_disagreement_score":0.9842802,"about_ca_system_score_codex":0.00020248217,"about_ca_system_score_gemma":0.000049180442,"threshold_uncertainty_score":0.9997433},"labels":[],"label_agreement":null},{"id":"W4377240159","doi":"10.1515/9780228002673","title":"Art of Sharing","year":2020,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.02153661780448295,"score_gpt":0.18417858357930844,"score_spread":0.16264196577482548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377240159","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027645747,9.1939836e-7,0.00003512273,0.00009355257,0.0002903676,0.00032130023,0.000111538684,0.00024776207,0.9988718],"genre_scores_gemma":[0.0012891643,0.000014223611,0.00006146579,0.00056218466,0.0005496486,0.0000011308358,0.00022894586,0.000060869803,0.9972324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998554,0.000004264978,0.00030219893,0.0005842084,0.00023930373,0.00031602444],"domain_scores_gemma":[0.99875015,0.00004425233,0.0005592928,0.00047766988,0.00013087319,0.000037767044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011278633,0.00038926626,0.0005742067,0.00034081444,0.00023630945,0.00009604303,0.0008614191,0.00034572932,0.00018985105],"category_scores_gemma":[0.000020055084,0.00044825944,0.0002847049,0.000041667994,0.00009057556,0.0006196364,0.0012316168,0.0004828417,0.0002336303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010946393,0.000016281667,0.000081492144,0.00091755536,0.00021706315,0.00012637998,0.000020760435,0.00003486606,0.0000026383816,0.9129585,0.08473165,0.0007833546],"study_design_scores_gemma":[0.00048910826,0.000011268436,0.000028352784,0.00027594648,0.00024936724,6.0543533e-7,0.000021854192,0.00017080223,0.000054183038,0.0026494623,0.9955818,0.00046724506],"about_ca_topic_score_codex":0.000589988,"about_ca_topic_score_gemma":9.533661e-7,"teacher_disagreement_score":0.91085017,"about_ca_system_score_codex":0.0001258381,"about_ca_system_score_gemma":0.000041722702,"threshold_uncertainty_score":0.9997969},"labels":[],"label_agreement":null},{"id":"W4378573967","doi":"10.1111/ntwe.12273","title":"Platform cooperatives and the dilemmas of platform worker‐member participation","year":2023,"lang":"en","type":"article","venue":"New Technology Work and Employment","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"European Commission","keywords":"Dynamics (music); Multihoming; Business; Work (physics); Facilitation; Scale (ratio); Investment (military); Open platform; Knowledge management; Public relations; Management; Economics; Engineering; Political science; Computer science; Sociology; The Internet; World Wide Web","score_opus":0.04335711334824715,"score_gpt":0.25579131116016085,"score_spread":0.2124341978119137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378573967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99195886,0.00024735986,0.00007267924,0.0049281125,0.00013916635,0.00027115372,7.422504e-7,0.0002244323,0.0021575007],"genre_scores_gemma":[0.9985125,0.00011223124,0.00006927002,0.00033004957,0.00013074992,0.00005535312,0.000012969335,0.000011733404,0.0007651549],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924684,0.0000014512649,0.00024258021,0.00019326629,0.000079882055,0.000236011],"domain_scores_gemma":[0.99958956,0.00007365302,0.000119093726,0.00017852668,0.000026541522,0.000012620956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002729359,0.00013321431,0.00021530417,0.00022796552,0.00020435447,0.00008600268,0.00012616455,0.000119997596,0.000088057364],"category_scores_gemma":[0.000056053937,0.00008563263,0.000028896693,0.0006782799,0.00023459377,0.00038928,0.00024155133,0.00013733859,0.00006235322],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003504308,0.00003738222,0.36539114,0.000051095434,0.00012911552,0.000004786646,0.0006099292,0.00010567453,0.000017649765,0.35418895,0.008539515,0.27057433],"study_design_scores_gemma":[0.008734744,0.000110045745,0.32956904,0.00039455347,0.00027500972,0.000008589542,0.0025428713,0.0032113483,0.0010839347,0.27425694,0.37897658,0.0008363243],"about_ca_topic_score_codex":0.00010857475,"about_ca_topic_score_gemma":0.000122052435,"teacher_disagreement_score":0.3704371,"about_ca_system_score_codex":0.000007962772,"about_ca_system_score_gemma":0.0000098194105,"threshold_uncertainty_score":0.34919974},"labels":[],"label_agreement":null},{"id":"W4378574864","doi":"10.1177/21582440231177040","title":"How Consumer Motivations to Participate in Sharing Economy Differ Across Developed and Developing Countries: A Comparative Study of Türkiye and Canada","year":2023,"lang":"en","type":"article","venue":"SAGE Open","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Turkish; Incentive; Consumption (sociology); Sustainability; Consumer behaviour; Economy; Political science; Economics; Marketing; Business; Sociology","score_opus":0.1122423383856864,"score_gpt":0.31453538704034195,"score_spread":0.20229304865465556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378574864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973453,0.000011154022,0.00002596074,0.0007610293,0.000051832798,0.0007975281,0.00001038586,0.000015643882,0.0009811094],"genre_scores_gemma":[0.99883235,0.0000056251993,0.000045675133,0.0006199589,0.000021555365,0.00012432113,0.000014725508,0.000008956697,0.0003268522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999203,0.0000045010493,0.00022978293,0.000265918,0.00005547819,0.00024129689],"domain_scores_gemma":[0.99962807,0.000087568835,0.00009832495,0.000118436416,0.0000499115,0.000017709459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032390762,0.00011862951,0.00027378023,0.00010232818,0.00019592159,0.000714443,0.00021235869,0.000022015061,0.000019911491],"category_scores_gemma":[0.000043727832,0.00011152064,0.00000562832,0.00032437136,0.000023788856,0.0010508281,0.00077975896,0.00005930525,0.000008575718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000236043,0.000014249128,0.9946271,0.00006622665,0.000041057887,0.000009081567,0.0035080179,0.00004586004,0.0000026652772,0.0008516234,0.00028257587,0.00052789383],"study_design_scores_gemma":[0.0009709472,0.000006924413,0.9636951,0.00011136181,0.000010357312,3.8786402e-7,0.013179157,0.0008188144,0.00003305733,0.00042198497,0.020543857,0.00020805116],"about_ca_topic_score_codex":0.221161,"about_ca_topic_score_gemma":0.83715504,"teacher_disagreement_score":0.61599404,"about_ca_system_score_codex":0.000040413026,"about_ca_system_score_gemma":0.00006985467,"threshold_uncertainty_score":0.7840254},"labels":[],"label_agreement":null},{"id":"W4380231671","doi":"10.1515/9780228007944-004","title":"Mobilizing the Platform Economy: Regulating Short-Term Rentals in Toronto","year":2021,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renting; Term (time); Sharing economy; Business; Economy; Economics; Computer science; Engineering; World Wide Web; Civil engineering; Physics","score_opus":0.026801629620976864,"score_gpt":0.2081656887916664,"score_spread":0.1813640591706895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380231671","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008411269,0.00001198022,0.000007766841,0.000057211364,0.0003391731,0.00058020913,0.000040940024,0.00016094385,0.9979606],"genre_scores_gemma":[0.06524777,0.00007791833,0.00006884895,0.00056689646,0.000835739,0.000008078867,0.00026960703,0.00012409186,0.93280107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981241,0.000007591392,0.0004652205,0.00073912815,0.00018465242,0.00047928572],"domain_scores_gemma":[0.9986026,0.00011185404,0.00040721943,0.000737151,0.00010526808,0.00003587492],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002873311,0.00053932675,0.000597107,0.00020369097,0.0005912248,0.0003167454,0.0007340183,0.00043254794,0.00043456303],"category_scores_gemma":[0.000013171637,0.0005226137,0.00031025358,0.000021137696,0.00010670143,0.0015445263,0.0011218315,0.00055833266,0.000024279372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053433814,0.000015940972,0.00023496934,0.00023494271,0.00014809228,0.00014599902,0.00005993512,0.000041262483,0.0000029264872,0.9941052,0.00072137284,0.0042358995],"study_design_scores_gemma":[0.00048552576,0.000008779721,0.00015367125,0.00057098,0.00015753285,0.000003352398,0.0004446773,0.0002116253,0.000046765042,0.003418986,0.9937857,0.0007124446],"about_ca_topic_score_codex":0.0072875973,"about_ca_topic_score_gemma":0.00032037965,"teacher_disagreement_score":0.9930643,"about_ca_system_score_codex":0.00079951214,"about_ca_system_score_gemma":0.00003681421,"threshold_uncertainty_score":0.99972254},"labels":[],"label_agreement":null},{"id":"W4380991846","doi":"10.5539/ijms.v15n2p1","title":"Consumer Preferences and Attitudes in Debt Collection: A Cross-Generational Investigation","year":2023,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Openness to experience; Payment; Debt; Business; Marketing; Consumer debt; Data collection; Mobile payment; Scale (ratio); Preference; Consumer behaviour; Advertising; Economics; Psychology; Finance; Social psychology; Geography; Sociology; Microeconomics","score_opus":0.06579793598687356,"score_gpt":0.32060606862810426,"score_spread":0.2548081326412307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380991846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592876,0.0004962453,0.0000052206005,0.0013777617,0.0010129875,0.000040627707,0.0000011693289,0.000018558705,0.00111868],"genre_scores_gemma":[0.9980355,0.00048799778,0.0001727714,0.00030558178,0.00080186984,0.000005844056,0.0000059354843,0.0000046622063,0.00017986527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924606,0.000015961085,0.0003407516,0.00009603329,0.00021612608,0.000085073894],"domain_scores_gemma":[0.9987622,0.0004578875,0.00028300358,0.000026032549,0.00046439937,0.0000064718965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017844995,0.00007380309,0.0001261228,0.00041491067,0.000107393156,0.0002530295,0.00012142583,0.000026617974,0.000044277633],"category_scores_gemma":[0.0016689413,0.00006143891,0.000030761577,0.0002043296,0.000075428594,0.00086973776,0.00009962646,0.000093133334,0.0000146577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014385574,0.000010182484,0.99234265,0.000041704458,0.00015049042,0.0000155588,0.00015442398,0.00032451015,0.000042569533,0.0007750416,0.0035243663,0.0024746598],"study_design_scores_gemma":[0.00046703676,0.000005740163,0.9886398,0.00021276354,0.000010036324,0.000016472495,0.00026033874,0.00088943343,0.00002629766,0.006841658,0.0025543335,0.00007610001],"about_ca_topic_score_codex":0.000038669124,"about_ca_topic_score_gemma":0.0002083322,"teacher_disagreement_score":0.0060666166,"about_ca_system_score_codex":0.000037124442,"about_ca_system_score_gemma":0.000028028571,"threshold_uncertainty_score":0.2505406},"labels":[],"label_agreement":null},{"id":"W4381997070","doi":"10.1016/j.ijhm.2023.103550","title":"To Airbnb or not to Airbnb: Does Airbnb feel safer than hotels during a pandemic?","year":2023,"lang":"en","type":"article","venue":"International Journal of Hospitality Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Pandemic; SAFER; Context (archaeology); Coronavirus disease 2019 (COVID-19); Business; Social distance; Social media; Advertising; Marketing; Geography; Political science; Medicine","score_opus":0.026645817409987914,"score_gpt":0.2831412660476223,"score_spread":0.2564954486376344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381997070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814367,0.0000090175,0.00081060175,0.009027228,0.0034892063,0.00041988993,0.000019765206,0.00015482624,0.0046327175],"genre_scores_gemma":[0.9893428,0.00005682688,0.0003805047,0.0044137733,0.0022243527,0.000027022299,0.000016684155,0.00003694931,0.0035010856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743074,0.000009702121,0.0008416421,0.00037911415,0.0009020093,0.00043678467],"domain_scores_gemma":[0.99874127,0.000060391023,0.00043955422,0.0003002397,0.00037770573,0.00008086263],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010652763,0.0002803195,0.00034644312,0.001129277,0.00014846137,0.00065520004,0.0012215921,0.000067596135,0.0005159942],"category_scores_gemma":[0.00018375494,0.00020434857,0.00024783853,0.0005669998,0.000025136935,0.0015507139,0.00095481536,0.00021469983,0.0011787863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008196889,0.0012146003,0.5978267,0.0013078167,0.005649495,0.004949097,0.0028984388,0.019912958,0.0008626832,0.04355777,0.08617538,0.22744817],"study_design_scores_gemma":[0.0014908395,0.00007871367,0.89228016,0.00043686025,0.00009694519,0.000023192175,0.001549538,0.00029140504,0.00027072814,0.005096425,0.09786326,0.0005219505],"about_ca_topic_score_codex":0.00022620923,"about_ca_topic_score_gemma":0.00017838358,"teacher_disagreement_score":0.29445344,"about_ca_system_score_codex":0.00023314595,"about_ca_system_score_gemma":0.000024646199,"threshold_uncertainty_score":0.9995989},"labels":[],"label_agreement":null},{"id":"W4382991179","doi":"10.4018/978-1-6684-6782-4.ch004","title":"Gig Economy Worker","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in business strategy and competitive advantage book series","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Gig economy; Theme (computing); Flexibility (engineering); Thematic analysis; Work (physics); Business; Engineering; Qualitative research; Marketing; Public relations; Computer science; Sociology; Economics; Political science; Management; World Wide Web; Social science; Mechanical engineering","score_opus":0.015241975846919928,"score_gpt":0.21908258534116345,"score_spread":0.20384060949424354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382991179","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012107654,0.008563759,0.000074894524,0.00025049318,0.00064866064,0.00040017883,0.000042080916,0.0002589641,0.9896399],"genre_scores_gemma":[0.007204959,0.058395077,0.000117471216,0.0021450068,0.0023889814,0.00016212987,0.00088417623,0.00031426596,0.92838794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980128,0.0000038683465,0.00058421795,0.0007844978,0.0001375154,0.0004771209],"domain_scores_gemma":[0.99885994,0.00013377173,0.00044947545,0.00032723552,0.00020305159,0.000026510932],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016628393,0.0006917641,0.00076102576,0.00049906987,0.00023695402,0.0004038169,0.0003103461,0.00029431112,0.0011029699],"category_scores_gemma":[0.00002459934,0.00068628305,0.00009909884,0.00016851838,0.0004322203,0.009714386,0.0002955646,0.00047817646,0.000714755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001512821,0.000014103894,0.0009338674,0.00051898486,0.000042633223,0.00021997448,0.000013399835,0.00024289357,7.12094e-7,0.9907558,0.00008491711,0.007021434],"study_design_scores_gemma":[0.0003504578,0.000014776251,0.0010786623,0.000725638,0.00003821711,0.000015041157,0.00033429172,0.000022731401,0.0000025925938,0.25098398,0.7457772,0.00065642636],"about_ca_topic_score_codex":0.000026900256,"about_ca_topic_score_gemma":0.000789934,"teacher_disagreement_score":0.74569225,"about_ca_system_score_codex":0.000046404817,"about_ca_system_score_gemma":0.00006188243,"threshold_uncertainty_score":0.99981016},"labels":[],"label_agreement":null},{"id":"W4383558264","doi":"10.3233/scs-230004","title":"What smart tourism in post-conflict cities follows a urbicide process? The role of new technologies in urban tourism in the western Balkans","year":2023,"lang":"en","type":"article","venue":"Journal of Smart Cities and Society","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Urbanity; Tourism; Political science; Economy; Geography; Law","score_opus":0.016505297336158204,"score_gpt":0.2240988060427704,"score_spread":0.2075935087066122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383558264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98918545,0.00213912,0.0000020783773,0.0074785026,0.0002310549,0.00017254334,0.0000017666143,0.000024553612,0.0007649559],"genre_scores_gemma":[0.99637043,0.0015120803,0.000013009679,0.001346355,0.00032619815,0.000011231652,0.0000026948164,0.000011563614,0.0004064439],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9988519,0.000010313978,0.00051984994,0.00012356017,0.00021431514,0.00028003572],"domain_scores_gemma":[0.99929595,0.00016678925,0.00032421714,0.00014019091,0.00006423222,0.000008646342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011215245,0.00015597534,0.00032623103,0.00023316068,0.00011002556,0.00039755137,0.0004141077,0.00013194353,0.000012443475],"category_scores_gemma":[0.00006452998,0.000094194285,0.00016714341,0.0005025239,0.00011632527,0.0017232652,0.00012474095,0.0004634515,0.0000026055234],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008081181,0.000051261602,0.9407121,0.00021362955,0.0000815381,0.000061393104,0.039608832,0.00011297656,0.000034585086,0.0012777661,0.010796139,0.006969],"study_design_scores_gemma":[0.0012295666,0.000069536654,0.3548024,0.00066553766,0.000040103416,0.00002042395,0.5720546,0.000832504,0.000083880754,0.029751645,0.04020473,0.00024505125],"about_ca_topic_score_codex":0.0014814899,"about_ca_topic_score_gemma":0.0015348643,"teacher_disagreement_score":0.58590966,"about_ca_system_score_codex":0.000024639417,"about_ca_system_score_gemma":0.000059410104,"threshold_uncertainty_score":0.38411313},"labels":[],"label_agreement":null},{"id":"W4384157325","doi":"10.1002/joom.1192","title":"Issue Information","year":2023,"lang":"en","type":"paratext","venue":"Journal of Operations Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"HEC Montréal; University of Massachusetts Amherst; Universiteit van Tilburg; Thammasat University; Seoul National University; University of Science and Technology of China; Nanyang Technological University; Indian Institute of Technology Bombay; University of Bath; University of Leeds; York University; National Chengchi University; Marquette University; Oregon State University; Iowa State University; Old Dominion University; University of North Texas; Michigan State University; University of Dayton; College of Engineering, Michigan State University; Università degli Studi di Padova; Lehigh University; Virginia Commonwealth University; Arizona State University; Portland State University; Texas Christian University; Universität zu Köln; Washington State University; Colorado State University; University of North Florida; Cleveland State University; Syracuse University; Kyung Hee University; Ohio State University; Georgia Institute of Technology; State University of New York; University of Minnesota; Brigham Young University; Vanderbilt University; University of Nebraska-Lincoln; Clemson University; West Virginia University; Florida State University; Carl von Ossietzky Universität Oldenburg; Boise State University; Salisbury University; George Mason University","keywords":"Computer science; Citation; Information retrieval; World Wide Web","score_opus":0.019656426361698946,"score_gpt":0.24457219754745932,"score_spread":0.22491577118576037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384157325","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057912176,0.00015849053,0.0040766974,0.0024549582,0.018528117,0.0004890236,0.000019773388,0.00004911111,0.97364473],"genre_scores_gemma":[0.009560951,0.0023489585,0.0028121513,0.011545416,0.02375032,0.0001043365,0.0019189107,0.00013739431,0.94782156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854165,0.0000038930593,0.00084544445,0.000105648505,0.0003121556,0.00019120867],"domain_scores_gemma":[0.9988169,0.000015914045,0.0006042417,0.00022474185,0.0003241431,0.000014063853],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005139557,0.00020904426,0.0003154365,0.0012969304,0.00020806897,0.0012647775,0.00044700791,0.00011799765,0.0067359875],"category_scores_gemma":[0.000036897836,0.00017733191,0.0001654114,0.0004505826,0.00001620913,0.0044448003,0.00019883993,0.00030553358,0.12399394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001214893,0.000025132915,0.0000076282568,0.00039673626,0.00018808294,0.000010484984,0.000032612184,0.019782968,3.1079983e-7,0.0059932745,0.9639269,0.009623692],"study_design_scores_gemma":[0.000361945,0.000012401708,0.00019129989,0.00022353833,0.00013806937,0.000004421346,0.0002980392,0.0017381421,0.0000019657682,0.00032868038,0.9965,0.00020148692],"about_ca_topic_score_codex":0.00008398337,"about_ca_topic_score_gemma":0.00002592093,"teacher_disagreement_score":0.11725795,"about_ca_system_score_codex":0.00007830835,"about_ca_system_score_gemma":0.000041227293,"threshold_uncertainty_score":0.999772},"labels":[],"label_agreement":null},{"id":"W4385246261","doi":"10.1108/s1479-368720230000044017","title":"A History of Paradigm Shifts in Education: Their Impact on Practicum Mentoring","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Precision Nanosystems (Canada)","funders":"","keywords":"Writ; Practicum; Paradigm shift; Pedagogy; Psychology; Sociology; Political science; Law; Epistemology","score_opus":0.051482032647913734,"score_gpt":0.25004596136473606,"score_spread":0.19856392871682232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385246261","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014886071,0.00023973384,0.0000014365487,0.00020464194,0.0020195001,0.00023591038,0.0000029143916,0.00008666444,0.99572057],"genre_scores_gemma":[0.055043854,0.000089876565,0.000012566832,0.00079130573,0.001642498,0.000027341786,0.00011932041,0.00008071983,0.9421925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990831,0.0000011265973,0.00033578475,0.00026981422,0.000128607,0.0001815827],"domain_scores_gemma":[0.9991169,0.000100852565,0.00043220958,0.00030659663,0.000031435382,0.000012036519],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002824254,0.00027164177,0.00033520884,0.0005968995,0.00002103201,0.00005677325,0.00019676512,0.0001625743,0.00245037],"category_scores_gemma":[0.000031342985,0.00020566057,0.00015204752,0.00004879154,0.000021215626,0.0006939656,0.00007817439,0.00026164396,0.0009350073],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007534685,0.00007477374,0.001471573,0.00030522892,0.00011384764,0.000008047596,0.00017043273,0.000031721247,0.0000014364493,0.92775583,0.0550418,0.014949935],"study_design_scores_gemma":[0.0001556911,0.000013881433,0.0034319712,0.00046914793,0.000029807221,5.696892e-7,0.000052580126,0.00010591628,0.0000012218832,0.0727734,0.9226654,0.0003003923],"about_ca_topic_score_codex":0.00093415886,"about_ca_topic_score_gemma":0.00018775847,"teacher_disagreement_score":0.8676236,"about_ca_system_score_codex":0.00048194625,"about_ca_system_score_gemma":0.00023085685,"threshold_uncertainty_score":0.9998429},"labels":[],"label_agreement":null},{"id":"W4385399970","doi":"10.1111/anti.12972","title":"The State of Uberisation: Neoliberalism, Smart Urbanism, and the Regulated Deregulation of Toronto's <scp>Taxi‐cum‐Ridehail</scp> Market","year":2023,"lang":"en","type":"article","venue":"Antipode","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Arts and Humanities Research Council; Studienstiftung des Deutschen Volkes; Deutsche Forschungsgemeinschaft","keywords":"Neoliberalism (international relations); Deregulation; Facilitator; State (computer science); Competition (biology); Sociology; Urbanism; Political economy; Economy; Political science; Market economy; Economics; Geography; Law; Architecture","score_opus":0.010950162059581806,"score_gpt":0.19816090949863946,"score_spread":0.18721074743905766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385399970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817229,0.00042582842,0.00004406244,0.0007712114,0.00028237706,0.00028118392,0.0000069291673,0.00008293794,0.016382582],"genre_scores_gemma":[0.9947644,0.0002807457,0.00003623882,0.0003200911,0.0001755183,0.0000120348495,0.000046427995,0.000019245384,0.004345325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99906635,0.00001794935,0.00037610627,0.00016440703,0.00016161296,0.00021356225],"domain_scores_gemma":[0.9988065,0.00041351677,0.00036469023,0.00030283225,0.000103499646,0.00000897989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093741046,0.00012849555,0.0002072168,0.00004795922,0.00023050288,0.00015199404,0.00020854997,0.000048664802,0.00007530074],"category_scores_gemma":[0.00013582122,0.0000801808,0.00007087273,0.000230898,0.00017460328,0.00082588196,0.00013826582,0.00006405102,0.000019744028],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013054544,0.00017293199,0.21515198,0.0015684643,0.0013397365,0.000018656558,0.008726752,0.0029840895,0.002497829,0.27914703,0.2673069,0.21978019],"study_design_scores_gemma":[0.0016252314,0.000013532219,0.8053312,0.00008540572,0.00009951004,0.0000033883032,0.00047474244,0.06264303,0.001195946,0.066796966,0.061609995,0.00012106613],"about_ca_topic_score_codex":0.004570275,"about_ca_topic_score_gemma":0.0011799027,"teacher_disagreement_score":0.5901792,"about_ca_system_score_codex":0.000009762658,"about_ca_system_score_gemma":0.000013565474,"threshold_uncertainty_score":0.6908919},"labels":[],"label_agreement":null},{"id":"W4385657670","doi":"10.1016/j.jbusres.2023.114121","title":"Nurturing resource availability of ridesharing platforms by priming goal-oriented operational effectiveness","year":2023,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Incentive; Business; Service (business); Resource (disambiguation); Computer science; Marketing; Economics; Microeconomics","score_opus":0.0577353568573858,"score_gpt":0.3099933927140888,"score_spread":0.25225803585670303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385657670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995897,0.000104632505,0.0005226861,0.00028679773,0.00034460437,0.00025748988,0.0000061674414,0.000042074145,0.0025385513],"genre_scores_gemma":[0.998736,0.00003116795,0.00009032233,0.00004693834,0.0008363231,0.000012295246,0.000043417534,0.00003142624,0.0001720608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974505,0.000027175007,0.0007702753,0.00027017633,0.0009831829,0.00049871166],"domain_scores_gemma":[0.9968107,0.00069433363,0.00044104876,0.00026940898,0.0017461218,0.00003841455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071894587,0.00017173272,0.0004198384,0.0011061305,0.00037798364,0.0002825179,0.0005452437,0.000115485425,0.0002029651],"category_scores_gemma":[0.002016122,0.00013848941,0.00012170651,0.0024352819,0.0001469944,0.0029745214,0.00042822107,0.0006069354,0.0001150134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037542584,0.0009500148,0.8250736,0.007482599,0.00052875193,0.00024905504,0.0007002563,0.02525977,0.06751199,0.01424244,0.02759686,0.026650403],"study_design_scores_gemma":[0.003204456,0.00008750476,0.8918905,0.0019038818,0.000056587287,0.000051451872,0.0010698596,0.013756561,0.014884388,0.007000611,0.06553186,0.0005623418],"about_ca_topic_score_codex":0.00024942373,"about_ca_topic_score_gemma":0.000010311791,"teacher_disagreement_score":0.0668169,"about_ca_system_score_codex":0.00014044571,"about_ca_system_score_gemma":0.00013906624,"threshold_uncertainty_score":0.5647434},"labels":[],"label_agreement":null},{"id":"W4385759540","doi":"10.32920/23932677.v1","title":"The Impact Of COVID-19 On Reusable Cup Sharing Programs: A Qualitative Exploration Of Community-Based Social Marketing","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Context (archaeology); Business; Coronavirus disease 2019 (COVID-19); Purchasing; Marketing; Social marketing; Resilience (materials science); Qualitative research; Pandemic; Crisis management; Process (computing); Public relations; Political science; Sociology; Computer science; Medicine; Geography","score_opus":0.31657767655485863,"score_gpt":0.4111951363484289,"score_spread":0.09461745979357028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385759540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96990746,0.000016579343,0.002373417,0.0024225488,0.0003873093,0.0014488363,0.000040276584,0.00041414646,0.022989416],"genre_scores_gemma":[0.99794203,0.000006793243,0.00014744177,0.00026464125,0.00029221136,0.00016638996,0.000794514,0.000042595166,0.00034337566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99842155,0.00014425955,0.000673299,0.00023791016,0.00024406592,0.00027893163],"domain_scores_gemma":[0.99642694,0.0015675934,0.001211601,0.00054421864,0.00023349824,0.000016155866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008005251,0.00027046006,0.00043320996,0.0002944126,0.0007183425,0.00042823865,0.0007718669,0.00019080425,0.0000914363],"category_scores_gemma":[0.0016251812,0.00019007937,0.00034778667,0.0003747699,0.00012888717,0.00061357033,0.00089747465,0.00070891355,0.00003663551],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013744527,0.0038325049,0.13027129,0.061817907,0.005525546,0.000017709444,0.16185963,0.2281911,0.00019690521,0.24888997,0.087357864,0.058295052],"study_design_scores_gemma":[0.0034451578,0.0002794217,0.016620887,0.0026872354,0.00033861998,3.6504716e-7,0.1725293,0.089544915,0.00015784781,0.7046831,0.00785361,0.0018595068],"about_ca_topic_score_codex":0.019760484,"about_ca_topic_score_gemma":0.0010096058,"teacher_disagreement_score":0.45579317,"about_ca_system_score_codex":0.00016073133,"about_ca_system_score_gemma":0.0001882779,"threshold_uncertainty_score":0.986767},"labels":[],"label_agreement":null},{"id":"W4385766609","doi":"10.1177/14705931231195188","title":"Restless platformance: How prosumer practices change platform markets","year":2023,"lang":"en","type":"article","venue":"Marketing Theory","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Prosumer; Craft; Bundle; Marketing; Business; Consumption (sociology); Industrial organization; Production (economics); Economics; Microeconomics; Sociology; Engineering; Renewable energy","score_opus":0.08965340722716113,"score_gpt":0.26588063554549374,"score_spread":0.1762272283183326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385766609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8863304,0.0001591996,0.0000138380565,0.0013703458,0.0012181761,0.0005167866,0.0000051653924,0.001012479,0.10937358],"genre_scores_gemma":[0.98853886,0.00010692855,0.00007182074,0.001635907,0.0028865694,0.0002012755,0.00009575417,0.00007556741,0.006387333],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983141,0.000036825273,0.00026602342,0.00044626757,0.00027803486,0.0006587733],"domain_scores_gemma":[0.99759716,0.0011603248,0.0007138984,0.00042557315,0.000077825345,0.000025193856],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009920956,0.00028320402,0.00025212462,0.0004725047,0.00046593216,0.00078564876,0.00048941764,0.00015202089,0.00071804144],"category_scores_gemma":[0.002660306,0.00024669894,0.000104294326,0.0007952255,0.00007379912,0.004549852,0.0004409974,0.0003131809,0.0018122019],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007408567,0.00016275469,0.30793044,0.00372027,0.00034817497,0.00028665006,0.00079744984,0.000020493802,0.00016966011,0.11571142,0.10804801,0.4553961],"study_design_scores_gemma":[0.00089541543,0.0000109645325,0.36940336,0.0004419796,0.00008194682,0.000014269224,0.0013149582,0.005991782,0.0000609312,0.031724624,0.58922994,0.0008297983],"about_ca_topic_score_codex":0.00003828726,"about_ca_topic_score_gemma":0.000024157129,"teacher_disagreement_score":0.48118195,"about_ca_system_score_codex":0.000032937012,"about_ca_system_score_gemma":0.000018135324,"threshold_uncertainty_score":0.9999985},"labels":[],"label_agreement":null},{"id":"W4386016526","doi":"10.1108/imr-05-2022-0116","title":"Utilising machine learning to investigate actor engagement in the sharing economy from a cross-cultural perspective","year":2023,"lang":"en","type":"article","venue":"International Marketing Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Customer engagement; Moderation; Context (archaeology); Sharing economy; Service provider; Business; Originality; Marketing; Knowledge management; Empirical research; Structural equation modeling; Service (business); Public relations; Political science; Psychology; Computer science; Social psychology; Social media; Geography","score_opus":0.06328659341811654,"score_gpt":0.3258295938496281,"score_spread":0.2625430004315116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386016526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87570524,0.0026974075,0.0000086044165,0.012423403,0.00058521517,0.00056488265,0.000009315991,0.00019735917,0.10780858],"genre_scores_gemma":[0.98664886,0.0009360172,0.00009425253,0.0105193155,0.0009920686,0.000111877416,0.00018945655,0.00002298758,0.00048515113],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987727,0.00003893982,0.00038935334,0.00038472397,0.00017613122,0.00023815615],"domain_scores_gemma":[0.99903744,0.0004283234,0.00020488372,0.00016727258,0.00014741647,0.00001464098],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032021452,0.00016984825,0.00020338917,0.00019827115,0.00020489948,0.0009714505,0.00067220326,0.000029948853,0.00085679616],"category_scores_gemma":[0.0034727948,0.0001270374,0.000100872865,0.0004467717,0.000026520676,0.0012144762,0.00043648196,0.00034700072,0.00079782365],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001335814,0.00006041177,0.92672706,0.0015305703,0.00021761331,0.000085032494,0.0019895758,0.0013159793,0.00006868844,0.022715872,0.008903879,0.036251757],"study_design_scores_gemma":[0.00036912935,0.000004389085,0.22223695,0.00458291,0.00003553656,0.0000034976642,0.0011034212,0.020581601,0.000005090178,0.00687795,0.7438354,0.00036415883],"about_ca_topic_score_codex":0.0011743024,"about_ca_topic_score_gemma":0.0001174375,"teacher_disagreement_score":0.73493147,"about_ca_system_score_codex":0.000121016965,"about_ca_system_score_gemma":0.00001102727,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W4386037877","doi":"10.1007/978-981-99-3083-8_2","title":"Sharing Instead of Owning: A Synthesized Review on Collaborative Consumption in Sub-Saharan Africa","year":2023,"lang":"en","type":"review","venue":"Sustainable development goals series","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sharing economy; Sustainability; Consumption (sociology); Business; Popularity; Sustainable consumption; Acknowledgement; Economic growth; Marketing; Economics; Political science","score_opus":0.06807453556698745,"score_gpt":0.2867769500299444,"score_spread":0.21870241446295696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386037877","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031067154,0.98946637,0.0000020006073,0.000055950622,0.00018524076,0.0027474815,0.000012573733,0.00018599528,0.0070336955],"genre_scores_gemma":[0.000035398578,0.9942134,0.00007568288,0.00010154534,0.00010162049,0.0011266195,0.00034787753,0.000092892136,0.0039049601],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966662,0.000035501536,0.0015538238,0.00069508445,0.00031400917,0.00073538243],"domain_scores_gemma":[0.99770766,0.00025518064,0.0013056897,0.00042349516,0.00028379756,0.000024192044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018136357,0.0006578623,0.002382043,0.0013082331,0.00024232204,0.00028668623,0.000597206,0.0002633487,0.00019565059],"category_scores_gemma":[0.0009218339,0.000561532,0.00020419566,0.0022776641,0.00007705968,0.0014706658,0.0005250433,0.00036698152,0.0007474665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118010445,0.00012114267,0.00027713843,0.77191657,0.00041135706,0.00029522678,0.00034074948,0.000009911356,2.601584e-7,0.014718166,0.006194572,0.20559692],"study_design_scores_gemma":[0.00021875871,0.0000103465045,0.00008304136,0.114454694,0.00018309265,0.0000021356036,0.00040524086,0.0000021352334,0.0000060870184,0.000735477,0.88332635,0.0005726182],"about_ca_topic_score_codex":0.000054016054,"about_ca_topic_score_gemma":0.000073761876,"teacher_disagreement_score":0.8771318,"about_ca_system_score_codex":0.0004242268,"about_ca_system_score_gemma":0.0005841805,"threshold_uncertainty_score":0.9996836},"labels":[],"label_agreement":null},{"id":"W4386168953","doi":"10.3390/jrfm16090381","title":"The Future of Insurance Intermediation in the Age of the Digital Platform Economy","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Innosuisse - Schweizerische Agentur für Innovationsförderung","keywords":"Intermediation; Intermediary; Scope (computer science); Business; Financial intermediary; Scale (ratio); Key (lock); Industrial organization; Marketing; Computer science; Finance; Computer security","score_opus":0.007363240317306566,"score_gpt":0.18430431179977771,"score_spread":0.17694107148247115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386168953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99331754,0.00020872352,0.00008994223,0.00042006286,0.0006261273,0.00015351246,0.000004694329,0.0000033862832,0.005175997],"genre_scores_gemma":[0.9985665,0.0006994396,0.000005498163,0.00015243434,0.0005343821,0.000003225365,0.0000022741103,0.0000034810546,0.00003276985],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99936575,0.0000040047144,0.00036086753,0.000056315595,0.00011106267,0.000101983605],"domain_scores_gemma":[0.99925387,0.000081687336,0.0005123403,0.000116144336,0.000032775715,0.00000319199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007225143,0.000067680034,0.00012816,0.00012578946,0.0001164131,0.00012292818,0.00032850893,0.000027789109,0.0000023053603],"category_scores_gemma":[0.00005553475,0.00003223861,0.00008355688,0.00032140964,0.000052327734,0.0005562415,0.000119157325,0.00014912129,0.000003471232],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012752303,0.000042319498,0.36889023,0.00015877394,0.000025127914,0.000015276042,0.0007492994,0.00017101754,9.593812e-7,0.063275956,0.002596213,0.5639473],"study_design_scores_gemma":[0.00032392165,0.000010643497,0.7368808,0.000052908963,0.000015328376,0.0000011495632,0.0010529767,0.00008330171,0.0000021541412,0.029449511,0.23208958,0.000037728754],"about_ca_topic_score_codex":0.000018113133,"about_ca_topic_score_gemma":0.00011561779,"teacher_disagreement_score":0.5639096,"about_ca_system_score_codex":0.000009088043,"about_ca_system_score_gemma":0.000008213547,"threshold_uncertainty_score":0.13146524},"labels":[],"label_agreement":null},{"id":"W4386531855","doi":"10.1177/14705931231201780","title":"How consumer-initiated platforms shape family and consumption","year":2023,"lang":"en","type":"article","venue":"Marketing Theory","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Consumption (sociology); Marketing; Business; Sociology; Advertising; Social science","score_opus":0.050485041269967786,"score_gpt":0.22896714424200185,"score_spread":0.17848210297203407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386531855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787606,0.00017529259,0.000046179033,0.00020919154,0.0003715005,0.00016557158,0.000005654526,0.0006509243,0.019615112],"genre_scores_gemma":[0.9970345,0.00010299738,0.000041174146,0.0010996072,0.00033512164,0.000019771496,0.00009430531,0.000031758966,0.0012407753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906623,0.000019593283,0.0001783894,0.0002858445,0.00011246298,0.00033747734],"domain_scores_gemma":[0.9987894,0.0008330079,0.00014403647,0.00017287512,0.000043286564,0.000017380047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037710671,0.00017528795,0.00017606535,0.00028414465,0.00029333343,0.0005687601,0.00015141997,0.000095363015,0.00034114093],"category_scores_gemma":[0.0008980654,0.00015370811,0.000048445283,0.00027136784,0.00009948391,0.0010395336,0.00020562351,0.00015474083,0.00077211316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018833289,0.000053652464,0.5018446,0.0015748828,0.00025041096,0.0001207274,0.00019486097,0.000016020062,0.0011704079,0.13350071,0.019308133,0.3400823],"study_design_scores_gemma":[0.0014244356,0.000010174426,0.7993689,0.0003120775,0.00009306129,0.000013413208,0.0013402676,0.024090378,0.000040772975,0.08133857,0.09120378,0.000764132],"about_ca_topic_score_codex":0.000014322912,"about_ca_topic_score_gemma":0.0000064656087,"teacher_disagreement_score":0.33931816,"about_ca_system_score_codex":0.000011940785,"about_ca_system_score_gemma":0.000007994953,"threshold_uncertainty_score":0.992421},"labels":[],"label_agreement":null},{"id":"W4386561091","doi":"10.1002/cb.2246","title":"Consumption systems: Unveiling bi‐residential and delegated consumption","year":2023,"lang":"en","type":"article","venue":"Journal of Consumer Behaviour","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Consumption (sociology); Business; Sharing economy; Marketing; Value (mathematics); Consumer behaviour; Exploratory research; Perception; Process (computing); Computer science; Sociology; Psychology","score_opus":0.045901779870196925,"score_gpt":0.26374528076248127,"score_spread":0.21784350089228435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386561091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972165,0.00068873947,0.00016061185,0.000117521944,0.0014907016,0.00014526129,0.000005229372,0.000094603805,0.00008082507],"genre_scores_gemma":[0.998776,0.00040172873,0.00004057078,0.00009419821,0.0005106837,0.000004320695,0.00002117232,0.000021247562,0.00013003063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987444,0.000013109089,0.0006121716,0.00015529801,0.00023371475,0.00024127949],"domain_scores_gemma":[0.9988782,0.00008496395,0.00065075274,0.000117171636,0.00023522378,0.00003369791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008397397,0.00015651614,0.00028796098,0.0006580915,0.00017491524,0.0004899762,0.00014495065,0.00011055807,0.00016698908],"category_scores_gemma":[0.000087787215,0.00012612551,0.000087383,0.00021893678,0.000065713095,0.0015528287,0.00007405055,0.00024430588,0.00053986296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077066696,0.000027341406,0.9924333,0.00019294718,0.00007296731,0.00010859003,0.000031449526,0.000110968846,0.0005010219,0.00068920985,0.0029772874,0.0027778323],"study_design_scores_gemma":[0.0024814073,0.000026590524,0.9780925,0.00050241477,0.0005627574,0.0003644904,0.0003136949,0.0053137746,0.00021282991,0.00069454213,0.010992957,0.00044205107],"about_ca_topic_score_codex":0.00020820623,"about_ca_topic_score_gemma":0.000035420024,"teacher_disagreement_score":0.014340827,"about_ca_system_score_codex":0.000028670715,"about_ca_system_score_gemma":0.000032344004,"threshold_uncertainty_score":0.6939027},"labels":[],"label_agreement":null},{"id":"W4387214963","doi":"10.2139/ssrn.4564263","title":"The Impact of Short-term Rentals: an Exploratory Study of Airbnb’s Impact in Toronto","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Renting; Term (time); Business; Exploratory research; Engineering; Physics","score_opus":0.026882338262732366,"score_gpt":0.3061261648104575,"score_spread":0.27924382654772517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387214963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99836564,0.00053018134,0.000006125267,0.000011839858,0.00013262087,0.00018615437,0.0000013433985,0.00002560652,0.0007404795],"genre_scores_gemma":[0.99910057,0.0004750442,4.3443399e-7,0.0000056544195,0.0003484089,0.0000072395555,0.000007333356,0.000019736013,0.000035607532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817795,0.000021066318,0.00043877176,0.00014081778,0.00017882383,0.0010425972],"domain_scores_gemma":[0.999374,0.000044228786,0.00026290482,0.00023715428,0.00006491702,0.000016819646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00257105,0.00015064662,0.00024173567,0.00018145228,0.00015081203,0.00010905297,0.00041238367,0.000043826003,0.00008218233],"category_scores_gemma":[0.000039825776,0.000093399154,0.00015889999,0.00032818865,0.000024151575,0.0018219363,0.000083388695,0.0004854444,0.000013947129],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030979657,0.00044751962,0.9710487,0.000015478849,0.0003662403,0.000007540609,0.0010501804,0.0006581397,0.00030135104,0.0034844102,0.0001900639,0.022120547],"study_design_scores_gemma":[0.001462213,0.0010406628,0.9000744,0.00005522918,0.00005333329,0.000021546093,0.05727513,0.0017745097,0.000022173966,0.037894677,0.000050521,0.00027554942],"about_ca_topic_score_codex":0.006670615,"about_ca_topic_score_gemma":0.09587639,"teacher_disagreement_score":0.08920578,"about_ca_system_score_codex":0.0007655746,"about_ca_system_score_gemma":0.0003601072,"threshold_uncertainty_score":0.99994403},"labels":[],"label_agreement":null},{"id":"W4387313738","doi":"10.15240/tul/009/lef-2023-48","title":"Sharing Economy in the Accommodation Services – Example of Prague During the Years 2017–2022","year":2023,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accommodation; Sharing economy; Quarter (Canadian coin); Work (physics); Computer science; Business; Economics; Geography; Engineering; World Wide Web; Psychology","score_opus":0.03402625965863946,"score_gpt":0.22741154500186406,"score_spread":0.1933852853432246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387313738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958215,0.000010050017,0.000004756109,0.0004958654,0.00010863825,0.00017602365,8.351784e-7,0.00005880134,0.040930048],"genre_scores_gemma":[0.9987099,0.0000061344676,0.000006526206,0.0005855209,0.00024020192,0.00003215503,0.000038628932,0.0000077740515,0.00037316667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99943656,0.000003294305,0.00018817671,0.00015055045,0.00006563214,0.00015581257],"domain_scores_gemma":[0.99950993,0.00007169045,0.000118668526,0.00028176134,0.000015377975,0.000002600228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071846246,0.000070525544,0.00008569277,0.00015647184,0.00011932293,0.00023129211,0.0005139041,0.000028771869,0.00036356074],"category_scores_gemma":[0.000009457151,0.000044200413,0.00003540579,0.00040838763,0.000013056684,0.0011941369,0.00024783603,0.000094054645,0.00037002354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003221829,0.000052134295,0.88080424,0.0006608714,0.000050578365,0.000016192438,0.0017893886,0.00322614,0.00013112077,0.105530985,0.0026156814,0.0050904592],"study_design_scores_gemma":[0.00026759473,0.0000017841504,0.93709415,0.000029743675,0.000008905554,0.0000015308315,0.0025788841,0.014020944,0.00003719913,0.0108847935,0.03496228,0.000112163536],"about_ca_topic_score_codex":0.004946089,"about_ca_topic_score_gemma":0.0021727665,"teacher_disagreement_score":0.09464619,"about_ca_system_score_codex":0.000008742151,"about_ca_system_score_gemma":0.0000040699997,"threshold_uncertainty_score":0.74770397},"labels":[],"label_agreement":null},{"id":"W4387429132","doi":"10.33137/pbsc.v60i1.40325","title":"BOOK REVIEW: The Private Library","year":2023,"lang":"en","type":"article","venue":"Papers of The Bibliographical Society of Canada","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Library science; Art; Political science; Art history; Computer science","score_opus":0.00765012929415025,"score_gpt":0.17914673522043917,"score_spread":0.17149660592628893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387429132","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.071566224,0.14262323,0.0000028071697,0.6959227,0.0015949907,0.0015504962,0.00006992825,0.0003438365,0.08632581],"genre_scores_gemma":[0.22024903,0.13681352,0.00005458152,0.6379676,0.00071172416,0.000048241607,0.000054907247,0.000060176928,0.0040402384],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991161,0.0000056426998,0.00023883581,0.00011964434,0.00031071107,0.0002090175],"domain_scores_gemma":[0.9993181,0.00011888941,0.00021109224,0.00031176172,0.000027162121,0.000012981401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003072871,0.00009788575,0.00017499951,0.0002141758,0.00019660518,0.00003905932,0.0006698988,0.0000435424,0.00059078535],"category_scores_gemma":[0.000038962175,0.000052591575,0.00039509515,0.008497653,0.00015144069,0.0003588896,0.00028347707,0.00014692874,0.0000036571412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031226155,0.0000044910116,0.013603832,0.00049386313,0.00005892213,2.1289512e-7,0.000003953192,0.000011947769,0.0000199342,0.0008684496,0.98460144,0.00032983086],"study_design_scores_gemma":[0.00007759882,0.0000015954388,0.062238976,0.00020920204,0.000034266403,2.0579773e-7,0.000028483551,0.00014905208,0.00003995292,0.0011439085,0.93600446,0.00007229681],"about_ca_topic_score_codex":0.031911984,"about_ca_topic_score_gemma":0.0045499434,"teacher_disagreement_score":0.14868282,"about_ca_system_score_codex":0.0000039723486,"about_ca_system_score_gemma":0.00005796739,"threshold_uncertainty_score":0.9745346},"labels":[],"label_agreement":null},{"id":"W4388053496","doi":"10.2139/ssrn.4588974","title":"Do Lower-Quality Images Lead to Higher Demand on Airbnb?","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Lead (geology); Quality (philosophy); Business; Geology; Physics","score_opus":0.027285482261888972,"score_gpt":0.2712141944347616,"score_spread":0.2439287121728726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388053496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96101487,0.0002574829,0.0004648448,0.005393949,0.0014301671,0.00016572607,0.0000023772318,0.00024813792,0.031022472],"genre_scores_gemma":[0.98553556,0.00019861519,0.000013936218,0.0021746869,0.0027472007,0.0000076100496,0.000009125962,0.00003091154,0.009282362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99752444,0.000009023049,0.0002876588,0.00026117044,0.00022944268,0.001688265],"domain_scores_gemma":[0.99949265,0.000055081826,0.00015609463,0.00020731335,0.000063608015,0.000025261494],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022433186,0.0001813192,0.00020012939,0.0003295235,0.00031518328,0.00042649932,0.00033946312,0.00007073604,0.00034775297],"category_scores_gemma":[0.000086139844,0.0001498521,0.00012559214,0.0004950691,0.000017964556,0.00078937656,0.00009471396,0.0009023589,0.0054457933],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049894745,0.00016034652,0.04080271,0.00008337231,0.00030884324,0.0000534716,0.000060058155,0.00073107664,0.00046294404,0.79149044,0.044755243,0.12059258],"study_design_scores_gemma":[0.0012158238,0.0001547026,0.08395564,0.000092527145,0.000053240892,0.000027593122,0.00048164322,0.00011037659,0.00013333237,0.6367416,0.27637568,0.0006578496],"about_ca_topic_score_codex":0.000113443944,"about_ca_topic_score_gemma":0.00018301395,"teacher_disagreement_score":0.23162045,"about_ca_system_score_codex":0.00021060543,"about_ca_system_score_gemma":0.00013309784,"threshold_uncertainty_score":0.9953286},"labels":[],"label_agreement":null},{"id":"W4388179712","doi":"10.1007/s11747-023-00984-w","title":"The ubiquity of scarcity","year":2023,"lang":"en","type":"article","venue":"Journal of the Academy of Marketing Science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Scarcity; Business; Economics; Market economy","score_opus":0.03071344143851012,"score_gpt":0.2628168495572642,"score_spread":0.23210340811875407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388179712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901315,0.000056295044,0.000004566123,0.004581538,0.0004252008,0.000051587012,4.400973e-7,0.00000824104,0.004740662],"genre_scores_gemma":[0.9991657,0.000037833688,0.00005665004,0.0002788211,0.00030427775,3.3694943e-7,2.5206257e-8,0.0000034379523,0.00015288968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987196,0.000024040384,0.00043801902,0.000087301174,0.00051917555,0.00021191708],"domain_scores_gemma":[0.9978497,0.0006900951,0.0011918412,0.000120529345,0.00013679484,0.000011023276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02244243,0.000061666025,0.0001402564,0.00017347037,0.0004416307,0.00009935838,0.0017082872,0.000033934037,0.000017638087],"category_scores_gemma":[0.004487852,0.000031316522,0.0001217392,0.0011860719,0.00048813134,0.00096261746,0.0005282481,0.00027530827,0.000007845245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007870567,0.000070829534,0.8369917,0.00057608786,0.00008914537,0.0000024890646,0.0002681089,0.0017914475,0.026714256,0.018032974,0.033658657,0.081017196],"study_design_scores_gemma":[0.00013749824,0.000004190551,0.97414047,0.00020442349,0.00001931086,0.0000062939826,0.00016245262,0.0026159368,0.0030881893,0.009565148,0.009998762,0.000057338802],"about_ca_topic_score_codex":0.000014797908,"about_ca_topic_score_gemma":0.0000013774669,"teacher_disagreement_score":0.13714871,"about_ca_system_score_codex":0.000017524764,"about_ca_system_score_gemma":0.00005186704,"threshold_uncertainty_score":0.7778143},"labels":[],"label_agreement":null},{"id":"W4388258146","doi":"10.24043/001c.88998","title":"‘Made in Airbnb’: Sense of Localness in Neolocalism: Tourism Dynamics on Heimaey, Iceland","year":2023,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tourism; Context (archaeology); Renting; Sustainability; Construct (python library); Sociology; Sharing economy; Cosmopolitanism; Psychological resilience; Economic geography; Business; Geography; Political science; Social psychology; Psychology; Ecology; Politics","score_opus":0.03450294368234525,"score_gpt":0.26442322948739233,"score_spread":0.2299202858050471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388258146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99074674,0.00024374572,0.00004202339,0.0013647297,0.0007274655,0.00008885922,0.0000044173416,0.000024940899,0.006757084],"genre_scores_gemma":[0.99824613,0.000352362,0.000008732076,0.00046040508,0.0006114514,0.0000048976467,0.000009109525,0.000013038012,0.00029389973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998935,0.000009950402,0.00042871037,0.0001568361,0.00015718825,0.00031234394],"domain_scores_gemma":[0.9994928,0.0001332496,0.00019220157,0.000107054395,0.00006366586,0.000011003484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006971997,0.00014967877,0.00035579567,0.0005664685,0.000115381874,0.00007708292,0.00012646818,0.000071286755,0.000035883757],"category_scores_gemma":[0.000101453916,0.00011499529,0.00006494674,0.00054869516,0.000047252775,0.00037049752,0.00012142202,0.00034855615,0.000072722614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073357375,0.00027889485,0.8785972,0.00066409033,0.00033848165,0.004433148,0.0026988096,0.024860773,0.000011099889,0.0075761187,0.048075415,0.031732425],"study_design_scores_gemma":[0.009206259,0.00019941662,0.69495416,0.0020013144,0.00010420559,0.0001901507,0.021090182,0.12745558,0.000039717106,0.11622478,0.02735019,0.0011840469],"about_ca_topic_score_codex":0.00032584227,"about_ca_topic_score_gemma":0.005074013,"teacher_disagreement_score":0.18364301,"about_ca_system_score_codex":0.00006111233,"about_ca_system_score_gemma":0.000014083276,"threshold_uncertainty_score":0.46893716},"labels":[],"label_agreement":null},{"id":"W4388347766","doi":"10.1177/1063293x231213510","title":"Harness collaboration between manufacturing Small and medium-sized enterprises through a collaborative platform based on the business model canvas","year":2023,"lang":"en","type":"article","venue":"Concurrent Engineering","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Business model; Knowledge management; Business; Aerospace; Terminology; Computer science; Process management; Engineering; Marketing","score_opus":0.037996416586001024,"score_gpt":0.22703242668297058,"score_spread":0.18903601009696955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388347766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773624,0.000083199164,0.01642296,0.002596665,0.001078511,0.00075077784,0.000063222564,0.0005772769,0.0010650108],"genre_scores_gemma":[0.99855524,0.00003105791,0.000107699045,0.00032918193,0.0005677428,0.00013685558,0.00019282836,0.00004003821,0.00003936191],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988516,0.0000037673396,0.0002884593,0.0003228164,0.00018826962,0.000345118],"domain_scores_gemma":[0.99916613,0.00031444483,0.00014705225,0.00021541388,0.0001347662,0.000022177554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003010735,0.00029057296,0.00027807325,0.00023147631,0.0002514843,0.0005053949,0.00024547958,0.00008784049,0.000032054977],"category_scores_gemma":[0.00020636368,0.00022502121,0.000041588384,0.00080143596,0.00003563149,0.0010024,0.00013365538,0.0002006062,0.000058210793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013369437,0.000068312715,0.015451799,0.0016052992,0.00024430864,0.000028600996,0.0015605722,0.9439268,0.000411919,0.022811368,0.003957244,0.009800063],"study_design_scores_gemma":[0.0012893925,0.00001072575,0.019355917,0.00046314814,0.00008587045,5.417057e-7,0.00053577306,0.9537463,0.0021295499,0.0010441586,0.02075657,0.00058205234],"about_ca_topic_score_codex":0.000052702246,"about_ca_topic_score_gemma":0.00004667105,"teacher_disagreement_score":0.02176721,"about_ca_system_score_codex":0.00005898444,"about_ca_system_score_gemma":0.00007905304,"threshold_uncertainty_score":0.9176099},"labels":[],"label_agreement":null},{"id":"W4388654828","doi":"10.31822/jomat.2024-9-2-113","title":"Bibliometric analysis of carsharing and car rental research in the field of urban transportation and tourism transportation","year":2023,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Academic Tourism","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renting; Business; Tourism; China; Service (business); Business travel; Marketing; Revenue; Transport engineering; Finance; Engineering; Geography; Civil engineering","score_opus":0.05840171343267661,"score_gpt":0.3476833497212894,"score_spread":0.2892816362886128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388654828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99813616,0.0007048464,0.000028779159,0.0008112618,0.0000882308,0.00012762116,0.000012357759,0.000006363462,0.000084349806],"genre_scores_gemma":[0.99883425,0.0007683615,0.0000536757,0.000029734485,0.00025724134,0.0000032314042,0.000029660883,0.000007794705,0.000016049926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984939,0.000022580103,0.00075023953,0.00014997895,0.0003986991,0.00018460258],"domain_scores_gemma":[0.9986096,0.0006190135,0.000533012,0.00009832186,0.00012173016,0.000018303834],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0027390542,0.00009896033,0.00033236793,0.030992446,0.000094566734,0.000030578834,0.0002437463,0.00015668604,0.000016019312],"category_scores_gemma":[0.00009674794,0.00007424728,0.00011291655,0.032006722,0.000059640504,0.0009799831,0.000025505738,0.0006469176,6.780297e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014701144,0.000037581074,0.987234,0.00025156236,0.00014545866,0.0000703502,0.0036077236,0.0010911342,0.0008906882,0.00021749813,0.0008505907,0.0054563833],"study_design_scores_gemma":[0.00051217026,0.000047608704,0.9901511,0.00015107311,0.00026204827,0.0000023573753,0.0031457115,0.003866578,0.00018527715,0.0014328343,0.00016677614,0.00007647818],"about_ca_topic_score_codex":0.00048413355,"about_ca_topic_score_gemma":0.00012406541,"teacher_disagreement_score":0.005379905,"about_ca_system_score_codex":0.000012657381,"about_ca_system_score_gemma":0.000016755916,"threshold_uncertainty_score":0.9885684},"labels":[],"label_agreement":null},{"id":"W4388996326","doi":"10.2139/ssrn.4644205","title":"Airbnb, Housing Prices, and Residential Mobility:  Evidence from Copenhagen, 2008 to 2016","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Business; Economics; Economic geography; Geography","score_opus":0.03688335284654492,"score_gpt":0.25695167743302094,"score_spread":0.22006832458647602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388996326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97024053,0.012742773,0.009672165,0.002738946,0.002904322,0.00073096703,0.000016649185,0.00026832326,0.00068534946],"genre_scores_gemma":[0.97537935,0.00963688,0.00042265808,0.0009364523,0.00944474,0.000049170125,0.00007365635,0.00014138248,0.003915738],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99621135,0.000018706349,0.00064834964,0.0007919376,0.00037207233,0.0019575967],"domain_scores_gemma":[0.9985103,0.0001623179,0.00062014314,0.00048491263,0.00016726994,0.000055075252],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003089789,0.00041649866,0.00050551584,0.00045085512,0.00046307137,0.0017003132,0.0008288244,0.0002866667,0.00043229756],"category_scores_gemma":[0.00043478745,0.00038703217,0.00017447189,0.00028859,0.00004552189,0.0016213726,0.0015181116,0.0029851424,0.0018724415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038944588,0.0007144318,0.18105558,0.00338937,0.006897173,0.0007028263,0.002149605,0.015786953,0.0014054978,0.035287146,0.3980042,0.35071275],"study_design_scores_gemma":[0.001386525,0.000115489805,0.068980984,0.00445308,0.00081871107,0.00009101593,0.0014994154,0.00326783,0.00009627613,0.87103826,0.045991786,0.0022606035],"about_ca_topic_score_codex":0.012687155,"about_ca_topic_score_gemma":0.014611014,"teacher_disagreement_score":0.8357511,"about_ca_system_score_codex":0.00059130363,"about_ca_system_score_gemma":0.001426807,"threshold_uncertainty_score":0.99985814},"labels":[],"label_agreement":null},{"id":"W4389187544","doi":"10.2139/ssrn.4635861","title":"Transforming Rural Trade: The Impact of Government-Initiated E-commerce Platform on Local Specialty Sales","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Université Laval","funders":"","keywords":"E-commerce; Business; Specialty; Government (linguistics); E-Government; Marketing; Commerce; Information and Communications Technology; Computer science; World Wide Web","score_opus":0.025431717888740827,"score_gpt":0.25138729253880676,"score_spread":0.22595557465006594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389187544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98942363,0.00010169392,0.00036342238,0.00076702,0.0002374666,0.00017093447,0.000010836216,0.0000669172,0.008858056],"genre_scores_gemma":[0.99810964,0.00040136956,8.10566e-7,0.00020426101,0.0010630118,0.0000038211133,0.000029010167,0.000027754772,0.00016034543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977138,0.0000065769414,0.00036546998,0.0001249859,0.000335291,0.0014539006],"domain_scores_gemma":[0.99946284,0.00010102464,0.00025374565,0.00014617707,0.00001771723,0.00001851731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013654218,0.00020455188,0.00022941889,0.00012787603,0.00035240216,0.00014697324,0.00039195112,0.0000759211,0.00013524004],"category_scores_gemma":[0.000033939352,0.00012748883,0.00029904742,0.0004376878,0.0000611776,0.00096007163,0.00003541661,0.0011322653,0.00018889643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013400442,0.00028843223,0.07292144,0.000082038954,0.0013216758,0.00002842749,0.0005932688,0.0047100103,0.0003690575,0.50010926,0.005097879,0.41313848],"study_design_scores_gemma":[0.008580031,0.0012648648,0.24185903,0.0005915611,0.0004431034,0.0005396909,0.04331136,0.025710285,0.0008407091,0.6444178,0.0305668,0.0018747344],"about_ca_topic_score_codex":0.0002977568,"about_ca_topic_score_gemma":0.0010021506,"teacher_disagreement_score":0.41126373,"about_ca_system_score_codex":0.0006173284,"about_ca_system_score_gemma":0.0002262346,"threshold_uncertainty_score":0.51988435},"labels":[],"label_agreement":null},{"id":"W4390119084","doi":"10.1007/978-3-031-47052-3_5","title":"Sharing Project-Based Leisure","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in well-being and quality of life research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Amateur; Scope (computer science); Public relations; Space (punctuation); Interpersonal communication; Psychology; Social psychology; Sociology; Political science; Computer science; Law","score_opus":0.21631858765809253,"score_gpt":0.3643996544225473,"score_spread":0.14808106676445476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390119084","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07171151,0.00043472892,0.000020355968,0.0006643069,0.00037332808,0.00083016884,0.000010633566,0.00023982582,0.92571515],"genre_scores_gemma":[0.70594126,0.00071325654,0.00021808733,0.00065397646,0.003633991,0.00010612983,0.0002122137,0.00039052474,0.28813055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962944,0.000028693987,0.0010869452,0.0009259938,0.00092754234,0.00073643855],"domain_scores_gemma":[0.9977324,0.00079020986,0.00044330754,0.00070556457,0.00028040065,0.000048145233],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009098512,0.00039994594,0.00091874826,0.0017956413,0.00029449526,0.00041038342,0.0006744204,0.0005175248,0.0002322927],"category_scores_gemma":[0.0008403558,0.00041280178,0.0001975189,0.00037243016,0.00034173048,0.00045328398,0.00091321516,0.0015149435,0.00042187193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025390263,0.000055042547,0.086391814,0.007822376,0.00011255045,0.000034683446,0.0001860204,0.00006641119,0.0000223875,0.89871514,0.0019410962,0.004398559],"study_design_scores_gemma":[0.0036562516,0.00010863836,0.04274711,0.009818481,0.0000894529,0.000001830648,0.00060405437,0.0058929585,0.00012662973,0.30588892,0.6283866,0.0026790546],"about_ca_topic_score_codex":0.0074054874,"about_ca_topic_score_gemma":0.0012570387,"teacher_disagreement_score":0.63758457,"about_ca_system_score_codex":0.00007933987,"about_ca_system_score_gemma":0.00020680572,"threshold_uncertainty_score":0.9998324},"labels":[],"label_agreement":null},{"id":"W4390342203","doi":"10.1080/13683500.2023.2298334","title":"Decisions and prospects of short-term rental hosts under uncertainties","year":2023,"lang":"en","type":"article","venue":"Current Issues in Tourism","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"Pusan National University","keywords":"Renting; Term (time); Microeconomics; Panel data; Economics; Business; Prospect theory; Econometrics","score_opus":0.05203380714687112,"score_gpt":0.3049556152991668,"score_spread":0.2529218081522957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390342203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943739,0.0014466238,0.000015733734,0.00021947153,0.00091304525,0.00017708611,0.0000037280975,0.00008665074,0.0027637517],"genre_scores_gemma":[0.99859434,0.0004913905,0.000025647052,0.00003090671,0.0005060932,0.0000150041,0.000052480416,0.000012475531,0.0002716832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992093,0.0000025243958,0.0002400618,0.00021332309,0.00012550602,0.00020930065],"domain_scores_gemma":[0.9996666,0.000060378825,0.00006830379,0.00016336812,0.00003013405,0.000011216784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001973516,0.000122027785,0.00018708233,0.00033140767,0.000067125075,0.00010673148,0.00015632427,0.000049481376,0.00008076935],"category_scores_gemma":[0.00007278685,0.00010735776,0.00003968116,0.00035278598,0.00006024325,0.00054907677,0.00023910504,0.00012122269,0.00009891028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004597058,0.0001780446,0.8316434,0.0004408353,0.000034616976,0.000030161753,0.00077199365,0.0002002234,0.00009377815,0.036283262,0.038146004,0.092131704],"study_design_scores_gemma":[0.00069538574,0.000018914543,0.8243312,0.0008906568,0.000032606673,0.0000025400159,0.0008304335,0.0036140191,0.0002338455,0.08973784,0.07915453,0.00045802933],"about_ca_topic_score_codex":0.00010397247,"about_ca_topic_score_gemma":0.00007593432,"teacher_disagreement_score":0.09167367,"about_ca_system_score_codex":0.000015364094,"about_ca_system_score_gemma":0.0000073676506,"threshold_uncertainty_score":0.43779224},"labels":[],"label_agreement":null},{"id":"W4390343033","doi":"10.1080/07053436.2023.2274186","title":"Impact of leisure travel desire on tourist’s motivation for shared accommodations: Moderating role of COVID-19 risk and perceived sanitization","year":2023,"lang":"en","type":"article","venue":"Loisir et Société / Society and Leisure","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accommodation; Tourism; Psychology; Risk perception; Social psychology; Affect (linguistics); Contingency; Control (management); Coronavirus disease 2019 (COVID-19); Theory of planned behavior; Perceived control; Norm (philosophy); Marketing; Business; Perception; Economics; Geography; Political science","score_opus":0.05436550940767063,"score_gpt":0.30815041446837055,"score_spread":0.2537849050606999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390343033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586576,0.00006464277,0.00263338,0.00023481529,0.00004031753,0.0004905697,0.00019387217,0.000077594974,0.00039906672],"genre_scores_gemma":[0.99834824,0.0001494109,0.00030475712,0.00019182621,0.00018818764,0.000037732796,0.00071492256,0.000024377277,0.00004054929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991147,0.000015993508,0.00030386227,0.00025722693,0.0001268896,0.00018131742],"domain_scores_gemma":[0.9988299,0.00048736465,0.00038191132,0.00012481361,0.00015116447,0.000024842302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056735706,0.00017661294,0.000308011,0.00008021847,0.00043749053,0.00016312124,0.00009168091,0.00018302814,0.00006462725],"category_scores_gemma":[0.0003573673,0.00015975429,0.00020958816,0.0002495082,0.000057562494,0.0009482738,0.00005247049,0.00015466144,0.0000017181983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002918087,0.00021375557,0.8897128,0.0019164617,0.00053021644,5.765962e-7,0.011479309,0.02770965,0.002372283,0.04176476,0.002872321,0.021136032],"study_design_scores_gemma":[0.0016694126,0.00006587309,0.83746576,0.00009946415,0.00010508997,5.6295386e-7,0.009054236,0.12562175,0.000060436283,0.025156157,0.0004467436,0.00025451902],"about_ca_topic_score_codex":0.0005035549,"about_ca_topic_score_gemma":0.000042340205,"teacher_disagreement_score":0.0979121,"about_ca_system_score_codex":0.000042021635,"about_ca_system_score_gemma":0.00006197567,"threshold_uncertainty_score":0.6514591},"labels":[],"label_agreement":null},{"id":"W4390724205","doi":"10.1080/20414005.2023.2299156","title":"Runaway train? Decentralised finance and the myth of the private platform economy","year":2023,"lang":"en","type":"article","venue":"Transnational Legal Theory","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mythology; Business; Finance; Financial system; Economics; Art","score_opus":0.01282442439063156,"score_gpt":0.1953358154116134,"score_spread":0.18251139102098185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390724205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87131065,0.00006932436,0.0003313237,0.022177951,0.0003654308,0.00054559816,0.000025053469,0.000093630784,0.10508101],"genre_scores_gemma":[0.9963258,0.000006719854,0.000016693855,0.002933545,0.00013827624,0.000023667426,0.000022621092,0.000010065647,0.0005226435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99938965,0.000007750542,0.00020797225,0.00013379933,0.000102187245,0.00015861995],"domain_scores_gemma":[0.99945277,0.00025935652,0.000110240726,0.00013904902,0.000033486907,0.000005122149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008485181,0.00010050747,0.00012787209,0.00006985483,0.00020100744,0.00010052748,0.000273008,0.000038333797,0.000118259595],"category_scores_gemma":[0.000030689444,0.0000573154,0.00009381985,0.00024740485,0.00021663755,0.0007859389,0.000039732517,0.000111776506,0.000017330938],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013449775,0.000009464133,0.00051979965,0.000040447514,0.000028485665,5.3253945e-7,0.0001127704,0.00035188897,0.000009559077,0.9972294,0.00024748853,0.0013156949],"study_design_scores_gemma":[0.0014681515,0.0000023135817,0.037419844,0.000013976221,0.00002781523,0.0000017829639,0.00007525427,0.0042583826,0.00012272422,0.7361834,0.220316,0.00011033249],"about_ca_topic_score_codex":0.000011303264,"about_ca_topic_score_gemma":0.000010486942,"teacher_disagreement_score":0.26104593,"about_ca_system_score_codex":0.000008689091,"about_ca_system_score_gemma":0.000023272596,"threshold_uncertainty_score":0.23372541},"labels":[],"label_agreement":null},{"id":"W4390792244","doi":"10.1111/hdi.13129","title":"We are moving to online only","year":2024,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citation; Medicine; Internet privacy; World Wide Web; Computer science","score_opus":0.025576139686997772,"score_gpt":0.25314907456146185,"score_spread":0.2275729348744641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390792244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8860494,0.00015705422,0.004315061,0.025930034,0.004154406,0.00013804105,0.00005712683,0.00047354118,0.07872532],"genre_scores_gemma":[0.9859694,0.000010943637,0.000517677,0.0047590993,0.0044070478,0.0000100238085,0.00015903928,0.00001860517,0.0041481634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992216,0.0000012396094,0.00019203806,0.00025983833,0.00018613855,0.00013909767],"domain_scores_gemma":[0.999706,0.000041153504,0.000051613973,0.00012426781,0.00006413698,0.000012836194],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014268722,0.000107258515,0.00011417641,0.00046282224,0.000056853794,0.000634528,0.0002802206,0.00003976908,0.0024595466],"category_scores_gemma":[0.000089957386,0.000098073586,0.000112785834,0.000298506,0.000008727577,0.0008852285,0.00016078567,0.00010225145,0.002896523],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113948656,0.00031533418,0.15379608,0.0003524559,0.0009305106,0.00021510202,0.00048360828,0.005458789,0.00046296362,0.19808407,0.18599579,0.45379135],"study_design_scores_gemma":[0.00012183379,0.000001892101,0.012956476,0.00014947748,0.00004067285,0.000004811698,0.00010327245,0.066895895,0.000035697,0.0060127336,0.9134793,0.00019792134],"about_ca_topic_score_codex":0.00010085831,"about_ca_topic_score_gemma":0.00027381038,"teacher_disagreement_score":0.7274835,"about_ca_system_score_codex":0.000055040306,"about_ca_system_score_gemma":0.00001742885,"threshold_uncertainty_score":0.99845237},"labels":[],"label_agreement":null},{"id":"W4390925510","doi":"10.1515/9780776627526-014","title":"CHAPTER XII Making Sense of the Public Discourse on Airbnb and Labour: What about Labour Rights?","year":2018,"lang":"en","type":"book-chapter","venue":"University of Ottawa Press eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Labour economics; Law and economics; Economics","score_opus":0.024980624168396706,"score_gpt":0.19919786215766358,"score_spread":0.17421723798926686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390925510","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05193125,0.00014395414,0.000015994527,0.00018268972,0.0005044732,0.00034236684,0.00006566449,0.000052395535,0.9467612],"genre_scores_gemma":[0.655738,0.000061860315,0.00005024284,0.0005083822,0.00047967178,3.097216e-7,0.00001531123,0.00004236024,0.3431039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892896,0.0000055191795,0.00022816964,0.00036992374,0.00023723376,0.00023019231],"domain_scores_gemma":[0.99848694,0.000044291664,0.0007320627,0.00052627566,0.00018846703,0.000021965368],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020166229,0.00030529074,0.0003886522,0.00024940923,0.0003234908,0.00020709782,0.0004628261,0.00025288409,0.000816421],"category_scores_gemma":[0.000009353991,0.00025236406,0.00017949867,0.000013345825,0.00050837104,0.00088323397,0.0005461326,0.00027975757,0.000041305342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049039692,0.000013107921,0.00015902653,0.00026185118,0.00013714739,0.00002319625,0.0002478024,0.0000020763305,0.0000033708543,0.9950843,0.0007066228,0.0033124727],"study_design_scores_gemma":[0.0004975455,0.000018225765,0.0006181598,0.0010282494,0.0001441661,0.000004513024,0.00015847856,0.00005841522,0.000041533105,0.016259134,0.9808429,0.00032867395],"about_ca_topic_score_codex":0.0006138612,"about_ca_topic_score_gemma":0.0012253004,"teacher_disagreement_score":0.9801363,"about_ca_system_score_codex":0.000022733875,"about_ca_system_score_gemma":0.000018974355,"threshold_uncertainty_score":0.99999285},"labels":[],"label_agreement":null},{"id":"W4390959234","doi":"10.1108/978-1-83753-970-320241014","title":"PANKS and PUNKS (Professional Aunts/Uncles With No Kids)","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nephew and niece; Aunt; Punk; Spare time; Psychology; Genealogy; Art; History; Political science; Art history; Law; Humanities","score_opus":0.014190771190933245,"score_gpt":0.18812321697925408,"score_spread":0.17393244578832084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390959234","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012543364,0.00022522663,0.000011486753,0.0003924909,0.000952918,0.00020226743,0.000011740795,0.00021173722,0.9967378],"genre_scores_gemma":[0.009939923,0.00003981964,0.00009392867,0.0022863373,0.0022777603,0.000011815182,0.00015059719,0.00007581855,0.985124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894667,3.414701e-7,0.00022352401,0.0004440642,0.00017535528,0.00021004076],"domain_scores_gemma":[0.9995339,0.00003621522,0.00012936954,0.00020777709,0.00007508602,0.000017633973],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012955639,0.00034922123,0.00029603238,0.00022708261,0.00013419356,0.00045358794,0.0001628619,0.00028851515,0.008830515],"category_scores_gemma":[0.000006425412,0.00022683313,0.00007035204,0.000029036204,0.000071504735,0.0006525291,0.00030180256,0.00043216132,0.006383971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046220932,0.0000074564273,0.00076360663,0.00054611353,0.00012486814,0.00006009475,0.000009030018,8.075122e-7,0.000001139227,0.9571065,0.03488372,0.006450498],"study_design_scores_gemma":[0.00018499358,0.000009587012,0.00030302463,0.000595788,0.000105213,0.000008905423,0.000014899439,0.0002471872,8.287434e-7,0.13566886,0.8624419,0.00041883637],"about_ca_topic_score_codex":0.00014469636,"about_ca_topic_score_gemma":0.00019561117,"teacher_disagreement_score":0.82755816,"about_ca_system_score_codex":0.000016671122,"about_ca_system_score_gemma":0.000028330904,"threshold_uncertainty_score":0.99438965},"labels":[],"label_agreement":null},{"id":"W4391132854","doi":"10.1007/978-3-031-49979-1_4","title":"The Emergence of the Nighttime Artificial Intelligence-Robot-Driven Economy","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Robot; Artificial intelligence; Environmental science; Computer science","score_opus":0.04135565895237034,"score_gpt":0.21974221255147366,"score_spread":0.17838655359910333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391132854","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004304274,0.00028105857,0.00017193213,0.0015469443,0.0022898396,0.00029998602,0.000005232189,0.000069013084,0.99529296],"genre_scores_gemma":[0.044087313,0.00010732207,0.000032597272,0.00077249063,0.0027283342,0.000020118883,0.000022273116,0.00006568916,0.9521639],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988001,0.0000010623099,0.00055081357,0.00031457053,0.00012272906,0.00021072732],"domain_scores_gemma":[0.9989835,0.00007137597,0.00034011947,0.0005136374,0.00008297141,0.000008389955],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024072062,0.00026915479,0.0002463691,0.00010827538,0.00026598154,0.00034841977,0.00082256296,0.00017185498,0.0072774813],"category_scores_gemma":[0.00001648368,0.00014145776,0.00031307628,0.000068984235,0.00016542255,0.00034489037,0.0004750554,0.0003471288,0.0045456234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061012784,0.0000037612742,0.00003201999,0.00008103439,0.000086676875,0.0000013261582,0.000014338234,0.00009008362,0.0000011976267,0.9746677,0.012000206,0.013015536],"study_design_scores_gemma":[0.000006175963,0.0000019519186,0.000008212633,0.000072226285,0.000052882482,5.734121e-7,0.000038400543,0.0022145994,0.000028886594,0.49658763,0.50084996,0.00013847394],"about_ca_topic_score_codex":0.00010297952,"about_ca_topic_score_gemma":0.00044684327,"teacher_disagreement_score":0.48884976,"about_ca_system_score_codex":0.000015148151,"about_ca_system_score_gemma":0.00003683285,"threshold_uncertainty_score":0.99622947},"labels":[],"label_agreement":null},{"id":"W4391469450","doi":"10.1080/09537325.2024.2311276","title":"Value creation and sustainable growth of sharing economy platforms: a value network perspective","year":2024,"lang":"en","type":"article","venue":"Technology Analysis and Strategic Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Value (mathematics); Value creation; Perspective (graphical); Sharing economy; Value network; Sustainable growth rate; Business; Sustainable Value; Industrial organization; Sustainability; Economic system; Economics; Computer science; Marketing; Business model","score_opus":0.009592520610224408,"score_gpt":0.22173402979638646,"score_spread":0.21214150918616204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391469450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5538835,0.0021632877,0.0033066717,0.00092081435,0.00006131554,0.00039791386,0.0000014297818,0.00032662152,0.43893847],"genre_scores_gemma":[0.99841774,0.00020345049,0.00030848625,0.00010738953,0.0001018766,0.00003844895,0.000018332466,0.000011043484,0.0007932309],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987943,0.0000020101788,0.00030051632,0.00049626734,0.000067822104,0.0003390649],"domain_scores_gemma":[0.9995391,0.000023408498,0.00012930694,0.00021854053,0.00007733007,0.000012329493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059172494,0.0001874866,0.00034053315,0.0014323335,0.00021903447,0.00036593343,0.00018252213,0.00012735552,0.00010184655],"category_scores_gemma":[0.000006730583,0.00016401906,0.00009498282,0.0017764923,0.000120887344,0.0006975589,0.00034746094,0.00015480044,0.000010070027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013179581,0.00001763235,0.021708634,0.00051361386,0.0013936841,0.000033929013,0.000035812234,0.0005221417,7.917782e-7,0.9751999,0.00003444314,0.0005262528],"study_design_scores_gemma":[0.00016542613,0.00001691566,0.0026939914,0.000049988805,0.0012413821,0.0000022484971,0.0058486573,0.076963045,0.000006715691,0.9121872,0.0006483827,0.00017604312],"about_ca_topic_score_codex":0.0008966445,"about_ca_topic_score_gemma":0.000075498305,"teacher_disagreement_score":0.44453427,"about_ca_system_score_codex":0.000049210816,"about_ca_system_score_gemma":0.000010211516,"threshold_uncertainty_score":0.6688503},"labels":[],"label_agreement":null},{"id":"W4391593320","doi":"10.32920/25169639.v1","title":"The Spatial-Temporal Distribution of Airbnb and its’ Potential Impact on the Rental Market: A Case Study of City of Toronto &amp; City of Vancouver","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Renting; Listing (finance); Sharing economy; Business; Accommodation; Distribution (mathematics); Digitization; Quality (philosophy); Finance; Telecommunications","score_opus":0.027083755434138792,"score_gpt":0.2593488976294307,"score_spread":0.2322651421952919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391593320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942424,0.00016300027,0.00010066077,0.000033706907,0.00067869236,0.0008300514,0.00022936569,0.000018493698,0.003703626],"genre_scores_gemma":[0.9994602,0.000020305737,0.0000041803005,0.000009522403,0.00018902094,0.00001559127,0.00007021306,0.000012609779,0.00021831914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985915,0.000024970435,0.0006660667,0.00029419689,0.00026668847,0.00015659569],"domain_scores_gemma":[0.99838746,0.0001358145,0.00081944454,0.00046440455,0.00018075464,0.000012108301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010753906,0.00025263836,0.0004590374,0.000046177618,0.00010565595,0.000078800564,0.00028010877,0.00013097502,0.0009007014],"category_scores_gemma":[0.000090993155,0.00013446888,0.00023746413,0.00008065357,0.0000818207,0.00020927751,0.001094049,0.00026177533,0.0000014447703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00546139,0.003946198,0.9263433,0.006764783,0.0042041857,0.00013342763,0.0025030943,0.00079513225,0.0001644396,0.0041462546,0.030080047,0.015457699],"study_design_scores_gemma":[0.0034762325,0.0006411401,0.916696,0.0014365886,0.002030787,0.000047009624,0.01723084,0.039759677,0.00089612626,0.014698568,0.0017823313,0.0013047062],"about_ca_topic_score_codex":0.23697174,"about_ca_topic_score_gemma":0.15817195,"teacher_disagreement_score":0.07879979,"about_ca_system_score_codex":0.00006339316,"about_ca_system_score_gemma":0.000045859033,"threshold_uncertainty_score":0.98620486},"labels":[],"label_agreement":null},{"id":"W4391603629","doi":"10.4018/979-8-3693-1594-1.ch010","title":"Novel Forms of Consumption in the Postmodern Era","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in marketing, customer relationship management, and e-services book series","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Université du Québec à Montréal","funders":"","keywords":"Consumption (sociology); Product (mathematics); Production (economics); Goods and services; Business; Service (business); Postmodernism; Resource (disambiguation); Circular economy; Marketing; Resource consumption; Product-service system; Sharing economy; Business model; Computer science; Economics; Sociology; World Wide Web; Economy","score_opus":0.016706576277268667,"score_gpt":0.2338725073543693,"score_spread":0.21716593107710064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391603629","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003651903,0.016944453,0.000031165673,0.00023750472,0.000331648,0.00072035065,0.000019436051,0.0000772264,0.97798634],"genre_scores_gemma":[0.43312278,0.0810609,0.0012637113,0.0060675563,0.0011395278,0.0004593013,0.0011679934,0.00035667224,0.47536156],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822265,0.000009107048,0.00069741707,0.0005085526,0.00026604827,0.00029623337],"domain_scores_gemma":[0.99877244,0.00025558934,0.00055375317,0.0003666435,0.00004026894,0.000011304883],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012047389,0.00040376213,0.00038237683,0.0008316928,0.00017099493,0.0003009578,0.0004265997,0.00021026205,0.00021491229],"category_scores_gemma":[0.000018110633,0.00032647897,0.000097684155,0.00018199086,0.00015852478,0.004452001,0.0003083984,0.0005456235,0.00020661509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002260553,0.000027877566,0.06761874,0.008848474,0.00007092937,0.000023486698,0.00034098874,0.00018936855,4.0564143e-7,0.9175939,0.00014000013,0.0049197967],"study_design_scores_gemma":[0.0004243291,0.00000819092,0.038240694,0.0019633807,0.00016938525,0.000006918881,0.0005490298,0.0003903889,1.9173791e-7,0.14670497,0.8111065,0.0004359984],"about_ca_topic_score_codex":0.00005148705,"about_ca_topic_score_gemma":0.0016308647,"teacher_disagreement_score":0.81096655,"about_ca_system_score_codex":0.000038671595,"about_ca_system_score_gemma":0.0000067155265,"threshold_uncertainty_score":0.9999187},"labels":[],"label_agreement":null},{"id":"W4391618076","doi":"10.32920/25169639","title":"The Spatial-Temporal Distribution of Airbnb and its’ Potential Impact on the Rental Market: A Case Study of City of Toronto &amp; City of Vancouver","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Renting; Listing (finance); Sharing economy; Business; Accommodation; Distribution (mathematics); Digitization; Quality (philosophy); Agricultural economics; Economics; Finance; Telecommunications","score_opus":0.027083755434138792,"score_gpt":0.2593488976294307,"score_spread":0.2322651421952919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391618076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942424,0.00016300027,0.00010066077,0.000033706907,0.00067869236,0.0008300514,0.00022936569,0.000018493698,0.003703626],"genre_scores_gemma":[0.9994602,0.000020305737,0.0000041803005,0.000009522403,0.00018902094,0.00001559127,0.00007021306,0.000012609779,0.00021831914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985915,0.000024970435,0.0006660667,0.00029419689,0.00026668847,0.00015659569],"domain_scores_gemma":[0.99838746,0.0001358145,0.00081944454,0.00046440455,0.00018075464,0.000012108301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010753906,0.00025263836,0.0004590374,0.000046177618,0.00010565595,0.000078800564,0.00028010877,0.00013097502,0.0009007014],"category_scores_gemma":[0.000090993155,0.00013446888,0.00023746413,0.00008065357,0.0000818207,0.00020927751,0.001094049,0.00026177533,0.0000014447703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00546139,0.003946198,0.9263433,0.006764783,0.0042041857,0.00013342763,0.0025030943,0.00079513225,0.0001644396,0.0041462546,0.030080047,0.015457699],"study_design_scores_gemma":[0.0034762325,0.0006411401,0.916696,0.0014365886,0.002030787,0.000047009624,0.01723084,0.039759677,0.00089612626,0.014698568,0.0017823313,0.0013047062],"about_ca_topic_score_codex":0.23697174,"about_ca_topic_score_gemma":0.15817195,"teacher_disagreement_score":0.07879979,"about_ca_system_score_codex":0.00006339316,"about_ca_system_score_gemma":0.000045859033,"threshold_uncertainty_score":0.98620486},"labels":[],"label_agreement":null},{"id":"W4392086012","doi":"10.1007/978-3-031-50947-6_10","title":"Consumer Behavior in the Sharing Economy","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sharing economy; Business; Commerce; Economics; Computer science; World Wide Web","score_opus":0.04105878931697839,"score_gpt":0.22580008931041684,"score_spread":0.18474129999343844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392086012","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00065039645,0.00031968922,0.0000020668606,0.00034204137,0.00055516,0.0003575556,0.0000035464375,0.00011056225,0.99765897],"genre_scores_gemma":[0.036253728,0.000026568072,0.000010774294,0.004630787,0.0015559546,0.0000880387,0.00011843139,0.000071487695,0.9572442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990277,2.8198124e-7,0.00031270846,0.00038295126,0.00007312475,0.00020319234],"domain_scores_gemma":[0.9994815,0.00003284548,0.00010710171,0.0003519827,0.000021130312,0.0000054426228],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028155858,0.0002671925,0.000233367,0.00033769882,0.000065384906,0.0008334758,0.0004802651,0.0001909907,0.007625807],"category_scores_gemma":[0.0000042538413,0.00018291835,0.00014487629,0.00003823571,0.00003638608,0.00062538043,0.0002431635,0.00046117775,0.011272654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029823752,0.00000670322,0.0020955864,0.00012521382,0.000024534735,0.00006614878,0.000012551822,9.3582275e-7,7.504525e-8,0.9852741,0.009942841,0.0024483579],"study_design_scores_gemma":[0.00007689571,0.0000014532881,0.00025487537,0.000082588806,0.000091399306,0.0000053027475,0.000024053947,0.00014669717,2.2187841e-7,0.20334391,0.79573643,0.00023616118],"about_ca_topic_score_codex":0.0002781905,"about_ca_topic_score_gemma":0.00052721426,"teacher_disagreement_score":0.7857936,"about_ca_system_score_codex":0.00002944601,"about_ca_system_score_gemma":0.000012008691,"threshold_uncertainty_score":0.99328136},"labels":[],"label_agreement":null},{"id":"W4392406626","doi":"10.5210/spir.v2023i0.13472","title":"PERILS OF PLACE: GEOFENCES AND PREDATORY PLATFORM INTIMACIES","year":2023,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Art; Internet privacy; Computer science","score_opus":0.0563714605839854,"score_gpt":0.30032629868860816,"score_spread":0.24395483810462276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392406626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596197,0.00010240742,0.0000011422188,0.00010849438,0.000079190795,0.0001772714,0.000005201468,0.000079350815,0.039827235],"genre_scores_gemma":[0.9971099,0.00009169031,0.000030436997,0.00003929835,0.0001129393,0.000019039055,0.000040480714,0.000014528563,0.0025417018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987363,0.000009558878,0.000283387,0.00024550178,0.0003424279,0.00038283147],"domain_scores_gemma":[0.9990432,0.00029362008,0.00011462551,0.00017319171,0.00035753055,0.000017820073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009633536,0.00011591463,0.00021847055,0.0006392295,0.000083688916,0.00011693589,0.00037520897,0.00009523265,0.0006697751],"category_scores_gemma":[0.00050033146,0.00009770873,0.000041013365,0.0011380163,0.00028781517,0.0006738663,0.0003703565,0.0002667043,0.000108519016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015958666,0.00028519504,0.7172447,0.005580773,0.00083027536,0.000051318304,0.0055803447,0.00019284707,0.050022077,0.053424418,0.09644972,0.068742484],"study_design_scores_gemma":[0.0028986717,0.0006520851,0.68905234,0.0013880765,0.0000734703,0.000022386252,0.014423104,0.051465973,0.044402473,0.008318828,0.18606958,0.0012330294],"about_ca_topic_score_codex":0.0011741396,"about_ca_topic_score_gemma":0.0002771561,"teacher_disagreement_score":0.08961987,"about_ca_system_score_codex":0.000017135748,"about_ca_system_score_gemma":0.000052382766,"threshold_uncertainty_score":0.73335683},"labels":[],"label_agreement":null},{"id":"W4392759191","doi":"10.1007/s11747-024-01005-0","title":"Platform-level consequences of performance-based commission for service providers: Evidence from ridesharing","year":2024,"lang":"en","type":"article","venue":"Journal of the Academy of Marketing Science","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Commission; Business; Variable (mathematics); Agency (philosophy); Disengagement theory; Revenue; Service provider; Population; Service (business); Marketing; Environmental economics; Economics; Finance","score_opus":0.11710203619100451,"score_gpt":0.2945091037261645,"score_spread":0.17740706753516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392759191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993358,0.00044130554,0.00029813705,0.004460836,0.0004876431,0.00017960706,0.000005365271,0.000015357426,0.00075373513],"genre_scores_gemma":[0.99656856,0.000022131877,0.002579174,0.00045978327,0.00032230144,0.000002463882,2.562525e-7,0.000008227774,0.000037111047],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99839437,0.000013588356,0.0006564133,0.00018865304,0.0005237718,0.00022323303],"domain_scores_gemma":[0.9970507,0.0015528378,0.0010046506,0.00012458411,0.00024626797,0.000020970394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009263934,0.00012266843,0.00023987528,0.00030428023,0.0002701255,0.0002568106,0.0014620514,0.00006503878,0.00003889592],"category_scores_gemma":[0.0027405708,0.00007602619,0.00013739645,0.0007931197,0.00031991978,0.0040436587,0.00023421316,0.00031227942,0.0000029910843],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039496585,0.0001524572,0.41465363,0.016381672,0.0002466648,0.000005745104,0.0011935723,0.02352822,0.44785205,0.003743255,0.0075467043,0.080746375],"study_design_scores_gemma":[0.0010981833,0.00007572262,0.37138888,0.04142673,0.0003309239,0.00003934959,0.00070125214,0.33701283,0.22108476,0.012950887,0.013342666,0.00054782134],"about_ca_topic_score_codex":0.00010025279,"about_ca_topic_score_gemma":0.0000026486957,"teacher_disagreement_score":0.3134846,"about_ca_system_score_codex":0.00005020679,"about_ca_system_score_gemma":0.00027271366,"threshold_uncertainty_score":0.3280917},"labels":[],"label_agreement":null},{"id":"W4393222909","doi":"10.4018/979-8-3693-1942-0.ch009","title":"Role of Knowledge Management in Enhancing the Effectiveness of the Gig Economy","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in finance, accounting, and economics book series","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Lawrence College","funders":"","keywords":"Business; Knowledge management; Knowledge economy; Industrial organization; Computer science","score_opus":0.004480680054590591,"score_gpt":0.1836744357586674,"score_spread":0.1791937557040768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393222909","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03499296,0.028922,0.0000021971975,0.00002563967,0.00068929046,0.00060566113,0.000011756704,0.000017146269,0.93473333],"genre_scores_gemma":[0.8972646,0.03999023,0.00005681152,0.0002772064,0.0006333307,0.00020750849,0.000028203613,0.00013442847,0.061407674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984868,0.000004998046,0.0007476334,0.00045480215,0.00004177882,0.00026399238],"domain_scores_gemma":[0.9987095,0.00017954795,0.00067305594,0.00039223922,0.000041013423,0.0000046447535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00082760456,0.0003549321,0.0006226568,0.00031949498,0.00010632252,0.00012890574,0.000491259,0.00015869986,0.00003627076],"category_scores_gemma":[0.000014116421,0.00027234128,0.00014416309,0.00009108549,0.00029653398,0.0027528906,0.0005277632,0.00031907804,0.000032354936],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008604443,0.000013317005,0.004256875,0.0023212284,0.00005379629,0.0000013054864,0.000104367886,0.00044057023,0.0000025475722,0.98565114,0.000020942713,0.00704788],"study_design_scores_gemma":[0.00020402692,0.000006511622,0.0030554296,0.0012272447,0.000045868917,0.0000014936527,0.00014994973,0.0001645999,0.00008498398,0.36738545,0.6274374,0.00023705068],"about_ca_topic_score_codex":0.000074379685,"about_ca_topic_score_gemma":0.0026022464,"teacher_disagreement_score":0.87332565,"about_ca_system_score_codex":0.000070639384,"about_ca_system_score_gemma":0.00003859655,"threshold_uncertainty_score":0.9999729},"labels":[],"label_agreement":null},{"id":"W4394713337","doi":"10.11606/issn.2317-2762.posfauusp.2024.214821","title":"Airbnb como urbanismo de plataforma: aspectos gerais e caminhos para uma abordagem multiescalar","year":2024,"lang":"en","type":"article","venue":"Pós Revista do Programa de Pós-Graduação em Arquitetura e Urbanismo da FAUUSP","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Renting; Real estate; Urbanism; Architecture; China; Economy; Geography; Business; Political science; Engineering; Economics; Civil engineering; Finance; Archaeology","score_opus":0.02577925702217163,"score_gpt":0.2584754379521378,"score_spread":0.23269618092996616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394713337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9465988,0.015805952,0.010318373,0.002026305,0.002413376,0.004097932,0.00031700957,0.00499575,0.013426447],"genre_scores_gemma":[0.9866311,0.00014020536,0.0040826057,0.0026942564,0.0026164583,0.0005383259,0.0009508602,0.00035217832,0.0019940112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932467,0.00006650683,0.0015823056,0.0017451795,0.0008825852,0.0024767607],"domain_scores_gemma":[0.9969685,0.0003718649,0.00059490243,0.0014884145,0.00029962382,0.00027671448],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0017509026,0.0013999228,0.0012811016,0.00088542554,0.0009175781,0.023799103,0.0016791902,0.00061418256,0.0012014325],"category_scores_gemma":[0.00034088673,0.0012849314,0.00085431495,0.0018197318,0.00027770543,0.003863298,0.00076272024,0.0015888237,0.0026350503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044654778,0.0009384264,0.042602893,0.007631067,0.0013133012,0.0025280423,0.0044380752,0.00017256773,0.0006523867,0.54729366,0.050822254,0.34116074],"study_design_scores_gemma":[0.0014808752,0.00012262515,0.0038631796,0.00101436,0.00053212733,0.00032061382,0.0011560442,0.023047322,0.000186692,0.009907918,0.95637137,0.001996859],"about_ca_topic_score_codex":0.0006515572,"about_ca_topic_score_gemma":0.00004212852,"teacher_disagreement_score":0.9055491,"about_ca_system_score_codex":0.0005539325,"about_ca_system_score_gemma":0.00022785088,"threshold_uncertainty_score":0.9998751},"labels":[],"label_agreement":null},{"id":"W4394855356","doi":"10.26668/businessreview/2024.v9i4.4542","title":"THE NEED FOR BUSINESS MODELS IN ACCESSIBLE, INCLUSIVE AND SUSTAINABLE TOURISM","year":2024,"lang":"en","type":"article","venue":"International Journal of Professional Business Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"Interreg; Fundação para a Ciência e a Tecnologia","keywords":"Tourism; Originality; Scope (computer science); Sustainable tourism; Sustainability; Scarcity; Hospitality; Value (mathematics); Inclusion (mineral); Marketing; Relevance (law); Business; Process (computing); Business model; Management science; Knowledge management; Sociology; Political science; Computer science; Economics; Qualitative research; Social science","score_opus":0.02240834006763267,"score_gpt":0.316269970899747,"score_spread":0.29386163083211436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394855356","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0805338,0.51029783,0.015269547,0.3551619,0.023421947,0.0033761642,0.00003082596,0.00013076753,0.011777224],"genre_scores_gemma":[0.8879021,0.085831866,0.0006572127,0.012030312,0.008154546,0.00025077985,0.000092543014,0.0000929805,0.0049876925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984188,0.00001283466,0.00075774716,0.00017647342,0.00038025418,0.00025390688],"domain_scores_gemma":[0.99682975,0.00036658853,0.00045941948,0.00009476809,0.002232929,0.000016552596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018409742,0.00016988734,0.00030897438,0.00041261635,0.00020874958,0.0006281047,0.00062298815,0.00006556076,0.00006940375],"category_scores_gemma":[0.00067553454,0.00010024006,0.00009915088,0.0007075046,0.000050529114,0.0038778505,0.00042710255,0.00024908228,0.000010394673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007200645,0.000269197,0.0023649132,0.019010153,0.0004073487,0.0009037752,0.00010726691,0.0011330774,0.000036257254,0.5746373,0.08904726,0.31136337],"study_design_scores_gemma":[0.0010220453,0.0000071658606,0.0122346915,0.020789558,0.00010457923,0.00013760112,0.0002850178,0.0072770384,0.0000044439316,0.2648536,0.692996,0.0002882585],"about_ca_topic_score_codex":0.00009405362,"about_ca_topic_score_gemma":0.000021006585,"teacher_disagreement_score":0.8073683,"about_ca_system_score_codex":0.00009378323,"about_ca_system_score_gemma":0.0003003483,"threshold_uncertainty_score":0.60568285},"labels":[],"label_agreement":null},{"id":"W4396218091","doi":"10.1145/3653695","title":"How Platform Exchange and Safeguards Matter: The Case of Sexual Risk in Airbnb and Couchsurfing","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Hospitality; Sharing economy; Negotiation; Reciprocal; Business; Internet privacy; Sociology; Political science; World Wide Web; Computer science","score_opus":0.03945065788300597,"score_gpt":0.26537786294723614,"score_spread":0.22592720506423017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396218091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965029,0.000075534976,0.00001576428,0.0015269128,0.00044068,0.00019175964,0.0000032960568,0.000029824574,0.0012133641],"genre_scores_gemma":[0.99907345,0.0000107500555,0.00007274194,0.00023637006,0.00046806163,0.000009860879,0.0000016153105,0.000013952894,0.00011321106],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99935323,0.0000015493861,0.00021180882,0.00022856958,0.000080941216,0.00012389461],"domain_scores_gemma":[0.999448,0.00010202702,0.00023937634,0.00015011232,0.00005433084,0.0000061355954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041248594,0.00013366624,0.00015458619,0.00022071847,0.00014310071,0.00055000256,0.0002778164,0.00004955214,0.000023767381],"category_scores_gemma":[0.00005399408,0.0000830942,0.000035368645,0.00015703321,0.000053309457,0.0016749769,0.00049082615,0.00025942063,0.000004597604],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051882805,0.00027354414,0.22952664,0.011727101,0.00049936597,0.00006772922,0.012814219,0.00011211081,0.0043355306,0.05233002,0.039783478,0.64801145],"study_design_scores_gemma":[0.004512126,0.0007705793,0.4030378,0.007242508,0.0010048121,0.0022588554,0.02167544,0.30574596,0.009838627,0.15578212,0.085877635,0.002253553],"about_ca_topic_score_codex":0.0005947194,"about_ca_topic_score_gemma":0.00013727599,"teacher_disagreement_score":0.64575785,"about_ca_system_score_codex":0.000025152041,"about_ca_system_score_gemma":0.0000025464085,"threshold_uncertainty_score":0.53036875},"labels":[],"label_agreement":null},{"id":"W4396701619","doi":"10.1007/978-981-97-1891-7_7","title":"Yoho Bed: Scaling Up a Platform Business in the Hospitality Industry","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Hospitality; Business; Hospitality industry; Scaling; Marketing; Knowledge management; Computer science; Geography; Mathematics; Archaeology; Tourism; Geometry","score_opus":0.04131842327492357,"score_gpt":0.22767667491137975,"score_spread":0.18635825163645617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396701619","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01650478,0.0002884407,0.0000091907095,0.0009842045,0.0016508838,0.00043114144,0.000012494073,0.00020420783,0.97991467],"genre_scores_gemma":[0.30651307,0.000062561994,0.000024971774,0.0076077003,0.0066507948,0.000063249376,0.00046501873,0.00017316194,0.67843944],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826026,7.983764e-7,0.0005516324,0.0005331714,0.0002906438,0.00036348595],"domain_scores_gemma":[0.999087,0.00006690048,0.00023374987,0.0005058594,0.00009433153,0.000012197568],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00074267853,0.00046430813,0.00042990735,0.00044387553,0.00013878428,0.0010840562,0.0006568003,0.0009106064,0.0023332157],"category_scores_gemma":[0.000039017414,0.00031127475,0.00015746601,0.00025837295,0.00007045932,0.001228379,0.0003644555,0.0015470347,0.0019295043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016200749,0.000015999467,0.0016185947,0.000544377,0.000068822555,0.00007922237,0.000091682676,0.000016126454,1.03673855e-7,0.9756846,0.008885916,0.012978394],"study_design_scores_gemma":[0.00023937829,0.000002639552,0.0028746673,0.00065318646,0.00011284816,0.000009437932,0.00039891386,0.00036212054,8.328077e-7,0.3425546,0.65217495,0.0006164449],"about_ca_topic_score_codex":0.0011419085,"about_ca_topic_score_gemma":0.00045635804,"teacher_disagreement_score":0.643289,"about_ca_system_score_codex":0.000063663465,"about_ca_system_score_gemma":0.00004988699,"threshold_uncertainty_score":0.9999529},"labels":[],"label_agreement":null},{"id":"W4396827279","doi":"10.1016/j.telpol.2024.102793","title":"A decision model for OTT service users to adopt wireless D2D caching networks: Exploring the Korean case","year":2024,"lang":"en","type":"article","venue":"Telecommunications Policy","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute for Information and Communications Technology Promotion; Ministry of Science and ICT, South Korea; Information Technology Research Centre; Ministry of Education; Ministry of Science, ICT and Future Planning; National Research Foundation of Korea","keywords":"Computer science; Computer network; Service (business); Wireless; Wireless network; Business; Telecommunications; Marketing","score_opus":0.09056490392438749,"score_gpt":0.30653665402432423,"score_spread":0.21597175009993674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396827279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79685086,0.00030008974,0.17614982,0.019486684,0.00041388298,0.0010113576,0.000026509988,0.00062494667,0.0051358687],"genre_scores_gemma":[0.989646,0.000070141075,0.003026916,0.005547806,0.00095420267,0.00049365946,0.00006303303,0.00005286385,0.0001453733],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990282,0.0000075280914,0.00030680245,0.00023691042,0.000075640884,0.0003448892],"domain_scores_gemma":[0.9982785,0.0005062067,0.000070037815,0.0010211362,0.000095881805,0.000028243905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056415156,0.00017480904,0.00014693217,0.0003884832,0.0009459313,0.0007827396,0.000874671,0.000051535528,0.000014361243],"category_scores_gemma":[0.00008316111,0.00013953555,0.0000957672,0.0010952932,0.000020316116,0.0014236916,0.0005225361,0.00026795713,0.00014159635],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004020865,0.00006192509,0.00024973752,0.0001856365,0.000094095696,0.000010417982,0.0030475662,0.4546693,0.000014887308,0.1759924,0.0071806465,0.35845318],"study_design_scores_gemma":[0.00011517986,0.0000030421072,0.00009430105,0.00013156307,0.00004144906,0.000028036493,0.00050417846,0.95264614,0.0000034178477,0.0058468734,0.040400207,0.0001855951],"about_ca_topic_score_codex":0.006437784,"about_ca_topic_score_gemma":0.0064730053,"teacher_disagreement_score":0.49797684,"about_ca_system_score_codex":0.00009022059,"about_ca_system_score_gemma":0.00006175325,"threshold_uncertainty_score":0.9732047},"labels":[],"label_agreement":null},{"id":"W4396831911","doi":"10.1145/3613904.3641966","title":"Trust, Privacy, and Safety Factors Associated with Decision Making in P2P Markets Based on Social Networks: A Case Study of Facebook Marketplace in USA and Canada","year":2024,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Internet privacy; Social media; Business; Information privacy; Computer science; Peer-to-peer; World Wide Web","score_opus":0.022539104679084994,"score_gpt":0.23316478631197973,"score_spread":0.21062568163289475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396831911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958485,0.00001458699,0.00006655709,0.000037873517,0.00007659611,0.000532156,0.0000039237975,0.000017876164,0.0034019472],"genre_scores_gemma":[0.99970186,0.0000015414117,0.000012948478,0.0001383625,0.000033151176,0.000012463194,0.000005760891,0.000014758505,0.00007914561],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990656,0.000017709572,0.0002822516,0.0002840458,0.00014349683,0.00020690585],"domain_scores_gemma":[0.9991998,0.0005986982,0.00008975893,0.00008295966,0.000018350325,0.000010434512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063037453,0.00016719142,0.00024590484,0.00025774277,0.000098097385,0.00017476799,0.00007010913,0.00006658423,0.00023355908],"category_scores_gemma":[0.00008318287,0.00012798826,0.0000144926435,0.00030503082,0.00001763785,0.0003824679,0.00009014133,0.00017461316,4.6572447e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042303876,0.00007237951,0.98771554,0.00006963991,0.000028854827,0.0006058269,0.00019898602,0.0010303744,1.4446759e-7,0.000050626564,0.0004050186,0.009399576],"study_design_scores_gemma":[0.0013451983,0.0000193988,0.8152067,0.00034976014,0.000022208424,0.0000036849633,0.002016911,0.18049449,2.8287803e-7,0.00004271093,0.00032438172,0.00017426319],"about_ca_topic_score_codex":0.2039433,"about_ca_topic_score_gemma":0.9168314,"teacher_disagreement_score":0.71288806,"about_ca_system_score_codex":0.0001258564,"about_ca_system_score_gemma":0.00007808853,"threshold_uncertainty_score":0.80135775},"labels":[],"label_agreement":null},{"id":"W4396938034","doi":"10.3390/jrfm17050208","title":"Application of the New Importance–Performance Analysis Method to Explore the Strategies of Rural Outdoor Dining Experiences in Taiwan","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Geography","score_opus":0.017152783888213542,"score_gpt":0.2532303017051005,"score_spread":0.236077517816887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396938034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94209975,0.0004146679,0.056258842,0.00026330704,0.00019513829,0.00013891012,7.4779206e-7,0.0000045170173,0.0006241214],"genre_scores_gemma":[0.99873817,0.000122114,0.00081617216,0.0000640095,0.00022415392,0.000010917453,6.698893e-7,0.0000037428274,0.000020024117],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992398,0.000006288189,0.0004249857,0.0000811162,0.00014878028,0.000099051926],"domain_scores_gemma":[0.999463,0.000025838699,0.00035242215,0.00011650566,0.000034162917,0.000008043671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007285785,0.00008110622,0.00020444756,0.00030192442,0.000069739166,0.00011009425,0.00024496863,0.00002280002,0.000012873161],"category_scores_gemma":[0.000020404277,0.000044375505,0.00010720748,0.0009667956,0.00002730889,0.0006220591,0.00009855419,0.00010969889,0.0000010168686],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010363875,0.000030595937,0.34800857,0.00025702667,0.00013441664,0.00000352979,0.01176572,0.009584875,0.000025199039,0.03133401,0.00035382318,0.59839857],"study_design_scores_gemma":[0.00035881542,0.00004522482,0.8576028,0.0003197202,0.0005876858,0.0000017562464,0.08372359,0.013976775,0.0001010773,0.014970253,0.028148014,0.00016431819],"about_ca_topic_score_codex":0.00020638238,"about_ca_topic_score_gemma":0.00015294123,"teacher_disagreement_score":0.5982343,"about_ca_system_score_codex":0.000011964645,"about_ca_system_score_gemma":0.000021650309,"threshold_uncertainty_score":0.18095806},"labels":[],"label_agreement":null},{"id":"W4399641117","doi":"10.3390/jrfm17060247","title":"Digital-Platform-Based Ecosystems: CSR Innovations during Crises","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Famine; Business; Thematic analysis; Public relations; Refugee; Social media; Political science; Qualitative research; Sociology","score_opus":0.013156815055140556,"score_gpt":0.20416992104737597,"score_spread":0.19101310599223542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399641117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960631,0.0010427847,0.016470406,0.00025015106,0.0017694731,0.00020938879,0.000018815384,0.00009204134,0.019515954],"genre_scores_gemma":[0.99791336,0.00018105809,0.00015935594,0.00018862977,0.0012880093,0.0000051598718,0.000008162842,0.0000150738815,0.00024120996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990607,0.0000015210319,0.00045733294,0.00014490628,0.00015832028,0.00017720614],"domain_scores_gemma":[0.99951327,0.00003880805,0.0002489209,0.00010034479,0.00008352882,0.000015145661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034394863,0.00013852166,0.00019511061,0.0007013964,0.00019827619,0.00093378883,0.00014196654,0.00004670259,0.00005879384],"category_scores_gemma":[0.000068528585,0.00011162521,0.000101049125,0.00048185888,0.00002077995,0.0021043576,0.00008198301,0.00019105112,0.0000739634],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002548032,0.0001768925,0.08457516,0.0032722703,0.00017347328,0.0006552948,0.00016697959,0.0009629744,0.000013711667,0.17210466,0.013976011,0.7236678],"study_design_scores_gemma":[0.0007796407,0.000025913605,0.052792907,0.0006178739,0.0001537831,0.000019706404,0.00022182714,0.0022004945,0.000018738681,0.017819762,0.92508554,0.00026379802],"about_ca_topic_score_codex":0.000025022462,"about_ca_topic_score_gemma":0.000024609008,"teacher_disagreement_score":0.91110957,"about_ca_system_score_codex":0.000033646564,"about_ca_system_score_gemma":0.000021948676,"threshold_uncertainty_score":0.90045476},"labels":[],"label_agreement":null},{"id":"W4400411931","doi":"10.1007/978-3-031-54650-1_9","title":"Survey Research","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Psychology","score_opus":0.2028574065692339,"score_gpt":0.3111331690255652,"score_spread":0.1082757624563313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400411931","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005578459,0.00036916364,0.0000035538417,0.00022745694,0.0008632448,0.00015608458,0.000011989688,0.00019661264,0.99811614],"genre_scores_gemma":[0.0058136685,0.000032918866,0.0000054748402,0.0005091639,0.0025538618,0.0000054016205,0.00027879947,0.00006845562,0.99073225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989032,9.591529e-7,0.00020759235,0.00037781303,0.00024989128,0.00026053426],"domain_scores_gemma":[0.99931705,0.00013118329,0.000051740793,0.0003141605,0.0001769911,0.000008893937],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001553033,0.00019406223,0.0002048961,0.00058359676,0.00011267008,0.00075680466,0.00031224533,0.00025263065,0.01827361],"category_scores_gemma":[0.00004682281,0.00015709283,0.00009203107,0.000080007594,0.000054668788,0.000409575,0.00042152367,0.0006568235,0.08824843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050786293,0.0000021146732,0.00020733975,0.00014088405,0.000033234566,0.000018088444,0.0000015871309,4.137457e-7,7.71394e-8,0.8048707,0.19152017,0.0032002642],"study_design_scores_gemma":[0.000027636175,0.0000017129,0.00028147886,0.00008394431,0.0000100768975,4.4008397e-7,0.000002364314,0.000121552584,2.542674e-7,0.31323162,0.6860842,0.00015471208],"about_ca_topic_score_codex":0.0013786418,"about_ca_topic_score_gemma":0.001950463,"teacher_disagreement_score":0.49456403,"about_ca_system_score_codex":0.000032121956,"about_ca_system_score_gemma":0.00002585718,"threshold_uncertainty_score":0.9826238},"labels":[],"label_agreement":null},{"id":"W4400542030","doi":"10.53555/sfs.v10i2.2723","title":"Gen Z’s Digital Payments: Disruptive Or Useful For Online Shopping In Security Aspect","year":2023,"lang":"en","type":"article","venue":"Journal of Survey in Fisheries Sciences","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Payment; Business; Computer security; Computer science; Internet privacy; Finance","score_opus":0.26719150016926035,"score_gpt":0.3041874410383307,"score_spread":0.03699594086907032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400542030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977168,0.000024089057,0.000021745473,0.0005623504,0.0005628622,0.000117529926,0.00003198578,0.00001553805,0.00094712287],"genre_scores_gemma":[0.9992416,0.00003204983,0.000076222015,0.00020302151,0.0003245203,0.000003656067,0.000024190855,0.0000066318903,0.00008809197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886197,0.000010517698,0.00047550705,0.00016254197,0.00020852573,0.00028091046],"domain_scores_gemma":[0.9990531,0.00044740524,0.0003250301,0.000060804974,0.00010054731,0.000013066509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027122595,0.00010646444,0.0002454402,0.0004691543,0.00011087259,0.000787005,0.0003827962,0.00004066758,0.00008062372],"category_scores_gemma":[0.0013045621,0.00007400576,0.000059509526,0.0012832796,0.00012248552,0.0057718493,0.000112201604,0.00013568303,0.000009654206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001327447,0.000052003314,0.9958198,0.00003228775,0.000009072318,0.000027789032,0.00017546004,0.00016620145,0.000001414656,0.000074682735,0.0010469232,0.0024616153],"study_design_scores_gemma":[0.0004959166,0.00006291792,0.98266834,0.00010915309,0.0000035005935,0.0000053850863,0.001954809,0.0014610662,0.0000028054033,0.0048461836,0.008250709,0.00013919997],"about_ca_topic_score_codex":0.00045859758,"about_ca_topic_score_gemma":0.008855118,"teacher_disagreement_score":0.013151452,"about_ca_system_score_codex":0.000046682413,"about_ca_system_score_gemma":0.00007502911,"threshold_uncertainty_score":0.7589107},"labels":[],"label_agreement":null},{"id":"W4400582482","doi":"10.2139/ssrn.4891482","title":"The Challenges of Deploying an Algorithmic Pricing Tool: Evidence from Airbnb","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Computer science; Economics; Industrial organization","score_opus":0.03547976161222441,"score_gpt":0.25206153643533474,"score_spread":0.21658177482311033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400582482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87630224,0.11544696,0.0015546207,0.002344901,0.0026615513,0.00033290626,0.0000037433183,0.00017042592,0.0011826208],"genre_scores_gemma":[0.96506774,0.02911371,0.00013614724,0.000084255975,0.0053961123,0.000018102455,0.00000770083,0.00006641389,0.00010981877],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971127,0.000021435779,0.00061337155,0.0004670043,0.00032386693,0.0014616553],"domain_scores_gemma":[0.99844295,0.00022402748,0.00068697607,0.0004881151,0.0001420523,0.000015893222],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0036771526,0.00032979468,0.00037405605,0.00023678903,0.00038019242,0.000885768,0.0011072964,0.00021248106,0.000024289844],"category_scores_gemma":[0.00019460414,0.00023330674,0.0002483685,0.00014139866,0.00004907998,0.0009848615,0.0009028057,0.004384242,0.0000900043],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013041579,0.000058416055,0.0042654704,0.0006127886,0.0011099405,0.000021185095,0.0005505728,0.0010627379,0.0000893522,0.3833625,0.00014269093,0.60859394],"study_design_scores_gemma":[0.00015262117,0.000030137215,0.0018474282,0.0014212298,0.0002270544,0.000030404464,0.0017458843,0.009673617,0.000023483828,0.9832852,0.0012165107,0.00034641422],"about_ca_topic_score_codex":0.0018493981,"about_ca_topic_score_gemma":0.003932232,"teacher_disagreement_score":0.6082475,"about_ca_system_score_codex":0.00039926515,"about_ca_system_score_gemma":0.0009813831,"threshold_uncertainty_score":0.9979127},"labels":[],"label_agreement":null},{"id":"W4400944462","doi":"10.1080/17535069.2024.2382248","title":"The motivations and practices of commercial short-term rental operators in the short-term/long-term “regulatory gap”","year":2024,"lang":"en","type":"article","venue":"Urban Research & Practice","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Term (time); Renting; Business; Political science; Law; Physics","score_opus":0.12622408407170507,"score_gpt":0.39027275412387014,"score_spread":0.26404867005216504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400944462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720568,0.001594301,0.000007991627,0.0054344134,0.00031719665,0.00064559566,0.0000063172242,0.000044187185,0.019893162],"genre_scores_gemma":[0.99790347,0.0003204023,0.000017304388,0.00032381812,0.0010044666,0.00008536219,0.000039801846,0.00002656701,0.00027883577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979323,0.00017563024,0.00040704684,0.0003807395,0.0006480547,0.0004562102],"domain_scores_gemma":[0.99537605,0.003732034,0.00015218122,0.0004961886,0.00021660516,0.00002692501],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0060958387,0.00017479845,0.0001692848,0.00035132593,0.0007816612,0.002290608,0.00067552377,0.0000977125,0.00011191465],"category_scores_gemma":[0.0022981158,0.00011105006,0.0000623356,0.0007907397,0.00033711182,0.0052104415,0.00041514452,0.0010248,0.00007029739],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021364061,0.00023709028,0.929971,0.00032070087,0.00013118544,0.00014285826,0.001128668,0.0000036574054,0.0002402132,0.037280947,0.011327229,0.019002814],"study_design_scores_gemma":[0.00019138146,0.000039299466,0.9096952,0.0002063746,0.00008107257,0.00003811515,0.0023262554,0.0007239116,0.000061466606,0.00046225864,0.085972615,0.00020204853],"about_ca_topic_score_codex":0.0005518173,"about_ca_topic_score_gemma":0.00093237706,"teacher_disagreement_score":0.074645385,"about_ca_system_score_codex":0.00006032185,"about_ca_system_score_gemma":0.00011535841,"threshold_uncertainty_score":0.9987451},"labels":[],"label_agreement":null},{"id":"W4400963317","doi":"10.1177/00420980241258297","title":"Access to the exclusive city: Home sharing as an affordable housing strategy","year":2024,"lang":"en","type":"article","venue":"Urban Studies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Renting; Mainstream; Affordable housing; Business; Sharing economy; Rental housing; Unit (ring theory); Seekers; Marketing; Economic growth; Economics; Political science; Psychology","score_opus":0.10886693350780607,"score_gpt":0.3244555972810685,"score_spread":0.2155886637732624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400963317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9558557,0.003465091,0.0001052915,0.0018752742,0.0014024344,0.0003352404,0.0000036758402,0.00041304852,0.036544245],"genre_scores_gemma":[0.99269104,0.000051540403,0.000019795825,0.0025708152,0.002500865,0.000049237646,0.000009788888,0.000029836607,0.002077105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989313,0.0000024617377,0.00019477733,0.00039744962,0.00013309854,0.00034091054],"domain_scores_gemma":[0.99952745,0.00006335338,0.000055213688,0.00027845832,0.00005965489,0.000015868518],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00030753706,0.00019622361,0.00021252331,0.0002041277,0.0005022377,0.0024585295,0.0005142968,0.00003830169,0.0001912872],"category_scores_gemma":[0.00004720788,0.00013078073,0.000062494655,0.0005091292,0.000040672378,0.002965781,0.0008802261,0.00015582198,0.00051884097],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019443467,0.00016830527,0.2915955,0.002160811,0.001957138,0.0003880228,0.011236024,0.0054891137,0.00007745112,0.34844035,0.20363061,0.13466226],"study_design_scores_gemma":[0.00042314836,0.000074897216,0.028330296,0.0007696606,0.00031337212,0.000011411282,0.011989368,0.011433755,0.00013545297,0.18283357,0.76247734,0.0012076986],"about_ca_topic_score_codex":0.0003406257,"about_ca_topic_score_gemma":0.0005249698,"teacher_disagreement_score":0.5588468,"about_ca_system_score_codex":0.000035760022,"about_ca_system_score_gemma":0.000016021811,"threshold_uncertainty_score":0.998577},"labels":[],"label_agreement":null},{"id":"W4401022285","doi":"10.1016/j.jneb.2024.05.069","title":"Examining the Association Between an Increase in the WIC Fruit and Vegetable Benefit and WIC Participant Food Purchases","year":2024,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Environmental health; Food science; Medicine; Psychology; Biology","score_opus":0.07265583536399006,"score_gpt":0.2878445876534671,"score_spread":0.21518875228947704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401022285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961474,0.0018986032,0.000003556471,0.0015052975,0.00021272611,0.00015369132,0.0000034153088,0.000007455529,0.000067867244],"genre_scores_gemma":[0.9983856,0.00015417927,0.000029136487,0.0003603312,0.0009818119,0.000042884367,0.000014750668,0.0000052722817,0.000026006537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994764,0.000013473168,0.0002276146,0.00008666363,0.0001029275,0.00009297542],"domain_scores_gemma":[0.9995773,0.00013853985,0.00015908881,0.000051079085,0.00005747194,0.000016559437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008321488,0.000066151,0.00010256918,0.00016492688,0.00013693831,0.0006090893,0.000059905844,0.000041308005,0.000022951152],"category_scores_gemma":[0.00005456382,0.000041622035,0.000017849012,0.00014511951,0.000019028419,0.0012951933,0.000016013075,0.00015179666,0.0000017472432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010401731,0.0007266022,0.9411899,0.00018410312,0.000027859593,0.0000035684286,0.001155178,0.0000011028034,0.00011682099,0.0020340572,0.00034246745,0.05420793],"study_design_scores_gemma":[0.0003115459,0.00006426997,0.9820413,0.0002051363,0.00032756597,0.000032931563,0.0042165187,0.00006736716,0.000017878678,0.0034004424,0.009243361,0.00007166959],"about_ca_topic_score_codex":0.000093712275,"about_ca_topic_score_gemma":0.00008371861,"teacher_disagreement_score":0.054136258,"about_ca_system_score_codex":0.000022367329,"about_ca_system_score_gemma":0.000024380412,"threshold_uncertainty_score":0.5873462},"labels":[],"label_agreement":null},{"id":"W4401163946","doi":"10.59876/a-nnmz-sh49","title":"Une approche par l’objet-frontière de la production collective de l’innovation sociale. L’exemple de la plateforme touristique Les Oiseaux De Passage.","year":2024,"lang":"en","type":"article","venue":"Management international","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Articulation (sociology); Object (grammar); Boundary (topology); Humanities; Hospitality; Boundary object; Tourism; Political science; Social science; Computer science; Politics","score_opus":0.012061755384944632,"score_gpt":0.24966476091377954,"score_spread":0.2376030055288349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401163946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47839087,0.000047332236,0.063064784,0.0050291303,0.00087317685,0.00049098645,0.000015925807,0.000463463,0.45162433],"genre_scores_gemma":[0.98363376,0.0000444777,0.0028486995,0.0006571676,0.001874828,0.00020915903,0.00021901238,0.00003662458,0.010476276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989096,0.000020965714,0.00025508847,0.00031763886,0.00019339274,0.00030329567],"domain_scores_gemma":[0.9995627,0.000087532804,0.00012690114,0.00011166635,0.00009807889,0.000013158502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014449192,0.00017251376,0.000116559604,0.0004632781,0.0002575031,0.00087471836,0.00028066867,0.00013437835,0.00021592116],"category_scores_gemma":[0.00016596675,0.00017688707,0.00007098006,0.0005605548,0.00006914687,0.00087194814,0.00014922269,0.00026520903,0.00006137973],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017677633,0.0002828749,0.08188603,0.0007832076,0.00082607777,0.00015315665,0.0013968544,0.003397357,0.00046579348,0.55744046,0.30191758,0.05127381],"study_design_scores_gemma":[0.00055288366,0.000010519966,0.11024958,0.00021589495,0.00012444353,0.000025934778,0.0012084845,0.030477377,0.0005570774,0.34011018,0.5160873,0.00038034312],"about_ca_topic_score_codex":0.0008821583,"about_ca_topic_score_gemma":0.00009667746,"teacher_disagreement_score":0.5052429,"about_ca_system_score_codex":0.00071226683,"about_ca_system_score_gemma":0.00009733262,"threshold_uncertainty_score":0.8434929},"labels":[],"label_agreement":null},{"id":"W4401167541","doi":"10.59876/a-c19d-s9yr","title":"A Critical Stakeholder Perspective for Examining Sustainability of Peer-to-Peer Rental Platforms: An Illustration in the French Context","year":2024,"lang":"en","type":"article","venue":"Management international","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sharing economy; Sustainability; Renting; Stakeholder; Perspective (graphical); Context (archaeology); Business; Phenomenon; Public relations; Marketing; Political science; Law; Geography","score_opus":0.0786885643852807,"score_gpt":0.3144013932419085,"score_spread":0.2357128288566278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401167541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84624445,0.0000312356,0.022164416,0.014755158,0.0017208558,0.0016017773,0.00006783256,0.00011650847,0.11329778],"genre_scores_gemma":[0.9967639,5.031692e-7,0.00028728106,0.000849644,0.00048586226,0.00016732591,0.00016499455,0.000011419205,0.0012690736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99881244,0.0000034540558,0.0002830459,0.0003132659,0.0004007266,0.00018709143],"domain_scores_gemma":[0.9991385,0.00014168253,0.000046631485,0.00015241322,0.000511582,0.000009246017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011762652,0.000119831886,0.00010564221,0.0003672669,0.0000718934,0.00054151047,0.0003572038,0.000039668677,0.00025494935],"category_scores_gemma":[0.0003977789,0.0000943888,0.000054880795,0.00022223972,0.000044048953,0.0016429978,0.00010533727,0.000113565635,0.000023347824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059713806,0.00014628966,0.0069041266,0.00022060802,0.00006308751,0.00001455375,0.0017271865,0.00027351134,0.000002312947,0.97255635,0.0065796524,0.011452602],"study_design_scores_gemma":[0.0013701487,0.00016114935,0.14677294,0.00027861216,0.00012033354,0.0000060983757,0.1737582,0.06598306,0.000025053969,0.4294779,0.18150526,0.000541256],"about_ca_topic_score_codex":0.0005551829,"about_ca_topic_score_gemma":0.0006606554,"teacher_disagreement_score":0.5430784,"about_ca_system_score_codex":0.00018554926,"about_ca_system_score_gemma":0.000018704117,"threshold_uncertainty_score":0.52217984},"labels":[],"label_agreement":null},{"id":"W4401465660","doi":"10.1108/tr-03-2024-0229","title":"Hotel room pricing and economic benefit for local economies: evidence from Canada","year":2024,"lang":"en","type":"article","venue":"Tourism Review","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Economics; Business; Economy; Economic geography","score_opus":0.024098839064028967,"score_gpt":0.2310602768658769,"score_spread":0.20696143780184795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401465660","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3086843,0.67257065,0.002099545,0.008363381,0.0023647654,0.001359507,0.00007307213,0.00020990256,0.0042748777],"genre_scores_gemma":[0.9027608,0.07380879,0.0005733732,0.015515367,0.005551977,0.00023072162,0.00014264778,0.00009173242,0.0013246177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999095,0.000001559238,0.00032126618,0.00033933925,0.000040098817,0.0002027277],"domain_scores_gemma":[0.9994269,0.00025238306,0.00009867956,0.00018729267,0.00001559794,0.000019126579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030866388,0.00016111112,0.00032235007,0.00004776862,0.00009006294,0.00030121888,0.00017153207,0.00004048763,0.00062139326],"category_scores_gemma":[0.000043494852,0.00014071992,0.00007238431,0.00005297494,0.000013799415,0.0010883211,0.00008851431,0.00009113695,0.0001960091],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022620306,0.000008884413,0.0059151356,0.021699075,0.00020615732,0.000045940582,0.000038437294,0.00048018957,0.0000029642215,0.008194225,0.28764907,0.6757373],"study_design_scores_gemma":[0.00012067578,0.00000538275,0.0030679668,0.009143907,0.00018479484,0.0000035638288,0.000020434738,0.020872502,0.0000101249225,0.007147097,0.9590905,0.0003330936],"about_ca_topic_score_codex":0.4163281,"about_ca_topic_score_gemma":0.21554905,"teacher_disagreement_score":0.6754042,"about_ca_system_score_codex":0.00012261728,"about_ca_system_score_gemma":0.00011270741,"threshold_uncertainty_score":0.7987651},"labels":[],"label_agreement":null},{"id":"W4401488536","doi":"","title":"Implication durable à l’égard du shopping et attitudes à l’égard de l’achat en ligne : un modèle exploratoire","year":2008,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.02524166846789762,"score_gpt":0.2108506580491342,"score_spread":0.18560898958123656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401488536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.725743,0.008024171,0.06793933,0.08877879,0.0006741609,0.0007412056,0.00003472368,0.00059384893,0.107470766],"genre_scores_gemma":[0.97287303,0.0043707485,0.008037346,0.0013314444,0.00022467902,0.00009844144,0.0003704073,0.000077028686,0.012616843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99694175,0.0007310189,0.0006134048,0.00071740086,0.00030486166,0.00069158355],"domain_scores_gemma":[0.99589527,0.000864257,0.00052278145,0.0012499563,0.0013179871,0.00014978129],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005341415,0.0004012424,0.00039668853,0.00026496666,0.0013336893,0.00085421983,0.0009876882,0.00029441572,0.0011070144],"category_scores_gemma":[0.0017869736,0.00045883365,0.00021965291,0.00069294556,0.00023920958,0.0026134013,0.00065188913,0.00046517502,0.00057990587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005752233,0.001777181,0.3785395,0.0010150201,0.00032752752,0.000058656915,0.0157568,0.0008235496,0.004998506,0.468209,0.0135613065,0.11487542],"study_design_scores_gemma":[0.0031242224,0.000002008171,0.21903595,0.0062462273,0.00030473704,0.00025945454,0.0015816852,0.1008244,0.03909702,0.016034184,0.611068,0.0024220962],"about_ca_topic_score_codex":0.0022249178,"about_ca_topic_score_gemma":0.0017221881,"teacher_disagreement_score":0.5975067,"about_ca_system_score_codex":0.00019563505,"about_ca_system_score_gemma":0.0002403057,"threshold_uncertainty_score":0.99996644},"labels":[],"label_agreement":null},{"id":"W4401534654","doi":"10.2139/ssrn.4910881","title":"The Cost Of The \"Cold-Start\" Problem On Airbnb","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Computer science","score_opus":0.013235193884747696,"score_gpt":0.21392344639930194,"score_spread":0.20068825251455424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401534654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64449334,0.01995861,0.0007580507,0.04569805,0.019849468,0.004752183,0.000043557866,0.00042132213,0.26402542],"genre_scores_gemma":[0.9893503,0.0011663017,0.000009174918,0.0005902431,0.003027015,0.00004250665,0.0000070404594,0.000050729956,0.005756643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976138,0.000013294387,0.00045370142,0.00026671222,0.0003052484,0.0013472667],"domain_scores_gemma":[0.9987588,0.00007562795,0.000597651,0.00045218953,0.00010530132,0.000010463003],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024380432,0.00026572344,0.00024019074,0.00013948194,0.00050072826,0.00070036465,0.001108409,0.00016349203,0.000046206977],"category_scores_gemma":[0.00006329695,0.00013755502,0.00035330065,0.00021091469,0.00006997764,0.00017592771,0.0008702507,0.005334932,0.00023290142],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055432327,0.0000352042,0.001071455,0.00017919128,0.00035163807,0.0000019846523,0.000031172283,0.0011562121,0.000011555748,0.96915936,0.004481303,0.02346546],"study_design_scores_gemma":[0.00017841868,0.000017902837,0.0003176116,0.00035125582,0.00011471212,0.000020640826,0.00020989799,0.000628259,0.000029256984,0.8477736,0.15017866,0.00017975522],"about_ca_topic_score_codex":0.000226345,"about_ca_topic_score_gemma":0.001842231,"teacher_disagreement_score":0.344857,"about_ca_system_score_codex":0.0004402129,"about_ca_system_score_gemma":0.0011810539,"threshold_uncertainty_score":0.9969598},"labels":[],"label_agreement":null},{"id":"W4401627458","doi":"10.1002/smj.3659","title":"When Uber Eats its own business, and its competitors' too: Resource exclusivity and oscillation following platform diversification","year":2024,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Colorado Boulder; University of California, Irvine; Peking University; York University","keywords":"Diversification (marketing strategy); Competitor analysis; Business; Resource (disambiguation); Marketing; Industrial organization; Computer science","score_opus":0.03784376613193151,"score_gpt":0.23156051334117814,"score_spread":0.19371674720924664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401627458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76883346,0.0014723738,0.00018152418,0.0014469005,0.0012498576,0.00033343802,0.0000033027839,0.00014831695,0.22633085],"genre_scores_gemma":[0.99654806,0.00028638908,0.000106292035,0.00026933433,0.0012472098,0.0000059247795,0.000036345045,0.000020927806,0.0014795219],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99874353,0.000007261773,0.00031420178,0.00035719926,0.00028251446,0.00029528677],"domain_scores_gemma":[0.9995677,0.000038142593,0.00016254741,0.00012243268,0.00007130808,0.0000378824],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007202745,0.00022571714,0.00018775932,0.00038989628,0.00059782487,0.002214187,0.0001729427,0.00008047757,0.0003194268],"category_scores_gemma":[0.000014235734,0.00019568126,0.00006633272,0.00032732746,0.000023790537,0.0026756579,0.00023861608,0.00024294612,0.000111250214],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013411367,0.000081835955,0.015112564,0.002885788,0.0006533809,0.00052280875,0.00049239304,0.00023500799,0.00021374259,0.9527422,0.005794617,0.021131558],"study_design_scores_gemma":[0.002806383,0.0000528672,0.06423751,0.0018008358,0.0009782282,0.00019038467,0.004608383,0.088867426,0.000025650223,0.46631426,0.36850744,0.0016106187],"about_ca_topic_score_codex":0.00003285379,"about_ca_topic_score_gemma":0.000019277853,"teacher_disagreement_score":0.48642793,"about_ca_system_score_codex":0.00005322714,"about_ca_system_score_gemma":0.000015386739,"threshold_uncertainty_score":0.9988216},"labels":[],"label_agreement":null},{"id":"W4401736017","doi":"10.1515/9783110981551-202","title":"Foreword","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Cryptocurrency; Currency; Speculation; Monetary economics; Commerce; Volatility (finance); Price discovery; Value (mathematics); Business; Economics; Financial economics; Finance; Computer security; Computer science","score_opus":0.026840453331229763,"score_gpt":0.19468114897391253,"score_spread":0.16784069564268278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401736017","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018526438,0.00022513844,0.000021694845,0.00033441244,0.0011074871,0.0001100024,0.000007038713,0.00034636198,0.9978293],"genre_scores_gemma":[0.0015617762,0.000013376927,0.000028468596,0.002311189,0.0034797934,0.0000043555824,0.000093375034,0.000060075996,0.9924476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934506,3.9591754e-8,0.00017284254,0.00025754736,0.00008380712,0.00014070436],"domain_scores_gemma":[0.99968225,0.000011992959,0.00007404981,0.0002001683,0.000026099236,0.0000054282746],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000074847856,0.00021213974,0.0001817055,0.00022728155,0.00004463937,0.00026532565,0.00017087227,0.000194144,0.020757092],"category_scores_gemma":[0.000003681525,0.00016810343,0.00014505004,0.000020641039,0.000018451428,0.00043252547,0.00017623161,0.00023484656,0.078341864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024773399,0.0000011103214,0.00001548319,0.00016172552,0.00003771876,0.000016483116,0.0000011185483,6.741306e-7,6.472704e-8,0.8983049,0.095079355,0.0063789375],"study_design_scores_gemma":[0.000024511235,8.45298e-7,0.0000052934192,0.00007423785,0.000037531336,9.78056e-7,0.0000013262417,0.00024575382,2.6199788e-7,0.42630753,0.57315546,0.00014624337],"about_ca_topic_score_codex":0.000054989727,"about_ca_topic_score_gemma":0.000102454374,"teacher_disagreement_score":0.47807613,"about_ca_system_score_codex":0.000015510372,"about_ca_system_score_gemma":0.000007933966,"threshold_uncertainty_score":0.98013806},"labels":[],"label_agreement":null},{"id":"W4401907117","doi":"10.3390/encyclopedia4030082","title":"The Prosumer","year":2024,"lang":"en","type":"article","venue":"Encyclopedia","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Mitacs","keywords":"Prosumer; Sustainability; Business; Leverage (statistics); Marketing; Renewable energy; Industrial organization; Economics; Engineering; Computer science","score_opus":0.009716452001804448,"score_gpt":0.20541358823960848,"score_spread":0.19569713623780402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401907117","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09761406,0.0013554961,0.000065217006,0.0019196555,0.003122433,0.00013357351,8.0530725e-7,0.00033209202,0.8954567],"genre_scores_gemma":[0.9573035,0.00021620194,0.000038702747,0.0011670457,0.005068248,0.000050459184,0.00001340445,0.000026658534,0.03611578],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995718,7.272433e-7,0.00009308628,0.00012082299,0.00006270676,0.00015086007],"domain_scores_gemma":[0.99979126,0.000054240067,0.000017229851,0.00012103989,0.000012118042,0.000004077909],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019804854,0.000065094464,0.000041640356,0.000041107367,0.0001721912,0.0006094424,0.00014475688,0.000024827461,0.00039413467],"category_scores_gemma":[0.000037441983,0.000037838567,0.000037438876,0.00015843773,0.00002057908,0.00070486753,0.0000572443,0.00009493042,0.0053875274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008859571,0.0000112495945,0.028060712,0.00011884635,0.0000355764,0.000026592998,0.0000884598,0.0000069123885,0.000007014018,0.364673,0.28945643,0.31750637],"study_design_scores_gemma":[0.000026572896,8.7138375e-7,0.0066447267,0.000013776017,0.000008509551,9.886377e-7,0.000022427603,0.00091466575,0.0000025993122,0.01762172,0.9746741,0.00006906121],"about_ca_topic_score_codex":0.000052648775,"about_ca_topic_score_gemma":0.00004368453,"teacher_disagreement_score":0.8596894,"about_ca_system_score_codex":0.000006558299,"about_ca_system_score_gemma":0.000011338035,"threshold_uncertainty_score":0.9953869},"labels":[],"label_agreement":null},{"id":"W4401988647","doi":"10.59403/3934q24","title":"Non-Residents Doing Business in Canada: GST Overview and Specific Rules","year":2024,"lang":"en","type":"article","venue":"International VAT Monitor","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.023146751297232978,"score_gpt":0.2314135850576996,"score_spread":0.20826683376046662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401988647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846328,0.0011125257,0.000022419601,0.00092462986,0.003560529,0.000077319004,0.000015931826,0.000031205615,0.009622661],"genre_scores_gemma":[0.99730545,0.00016690546,0.000053968044,0.00031892504,0.0017330401,0.000009470667,0.000058677986,0.000013515757,0.0003400263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932563,8.659615e-7,0.00018594028,0.0001941736,0.00016450885,0.00012886757],"domain_scores_gemma":[0.9997865,0.00003974088,0.000039890663,0.00006760247,0.000057809135,0.000008486545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009478407,0.00010146041,0.000099679826,0.00019792786,0.000040006784,0.0005663743,0.0001718234,0.000025551262,0.0003200279],"category_scores_gemma":[0.000013480638,0.000093669034,0.000017625132,0.0001760338,0.000010004635,0.0010227971,0.00011337039,0.00009335922,0.00019546715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048987793,0.00005639291,0.86825514,0.00074132177,0.0001299403,0.0005199712,0.00007455926,0.00032421737,0.00026866453,0.023922805,0.03996338,0.065694615],"study_design_scores_gemma":[0.00014588588,6.189601e-7,0.75368744,0.0003824181,0.0000045988377,0.000004253325,0.000038098955,0.0034889271,0.000016052567,0.0012329132,0.2408768,0.000122006335],"about_ca_topic_score_codex":0.5316966,"about_ca_topic_score_gemma":0.21404573,"teacher_disagreement_score":0.31765085,"about_ca_system_score_codex":0.00016515699,"about_ca_system_score_gemma":0.000071088194,"threshold_uncertainty_score":0.8002959},"labels":[],"label_agreement":null},{"id":"W4402206954","doi":"10.32920/26866588","title":"The Influence of Instagram Branding on Arab Fashion Designers' Careers in the Middle East: A Framework to Examine the Effect &amp; Efficiency of Branding Strategies on Their Career Growth","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Middle East; Marketing; Business; Advertising; Sociology; Political science","score_opus":0.04925638806023418,"score_gpt":0.2443983463768662,"score_spread":0.195141958316632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402206954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815069,0.00012512802,0.00077482435,0.0005343221,0.00057551183,0.0015095124,0.000008472332,0.00007339163,0.0148919495],"genre_scores_gemma":[0.9989258,0.000019993266,0.000023903069,0.0005026953,0.00026830524,0.00015857555,0.00001847984,0.000034498993,0.00004774907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99785864,0.00007586973,0.00061094755,0.0005400804,0.00047707633,0.0004373958],"domain_scores_gemma":[0.99640083,0.0022786965,0.00037227606,0.0008320394,0.00010086379,0.000015280622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026844896,0.0004803511,0.00050095486,0.0004718253,0.00031326513,0.0009854542,0.001490414,0.00026793912,0.00001785733],"category_scores_gemma":[0.0006714414,0.00021197862,0.00024892756,0.0009203814,0.0001571924,0.0002789573,0.00067492767,0.0012249729,0.00004392329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013882613,0.00022206787,0.037135746,0.0062448233,0.00046917814,0.000017427425,0.027496407,0.3588455,0.0006943708,0.55701894,0.0004583059,0.010008949],"study_design_scores_gemma":[0.00572037,0.0024057725,0.35636398,0.060052842,0.0016162345,0.00002144438,0.16496868,0.025403177,0.0043831007,0.36791003,0.0044189654,0.006735424],"about_ca_topic_score_codex":0.0013054716,"about_ca_topic_score_gemma":0.00095444516,"teacher_disagreement_score":0.33344233,"about_ca_system_score_codex":0.000073231524,"about_ca_system_score_gemma":0.000059999034,"threshold_uncertainty_score":0.9502757},"labels":[],"label_agreement":null},{"id":"W4402309923","doi":"10.1522/revueot.v33n2.1808","title":"L’économie de la proximité : regard critique sur une théorie limitée","year":2024,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy","score_opus":0.013719530497632762,"score_gpt":0.22644867127910237,"score_spread":0.2127291407814696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402309923","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31834304,0.02816935,0.0028829,0.45411947,0.0078693675,0.001386578,0.00020138599,0.0018729467,0.18515493],"genre_scores_gemma":[0.90481365,0.0006634493,0.0014940725,0.0017248848,0.0072652646,0.000098674784,0.00017094752,0.00015546204,0.08361358],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819916,0.000037160262,0.00053227163,0.0005771829,0.000103932725,0.00055028044],"domain_scores_gemma":[0.9986685,0.00056478375,0.0001360591,0.0004652961,0.00011107597,0.000054266493],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006236479,0.00037095213,0.00034713876,0.00035174694,0.00042203974,0.002491013,0.00039237566,0.00039626233,0.0015939262],"category_scores_gemma":[0.00044858913,0.00041357972,0.00020707808,0.0006405587,0.00020751191,0.0028539107,0.00018382713,0.0005579763,0.0012296312],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023070867,0.000328187,0.055954266,0.0054876837,0.00037002776,0.0004341923,0.0018896657,0.000225629,0.00034264455,0.5407368,0.24389613,0.1503117],"study_design_scores_gemma":[0.00021347089,0.000015971855,0.006018236,0.0014247088,0.0002338376,0.00011001444,0.00018937136,0.005955337,0.00031324144,0.116687775,0.86837775,0.00046028456],"about_ca_topic_score_codex":0.013618354,"about_ca_topic_score_gemma":0.00216668,"teacher_disagreement_score":0.6244816,"about_ca_system_score_codex":0.0007938503,"about_ca_system_score_gemma":0.0007420581,"threshold_uncertainty_score":0.9998316},"labels":[],"label_agreement":null},{"id":"W4402597304","doi":"10.3390/jrfm17090414","title":"Maximizing Profitability and Occupancy: An Optimal Pricing Strategy for Airbnb Hosts Using Regression Techniques and Natural Language Processing","year":2024,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Profitability index; Revenue; Pricing strategies; Machine learning; Artificial intelligence; Marketing; Business","score_opus":0.01711612579881371,"score_gpt":0.27170602300158986,"score_spread":0.25458989720277614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402597304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98250663,0.008006676,0.008653827,0.000032140462,0.00022373941,0.00031844352,0.0000032154073,0.00004807298,0.00020728141],"genre_scores_gemma":[0.98940843,0.0003140395,0.009396902,0.000047414094,0.0007953129,0.000005516083,0.000003118746,0.0000153581,0.000013891933],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991634,0.000006001101,0.00030933495,0.00023021451,0.00010250501,0.00018857991],"domain_scores_gemma":[0.9995676,0.000029258897,0.00024103235,0.000068029345,0.00007321727,0.000020809504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007403747,0.0001584634,0.00022482993,0.00028215436,0.0002678049,0.0006057498,0.00007628232,0.000060636838,0.0000029582159],"category_scores_gemma":[0.00004631268,0.00011719426,0.0000446917,0.00014669778,0.000041663974,0.0019697114,0.00011427302,0.00020934279,1.9231496e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022262573,0.000021791398,0.007305094,0.0013578777,0.0000134132415,0.00007622773,0.00037370395,0.000021843396,0.000048458918,0.0013031428,0.000027198337,0.9892286],"study_design_scores_gemma":[0.0067383535,0.0010518776,0.37539944,0.011960673,0.002447342,0.0008557101,0.014899739,0.44906825,0.0014706935,0.046487957,0.08646702,0.0031529479],"about_ca_topic_score_codex":0.00003978806,"about_ca_topic_score_gemma":0.000012475191,"teacher_disagreement_score":0.9860757,"about_ca_system_score_codex":0.00002603164,"about_ca_system_score_gemma":0.000020395819,"threshold_uncertainty_score":0.5841259},"labels":[],"label_agreement":null},{"id":"W4403325292","doi":"10.1016/j.tourman.2024.105067","title":"Business continuity management in the sharing economy: Insights from Airbnb online reviews","year":2024,"lang":"en","type":"article","venue":"Tourism Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"Trinity College Dublin; University of Glasgow","keywords":"Sharing economy; Business; Business model; Industrial organization; Marketing; Business administration; Commerce; Computer science","score_opus":0.028241548766885047,"score_gpt":0.23923581829495788,"score_spread":0.21099426952807282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403325292","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20539154,0.008982427,0.0017669031,0.005312563,0.0026871474,0.0034160698,0.000014244934,0.0006816102,0.77174747],"genre_scores_gemma":[0.9706597,0.0022844025,0.0010169862,0.013036826,0.0042994022,0.00057577674,0.0005824427,0.0000987859,0.007445689],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99784017,0.000014943408,0.000698903,0.00079798984,0.00020398233,0.00044400195],"domain_scores_gemma":[0.99892765,0.00005414157,0.00016941356,0.0008013478,0.000029765752,0.000017675638],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007434038,0.00038736276,0.00040784624,0.0005929855,0.000172855,0.001412511,0.0010991985,0.00008051814,0.0005151505],"category_scores_gemma":[0.000011577175,0.0002805522,0.0001557531,0.0010083336,0.000038864026,0.0016722801,0.0007737962,0.00031369468,0.0019969128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006486087,0.0004785997,0.0027616986,0.0035142882,0.00052946364,0.002033997,0.00060213817,0.0003656628,0.000002599855,0.5524768,0.1231864,0.31398347],"study_design_scores_gemma":[0.00046471533,0.000003144704,0.041660834,0.00053826516,0.00017305388,0.0000012333269,0.00038976586,0.004806671,9.599464e-7,0.08481836,0.8667741,0.00036892804],"about_ca_topic_score_codex":0.00096252,"about_ca_topic_score_gemma":0.000682575,"teacher_disagreement_score":0.76526815,"about_ca_system_score_codex":0.00010191225,"about_ca_system_score_gemma":0.000006552955,"threshold_uncertainty_score":0.99996465},"labels":[],"label_agreement":null},{"id":"W4403511774","doi":"10.7202/1113454ar","title":"Digital Piracy as a Socio-Cultural Practice: A study of the Greek Market","year":2024,"lang":"en","type":"article","venue":"Kinephanos Revue d études des médias et de culture populaire","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Advertising; Sociology","score_opus":0.03716154970746457,"score_gpt":0.29868676581521125,"score_spread":0.2615252161077467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403511774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8676853,0.00069030334,0.000014006272,0.0020746388,0.0005808332,0.00079323474,0.000020570178,0.0002771906,0.12786391],"genre_scores_gemma":[0.99228734,0.000028750983,0.00014242902,0.0019888778,0.0009150555,0.00007792313,0.000044175325,0.000050492683,0.0044649485],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984617,0.000030383362,0.00043238167,0.0004436244,0.00026268643,0.00036917938],"domain_scores_gemma":[0.99900115,0.00011231549,0.00027161537,0.00038106798,0.00020396594,0.000029884473],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004027363,0.00033836195,0.0003218578,0.0001116531,0.0003152709,0.0014002657,0.00057120825,0.0001507033,0.00023710723],"category_scores_gemma":[0.0008124922,0.00021813047,0.00027560702,0.0006440345,0.00010369237,0.004120558,0.00034449223,0.00043612765,0.00013011544],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011396743,0.005862985,0.4035263,0.010123026,0.0038250163,0.0029692901,0.05091092,0.00062313623,0.000993129,0.24115857,0.18012209,0.09874584],"study_design_scores_gemma":[0.0013883759,0.00019508039,0.061018016,0.0013903616,0.0008152232,0.000606394,0.022244468,0.0013791161,0.000035324603,0.007748213,0.9021891,0.0009903479],"about_ca_topic_score_codex":0.00056852156,"about_ca_topic_score_gemma":0.00039595904,"teacher_disagreement_score":0.722067,"about_ca_system_score_codex":0.00013806036,"about_ca_system_score_gemma":0.00006881315,"threshold_uncertainty_score":0.99963635},"labels":[],"label_agreement":null},{"id":"W4403920074","doi":"10.1109/ro-man60168.2024.10731433","title":"Greeting Preferences in a Hospitality Context: A Cross-Cultural Study with a Social Robot","year":2024,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Hospitality; Context (archaeology); Computer science; Cross-cultural; Social robot; Robot; Human–computer interaction; Psychology; Artificial intelligence; Sociology; Mobile robot; Robot control; Tourism; Geography","score_opus":0.03966251255554862,"score_gpt":0.28955150992692136,"score_spread":0.24988899737137274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403920074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95669913,0.000037344955,0.000021555597,0.00020756092,0.00015980321,0.00028205963,9.832909e-7,0.00019684868,0.042394727],"genre_scores_gemma":[0.9988186,3.2797092e-7,0.000018745648,0.0002320188,0.00046159746,0.000045203695,0.000008651492,0.000009604052,0.00040527308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991819,0.000003300725,0.00020223537,0.0002860158,0.000114930546,0.00021160414],"domain_scores_gemma":[0.9997911,0.000028072249,0.00004896039,0.000071018636,0.000055336364,0.000005500961],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00034314845,0.00013536912,0.00016003546,0.00009795018,0.00014597736,0.0017684234,0.00014656805,0.00004079977,0.0002985061],"category_scores_gemma":[0.000026726479,0.000085626794,0.00003912231,0.00031863703,0.000049250608,0.0024542448,0.000090720496,0.00014774101,0.0001238331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055983543,0.00009470643,0.971099,0.0001202313,0.000044740213,0.000032512704,0.00094669487,0.000021522577,0.000002210629,0.010843696,0.0002070642,0.016531594],"study_design_scores_gemma":[0.00071545265,0.000047575348,0.98033977,0.000096582124,0.000028064313,0.0000015557744,0.01021077,0.0025358996,0.000004638135,0.0034106842,0.0023101447,0.00029888152],"about_ca_topic_score_codex":0.0053683138,"about_ca_topic_score_gemma":0.0101925945,"teacher_disagreement_score":0.042119462,"about_ca_system_score_codex":0.000023364939,"about_ca_system_score_gemma":0.000016263604,"threshold_uncertainty_score":0.9992678},"labels":[],"label_agreement":null},{"id":"W4405040335","doi":"10.1016/j.joitmc.2024.100447","title":"The impact of sharing economy platforms, management accounting systems, and demographic factors on financial performance: Exploring the role of formal and informal education in MSMEs","year":2024,"lang":"en","type":"article","venue":"Journal of Open Innovation Technology Market and Complexity","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Universitätsmedizin Mannheim","keywords":"Business; Accounting; Management accounting; Accounting information system; Accounting management; Finance","score_opus":0.03791649818495377,"score_gpt":0.267899538907422,"score_spread":0.22998304072246825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405040335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933004,0.0003310651,0.000013717169,0.00008538885,0.0001507765,0.00024214141,0.0000012526987,0.00000900787,0.005866298],"genre_scores_gemma":[0.9996539,0.00019656881,0.000032158605,0.000019000545,0.00006197491,0.000014131839,0.0000031466993,0.0000051531356,0.000013978293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910176,0.0000023573994,0.0005878007,0.00009657587,0.00006951449,0.00014201873],"domain_scores_gemma":[0.9991999,0.000059066027,0.00051416276,0.00010266872,0.00011920343,0.000004998064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014012475,0.00010967708,0.00020289746,0.0009584726,0.0002487634,0.00041421468,0.00030470095,0.00005408711,0.000007516037],"category_scores_gemma":[0.00004339169,0.00006413766,0.000025910615,0.00071531493,0.00012446908,0.003449231,0.00037510516,0.00025393532,1.8092204e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104021565,0.000014434621,0.56660336,0.0002036371,0.000049694074,2.9090134e-7,0.00005410608,0.000016370468,0.0000046303585,0.27287447,0.000054192056,0.16002077],"study_design_scores_gemma":[0.00028467923,0.000056269844,0.9387501,0.00038985113,0.00001809195,0.000015448897,0.002320811,0.007832088,0.000043242402,0.0477352,0.0024659208,0.00008832314],"about_ca_topic_score_codex":0.00013360074,"about_ca_topic_score_gemma":0.000020860638,"teacher_disagreement_score":0.3721467,"about_ca_system_score_codex":0.000022023924,"about_ca_system_score_gemma":0.000052117688,"threshold_uncertainty_score":0.3994282},"labels":[],"label_agreement":null},{"id":"W4405352580","doi":"10.2139/ssrn.5036477","title":"Scoping Calgary's Short Term Rental Economy: Building the Evidence Base to Shape Innovative Regulatory Frameworks in the Digital City","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Renting; Term (time); Base (topology); Business; Sharing economy; Economy; Architectural engineering; Economics; Engineering; Civil engineering; Computer science; World Wide Web","score_opus":0.02386558681137279,"score_gpt":0.2639135087193899,"score_spread":0.2400479219080171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405352580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98658824,0.0018890046,0.0033204423,0.0039219977,0.00046661755,0.00040068018,8.5897335e-7,0.000058072503,0.0033540926],"genre_scores_gemma":[0.9956624,0.00008216636,0.000019373287,0.0022292424,0.0018863644,0.00002612475,0.0000044463864,0.000022110638,0.00006776917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979335,0.000013295433,0.0003899448,0.00031095502,0.0001767741,0.0011755333],"domain_scores_gemma":[0.9993489,0.00024833274,0.00009452077,0.00023435082,0.000058275273,0.000015627445],"candidate_categories":["scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030624503,0.00020214243,0.00017319458,0.00028719052,0.00037067558,0.0021593529,0.0006864653,0.00010945049,0.00008567408],"category_scores_gemma":[0.00021393984,0.00012531514,0.000097783246,0.00081682805,0.000053758104,0.0030074855,0.00018810149,0.0030440672,0.00005996214],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012328383,0.00006330291,0.15971892,0.00019962575,0.0002211435,0.00007484654,0.0007461702,0.00021643567,0.00006396101,0.5816543,0.0009839676,0.25593403],"study_design_scores_gemma":[0.0006664624,0.00020074373,0.100270756,0.011963006,0.0001492537,0.0008737355,0.006924821,0.029855248,0.000103489365,0.83295566,0.014383448,0.0016534061],"about_ca_topic_score_codex":0.0000763852,"about_ca_topic_score_gemma":0.0005258442,"teacher_disagreement_score":0.25428063,"about_ca_system_score_codex":0.00053403096,"about_ca_system_score_gemma":0.00056174595,"threshold_uncertainty_score":0.99925596},"labels":[],"label_agreement":null},{"id":"W4406839997","doi":"10.1016/j.jik.2025.100653","title":"Prosumer: A new approach to conceptualisation","year":2025,"lang":"en","type":"article","venue":"Journal of Innovation & Knowledge","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep de Chicoutimi; Université du Québec à Chicoutimi","funders":"Mitacs","keywords":"Prosumer; Computer science; Engineering","score_opus":0.05308714549355357,"score_gpt":0.2832971497145792,"score_spread":0.23021000422102564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406839997","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31634122,0.00015684003,0.095892265,0.002832513,0.0022700024,0.00038050427,7.2950553e-7,0.000059456914,0.5820665],"genre_scores_gemma":[0.98558944,0.0000015840934,0.002609216,0.0030699573,0.002077576,0.000005629293,0.0000155776,0.0000098061755,0.006621185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913424,0.0000030653857,0.00057723455,0.00009587663,0.000086765955,0.00010278738],"domain_scores_gemma":[0.9985831,0.000023010085,0.00042001856,0.00009340072,0.0008724812,0.000008036162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069321704,0.00008364774,0.00015516682,0.0009038189,0.00007341596,0.00018768886,0.00018085605,0.000050325187,0.0001221747],"category_scores_gemma":[0.00043217576,0.00007105124,0.00003627444,0.0021427765,0.000012068714,0.001093237,0.000049088994,0.00013211499,0.00022095068],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008295628,0.00013551304,0.011048921,0.000116117284,0.000054340406,5.579031e-7,0.00038041463,0.00012919283,0.0004912873,0.63186944,0.27192855,0.083762735],"study_design_scores_gemma":[0.0009447096,0.000010302727,0.01366974,0.00014549923,0.000032969434,0.0000035955036,0.0003307934,0.0011007056,0.00035784717,0.017812451,0.96544987,0.00014151965],"about_ca_topic_score_codex":0.000014902947,"about_ca_topic_score_gemma":0.0000051318534,"teacher_disagreement_score":0.6935213,"about_ca_system_score_codex":0.00005053135,"about_ca_system_score_gemma":0.00015082271,"threshold_uncertainty_score":0.28973854},"labels":[],"label_agreement":null},{"id":"W4406990302","doi":"10.1080/10632921.2024.2442962","title":"Impact of Pay-What-You-Want Pricing Model","year":2024,"lang":"en","type":"article","venue":"The Journal of Arts Management Law and Society","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Economics; Willingness to pay; Business; Microeconomics","score_opus":0.02052944005535764,"score_gpt":0.24234444062811572,"score_spread":0.22181500057275808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406990302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9292898,0.0019821543,0.00791145,0.002867432,0.00085924106,0.00031657337,0.000002733732,0.00006383388,0.056706775],"genre_scores_gemma":[0.99667215,0.0013222996,0.00021409348,0.0010676548,0.00035207893,7.887212e-7,0.0000013676992,0.000012340834,0.00035720714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992702,0.0000034669768,0.00030782592,0.000086582906,0.00016953413,0.0001624016],"domain_scores_gemma":[0.99955374,0.0000405255,0.0002145597,0.00012610768,0.000052469415,0.00001262074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011871,0.00011812813,0.00017908322,0.00005728152,0.00015723582,0.0004273716,0.00018349929,0.000030888354,0.000043242515],"category_scores_gemma":[0.0000026886905,0.000059890914,0.00027325645,0.00013015527,0.00006726581,0.001971229,0.00014409421,0.00017338716,0.0000080119435],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013243259,0.00016436036,0.0016302995,0.0017990224,0.0023933465,0.0000377668,0.0041371654,0.019640714,0.00019674627,0.9037353,0.034202628,0.031930245],"study_design_scores_gemma":[0.0021038414,0.0002059827,0.013774027,0.0023885916,0.0022002982,0.00007142749,0.009703857,0.55505836,0.000102328486,0.30310547,0.11042214,0.0008636684],"about_ca_topic_score_codex":0.000086422835,"about_ca_topic_score_gemma":0.0000036210963,"teacher_disagreement_score":0.6006298,"about_ca_system_score_codex":0.000026311844,"about_ca_system_score_gemma":0.000012537666,"threshold_uncertainty_score":0.41211542},"labels":[],"label_agreement":null},{"id":"W4407008774","doi":"10.2139/ssrn.5048211","title":"What does Artificial Intelligence Bring to Airbnb Stakeholders? A Systematic Literature Review","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Niagara College","funders":"","keywords":"Business; Computer science; Data science","score_opus":0.02826691456517437,"score_gpt":0.25445575825206146,"score_spread":0.22618884368688708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407008774","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084032774,0.7753879,0.07332954,0.04021608,0.012093093,0.0043463553,0.0000037571178,0.0005016177,0.010088919],"genre_scores_gemma":[0.84293324,0.13209413,0.00008834281,0.017393846,0.0026434234,0.000065154316,0.000016854166,0.000048890422,0.0047161393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9977448,0.0000144007545,0.0005816165,0.0002580342,0.00017634871,0.0012248147],"domain_scores_gemma":[0.9992795,0.00005174248,0.00025153082,0.00024870207,0.00014853965,0.000019956362],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023858836,0.00020621106,0.00038023386,0.00036939452,0.00025003756,0.001769902,0.00046225943,0.000066536915,0.00006611166],"category_scores_gemma":[0.00027633566,0.00014198618,0.00015810253,0.00082390034,0.000013518703,0.0025505307,0.0001022876,0.001041324,0.00026882807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004999591,0.000058780548,0.00026779997,0.046557862,0.00027314742,0.00002281058,0.0001698896,0.00009384586,0.00002303879,0.8872191,0.0007905167,0.064473234],"study_design_scores_gemma":[0.00012891958,0.000031627853,0.000046543417,0.19534767,0.0003136019,0.00013241166,0.006083837,0.00065625575,0.00006681962,0.78767043,0.009019469,0.00050242525],"about_ca_topic_score_codex":0.00002149837,"about_ca_topic_score_gemma":0.0008032896,"teacher_disagreement_score":0.75890046,"about_ca_system_score_codex":0.00027111158,"about_ca_system_score_gemma":0.00023610555,"threshold_uncertainty_score":0.9992664},"labels":[],"label_agreement":null},{"id":"W4407253585","doi":"10.3390/land14020341","title":"From Soil to Servers: Persistent Neglect of Land Resources and Its Looming Repetition for Users in the Digital Age","year":2025,"lang":"en","type":"article","venue":"Land","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Land tenure; Equity (law); Ecosystem services; Environmental resource management; Law and economics; Business; Environmental ethics; Sociology; Economics; Political science; Law; Ecology; Ecosystem","score_opus":0.018295452867022992,"score_gpt":0.2107235331981741,"score_spread":0.1924280803311511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407253585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937955,0.0000793974,0.00001293893,0.00051859947,0.00005702996,0.00015196884,0.0000127536005,0.000009311437,0.005362481],"genre_scores_gemma":[0.9990969,0.0000029463629,0.000011762168,0.00053002127,0.00013718028,0.000009411551,0.00003791675,0.0000029771243,0.00017089095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99968624,0.0000015091368,0.000092535854,0.00010636653,0.000035947392,0.00007741321],"domain_scores_gemma":[0.99980295,0.00007698746,0.000037132973,0.00006752594,0.0000120831955,0.000003337865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010248464,0.000049660684,0.00008299912,0.00007409973,0.000047569032,0.00022195562,0.00007831507,0.000024716217,0.000008527007],"category_scores_gemma":[0.00006196427,0.00003541118,0.000031010863,0.00009543936,0.0000062582712,0.00026766793,0.000040266128,0.000030454104,0.0000032614905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020509101,0.00003010802,0.9931457,0.00027559628,0.000049885246,0.0000053127146,0.0011952305,0.00033947537,0.000059614245,0.00069378235,0.00082822563,0.003171963],"study_design_scores_gemma":[0.0035080388,0.00006626943,0.80825573,0.0009901564,0.00015879094,0.0000014561174,0.0046938816,0.01035526,0.00012805923,0.011040786,0.16040389,0.00039768187],"about_ca_topic_score_codex":0.0012827138,"about_ca_topic_score_gemma":0.0022688126,"teacher_disagreement_score":0.18489,"about_ca_system_score_codex":0.00000551749,"about_ca_system_score_gemma":0.0000026287667,"threshold_uncertainty_score":0.2140323},"labels":[],"label_agreement":null},{"id":"W4407372496","doi":"10.1007/978-981-97-0821-5_81-1","title":"Networks of Community Sharing as Therapeutic Landscape","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Geography","score_opus":0.03516879706252041,"score_gpt":0.22678146248449949,"score_spread":0.19161266542197908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407372496","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005301065,0.0003339061,0.00023973925,0.0000811841,0.0003570569,0.00015988588,0.0000022021425,0.000119436314,0.99817646],"genre_scores_gemma":[0.20948899,0.000084917796,0.00001725861,0.0044177007,0.0007526356,0.000006109746,0.00023421287,0.000044232675,0.78495395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992518,0.0000014264884,0.0003266526,0.00015626162,0.00009202394,0.00017183356],"domain_scores_gemma":[0.9990163,0.000098966404,0.00027825852,0.00052174024,0.000077828445,0.0000069392427],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032409534,0.00025249668,0.0003799162,0.000251982,0.0001685303,0.00015322657,0.00055199745,0.00027766198,0.0056427154],"category_scores_gemma":[0.000012556423,0.00021953412,0.00016135497,0.00005126208,0.000036004574,0.0003374616,0.0004917393,0.00061659067,0.00028879565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025156454,0.000015872904,0.001988558,0.00030992166,0.00017159399,0.0000016653933,0.000012962381,0.00010632888,3.149304e-7,0.96957165,0.0057448987,0.022051055],"study_design_scores_gemma":[0.0003834098,0.000012882797,0.0011919413,0.00050978013,0.00023989289,0.0000015113123,0.000068635534,0.006363377,0.0000023214625,0.3665123,0.6242063,0.00050766114],"about_ca_topic_score_codex":0.0006926102,"about_ca_topic_score_gemma":0.0002395054,"teacher_disagreement_score":0.6184614,"about_ca_system_score_codex":0.000012282373,"about_ca_system_score_gemma":0.000016914577,"threshold_uncertainty_score":0.99526626},"labels":[],"label_agreement":null},{"id":"W4407871235","doi":"10.2139/ssrn.5110471","title":"Green Incentives in Decentralized Consortia","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Incentive; Business; Industrial organization; Economics; Microeconomics","score_opus":0.014235436986941694,"score_gpt":0.23788901485990355,"score_spread":0.22365357787296186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407871235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377731,0.010951153,0.0021274507,0.0022531187,0.0038332,0.0007753656,0.000012702469,0.00017310824,0.042100813],"genre_scores_gemma":[0.99009466,0.0034240438,0.000037819435,0.0007935386,0.0013120688,0.00002638544,0.00006527815,0.000026096226,0.004220119],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9968419,0.000015341415,0.0005452587,0.0003760349,0.00016466824,0.002056817],"domain_scores_gemma":[0.99912107,0.000041203864,0.00048435552,0.00024987874,0.00008860009,0.000014869369],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015448602,0.00030687734,0.00042154966,0.00060785207,0.00014185702,0.00039462736,0.0006816964,0.00025302498,0.00030807545],"category_scores_gemma":[0.00007166119,0.00029018088,0.00021074558,0.0002660552,0.000039834184,0.0006542173,0.000550337,0.0037687456,0.000112069654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002666467,0.00015386958,0.247309,0.00027521775,0.0005819962,0.000033396842,0.00012224707,0.00038025438,0.0000028454904,0.69176865,0.00050426356,0.058601607],"study_design_scores_gemma":[0.0013057915,0.000008764495,0.017481549,0.00039339985,0.000119003365,0.000022290556,0.0006620175,0.00092200766,0.0000034416612,0.951915,0.026687574,0.00047914963],"about_ca_topic_score_codex":0.0032507114,"about_ca_topic_score_gemma":0.010122757,"teacher_disagreement_score":0.26014635,"about_ca_system_score_codex":0.00068846025,"about_ca_system_score_gemma":0.0014530001,"threshold_uncertainty_score":0.99995506},"labels":[],"label_agreement":null},{"id":"W4407872620","doi":"10.2139/ssrn.5131739","title":"Stream-In or Stream-Out? Comparing Sales Impacts of In-House and Influencer-Partnered Livestreaming","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Business; Advertising","score_opus":0.024969271584633156,"score_gpt":0.26485518470431246,"score_spread":0.2398859131196793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407872620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995578,0.00204176,0.000047434893,0.000106160915,0.0002714407,0.00027444153,0.000004856495,0.00005663281,0.0016192652],"genre_scores_gemma":[0.9966915,0.0025266758,0.00004967183,0.000066944514,0.0004158469,0.000011114374,0.000021207761,0.000033586068,0.00018342808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969497,0.000018800923,0.00084973394,0.00042243104,0.00018383992,0.0015755006],"domain_scores_gemma":[0.9986999,0.00015027699,0.00076605193,0.00028228053,0.00007389969,0.000027595961],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001312325,0.0003956819,0.00074551353,0.0010483351,0.000102375474,0.0003404488,0.000511087,0.0002613637,0.000019351792],"category_scores_gemma":[0.00021949761,0.00034452614,0.000121673685,0.00030503812,0.00006391757,0.0008815983,0.00057811977,0.0027804885,0.000011100203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029072328,0.00011576039,0.9726783,0.0006783286,0.00015403907,0.000023388338,0.0002694918,0.001963986,0.000016903396,0.01341041,0.000021922091,0.010376722],"study_design_scores_gemma":[0.0051325974,0.00014093373,0.6504098,0.0072782584,0.00030772368,0.0000858522,0.0058986773,0.007810953,0.00011502299,0.3207253,0.000663248,0.0014316526],"about_ca_topic_score_codex":0.004527248,"about_ca_topic_score_gemma":0.0831961,"teacher_disagreement_score":0.32226852,"about_ca_system_score_codex":0.00053104875,"about_ca_system_score_gemma":0.0015026478,"threshold_uncertainty_score":0.9999007},"labels":[],"label_agreement":null},{"id":"W4407881460","doi":"10.1002/nvsm.70011","title":"Why Larger Signatures on Solicitation Letters Increase Donations","year":2025,"lang":"en","type":"article","venue":"Journal of Philanthropy","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Winnipeg; University of Ottawa","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Advertising; Business","score_opus":0.011869494263038429,"score_gpt":0.2432500038262755,"score_spread":0.23138050956323708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407881460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9269373,0.00019899917,0.0031243132,0.048602033,0.0020710453,0.00013100938,0.000004241935,0.00007068617,0.018860396],"genre_scores_gemma":[0.9622294,0.0000143163425,0.0001426392,0.036320683,0.0012194721,0.0000024888188,0.000008106222,0.000009750917,0.000053176518],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944025,0.0000044567223,0.00024532594,0.00007477691,0.00012757897,0.000107618485],"domain_scores_gemma":[0.9994513,0.00008454738,0.00026363521,0.0000784827,0.00011367901,0.000008405786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026354528,0.00008341674,0.0001296561,0.00047087297,0.0001155507,0.00015648385,0.00014629516,0.000041425385,0.00022627354],"category_scores_gemma":[0.00014446117,0.00006436435,0.00008688361,0.00021760081,0.000026842552,0.0008086082,0.000022645836,0.00018082977,0.000032833774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024771233,0.00021893876,0.010160601,0.00010021145,0.00017179518,0.000043843153,0.00006230933,0.0018567042,0.0036165994,0.12064899,0.86004937,0.002822952],"study_design_scores_gemma":[0.001553288,0.000033481327,0.06453603,0.00037379962,0.00014659349,0.0000074143063,0.00016411455,0.0019395675,0.0007642154,0.03495611,0.8952617,0.0002636923],"about_ca_topic_score_codex":0.00010380819,"about_ca_topic_score_gemma":0.00003226334,"teacher_disagreement_score":0.085692875,"about_ca_system_score_codex":0.000025590667,"about_ca_system_score_gemma":0.000016891012,"threshold_uncertainty_score":0.2624702},"labels":[],"label_agreement":null},{"id":"W4408140967","doi":"10.5539/ibr.v18n2p29","title":"A Review of Informal Economy in China’s Urban-Rural Interfaces (URIs)—Analysis from the Angle of Historical Geography","year":2025,"lang":"en","type":"review","venue":"International Business Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Geography; Human geography; Economic geography; Sociology; Regional science; Archaeology","score_opus":0.06017863286317365,"score_gpt":0.3447531469216066,"score_spread":0.2845745140584329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408140967","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020810102,0.9756043,0.000033464275,0.00068620866,0.00046622116,0.0005752451,0.000084223335,0.000013855156,0.022328408],"genre_scores_gemma":[0.0011524563,0.9965982,0.000017615132,0.00018209478,0.00054934656,0.00015228408,0.0009314957,0.000015445028,0.00040110314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753094,0.00004736961,0.0013289344,0.00033118844,0.00047224035,0.00028931876],"domain_scores_gemma":[0.9970197,0.0007432103,0.00079937215,0.0004975335,0.00092796,0.000012206901],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016091919,0.00028205683,0.0014640754,0.002686579,0.00006835068,0.00017265619,0.0019170808,0.00017120784,0.0010941187],"category_scores_gemma":[0.0008961305,0.00019307657,0.00064526056,0.00437285,0.00012786569,0.0009593409,0.00090213254,0.0006157003,0.000052508283],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115590265,0.00040132328,0.06538317,0.19440454,0.0043103923,0.000013725575,0.000078015204,0.000054675547,1.15184946e-7,0.0041153566,0.0438627,0.6872604],"study_design_scores_gemma":[0.00014222908,0.0000034176953,0.012956968,0.050805762,0.00048933376,5.618786e-7,0.00001414821,0.00006681857,1.9027922e-7,0.0005074793,0.9348447,0.00016841655],"about_ca_topic_score_codex":0.01607185,"about_ca_topic_score_gemma":0.00046334317,"teacher_disagreement_score":0.890982,"about_ca_system_score_codex":0.00021914339,"about_ca_system_score_gemma":0.00025794556,"threshold_uncertainty_score":0.99981904},"labels":[],"label_agreement":null},{"id":"W4408223599","doi":"10.4337/9781035320547.00021","title":"Municipal governance of the sharing economy sectors: global insights","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Business; Economic system; Economic geography; Economy; Geography; Economics; Finance","score_opus":0.018586401949766573,"score_gpt":0.19880227543723983,"score_spread":0.18021587348747325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408223599","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029653052,0.0003023194,0.000015239639,0.00030300836,0.002484281,0.0003881113,0.00004236278,0.00016795135,0.99333143],"genre_scores_gemma":[0.21161518,0.000015937067,0.00010048145,0.005182265,0.00567274,0.000040433697,0.00014981379,0.00013068606,0.77709246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979261,0.000003925536,0.00070145563,0.00066273374,0.0003065633,0.00039917842],"domain_scores_gemma":[0.9975196,0.00007507162,0.0010916118,0.0010863867,0.00020192226,0.000025392217],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00040538464,0.0005067602,0.00060155726,0.00016388923,0.00028663912,0.0023044108,0.0022178956,0.0005339844,0.00036628684],"category_scores_gemma":[0.00020457403,0.00041133226,0.000428343,0.00008573857,0.0001291433,0.002677992,0.0018535239,0.00085786026,0.0000876847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002069165,0.000008584005,0.0016544155,0.00041943957,0.00018259966,0.000004465849,0.00007645937,0.000024334782,6.411852e-7,0.96750087,0.023877097,0.0062303767],"study_design_scores_gemma":[0.00026222807,0.0000033637673,0.00060934736,0.00082820415,0.00009259085,0.0000017213429,0.000013785384,0.00026989335,0.000009269347,0.19199184,0.80553997,0.0003777969],"about_ca_topic_score_codex":0.0017320989,"about_ca_topic_score_gemma":0.0019334088,"teacher_disagreement_score":0.7816629,"about_ca_system_score_codex":0.00024511476,"about_ca_system_score_gemma":0.00015624605,"threshold_uncertainty_score":0.9998339},"labels":[],"label_agreement":null},{"id":"W4408224691","doi":"10.4337/9781035320547.00017","title":"Assessing sharing of household goods: tool and toy sharing in Melbourne and Toronto","year":2025,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sharing economy; Business; Regional science; Geography; Computer science; World Wide Web","score_opus":0.037715462551393734,"score_gpt":0.23303706766897694,"score_spread":0.1953216051175832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408224691","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037710074,0.0011308067,0.000051069568,0.00012295844,0.0006829226,0.00039871797,0.000013182904,0.00019658037,0.9596937],"genre_scores_gemma":[0.711545,0.00022466539,0.0014729749,0.0025399462,0.0037317136,0.00006371475,0.00022265028,0.00036394957,0.2798354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753267,0.0000033495478,0.0008280015,0.00088871125,0.00028741037,0.00045985923],"domain_scores_gemma":[0.9985961,0.00012607215,0.00061632716,0.0005343414,0.00009228237,0.000034914465],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013616069,0.0005093743,0.0008015475,0.00055970816,0.00019848002,0.006345842,0.00065914943,0.0005417374,0.00011813462],"category_scores_gemma":[0.0002293986,0.00053235306,0.00012129368,0.000047792866,0.00008441799,0.0083281575,0.0016037938,0.00077017763,0.0000031162053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006670053,0.000029628729,0.032191165,0.0031392276,0.00028692678,0.000055186243,0.0005273164,0.000018280582,0.000037665326,0.78998166,0.0045186426,0.16914761],"study_design_scores_gemma":[0.0037092061,0.00004529352,0.025922742,0.01420138,0.000632789,0.00003551285,0.0010032457,0.0046269787,0.000082711704,0.32292095,0.62308234,0.0037368264],"about_ca_topic_score_codex":0.004434762,"about_ca_topic_score_gemma":0.0035900148,"teacher_disagreement_score":0.67985827,"about_ca_system_score_codex":0.00015823885,"about_ca_system_score_gemma":0.00007258838,"threshold_uncertainty_score":0.9997128},"labels":[],"label_agreement":null},{"id":"W4408365752","doi":"10.1016/j.trip.2025.101371","title":"A roll down memory lane: Policy implications of nostalgic experiences in shared e-scooter consumption","year":2025,"lang":"en","type":"article","venue":"Transportation Research Interdisciplinary Perspectives","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"Mitacs; Royal Roads University","keywords":"Consumption (sociology); Psychology; Computer science; Business; Advertising; Aesthetics; Art","score_opus":0.058565403324327144,"score_gpt":0.3844810099750175,"score_spread":0.32591560665069036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408365752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95744616,0.0001592847,0.00020980918,0.004205855,0.0000660757,0.00044240346,0.000027005963,0.00005106962,0.037392326],"genre_scores_gemma":[0.9988963,0.000027290098,0.000067425055,0.00006886366,0.00011298951,0.00025080575,0.00010355483,0.000008986592,0.0004637915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879,0.000016203778,0.00036817428,0.00035742848,0.0001839117,0.00028423552],"domain_scores_gemma":[0.9992932,0.00011683595,0.000096930475,0.00023156394,0.00024616474,0.000015273898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045506214,0.00012428327,0.00019316089,0.001451645,0.00022274682,0.00011368957,0.00031536954,0.000072632625,0.00085961673],"category_scores_gemma":[0.000057023146,0.00011503712,0.00007958343,0.001077416,0.00025738266,0.0011602386,0.00007807802,0.00023866999,0.000058772923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014217735,0.0010779497,0.43135187,0.0012765527,0.00016005081,0.000028096181,0.14060026,0.0006414218,0.002589807,0.41177645,0.003665724,0.0054100393],"study_design_scores_gemma":[0.00058381347,0.000024541632,0.87314767,0.0001902402,0.000008860599,3.7249163e-7,0.081797875,0.00036870493,0.00018306305,0.04328998,0.0002764306,0.00012846959],"about_ca_topic_score_codex":0.0010482564,"about_ca_topic_score_gemma":0.0027918562,"teacher_disagreement_score":0.44179577,"about_ca_system_score_codex":0.00011018348,"about_ca_system_score_gemma":0.00008973194,"threshold_uncertainty_score":0.94122005},"labels":[],"label_agreement":null},{"id":"W4408459123","doi":"10.4324/9781003412397-17","title":"Collaborative and creative consumption","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Consumption (sociology); Art; Aesthetics","score_opus":0.018913006791324943,"score_gpt":0.22031106842646817,"score_spread":0.20139806163514323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408459123","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014088808,0.00026547673,0.00008555319,0.00015710971,0.00019149721,0.00023804043,0.000016910406,0.000087144785,0.9988174],"genre_scores_gemma":[0.0010543332,0.00021515017,0.00011845707,0.0015960274,0.00037839013,0.00000915182,0.00013586783,0.000014385702,0.99647826],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994563,4.851957e-7,0.0001530781,0.00024227062,0.000056925324,0.000090957634],"domain_scores_gemma":[0.999578,0.000045399225,0.00014986293,0.00011056398,0.000110609704,0.0000055707947],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007709153,0.00019214088,0.0002245883,0.00020802068,0.000101951606,0.00022403135,0.00006783481,0.0001691227,0.005880801],"category_scores_gemma":[0.000019135656,0.00016647433,0.000034200093,0.000026583031,0.000059492075,0.00048931065,0.00011296224,0.0001327362,0.0007501607],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001838275,0.0000026265793,0.00044829122,0.00014339975,0.00006855145,0.0000033040926,0.000010073329,4.8044285e-7,3.4789684e-7,0.9523912,0.03965746,0.007255849],"study_design_scores_gemma":[0.00019977831,0.000003400694,0.0003970224,0.00018385249,0.00008339169,4.6994938e-7,0.000025266714,0.00015667902,0.0000036675576,0.09785829,0.90085876,0.00022942733],"about_ca_topic_score_codex":0.00007153162,"about_ca_topic_score_gemma":0.00012793046,"teacher_disagreement_score":0.8612013,"about_ca_system_score_codex":0.000018408222,"about_ca_system_score_gemma":0.000022646269,"threshold_uncertainty_score":0.99502796},"labels":[],"label_agreement":null},{"id":"W4408696948","doi":"10.1109/itsc58415.2024.10920116","title":"UNET and UNETR Based Frameworks for Predicting the Short-Term Spatiotemporal Demand of E-Scooter Sharing Services","year":2024,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Term (time); Computer science; On demand; Multimedia","score_opus":0.018067588165349837,"score_gpt":0.2371172273302581,"score_spread":0.21904963916490827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408696948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838435,0.00029021798,0.010253032,0.0007671526,0.0003643426,0.00035304777,0.000010995814,0.00014757937,0.0039701066],"genre_scores_gemma":[0.9978697,0.000003832649,0.00045005127,0.0008391621,0.00062947185,0.000022577437,0.000059322378,0.000018209692,0.00010770241],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992935,0.0000012515353,0.00022923673,0.00023472865,0.00007613109,0.00016517098],"domain_scores_gemma":[0.9996013,0.00014195759,0.000058774403,0.00015598118,0.000034094024,0.000007890188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041146614,0.000120058845,0.00012957028,0.00010197297,0.0001278564,0.00059564074,0.00018132561,0.00011856424,0.00015744705],"category_scores_gemma":[0.000014854018,0.000077196455,0.000055055476,0.0001422208,0.000027677546,0.00079444353,0.00012341228,0.00016547444,0.000007679527],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057145247,0.000021266358,0.9597144,0.003523534,0.00010942952,0.0000031919947,0.00019699922,0.00077454234,0.000055105815,0.016801117,0.0007338708,0.018009363],"study_design_scores_gemma":[0.00020775406,0.000011541685,0.036180794,0.0005380354,0.000092521484,9.611334e-7,0.00018560745,0.9406022,0.00021919441,0.008330771,0.013449975,0.00018063848],"about_ca_topic_score_codex":0.00023451219,"about_ca_topic_score_gemma":0.00021107146,"teacher_disagreement_score":0.9398277,"about_ca_system_score_codex":0.0000055646246,"about_ca_system_score_gemma":0.0000077928835,"threshold_uncertainty_score":0.5743777},"labels":[],"label_agreement":null},{"id":"W4409722497","doi":"10.7202/1117566ar","title":"Contrat conclu à distance : Quelle allocation des risques en cas de prix erroné ?","year":2025,"lang":"fr","type":"article","venue":"Les Cahiers de droit","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science","score_opus":0.006982469110782186,"score_gpt":0.2181084151451946,"score_spread":0.21112594603441243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409722497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73113966,0.019319985,0.09855327,0.0059225606,0.0012243972,0.0005187119,0.000026111507,0.00022876488,0.14306653],"genre_scores_gemma":[0.92326105,0.0006260014,0.0008785106,0.0026114993,0.00048618548,0.000040240157,0.00007248858,0.000027103504,0.071996905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986502,0.000025072795,0.0003263376,0.00033348435,0.00008998857,0.00057492196],"domain_scores_gemma":[0.99920404,0.00023015538,0.00016127244,0.00026102367,0.00010675282,0.000036758913],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006480934,0.00024400034,0.0002808162,0.0001457736,0.00047237665,0.00048747586,0.0003191639,0.00039192784,0.00032971665],"category_scores_gemma":[0.00032410698,0.00028587354,0.00012032655,0.00031553552,0.0004027549,0.0011782647,0.000073711795,0.00043293653,0.00015719702],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096795935,0.00009059488,0.109288245,0.0015472204,0.00020771554,0.00005050695,0.0017001772,0.0005634886,0.00013175844,0.81003994,0.009652123,0.066631414],"study_design_scores_gemma":[0.001028117,0.000018302895,0.04863418,0.00092722,0.00033976114,0.00001194742,0.002378424,0.022028988,0.0010088156,0.27813515,0.64489996,0.0005891611],"about_ca_topic_score_codex":0.003611951,"about_ca_topic_score_gemma":0.0034853318,"teacher_disagreement_score":0.6352478,"about_ca_system_score_codex":0.0012522149,"about_ca_system_score_gemma":0.00011776099,"threshold_uncertainty_score":0.99995935},"labels":[],"label_agreement":null},{"id":"W4409771962","doi":"10.1080/25741292.2025.2495373","title":"New policy tools and traditional policy models: better understanding behavioural, digital and collaborative instruments","year":2025,"lang":"en","type":"article","venue":"Policy Design and Practice","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Data science; Management science; Psychology; Engineering","score_opus":0.18558927335923497,"score_gpt":0.30353161678808066,"score_spread":0.11794234342884569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409771962","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13021065,0.00083231815,0.10853337,0.24074852,0.00041153867,0.0020779492,0.0003387731,0.00035914575,0.5164877],"genre_scores_gemma":[0.98056096,0.00026033504,0.0022229382,0.015207623,0.001051826,0.000016777878,0.00004308022,0.000018660749,0.0006177896],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99908006,0.00001971661,0.00021577512,0.00028793333,0.0001173695,0.0002791372],"domain_scores_gemma":[0.999055,0.000574979,0.00015893404,0.00010711003,0.000051296138,0.0000526608],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00028354005,0.00020626702,0.00018869802,0.00061080855,0.00036182048,0.0021886542,0.00009131524,0.00009684098,0.000018286873],"category_scores_gemma":[0.0007348086,0.00019748302,0.000022631508,0.0006417866,0.00008943505,0.008687028,0.00012413852,0.00016038117,0.0000093536],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002586682,0.000036971833,0.0022242044,0.0000551809,0.00009674716,0.0000042783495,0.0003247206,0.000017063763,0.000019192898,0.94210804,0.0051883855,0.04966654],"study_design_scores_gemma":[0.0019423029,0.000058931062,0.005893536,0.00012470764,0.00015531496,0.00006256143,0.0013575586,0.0042767692,0.000026673575,0.93013906,0.055448152,0.0005144181],"about_ca_topic_score_codex":0.0025556963,"about_ca_topic_score_gemma":0.000014619459,"teacher_disagreement_score":0.8503503,"about_ca_system_score_codex":0.00011455691,"about_ca_system_score_gemma":0.00033029905,"threshold_uncertainty_score":0.9988472},"labels":[],"label_agreement":null},{"id":"W4409978488","doi":"10.56397/jrssh.2025.04.02","title":"Commodifying the Journey Through Platform Economies and the Transformation of Gap Year Travel into Personal Growth Narratives","year":2025,"lang":"en","type":"article","venue":"Journal of Research in Social Science and Humanities","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Narrative; Economic geography; Transformation (genetics); Economy; Geography; Business; Sociology; Economics; Art; Literature","score_opus":0.16832607108544775,"score_gpt":0.359228283755068,"score_spread":0.19090221266962024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409978488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8882933,0.0003260712,0.000020864552,0.005646572,0.00008638651,0.00011295844,6.120397e-7,0.0000016971163,0.1055115],"genre_scores_gemma":[0.9991499,0.00023215664,0.000012033827,0.00027758014,0.00027570096,0.0000029011298,1.8201776e-7,0.0000015757302,0.00004792366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99923754,0.000017219048,0.0002377862,0.00005608261,0.00029767977,0.00015367538],"domain_scores_gemma":[0.9992924,0.00022243765,0.0001376592,0.000027534761,0.0003150471,0.00000492737],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0051639155,0.000049987982,0.00014171615,0.00030391375,0.0015022677,0.00062368036,0.0002690237,0.000024123061,0.00001771182],"category_scores_gemma":[0.0001119156,0.000027235577,0.000033972767,0.00030254386,0.0024559961,0.0028499279,0.00007436569,0.00029557906,5.146197e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001024841,0.000008851158,0.0023469734,0.0001146593,0.000012114906,4.0921228e-7,0.0843806,5.229854e-7,0.000014478966,0.9110306,0.00028239627,0.0017059478],"study_design_scores_gemma":[0.0008061622,0.00001976328,0.016269486,0.0001269903,0.00000687595,0.0000022052745,0.37038,0.0002431703,0.000045923498,0.60881615,0.00323679,0.000046506557],"about_ca_topic_score_codex":0.0004468748,"about_ca_topic_score_gemma":0.00027692402,"teacher_disagreement_score":0.30221444,"about_ca_system_score_codex":0.00004537131,"about_ca_system_score_gemma":0.000118391894,"threshold_uncertainty_score":0.99979764},"labels":[],"label_agreement":null},{"id":"W4410311984","doi":"10.1177/20539517251338776","title":"Localized processes of platformization: The example of Surabaya","year":2025,"lang":"en","type":"article","venue":"Big Data & Society","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Computer science; Sociology","score_opus":0.11455153496901964,"score_gpt":0.2618947366047353,"score_spread":0.14734320163571563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410311984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8400327,0.0051092203,0.07004734,0.006157732,0.00319477,0.0021147493,0.00077419216,0.00044529283,0.07212399],"genre_scores_gemma":[0.99731404,0.00013958494,0.00027759603,0.0010570247,0.0002787869,0.0000071739437,0.0007222786,0.000007056605,0.00019646315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994072,0.000001430276,0.00023247825,0.00016256918,0.0000943593,0.000101992424],"domain_scores_gemma":[0.9990483,0.00010897081,0.00018879701,0.00052889093,0.00012214489,0.0000028779375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041257188,0.000075247575,0.00014293738,0.000023868484,0.00010763309,0.00006566239,0.0006030718,0.00004721571,0.00007232875],"category_scores_gemma":[0.0001376346,0.000050725586,0.000047497,0.0005333844,0.00007954037,0.00080303685,0.0004153951,0.000056090164,0.000008560593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001551463,0.00039669027,0.21929657,0.009327358,0.0007668257,9.471134e-7,0.0010853271,0.0002807599,0.00019779633,0.16996972,0.52038145,0.07814143],"study_design_scores_gemma":[0.0008673623,0.000004505313,0.010812313,0.00018940908,0.00012831394,4.0548164e-7,0.0010628412,0.007882987,0.0006340027,0.010172558,0.96806896,0.00017633098],"about_ca_topic_score_codex":0.0017643789,"about_ca_topic_score_gemma":0.00021663956,"teacher_disagreement_score":0.44768754,"about_ca_system_score_codex":0.0000054330203,"about_ca_system_score_gemma":0.0000728822,"threshold_uncertainty_score":0.26672247},"labels":[],"label_agreement":null},{"id":"W4410519163","doi":"10.1111/ijcs.70076","title":"Circularity Within Service‐Dominant Logic: The Role of Perceived Ethics on Co‐Creation in Sharing Economy Platforms","year":2025,"lang":"en","type":"article","venue":"International Journal of Consumer Studies","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Zayed University","keywords":"Sharing economy; Service-dominant logic; Co-creation; Business; Service (business); Knowledge management; Sociology; Public relations; Marketing; Computer science; Political science; Law","score_opus":0.05723090791008509,"score_gpt":0.3392879855435245,"score_spread":0.28205707763343946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410519163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761663,0.00088178174,0.000073228846,0.0037012126,0.00077937037,0.000122032194,0.0000024202532,0.000006960075,0.0182667],"genre_scores_gemma":[0.99712414,0.00017273663,0.000034536242,0.002444252,0.00017033474,0.000005682664,0.0000040793534,0.000004590224,0.000039638897],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99901545,0.000005917665,0.0005743082,0.000114525916,0.00019030194,0.000099493926],"domain_scores_gemma":[0.99824506,0.00032409444,0.00057924987,0.0001007366,0.0007455105,0.0000053220238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010841206,0.00011341345,0.00025521012,0.00036156655,0.00010244201,0.00011297832,0.0004631858,0.00006355599,0.000029608325],"category_scores_gemma":[0.00042773335,0.00007348351,0.00008606873,0.00013103982,0.0000759641,0.0006702873,0.0001414217,0.00038448814,0.000014804808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048351477,0.00014269288,0.6911886,0.00015518305,0.0013343166,0.000020584579,0.002916905,0.0022152092,0.00020152208,0.2951635,0.00021011673,0.005967879],"study_design_scores_gemma":[0.0028073108,0.000032989006,0.38046083,0.0018078032,0.00019426571,0.000023985393,0.014139831,0.009440575,0.0013221116,0.560947,0.028505158,0.00031811988],"about_ca_topic_score_codex":0.0002617637,"about_ca_topic_score_gemma":0.0004926844,"teacher_disagreement_score":0.31072775,"about_ca_system_score_codex":0.000085335356,"about_ca_system_score_gemma":0.000062426116,"threshold_uncertainty_score":0.29965708},"labels":[],"label_agreement":null},{"id":"W4411902954","doi":"10.21070/acopen.10.2025.10476","title":"Improving the Organizational Mechanisms of Domestic Tourism in The Socio-Economic Development of Regions as an Important Factor in Preserving the Environment","year":2025,"lang":"en","type":"article","venue":"Academia Open","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Factor (programming language); Business; Economic geography; Geography; Computer science","score_opus":0.022006621723930753,"score_gpt":0.2536314425618542,"score_spread":0.23162482083792346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411902954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99345315,0.00004383345,0.0005885748,0.003037825,0.0000723825,0.0007298891,0.0000025265233,0.000005921191,0.002065918],"genre_scores_gemma":[0.99834204,0.000011039432,0.00020540382,0.0012012806,0.00004333119,0.000061783394,0.0000150526175,0.000007993534,0.000112102985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99908394,0.000017219149,0.00047770402,0.00017278873,0.00009997177,0.00014838108],"domain_scores_gemma":[0.99923265,0.00018615826,0.00030933518,0.00025670306,0.000010516887,0.000004665541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012470825,0.00009916041,0.00014669808,0.00008227454,0.00017808874,0.00010871115,0.0013441518,0.00011027453,0.0002535969],"category_scores_gemma":[0.000087504646,0.00005501519,0.000022538146,0.00016403146,0.000037113125,0.000635186,0.0007057477,0.00032029764,0.000014094792],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000427182,0.00011193558,0.21558502,0.00014112903,0.00008452193,0.0000044044364,0.0044247513,0.0010500925,0.0010718345,0.7730656,0.0006271861,0.0037907767],"study_design_scores_gemma":[0.0010197649,0.000012544498,0.5614497,0.00017681126,0.00005033042,0.0000019661256,0.009313285,0.008197476,0.001674207,0.41077754,0.0070278784,0.00029847524],"about_ca_topic_score_codex":0.0016060526,"about_ca_topic_score_gemma":0.0003342245,"teacher_disagreement_score":0.3622881,"about_ca_system_score_codex":0.00007109112,"about_ca_system_score_gemma":0.00014246002,"threshold_uncertainty_score":0.27767083},"labels":[],"label_agreement":null},{"id":"W4411934567","doi":"10.32920/29464631","title":"A feminist framework for urban AI governance: addressing challenges for public–private partnerships","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Public administration; Business; Political science; Environmental planning; Geography; Finance","score_opus":0.2203805948115335,"score_gpt":0.3223778445303326,"score_spread":0.10199724971879909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411934567","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037549338,0.009104471,0.2211912,0.115684494,0.015588549,0.009607037,0.001041014,0.0025867315,0.62144154],"genre_scores_gemma":[0.89319766,0.0006117223,0.037981905,0.02929963,0.02012691,0.004878782,0.0015350641,0.00021940957,0.0121489335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976242,0.0000044889557,0.00056782906,0.0009407267,0.00017796144,0.0006847506],"domain_scores_gemma":[0.99782014,0.00052171026,0.0006763829,0.00075534795,0.00019701927,0.000029411647],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000830323,0.0005131618,0.0006612431,0.00019907867,0.00042291314,0.0018813863,0.00095123646,0.0007588751,0.00024241887],"category_scores_gemma":[0.00097006053,0.00047722532,0.00043873704,0.00014663095,0.000058112426,0.0006944248,0.0010339969,0.00067441,0.00004307761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009760157,0.000060846163,0.00207707,0.0046723313,0.0001600068,8.672582e-7,0.00005770337,0.000023452943,2.4035165e-7,0.93868613,0.034474403,0.019689336],"study_design_scores_gemma":[0.00039216684,0.000006349598,0.00033059137,0.00095668936,0.00009069334,2.1054926e-7,0.00011452555,0.004785245,0.000013806342,0.3469648,0.645877,0.00046790706],"about_ca_topic_score_codex":0.00003909814,"about_ca_topic_score_gemma":0.00011961096,"teacher_disagreement_score":0.8894427,"about_ca_system_score_codex":0.00008242858,"about_ca_system_score_gemma":0.00012822139,"threshold_uncertainty_score":0.99976796},"labels":[],"label_agreement":null},{"id":"W4411942793","doi":"10.32920/29464631.v1","title":"A feminist framework for urban AI governance: addressing challenges for public–private partnerships","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Public administration; Public–private partnership; Political science; Sociology; Business; General partnership; Finance","score_opus":0.2203805948115335,"score_gpt":0.3223778445303326,"score_spread":0.10199724971879909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411942793","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037549338,0.009104471,0.2211912,0.115684494,0.015588549,0.009607037,0.001041014,0.0025867315,0.62144154],"genre_scores_gemma":[0.89319766,0.0006117223,0.037981905,0.02929963,0.02012691,0.004878782,0.0015350641,0.00021940957,0.0121489335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976242,0.0000044889557,0.00056782906,0.0009407267,0.00017796144,0.0006847506],"domain_scores_gemma":[0.99782014,0.00052171026,0.0006763829,0.00075534795,0.00019701927,0.000029411647],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000830323,0.0005131618,0.0006612431,0.00019907867,0.00042291314,0.0018813863,0.00095123646,0.0007588751,0.00024241887],"category_scores_gemma":[0.00097006053,0.00047722532,0.00043873704,0.00014663095,0.000058112426,0.0006944248,0.0010339969,0.00067441,0.00004307761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009760157,0.000060846163,0.00207707,0.0046723313,0.0001600068,8.672582e-7,0.00005770337,0.000023452943,2.4035165e-7,0.93868613,0.034474403,0.019689336],"study_design_scores_gemma":[0.00039216684,0.000006349598,0.00033059137,0.00095668936,0.00009069334,2.1054926e-7,0.00011452555,0.004785245,0.000013806342,0.3469648,0.645877,0.00046790706],"about_ca_topic_score_codex":0.00003909814,"about_ca_topic_score_gemma":0.00011961096,"teacher_disagreement_score":0.8894427,"about_ca_system_score_codex":0.00008242858,"about_ca_system_score_gemma":0.00012822139,"threshold_uncertainty_score":0.99976796},"labels":[],"label_agreement":null},{"id":"W4413062948","doi":"10.1145/3715335.3737685","title":"(Re)working for Sustainable Futures: Climate Change and Platform Economies","year":2025,"lang":"en","type":"article","venue":"Deep Blue (University of Michigan)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Futures contract; Climate change; Sustainable development; Business; Natural resource economics; Economics; Political science; Geology; Oceanography; Finance","score_opus":0.020987785509360927,"score_gpt":0.18763616733988067,"score_spread":0.16664838183051975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413062948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771115,0.00025608233,0.0005050726,0.00045017392,0.00014734277,0.00031146736,0.000004389704,0.000056285862,0.021157645],"genre_scores_gemma":[0.99780357,0.00010534798,0.00033650122,0.0007309483,0.00022272505,0.000001869698,0.000033894306,0.000008338259,0.00075681607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99942017,0.0000010352157,0.000089738314,0.00019596814,0.000030247853,0.00026283707],"domain_scores_gemma":[0.99963033,0.00005371392,0.00012391737,0.00012662858,0.000055444252,0.000009963168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019002802,0.000106928346,0.00019070641,0.00027863798,0.000483304,0.0000891439,0.00019343501,0.00008105474,0.00006894585],"category_scores_gemma":[0.000014481909,0.0001282872,0.000069052025,0.00014343663,0.00005063626,0.0012879262,0.00024545626,0.00006583171,0.0000149674015],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068314327,0.0000899597,0.017253902,0.0033207892,0.0002757485,0.000030515976,0.025106583,0.00011943585,0.000020874655,0.89575076,0.000836749,0.05651156],"study_design_scores_gemma":[0.002724948,0.000028287122,0.01837962,0.00024142947,0.00025235704,0.0000010533746,0.50030416,0.016828582,0.000046305075,0.03006318,0.43061748,0.0005125624],"about_ca_topic_score_codex":0.00037636762,"about_ca_topic_score_gemma":0.021785352,"teacher_disagreement_score":0.86568755,"about_ca_system_score_codex":0.00001706122,"about_ca_system_score_gemma":0.000009811394,"threshold_uncertainty_score":0.99606454},"labels":[],"label_agreement":null},{"id":"W4413133256","doi":"10.37547/tajet/volume07issue08-05","title":"From Concierge to Cloud: Reimagining Hospitality Through SaaS-Driven Experiences","year":2025,"lang":"en","type":"article","venue":"The American Journal of Engineering And Technology","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nickel Institute","funders":"","keywords":"Software as a service; Hospitality; Cloud computing; Business; Personalization; Hospitality industry; Process management; Boosting (machine learning); Marketing; Computer science; Software; Tourism; Software development","score_opus":0.0064659751790864485,"score_gpt":0.21741333224214196,"score_spread":0.2109473570630555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413133256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862288,0.00018874214,0.006112524,0.0061621093,0.0005854575,0.00004149591,6.9544296e-7,0.000068401205,0.00061177916],"genre_scores_gemma":[0.9972557,0.000018856395,0.0015829486,0.0007175663,0.00039539716,0.00000569057,4.287968e-7,0.0000063078696,0.000017135824],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945927,0.000002152005,0.00021670733,0.000109466804,0.000055131084,0.00015727986],"domain_scores_gemma":[0.9995148,0.000065251406,0.00019596846,0.0001550933,0.00006031315,0.000008560052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016089978,0.00009810907,0.00024737083,0.0002180877,0.000075094234,0.00007203419,0.000336621,0.000027918157,0.000011564733],"category_scores_gemma":[0.00015313708,0.000062176136,0.000034124307,0.00060468976,0.00013660968,0.00027276878,0.00013602649,0.0002323292,0.0000050245335],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006127642,0.00019494086,0.19192259,0.00019858289,0.0015141666,0.00019065605,0.01315665,0.019804206,0.006410815,0.24648485,0.0136736045,0.5058362],"study_design_scores_gemma":[0.002215455,0.0006165426,0.044523723,0.0011991713,0.00044070196,0.00013351782,0.12832363,0.028668342,0.0042809495,0.11177272,0.6762797,0.0015455446],"about_ca_topic_score_codex":0.00023886355,"about_ca_topic_score_gemma":0.0000019791053,"teacher_disagreement_score":0.6626061,"about_ca_system_score_codex":0.000013295321,"about_ca_system_score_gemma":0.000014075072,"threshold_uncertainty_score":0.25354692},"labels":[],"label_agreement":null},{"id":"W4413224165","doi":"10.1080/0267257x.2025.2545538","title":"Consumers living with dementia: a scoping review of overlooked marketplace experiences","year":2025,"lang":"en","type":"article","venue":"Journal of Marketing Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dementia; Business; Marketing; Public relations; Internet privacy; Psychology; Sociology; Political science; Medicine; Computer science","score_opus":0.00905907836692377,"score_gpt":0.23172009229951326,"score_spread":0.2226610139325895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413224165","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41552734,0.055203624,0.003718022,0.0015711407,0.0018665525,0.0016974037,7.6991313e-7,0.00009168458,0.52032346],"genre_scores_gemma":[0.9722571,0.016301004,0.005192566,0.004700754,0.00030480386,0.00006035377,0.0000024517055,0.000036091584,0.0011448824],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99835,0.000047152822,0.00083968625,0.00018627572,0.00033865057,0.00023818448],"domain_scores_gemma":[0.99787855,0.0004494235,0.0012537206,0.00020187857,0.00020216042,0.000014283516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058916626,0.00017573798,0.00043580215,0.000439956,0.00012654753,0.00014626264,0.00038895113,0.000031641437,0.00090026454],"category_scores_gemma":[0.00060232927,0.00013761305,0.00013349287,0.00048913195,0.000058152225,0.0008336489,0.00025038252,0.0001401244,0.00000671522],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023350576,0.0005675633,0.35816815,0.44269842,0.004573608,0.00023179161,0.00047042946,0.00022855864,0.00003450121,0.0059924056,0.060370926,0.124328576],"study_design_scores_gemma":[0.0017185147,0.000054417553,0.06964835,0.8962181,0.0015060981,0.00002083803,0.007368416,0.00046417376,0.000042140902,0.00020589273,0.02219157,0.0005614476],"about_ca_topic_score_codex":0.000017451628,"about_ca_topic_score_gemma":0.000011884747,"teacher_disagreement_score":0.55672973,"about_ca_system_score_codex":0.000036012632,"about_ca_system_score_gemma":0.00005373882,"threshold_uncertainty_score":0.98572654},"labels":[],"label_agreement":null},{"id":"W4413296571","doi":"10.1016/j.ijresmar.2025.08.001","title":"Between sharing and hiding: How consumers shade knowledge","year":2025,"lang":"en","type":"article","venue":"International Journal of Research in Marketing","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Carleton University","funders":"","keywords":"Business; Advertising; Marketing","score_opus":0.0973572364599606,"score_gpt":0.3860035569000649,"score_spread":0.2886463204401043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413296571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.942352,0.0004945976,0.000086745604,0.0061440356,0.0006033523,0.00007953411,0.0000010323652,0.000011563671,0.050227113],"genre_scores_gemma":[0.9982925,0.00008608426,0.00014245864,0.00008861129,0.0008990168,0.0000024560948,0.0000024829633,0.0000073353076,0.00047905723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989098,0.00003244017,0.00032470527,0.00015943966,0.0003312709,0.00024238513],"domain_scores_gemma":[0.9982032,0.0009975027,0.00018095772,0.000072096875,0.00052840187,0.000017848131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008032055,0.00008018852,0.00015867961,0.0016677651,0.00010315526,0.0007656463,0.00060173305,0.000054395758,0.000056779583],"category_scores_gemma":[0.0022408282,0.000074004034,0.00004955275,0.00039065126,0.00007664759,0.0011205241,0.0005112609,0.0005498806,0.000009580328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119503726,0.000017857472,0.9432934,0.000115657116,0.000080722835,0.000048119375,0.000031931762,0.0000057857687,0.000045760662,0.003967483,0.0013253661,0.050948434],"study_design_scores_gemma":[0.0021670987,0.000014033599,0.7545831,0.004038898,0.00002587374,0.000028060125,0.0016510797,0.009329484,0.00012412772,0.033081032,0.19469848,0.00025871387],"about_ca_topic_score_codex":0.00007484798,"about_ca_topic_score_gemma":0.000032032516,"teacher_disagreement_score":0.19337311,"about_ca_system_score_codex":0.00011715321,"about_ca_system_score_gemma":0.00006047288,"threshold_uncertainty_score":0.73831445},"labels":[],"label_agreement":null},{"id":"W4413498496","doi":"10.64628/aam.gkd7r54nd","title":"The shift from owning to renting goods is ushering in a new era of consumerism","year":2023,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Toronto Metropolitan University","funders":"","keywords":"Consumerism; Renting; Rental housing; Business; Commerce; Economics; Political science; Market economy; Law","score_opus":0.030844773932618495,"score_gpt":0.2368201608182892,"score_spread":0.20597538688567069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413498496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97818553,0.000035909237,0.00017816458,0.0024359147,0.000295821,0.000111649606,0.000001081208,0.00011050989,0.018645406],"genre_scores_gemma":[0.9974257,0.000005917096,0.00028700446,0.0009921495,0.000301988,0.0000054705074,0.000008553003,0.000013457828,0.00095978205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992274,0.0000018248243,0.00026751828,0.00017491935,0.00008569431,0.00024263113],"domain_scores_gemma":[0.99956125,0.00014159041,0.00009660239,0.00017831045,0.000011161213,0.000011114639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033858643,0.00009221097,0.00013752173,0.000108655804,0.00011523604,0.00024591174,0.00022009386,0.00003751428,0.0004789405],"category_scores_gemma":[0.00010317782,0.0000684546,0.000044079923,0.0005416583,0.000011144871,0.0004933961,0.00023666816,0.00012497339,0.0005124924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031526237,0.00001005225,0.8643363,0.0000466822,0.00004566706,0.000006846549,0.0011148126,0.00022672245,0.00024318768,0.0075073857,0.009481859,0.11694894],"study_design_scores_gemma":[0.0006862808,0.00000535696,0.831196,0.00032075355,0.000021456703,2.1972741e-7,0.001643639,0.013355921,0.00056749507,0.026000073,0.12584308,0.0003597152],"about_ca_topic_score_codex":0.013762347,"about_ca_topic_score_gemma":0.0023925025,"teacher_disagreement_score":0.116589226,"about_ca_system_score_codex":0.000008800131,"about_ca_system_score_gemma":0.000016744629,"threshold_uncertainty_score":0.9928051},"labels":[],"label_agreement":null},{"id":"W4413537253","doi":"10.64628/aam.d79tsfcus","title":"Finding joy in caregiving: Baby boomers find purpose in shopping for those they look after","year":2024,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Baby boomers; Psychology; Advertising; Gerontology; Business; Economics; Demographic economics; Medicine","score_opus":0.03302006442534069,"score_gpt":0.2540745324456998,"score_spread":0.22105446802035908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413537253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9455518,0.00049600657,0.00050380215,0.0006875534,0.00076868193,0.00057528,0.0000043089085,0.00015050324,0.051262036],"genre_scores_gemma":[0.9958977,0.000012390506,0.00014800916,0.0008749276,0.00043850002,0.0001484701,0.00002060749,0.000029558227,0.0024298555],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890774,0.0000024654057,0.00027989145,0.00034995264,0.00007837385,0.00038157235],"domain_scores_gemma":[0.9996508,0.00013273167,0.000039572747,0.0001505832,0.000015829311,0.0000105358795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052474096,0.00017023976,0.00018723923,0.0006263437,0.00005299164,0.00058199646,0.00016865728,0.0000921648,0.0005190383],"category_scores_gemma":[0.00006697236,0.00014679777,0.00008936832,0.0003022194,0.0000135651535,0.001693885,0.00012012225,0.00017558015,0.00019284704],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025001285,0.00012565566,0.8059534,0.0028376768,0.0000911306,0.0002974717,0.002629883,0.0012213156,0.0002227285,0.062276624,0.0074799503,0.11661416],"study_design_scores_gemma":[0.0029744783,0.00003852119,0.15261325,0.0043010553,0.000105563624,0.0000100784155,0.0059586777,0.17732964,0.00018331532,0.052688465,0.6015749,0.0022220644],"about_ca_topic_score_codex":0.0006586926,"about_ca_topic_score_gemma":0.0042869146,"teacher_disagreement_score":0.65334016,"about_ca_system_score_codex":0.00007241425,"about_ca_system_score_gemma":0.000025106356,"threshold_uncertainty_score":0.59862393},"labels":[],"label_agreement":null},{"id":"W4413749188","doi":"10.64628/aam.qy7t6r6sh","title":"Airbnb’s adverse impact on urban housing markets","year":2019,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business","score_opus":0.011048591043440947,"score_gpt":0.20819766094718442,"score_spread":0.19714906990374348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413749188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6419946,0.0000043199925,0.000012261679,0.00007565141,0.00032637527,0.000105497864,5.0653273e-7,0.00011552355,0.35736525],"genre_scores_gemma":[0.9925317,9.678993e-7,0.00003516866,0.0025765663,0.0005843749,0.0000023024982,0.00001555626,0.000019074785,0.0042342814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99931675,0.0000013592447,0.00013160754,0.00020703537,0.000095684634,0.0002475486],"domain_scores_gemma":[0.9996115,0.000033889617,0.00008018952,0.00023989956,0.00002344376,0.000011098998],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019418806,0.00014493828,0.00013724349,0.00016040668,0.00006967432,0.0001466383,0.00014656814,0.000054165783,0.009505742],"category_scores_gemma":[0.000017276474,0.00010377963,0.00010662955,0.00014498296,0.000008762613,0.0011847601,0.00006972003,0.00009806887,0.011148444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024868856,0.000077795994,0.9172641,0.0000939626,0.00006183269,0.00001204539,0.000033042794,0.0005292035,0.0000540872,0.017788688,0.054180652,0.009655901],"study_design_scores_gemma":[0.001175835,0.00003025859,0.7915009,0.0000983502,0.000028533994,0.0000020912562,0.00018020543,0.015206517,0.00008767492,0.0020359934,0.1890877,0.0005659206],"about_ca_topic_score_codex":0.00038549627,"about_ca_topic_score_gemma":0.000019699502,"teacher_disagreement_score":0.35313097,"about_ca_system_score_codex":0.000032492342,"about_ca_system_score_gemma":0.000010298545,"threshold_uncertainty_score":0.9913997},"labels":[],"label_agreement":null},{"id":"W4413751356","doi":"10.1016/j.ejor.2025.08.015","title":"Partial vertical ownership cooperation between manufacturers and sharing economy platforms","year":2025,"lang":"en","type":"article","venue":"European Journal of Operational Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Natural Science Basic Research Program of Shaanxi Province; National Natural Science Foundation of China; Chengdu University of Information Technology","keywords":"Sharing economy; Business; Industrial organization; Gig economy; Vertical integration; Computer science; Commerce; Market economy; Economics; Service economy; World Wide Web","score_opus":0.1015149502540236,"score_gpt":0.32354393896012984,"score_spread":0.22202898870610624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413751356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9208096,0.000069981535,0.0015626593,0.003042609,0.00018549759,0.00012824604,0.0000010746768,0.000012132046,0.07418817],"genre_scores_gemma":[0.99697137,0.000008739066,0.00011044192,0.0008074904,0.0015977512,0.0000016906989,0.000018753686,0.000012019363,0.0004717327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886274,0.00002575179,0.0004478846,0.00018423407,0.00023614557,0.00024323544],"domain_scores_gemma":[0.9992456,0.00016467055,0.00006207599,0.00011105725,0.00037962073,0.00003700396],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0037656373,0.00010319513,0.0001606942,0.00045742176,0.00040148728,0.0010493945,0.0003175185,0.000032654174,0.00028751354],"category_scores_gemma":[0.00043264515,0.000077731136,0.000048517955,0.00020639843,0.00009365743,0.0019045692,0.0002110009,0.00049459806,0.00017137076],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062208733,0.000116784424,0.3153856,0.00024153003,0.00033719288,0.00016280533,0.00026253404,0.002227247,0.0004947784,0.62619156,0.021140974,0.032816883],"study_design_scores_gemma":[0.00454422,0.0002322037,0.44105953,0.00049690454,0.00010749735,0.0000469521,0.00058252405,0.017129136,0.002522983,0.037891943,0.4947488,0.0006372829],"about_ca_topic_score_codex":0.00001147318,"about_ca_topic_score_gemma":0.0000043059053,"teacher_disagreement_score":0.58829963,"about_ca_system_score_codex":0.00005052266,"about_ca_system_score_gemma":0.00008676623,"threshold_uncertainty_score":0.9999876},"labels":[],"label_agreement":null},{"id":"W4413873695","doi":"10.1080/0267257x.2025.2549741","title":"Platform capture: a review of the state of the art of research on platforms and a research agenda","year":2025,"lang":"en","type":"article","venue":"Journal of Marketing Management","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"State (computer science); Business; Political science; Data science; Process management; Knowledge management; Marketing; Computer science","score_opus":0.07006949231512907,"score_gpt":0.3371585158669771,"score_spread":0.26708902355184805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413873695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7683608,0.00462867,0.000026884612,0.0046740077,0.00067869306,0.0012725656,0.0000055573523,0.000008373979,0.22034444],"genre_scores_gemma":[0.9892481,0.0048341136,0.0001198942,0.0010195883,0.00012610176,0.000010989903,0.0000011231161,0.000016405584,0.004623669],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974446,0.00008879085,0.00094096526,0.00016471455,0.0010589862,0.000301906],"domain_scores_gemma":[0.99708664,0.00084104063,0.0009496145,0.0004710503,0.0006390971,0.000012529073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026912354,0.00012671512,0.00036759765,0.0006665393,0.00021405943,0.00007050058,0.0008823473,0.000042417763,0.00008408],"category_scores_gemma":[0.0015464339,0.00006738346,0.00019834466,0.0014039131,0.00023353077,0.0003463333,0.0010209795,0.0006510694,0.000004167789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051881666,0.0008863574,0.05384229,0.16714917,0.0019189871,0.00005934758,0.0006782524,0.00066430337,0.00027338907,0.071863696,0.49874446,0.19873157],"study_design_scores_gemma":[0.0029160401,0.00015794171,0.3673333,0.1389077,0.00041863942,0.000016464137,0.0030596221,0.0009206239,0.00128017,0.060901474,0.42370164,0.00038637838],"about_ca_topic_score_codex":0.000065568835,"about_ca_topic_score_gemma":0.000028305843,"teacher_disagreement_score":0.313491,"about_ca_system_score_codex":0.00006317064,"about_ca_system_score_gemma":0.000069816946,"threshold_uncertainty_score":0.9327339},"labels":[],"label_agreement":null},{"id":"W4413882296","doi":"10.61701/450843.676","title":"The Two Faces of Airbnb Disruption: Licensed Accommodations Perspective on Contrasting Impacts on Community in Nova Scotia","year":2025,"lang":"en","type":"article","venue":"ICHRIE Research Reports","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Nova (rocket); Perspective (graphical); Business; Geography; Environmental science; Aeronautics; Computer science; Engineering; Archaeology","score_opus":0.10395618530662147,"score_gpt":0.40470489372488977,"score_spread":0.3007487084182683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413882296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8098984,0.00008574709,0.00001498218,0.0018846948,0.00020494798,0.00040741073,0.0000020367088,0.00003257807,0.18746921],"genre_scores_gemma":[0.99938697,0.000008526812,0.000010126886,0.00020652972,0.0001474931,0.000017664106,0.000014369353,0.000009734585,0.00019857337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984509,0.000077692435,0.00043149348,0.00021768003,0.00043589977,0.00038637736],"domain_scores_gemma":[0.9968058,0.0016874893,0.00024084833,0.0005936294,0.00065517967,0.000017084094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053287167,0.00012433372,0.00019636833,0.00048638336,0.000742686,0.0003850257,0.00028643574,0.000056794925,0.000078992474],"category_scores_gemma":[0.0055648666,0.000090669,0.000060346174,0.0009491899,0.00018142068,0.00057401264,0.00023686091,0.0008658939,0.000046812846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092667644,0.0013471267,0.55967253,0.00048356006,0.00029154192,0.00030889423,0.0018619938,0.0027478666,0.00086162647,0.39104512,0.013101345,0.02735172],"study_design_scores_gemma":[0.0012723904,0.000103503575,0.8970774,0.0014781723,0.000024508341,0.000011022832,0.012382761,0.0024763697,0.001343505,0.070658706,0.012852933,0.00031874474],"about_ca_topic_score_codex":0.025096923,"about_ca_topic_score_gemma":0.027585495,"teacher_disagreement_score":0.33740485,"about_ca_system_score_codex":0.00022745937,"about_ca_system_score_gemma":0.00019179744,"threshold_uncertainty_score":0.99015856},"labels":[],"label_agreement":null},{"id":"W4414215197","doi":"10.1108/ijes-11-2024-0069","title":"Analyzing vehicle-sharing challenges in disaster relief operations using the fuzzy DEMATEL method","year":2025,"lang":"en","type":"article","venue":"International Journal of Emergency Services","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Global Health Research; Dalhousie University","funders":"","keywords":"Incentive; Leverage (statistics); Government (linguistics); Fuzzy logic; Key (lock); Empirical research","score_opus":0.06428251962468398,"score_gpt":0.33703836737280163,"score_spread":0.2727558477481177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414215197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766843,0.0023379682,0.0019523486,0.005571543,0.003584922,0.00008784345,0.0000015676019,0.000014933615,0.009764573],"genre_scores_gemma":[0.99679554,0.00060530286,0.0008130611,0.00059930905,0.0010913984,0.000003176171,0.000003979757,0.000009457083,0.00007877736],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891716,0.000010668977,0.00061154447,0.0001443605,0.00018052763,0.00013573782],"domain_scores_gemma":[0.99923396,0.000045143985,0.0002842289,0.00012724141,0.0003015573,0.000007861538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079053035,0.0001120729,0.0001579785,0.00046890404,0.00011333974,0.00021854346,0.0008102041,0.000045157183,0.00020735184],"category_scores_gemma":[0.000042656986,0.00008050667,0.000107497195,0.00026428574,0.000007493244,0.0018530949,0.00021691342,0.0001865864,0.000012454934],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020611644,0.00029847454,0.6558979,0.000521662,0.001065678,0.000054870623,0.0023934601,0.1592984,0.0019512376,0.14724992,0.0002087879,0.030853482],"study_design_scores_gemma":[0.0016526884,0.0000187088,0.20364214,0.0020637405,0.0003048552,0.000035871886,0.008807376,0.6199706,0.00025986516,0.13143621,0.031199813,0.0006080795],"about_ca_topic_score_codex":0.00071067706,"about_ca_topic_score_gemma":0.0016717887,"teacher_disagreement_score":0.46067223,"about_ca_system_score_codex":0.000041479063,"about_ca_system_score_gemma":0.000019137346,"threshold_uncertainty_score":0.32829663},"labels":[],"label_agreement":null},{"id":"W4414477657","doi":"10.54254/2754-1169/2025.lh27240","title":"Comparison and Optimization Strategies of Airbnb Rental Prediction Models: An Empirical Study Based on Linear Regression, XGBoost and Random Forest","year":2025,"lang":"en","type":"article","venue":"Advances in Economics Management and Political Sciences","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Random forest; Renting; Leverage (statistics); Interpretability; Empirical research; Revenue; Decision tree; Linear regression; Linear model","score_opus":0.03147512999472202,"score_gpt":0.32063399514426744,"score_spread":0.2891588651495454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414477657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548049,0.00018148393,0.0055028847,0.00030061186,0.00015782172,0.00037413958,0.000003707855,0.000023902085,0.03865057],"genre_scores_gemma":[0.9985086,0.00018030746,0.00094956707,0.0002675924,0.000049571237,0.000014640101,0.000011671665,0.0000032235814,0.000014858071],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991454,0.000010327669,0.00029066112,0.0003127377,0.00005819016,0.00018266607],"domain_scores_gemma":[0.9996924,0.000099048404,0.000089674904,0.00008525672,0.000013782255,0.00001984548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040103283,0.00011349512,0.00019802035,0.00027100605,0.00017037307,0.00021595917,0.00010665141,0.00003349772,0.0000058903433],"category_scores_gemma":[0.000015838104,0.00009092792,0.000013163352,0.00014018573,0.00025173757,0.0022192302,0.00010071869,0.000057952897,3.1634454e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008926475,0.00011340464,0.508526,0.0000664327,0.0000051019124,3.8429835e-7,0.000028166858,0.26602006,3.6164483e-8,0.2218863,0.000005666911,0.0032591324],"study_design_scores_gemma":[0.0010252068,0.00009606934,0.05744838,0.00006504479,0.000021217804,1.2270702e-7,0.003098827,0.8786181,0.0000011413437,0.059152137,0.00039081153,0.0000828951],"about_ca_topic_score_codex":0.000084294414,"about_ca_topic_score_gemma":0.00028641193,"teacher_disagreement_score":0.61259806,"about_ca_system_score_codex":0.000015095642,"about_ca_system_score_gemma":0.000010039366,"threshold_uncertainty_score":0.37079328},"labels":[],"label_agreement":null},{"id":"W4415186428","doi":"10.1016/j.jdeveco.2025.103665","title":"Digital revitalization or useless effort? Public e-commerce support and local specialty sales","year":2025,"lang":"en","type":"article","venue":"Journal of Development Economics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Government of Saskatchewan; Concordia University; Université Laval","funders":"Fudan University; Université Laval","keywords":"Specialty; Key (lock); Website design; The Internet","score_opus":0.024024650417543703,"score_gpt":0.21962098556633175,"score_spread":0.19559633514878805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415186428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645453,0.000066899396,0.0052683703,0.0011707173,0.000861964,0.00013490225,0.000002489279,0.000023950442,0.027925422],"genre_scores_gemma":[0.9961308,0.00011173506,0.00060463604,0.0015908682,0.00045437404,0.000002073833,0.000049455757,0.000014266833,0.0010417838],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990173,0.0000011390711,0.00063565973,0.00012728832,0.0000511749,0.00016746265],"domain_scores_gemma":[0.99930656,0.000037713136,0.00045999748,0.000079831516,0.00009327072,0.000022608629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039045003,0.00013077127,0.0002659889,0.0003296182,0.00011993525,0.00076554745,0.00019079901,0.00006337038,0.00010062186],"category_scores_gemma":[0.00005719861,0.000108736276,0.000048630023,0.0001332636,0.000035782457,0.0028539249,0.00013094717,0.00010094921,0.000054245218],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001296181,0.000086496766,0.6937001,0.00020023361,0.00020785512,0.000013043399,0.00006064451,0.00006838776,7.3561216e-7,0.04638871,0.0061255023,0.25301868],"study_design_scores_gemma":[0.000706651,0.000010737784,0.07255927,0.00009621265,0.000025822092,0.000024185976,0.00021424479,0.0003705192,0.000027508202,0.0025259615,0.9232418,0.00019711614],"about_ca_topic_score_codex":0.0000016871429,"about_ca_topic_score_gemma":0.0000813152,"teacher_disagreement_score":0.9171163,"about_ca_system_score_codex":0.00010632397,"about_ca_system_score_gemma":0.00024886805,"threshold_uncertainty_score":0.73821914},"labels":[],"label_agreement":null},{"id":"W4415199061","doi":"","title":"An exploratory study of bi-residential and delegated consumption: Structured Abstract","year":2025,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Exploratory research; Qualitative research; Context (archaeology); Semi-structured interview","score_opus":0.018290760298275685,"score_gpt":0.2324779810329526,"score_spread":0.21418722073467694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415199061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99148214,0.00011388035,0.0012477296,0.000402113,0.00012635262,0.00023475163,0.000003824286,0.00009957503,0.006289639],"genre_scores_gemma":[0.9990459,0.000019572944,0.00037208275,0.000093695504,0.000022926797,0.000013040953,0.000060686758,0.000009650753,0.00036245715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903685,0.00013126085,0.00029928953,0.00028004323,0.000120171346,0.00013238454],"domain_scores_gemma":[0.9984586,0.00019273863,0.00022728147,0.0005596125,0.00054309994,0.000018623487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014429659,0.0001214483,0.00016508445,0.00022842482,0.00024199986,0.00034895414,0.00034188636,0.00006380069,0.00021860734],"category_scores_gemma":[0.00019482785,0.00011123555,0.000031654465,0.00028285896,0.0000840239,0.0008428731,0.00018018649,0.000121008175,0.000015803711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014778915,0.0021184722,0.7127522,0.0006245533,0.0002806919,0.000011194748,0.0089125205,0.00013041607,0.009477173,0.1647574,0.0015757617,0.0992118],"study_design_scores_gemma":[0.0029681758,0.0000010769583,0.9518848,0.00059326965,0.00013882371,0.00000226513,0.002812401,0.010494423,0.01455602,0.008779283,0.0072934115,0.00047605197],"about_ca_topic_score_codex":0.0012087913,"about_ca_topic_score_gemma":0.007951526,"teacher_disagreement_score":0.23913257,"about_ca_system_score_codex":0.000012693809,"about_ca_system_score_gemma":0.00003242178,"threshold_uncertainty_score":0.45360544},"labels":[],"label_agreement":null},{"id":"W4415250157","doi":"10.1145/3757520","title":"Users' Strategies for Ensuring Trust, Privacy, and Safety on Facebook Marketplace: Challenges and Recommendations","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Harm; Trustworthiness; Payment; Information privacy; Safeguard; Anonymity; Key (lock); Balance (ability)","score_opus":0.061018775464775334,"score_gpt":0.2979051142357212,"score_spread":0.23688633877094586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415250157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9491965,0.000036137248,0.00008218913,0.0070152855,0.00070336595,0.0007246994,0.0000026406801,0.00008291497,0.04215625],"genre_scores_gemma":[0.9979352,0.00007577859,0.0005188893,0.0006380348,0.00035072537,0.000056070337,0.000004651634,0.000012246673,0.0004084363],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935114,0.0000016958004,0.00021693185,0.00025217564,0.000058222668,0.00011983852],"domain_scores_gemma":[0.9993814,0.00015574736,0.00022306918,0.00014824882,0.00008531289,0.0000062093204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028121826,0.00013862671,0.00015201021,0.00020804473,0.0002800721,0.00033226502,0.00031559265,0.000053407926,0.00001916337],"category_scores_gemma":[0.00009032619,0.000109616565,0.00004964513,0.000053178144,0.000027804846,0.0011946296,0.00038431026,0.00014498873,0.0000033195874],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001291611,0.00021451381,0.004767098,0.002819723,0.00031323745,1.9607855e-7,0.0021210434,0.000078893856,0.0009789002,0.57299644,0.025831208,0.38858712],"study_design_scores_gemma":[0.003529411,0.0002589579,0.19062456,0.004174152,0.00022073938,0.0000080852615,0.006204226,0.020456726,0.0038118854,0.28351685,0.48637992,0.00081447395],"about_ca_topic_score_codex":0.000011441375,"about_ca_topic_score_gemma":0.000008070574,"teacher_disagreement_score":0.4605487,"about_ca_system_score_codex":0.000030426827,"about_ca_system_score_gemma":0.000004589214,"threshold_uncertainty_score":0.44700336},"labels":[],"label_agreement":null},{"id":"W4415717600","doi":"10.1016/j.trd.2025.105070","title":"Replacing monetary with social incentives for community-based home charger owners’ sharing adoption","year":2025,"lang":"en","type":"article","venue":"Transportation Research Part D Transport and Environment","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal; Université du Québec à Montréal","funders":"National Natural Science Foundation of China","keywords":"Incentive; Interpersonal ties; Incentive program; Social benefits; Strong ties","score_opus":0.06734255416037185,"score_gpt":0.2762778126308043,"score_spread":0.20893525847043246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415717600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913931,0.00004596831,0.005709948,0.000975219,0.000058772264,0.0006939303,0.000037659167,0.00006686548,0.0010185747],"genre_scores_gemma":[0.99697775,0.00004396737,0.00022599379,0.00039041936,0.00011961779,0.00025964904,0.0016528007,0.00002054168,0.00030924406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872494,0.000011235594,0.00030105584,0.0003348659,0.00025695466,0.00037096327],"domain_scores_gemma":[0.99960464,0.000069482085,0.00007785941,0.00018357202,0.000041580257,0.000022847162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010137684,0.00017371283,0.00021101601,0.00028274392,0.0010116684,0.00008633878,0.0001582639,0.00008732154,0.00015633882],"category_scores_gemma":[0.000002103745,0.00015263524,0.000071506176,0.00021614523,0.00017453646,0.00064533355,0.000007448118,0.00035537704,0.000012806855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012712933,0.0002879225,0.9791879,0.0014796511,0.00013531776,0.000009918105,0.00097423827,0.0024139609,0.00019723008,0.009515479,0.00029729636,0.004229784],"study_design_scores_gemma":[0.0018775918,0.000045254565,0.93346304,0.00016227114,0.00009675906,7.820291e-8,0.0008441392,0.001473263,0.0001289165,0.002647724,0.05900489,0.00025606612],"about_ca_topic_score_codex":0.00060926523,"about_ca_topic_score_gemma":0.0005684581,"teacher_disagreement_score":0.058707595,"about_ca_system_score_codex":0.000038305,"about_ca_system_score_gemma":0.000019868607,"threshold_uncertainty_score":0.7781037},"labels":[],"label_agreement":null},{"id":"W4415828718","doi":"10.24124/2025/30590","title":"A token-based local help platform with NLP support","year":2025,"lang":"","type":"dissertation","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Matching (statistics); Order (exchange); Database transaction; Personalization; Population; Flexibility (engineering)","score_opus":0.01669793059399458,"score_gpt":0.21698547100208349,"score_spread":0.2002875404080889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415828718","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11468472,0.00014786783,0.014627336,0.0004786551,0.0030741894,0.001842426,0.00003949281,0.0004962707,0.86460906],"genre_scores_gemma":[0.8801453,0.000024128767,0.00030990868,0.0059287157,0.0009638349,0.00018675889,0.009910071,0.000108098415,0.10242318],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961745,0.0000035059213,0.0010934396,0.0011780839,0.0005451202,0.0010053284],"domain_scores_gemma":[0.99769455,0.00015285157,0.0008320854,0.0007302598,0.0005282057,0.00006204343],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004928365,0.0011082591,0.0010217867,0.0011580508,0.00067020016,0.0014778617,0.00080069806,0.00079121796,0.024178997],"category_scores_gemma":[0.000052951513,0.0009192318,0.00037853522,0.0010848189,0.00009098454,0.0027723087,0.00012345782,0.0008109394,0.0027179688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014993088,0.0026094012,0.12880276,0.04286514,0.0034147322,0.0008332403,0.00069315213,0.011311374,0.000027350647,0.13850428,0.0968639,0.5590816],"study_design_scores_gemma":[0.010513606,0.00053709757,0.018196343,0.006086568,0.0028902527,0.000014038974,0.012105397,0.16599062,0.0019534498,0.003835536,0.7715009,0.0063762143],"about_ca_topic_score_codex":0.002501436,"about_ca_topic_score_gemma":0.006348579,"teacher_disagreement_score":0.76546055,"about_ca_system_score_codex":0.00015050273,"about_ca_system_score_gemma":0.0008963153,"threshold_uncertainty_score":0.9995587},"labels":[],"label_agreement":null},{"id":"W4416070017","doi":"10.1016/j.cities.2025.106644","title":"Scale and jurisdiction in urban governance: Implications of the Uber regulations saga","year":2025,"lang":"en","type":"article","venue":"Cities","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; York University","funders":"","keywords":"Jurisdiction; Disadvantage; Scale (ratio); Local government; Strengths and weaknesses; Government (linguistics); Capital (architecture)","score_opus":0.011705900874735744,"score_gpt":0.20506079386778772,"score_spread":0.19335489299305197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416070017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91855377,0.00010025227,0.000027025571,0.0019464089,0.00013073668,0.000075617514,0.0000039565734,0.0000143055495,0.07914795],"genre_scores_gemma":[0.9967301,0.000010165664,0.000010908252,0.000316964,0.000064510816,0.00001217436,0.0000037916775,0.0000019340123,0.0028494727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99977636,9.686788e-7,0.00009234488,0.00005934652,0.000022730776,0.000048220205],"domain_scores_gemma":[0.9998091,0.00001799414,0.000050671915,0.00010245534,0.000018583987,0.0000012239711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005361084,0.000031970987,0.00004799094,0.00004400277,0.000084897154,0.000035553825,0.000059751943,0.000015230537,0.00003549901],"category_scores_gemma":[0.000015167269,0.000022480615,0.000016311109,0.00017806995,0.000043928918,0.00029907015,0.00004774372,0.0000343905,0.0000029943171],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022011855,0.0000066746,0.8324765,0.000038757815,0.000003638808,1.7026212e-8,0.000069192625,0.000023923358,0.000021128935,0.15959662,0.004564296,0.0031970644],"study_design_scores_gemma":[0.00008319808,3.544857e-7,0.9275787,0.000044023065,0.000007198778,1.3467967e-7,0.00010770735,0.00025753738,0.00006946152,0.04088315,0.030942062,0.000026477457],"about_ca_topic_score_codex":0.00030426763,"about_ca_topic_score_gemma":0.0005300789,"teacher_disagreement_score":0.11871347,"about_ca_system_score_codex":0.00001069309,"about_ca_system_score_gemma":0.0000084935655,"threshold_uncertainty_score":0.091673285},"labels":[],"label_agreement":null},{"id":"W4416207191","doi":"10.1002/jtr.70146","title":"Why Tourists Avoid Peer‐to‐Peer Accommodations? Insights Into Risk, Trust, and Service Dynamics","year":2025,"lang":"en","type":"article","venue":"International Journal of Tourism Research","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Tourism; Risk perception; Service (business); Key (lock); Consumer behaviour; Affect (linguistics)","score_opus":0.03240757589878693,"score_gpt":0.33640575126676564,"score_spread":0.3039981753679787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416207191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8373735,0.00017047102,0.0033257068,0.13940825,0.0014594981,0.00018502395,0.000007550101,0.000022167798,0.018047856],"genre_scores_gemma":[0.98564994,0.00008166777,0.0010808748,0.0074124783,0.0024234734,0.000010202991,0.00003908217,0.000018716513,0.0032835654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979305,0.000033368236,0.00047654076,0.00020403191,0.0011217812,0.000233753],"domain_scores_gemma":[0.9948123,0.00032225586,0.00025876105,0.00018393024,0.0043777134,0.000045026714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022415519,0.00013230293,0.00019534385,0.0017163622,0.00030489016,0.0010238565,0.0010117247,0.00009812177,0.00020884688],"category_scores_gemma":[0.0015274459,0.00011473548,0.00007561515,0.00061616494,0.000047818863,0.0016057374,0.0006354735,0.00078940013,0.00010802457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008462659,0.0003668347,0.098790035,0.0002035289,0.0007769809,0.0003365346,0.0012060052,0.0017355328,0.00015051081,0.048978586,0.75769603,0.088913165],"study_design_scores_gemma":[0.0011755306,0.000030485638,0.06076547,0.00030142823,0.0000354889,0.00002133554,0.00076926727,0.026735045,0.00013819855,0.1490927,0.7607217,0.00021333477],"about_ca_topic_score_codex":0.0033114066,"about_ca_topic_score_gemma":0.0019676932,"teacher_disagreement_score":0.14827645,"about_ca_system_score_codex":0.0002040896,"about_ca_system_score_gemma":0.00010153132,"threshold_uncertainty_score":0.98730713},"labels":[],"label_agreement":null},{"id":"W4417250015","doi":"10.1109/incit66780.2025.11276106","title":"Fairness-Driven Growth Algorithms for Multi-Sided Digital Platforms","year":2025,"lang":"","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Monetization; Counterfactual thinking; Transparency (behavior); Stakeholder; Profiling (computer programming); Key (lock); Digital economy; User engagement","score_opus":0.054329919926174655,"score_gpt":0.27524850003176354,"score_spread":0.2209185801055889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417250015","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12115723,0.0007617886,0.60472625,0.0035169104,0.011468908,0.006045139,0.0003011508,0.001332387,0.25069022],"genre_scores_gemma":[0.9441204,0.000051164523,0.0043226443,0.0043247533,0.0015724887,0.00023417978,0.0005973091,0.00008902952,0.044688012],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967527,9.787798e-7,0.001014363,0.0009857236,0.00021370483,0.0010325303],"domain_scores_gemma":[0.99826974,0.00029159817,0.0004069401,0.00051443215,0.0004665901,0.000050684182],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036010673,0.0006916492,0.0007425247,0.0007265438,0.000733488,0.0029353166,0.0008624279,0.00041095164,0.0010170863],"category_scores_gemma":[0.0005834985,0.00060104864,0.00053558603,0.0008443912,0.00013935278,0.0076430286,0.00066172733,0.00032516356,0.0011215381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052840996,0.0010513697,0.12728515,0.0038106008,0.0012855717,0.00002577034,0.0001727579,0.00019973048,0.00001829769,0.69648564,0.05030523,0.11883148],"study_design_scores_gemma":[0.010045857,0.00007602137,0.013105312,0.0011128687,0.0005409162,0.000004771567,0.0014863521,0.6293194,0.00037727144,0.21057917,0.13116054,0.002191504],"about_ca_topic_score_codex":0.00031467786,"about_ca_topic_score_gemma":0.00013236198,"teacher_disagreement_score":0.8229632,"about_ca_system_score_codex":0.0001093373,"about_ca_system_score_gemma":0.0001249954,"threshold_uncertainty_score":0.9998961},"labels":[],"label_agreement":null},{"id":"W4417273315","doi":"10.2139/ssrn.5817823","title":"The Long End of the Short-term: Value Creation, Appropriation and Destruction by Home-sharing Platforms in Long-Term Rental Markets","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; McMaster University","funders":"","keywords":"Renting; Gentrification; Real estate; Value (mathematics); Rental housing; Investment (military); Cognitive reframing; Panel data; Boom","score_opus":0.00787069815511397,"score_gpt":0.22255950934326538,"score_spread":0.21468881118815142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417273315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98813736,0.0051922393,0.0024781397,0.00028910357,0.0019304712,0.00094438804,0.000011003004,0.00002156095,0.0009957],"genre_scores_gemma":[0.9823657,0.015364421,0.000011188199,0.00003761884,0.0008338553,0.00003651028,0.00013864148,0.00003753246,0.0011745279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99540365,0.000041504256,0.0014601658,0.0007098717,0.0005150701,0.0018697527],"domain_scores_gemma":[0.9975161,0.0001559447,0.0015213417,0.0005755803,0.00019754026,0.0000335131],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005074247,0.00057805167,0.00056178565,0.0004542443,0.0013159203,0.0012808748,0.0012123062,0.00045431682,0.000075169555],"category_scores_gemma":[0.00016003639,0.00039919745,0.0003079194,0.00052628503,0.00022486402,0.0019757608,0.0010592327,0.004083923,0.0000041757125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037263776,0.00008258504,0.86009926,0.0004700161,0.00044232322,0.0000017514118,0.00016310476,0.0003192059,0.000038170627,0.020386677,0.000018019484,0.11760627],"study_design_scores_gemma":[0.0012551775,0.000033546614,0.7796731,0.0014672577,0.00034770757,0.00017432879,0.0006601896,0.0058039078,0.00013046215,0.20981345,0.000095226234,0.0005456491],"about_ca_topic_score_codex":0.00044163057,"about_ca_topic_score_gemma":0.00421028,"teacher_disagreement_score":0.18942678,"about_ca_system_score_codex":0.0014053364,"about_ca_system_score_gemma":0.00097463233,"threshold_uncertainty_score":0.9999842},"labels":[],"label_agreement":null},{"id":"W48690901","doi":"","title":"Private Clouds: Reality or Fog?","year":2010,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.035308408895831596,"score_gpt":0.25213479400844935,"score_spread":0.21682638511261776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W48690901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7907353,0.000041148825,0.0021360812,0.0057901884,0.0011737427,0.0014655753,0.000010971371,0.0006469637,0.19800004],"genre_scores_gemma":[0.97069323,0.000004464046,0.00020678593,0.009081321,0.004025011,0.00011293972,0.00010313621,0.0001242153,0.015648905],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977969,0.000018651428,0.0005381546,0.0006488127,0.00033123535,0.0006662539],"domain_scores_gemma":[0.99766195,0.0001931609,0.00049428194,0.0013975615,0.00020943806,0.000043607346],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014199341,0.0004104497,0.00044157988,0.00016074583,0.0009789853,0.0023958962,0.0027833448,0.00022601297,0.0021499621],"category_scores_gemma":[0.00026398627,0.00026149483,0.00011727047,0.0012002247,0.00023424884,0.001550602,0.0019269146,0.0005163163,0.0015014596],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004517038,0.001195122,0.14370428,0.0014280308,0.000546624,0.00021110657,0.0014465357,0.0032830604,0.0021637206,0.093228295,0.31188762,0.43638855],"study_design_scores_gemma":[0.00077197613,0.000005135504,0.04199314,0.00005043073,0.000055145087,0.000028999406,0.00017902472,0.0021890062,0.000022957887,0.002747208,0.9514916,0.00046540052],"about_ca_topic_score_codex":0.0035687033,"about_ca_topic_score_gemma":0.0023511879,"teacher_disagreement_score":0.639604,"about_ca_system_score_codex":0.00002560733,"about_ca_system_score_gemma":0.000057300687,"threshold_uncertainty_score":0.9999837},"labels":[],"label_agreement":null},{"id":"W6891680282","doi":"10.4230/lipics.giscience.2023.16","title":"When Everything Is \"Nearby\": How Airbnb Listings in New York City Exaggerate Proximity (Short Paper)","year":2023,"lang":"en","type":"article","venue":"DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Renting; Real estate; Warrant; Order (exchange); Geocoding; Destinations","score_opus":0.05327610536547876,"score_gpt":0.23723216618399465,"score_spread":0.1839560608185159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6891680282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718499,0.000032198943,0.0011348588,0.0031521851,0.0014833865,0.0017171385,0.00013866609,0.00082099676,0.019670626],"genre_scores_gemma":[0.98128206,0.00002238672,0.0018077628,0.0092558935,0.0015091304,0.00013012288,0.0011007326,0.0001064022,0.004785499],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969174,0.000007333148,0.0010631791,0.00043411684,0.00045172838,0.0011262067],"domain_scores_gemma":[0.9985038,0.00013123955,0.00048410558,0.0006183421,0.00017300033,0.00008947916],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001313961,0.00053747493,0.00061369844,0.00066201756,0.0004942907,0.0018814214,0.0008209359,0.00032950213,0.00031431447],"category_scores_gemma":[0.0003174146,0.0005045589,0.0002803803,0.00088472886,0.00007513691,0.008250927,0.0005847682,0.00066645484,0.00079088536],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034620272,0.00030100672,0.66264695,0.0034055456,0.00031085438,0.000033190398,0.018133897,0.00025687684,0.000047260422,0.00892027,0.26823944,0.03735854],"study_design_scores_gemma":[0.0036990042,0.000058771293,0.051042017,0.00081928924,0.00010346176,0.000016611484,0.0039388286,0.08203208,0.00018608729,0.012461371,0.84398496,0.001657517],"about_ca_topic_score_codex":0.00079643057,"about_ca_topic_score_gemma":0.00056957436,"teacher_disagreement_score":0.6116049,"about_ca_system_score_codex":0.00013268951,"about_ca_system_score_gemma":0.00010779503,"threshold_uncertainty_score":0.9999871},"labels":[],"label_agreement":null},{"id":"W6921214383","doi":"10.6084/m9.figshare.23575026.v1","title":"Vancouver Presale VIP","year":2023,"lang":"de","type":"article","venue":"Figshare","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Purchasing; Collectable; Neighbourhood (mathematics)","score_opus":0.04843927415295094,"score_gpt":0.2256053470680884,"score_spread":0.17716607291513747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921214383","genre_codex":"other","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007961112,0.0061434926,0.0000019054025,0.0013014892,0.018580312,0.0023677049,0.37747923,0.0044974475,0.5816673],"genre_scores_gemma":[0.1539669,0.000078173194,0.00002432269,0.0062418533,0.025997914,0.00060026854,0.7106888,0.00028237762,0.10211937],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985821,0.0000034727746,0.00026717508,0.00040584092,0.00019309478,0.00054830656],"domain_scores_gemma":[0.99916565,0.00011291643,0.00019998109,0.00038675548,0.0001065786,0.000028132483],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010926323,0.00025625655,0.00022466853,0.0002621625,0.0002548324,0.00063392095,0.0004521351,0.00018840063,0.61397666],"category_scores_gemma":[0.00062537554,0.00025710778,0.00015153651,0.00075705897,0.0000059066997,0.00151924,0.0005840975,0.00023641517,0.52104694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001036274,0.000019149747,0.0006493382,0.0010170564,0.000057915153,0.000059222304,0.000033679888,0.00008503015,0.0000014668526,0.00006647306,0.99427176,0.0037285227],"study_design_scores_gemma":[0.00030115168,0.00000520232,0.007930223,0.0014637896,0.000036766887,2.5328933e-7,0.000056978562,0.0064903763,0.00001875609,0.0006614314,0.9826721,0.00036297605],"about_ca_topic_score_codex":0.000050391005,"about_ca_topic_score_gemma":0.00007629462,"teacher_disagreement_score":0.47954795,"about_ca_system_score_codex":0.000026259586,"about_ca_system_score_gemma":0.00003683628,"threshold_uncertainty_score":0.99998814},"labels":[],"label_agreement":null},{"id":"W6944189810","doi":"10.17632/w88msv7364.1","title":"Data for: The Effects of Short-Term Rental Regulations: Evidence From the City of Santa Monica","year":2019,"lang":"en","type":"dataset","venue":"Data Archiving and Networked Services (DANS)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Renting; Survey data collection; Revenue; Quarter (Canadian coin); House price; Metropolitan area","score_opus":0.07181205119510684,"score_gpt":0.28624401611756817,"score_spread":0.21443196492246133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944189810","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062475108,0.0038477955,0.00020523286,0.00007455386,0.0007660922,0.00083048426,0.93175304,0.000020170677,0.00002749836],"genre_scores_gemma":[0.05443287,0.0032592507,0.00008118491,0.00021682685,0.0013666844,0.000020117053,0.9405932,0.000020734702,0.000009132525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982073,0.00003300997,0.00052650087,0.0007195602,0.0002383156,0.0002753265],"domain_scores_gemma":[0.9897654,0.0048353137,0.0006394118,0.0047106678,0.00003444318,0.000014762276],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0010546173,0.0003109096,0.0004700735,0.000064937645,0.00034573762,0.0002854987,0.0061556175,0.000117373165,0.000026378628],"category_scores_gemma":[0.00016893375,0.00018544128,0.00007070162,0.0001749622,0.00014669554,0.0015488692,0.005450025,0.0003215123,0.0000073979463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000242163,0.000062622086,0.069509685,0.0047483314,0.00060415344,0.0000020058455,0.00014673005,0.00012655924,0.000033832075,0.000020238784,0.9175435,0.0069602113],"study_design_scores_gemma":[0.000408961,0.000026780044,0.23401198,0.007358668,0.0017391803,0.0000025532347,0.00022401911,0.13052186,0.0000052576966,0.0005114723,0.6247027,0.00048660106],"about_ca_topic_score_codex":0.00793052,"about_ca_topic_score_gemma":0.01203516,"teacher_disagreement_score":0.2928408,"about_ca_system_score_codex":0.0000069941593,"about_ca_system_score_gemma":0.000030022286,"threshold_uncertainty_score":0.99922156},"labels":[],"label_agreement":null},{"id":"W6980973386","doi":"","title":"DESA1002 'Nine Quarter City' - &lt;Van Khanh Phan&gt;","year":2020,"lang":"en","type":"other","venue":"The Sydney eScholarship Repository (The University of Sydney)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Roof; Nice; Terrace (agriculture); Variety (cybernetics); Front (military)","score_opus":0.016061826256923633,"score_gpt":0.17719289598644986,"score_spread":0.16113106972952623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980973386","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0079824235,0.00058721425,0.00022469189,0.001728678,0.001403326,0.0007601727,0.000025945026,0.0005103359,0.9867772],"genre_scores_gemma":[0.29302987,0.0001493301,0.00028525182,0.0030258182,0.0055030994,0.000004936565,0.00017949539,0.00053739495,0.6972848],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797857,0.000071894414,0.00036734904,0.00063840504,0.00047353643,0.00047022421],"domain_scores_gemma":[0.99759483,0.000120603734,0.00097078993,0.0011353273,0.000105041545,0.00007338529],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061254855,0.0005399753,0.00063278625,0.0003500488,0.0008581641,0.00033344896,0.0021562173,0.00045757412,0.0057327966],"category_scores_gemma":[0.00010183397,0.00041379305,0.000435038,0.000494513,0.00045413538,0.00092116813,0.00058489386,0.0010000214,0.0019656362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036438942,0.00019824925,0.0062833545,0.00098491,0.0010562703,0.00025813965,0.00084586884,0.000024586774,0.00174763,0.01120814,0.97510433,0.001924125],"study_design_scores_gemma":[0.0006840928,0.00002725493,0.0015710446,0.00043227273,0.00056666805,0.000017058142,0.000541384,0.00012253624,0.00018198662,0.0009224711,0.9943728,0.00056043867],"about_ca_topic_score_codex":0.0011441915,"about_ca_topic_score_gemma":0.00023137944,"teacher_disagreement_score":0.2894924,"about_ca_system_score_codex":0.00008614253,"about_ca_system_score_gemma":0.00008629897,"threshold_uncertainty_score":0.9998314},"labels":[],"label_agreement":null},{"id":"W6981202208","doi":"","title":"Does geographical clustering pay? Analysis of the Norwegian salted and dried cod industry","year":2017,"lang":"en","type":"book-chapter","venue":"Duo Research Archive (University of Oslo)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Norwegian; Competition (biology); Cluster analysis; Production (economics); Capital (architecture); Cluster (spacecraft); Order (exchange); Value (mathematics)","score_opus":0.036943072276803816,"score_gpt":0.24432991030027543,"score_spread":0.2073868380234716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981202208","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16207393,0.00004459043,0.00052670744,0.0029088082,0.00036489955,0.0009363316,0.0005733403,0.00006277429,0.8325086],"genre_scores_gemma":[0.9258917,0.00025661723,0.00018772199,0.00006478275,0.00032610097,7.700606e-7,0.00030528998,0.000036878337,0.072930135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986248,0.000019462346,0.0001763677,0.0004039637,0.00046537773,0.00031005364],"domain_scores_gemma":[0.9983561,0.00023344107,0.0004380545,0.0007057251,0.00022239475,0.000044270415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071829016,0.00018694489,0.00052212045,0.0014768661,0.000774928,0.000120547615,0.0010593667,0.0003191136,0.00069259893],"category_scores_gemma":[0.00010963506,0.00012759282,0.0003282337,0.00020708074,0.001280563,0.00044856107,0.001918984,0.0013404128,0.000019960366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001839116,0.00025276578,0.48897675,0.003445276,0.014612692,0.00024912274,0.002468786,0.00023180533,0.00059938687,0.42366132,0.006093269,0.057569716],"study_design_scores_gemma":[0.001134275,0.000044130942,0.67513037,0.00078117993,0.001498614,0.0000012406601,0.0011683024,0.0063698515,0.0000048774355,0.07605305,0.23722143,0.00059267535],"about_ca_topic_score_codex":0.0022997234,"about_ca_topic_score_gemma":0.0073952638,"teacher_disagreement_score":0.7638178,"about_ca_system_score_codex":0.000020650708,"about_ca_system_score_gemma":0.00006469962,"threshold_uncertainty_score":0.7583472},"labels":[],"label_agreement":null},{"id":"W6987083198","doi":"","title":"Semi-Autonomous Multi-Function Tool Carrier for Agricultural Research","year":2021,"lang":"en","type":"report","venue":"Mspace (University of Manitoba)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Process (computing); Component (thermodynamics); Frame (networking); Engineering design process; Unit (ring theory); Agricultural machinery; Set (abstract data type); Deliverable; Suspension (topology)","score_opus":0.08417578939059844,"score_gpt":0.2564288412092429,"score_spread":0.17225305181864448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987083198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77762526,0.0012383031,0.0047117295,0.0021672235,0.007525736,0.0030434737,0.00036747594,0.00048867555,0.20283212],"genre_scores_gemma":[0.8593301,0.00076144125,0.0019256026,0.00030879563,0.011035534,0.000023649638,0.0057675294,0.00020187256,0.120645486],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983432,0.000012154052,0.00017410888,0.00053102506,0.00051623565,0.00042322025],"domain_scores_gemma":[0.9975204,0.00009844378,0.00038626787,0.00036507865,0.001608105,0.000021725076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009853934,0.00024904934,0.00046277716,0.00042343015,0.000606931,0.00021023783,0.00042482806,0.00042381376,0.00012215985],"category_scores_gemma":[0.00020604295,0.00027306634,0.00032547655,0.0004121773,0.00009472829,0.0010195095,0.0004498444,0.00049143215,0.00013452284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039125115,0.00039972705,0.09618652,0.006797049,0.0012552943,0.00019776492,0.00021088426,0.00042958127,0.00036075411,0.0059312205,0.8710875,0.016752494],"study_design_scores_gemma":[0.000658734,0.000024444264,0.12945099,0.00024078929,0.00023575296,0.0000066301895,0.008253798,0.0006708756,0.000013776975,0.00017210098,0.85987747,0.00039462876],"about_ca_topic_score_codex":0.0119642485,"about_ca_topic_score_gemma":0.17324302,"teacher_disagreement_score":0.16127875,"about_ca_system_score_codex":0.00038765513,"about_ca_system_score_gemma":0.00030716945,"threshold_uncertainty_score":0.99997216},"labels":[],"label_agreement":null},{"id":"W6992334996","doi":"","title":"Le développement de la consommation collaborative et la protection des consommateurs","year":2023,"lang":"fr","type":"other","venue":"Archipelago (Université du Québec à Montréal)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"European court of justice; Passer; Economic law","score_opus":0.010715397909663691,"score_gpt":0.18867371343564096,"score_spread":0.17795831552597727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992334996","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44977868,0.0026125854,0.0069531705,0.008527988,0.00055029447,0.0017246475,0.000057022302,0.0010911947,0.5287044],"genre_scores_gemma":[0.9355724,0.003208356,0.0014218641,0.00084601605,0.0005083281,0.00012386273,0.00012273919,0.0005800129,0.057616413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984026,0.0001765808,0.00029693183,0.0004844589,0.00018828332,0.00045113612],"domain_scores_gemma":[0.9984968,0.00047115647,0.0005127562,0.00028666834,0.00017257358,0.000060053473],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00079528533,0.00045228252,0.00042336973,0.0006064217,0.0007969725,0.00044656516,0.0003605649,0.00036651536,0.0012429588],"category_scores_gemma":[0.0002705192,0.000520031,0.00016058914,0.00063378795,0.00055322226,0.0011968887,0.0003290613,0.000489331,0.0016141577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006030326,0.0005337306,0.03698499,0.0014427602,0.0013485405,0.0005643615,0.09444019,0.0015861706,0.00015673948,0.6252585,0.022284312,0.21479665],"study_design_scores_gemma":[0.00232999,0.00006151155,0.039846472,0.00094539014,0.00029843725,0.000041336156,0.03429197,0.0036740627,0.000031642772,0.022290131,0.8953349,0.0008541632],"about_ca_topic_score_codex":0.26078048,"about_ca_topic_score_gemma":0.5419578,"teacher_disagreement_score":0.8730506,"about_ca_system_score_codex":0.00043962066,"about_ca_system_score_gemma":0.0008719604,"threshold_uncertainty_score":0.9997251},"labels":[],"label_agreement":null},{"id":"W6999977995","doi":"","title":"Ecopetrol Business Group presents fourth quarter and full-year 2019 Results","year":2020,"lang":"en","type":"other","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Group (periodic table); Work (physics)","score_opus":0.012520118957554926,"score_gpt":0.19148794855983137,"score_spread":0.17896782960227645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999977995","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003360176,0.00015405832,0.0002112673,0.0011721316,0.0008833489,0.00039777273,0.00005493763,0.00041578722,0.99637467],"genre_scores_gemma":[0.008623713,0.00020984159,0.0008491109,0.0037827494,0.010671834,0.000037340575,0.0013182444,0.00063397223,0.9738732],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986989,0.0000032333749,0.0002848395,0.0005563194,0.00015781623,0.00029887247],"domain_scores_gemma":[0.9992866,0.000024870571,0.00029676314,0.00033556932,0.000030177003,0.000026026055],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012802015,0.00034466907,0.00037879447,0.00029809398,0.0000647687,0.0005002488,0.00030051367,0.0002519806,0.005634525],"category_scores_gemma":[0.00004562314,0.00028150703,0.00006286834,0.00023669386,0.0000334087,0.00060099567,0.0002481741,0.00019444225,0.004460721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000985877,0.000023446932,0.001549477,0.00029884814,0.00007720742,0.000011735264,0.000009050062,0.0000014460549,0.0000017476867,0.0013665138,0.99524945,0.0013124844],"study_design_scores_gemma":[0.0011990132,0.00001051772,0.004982334,0.00013866923,0.000042015305,0.0000016648975,0.000039336006,0.000447674,2.9825048e-7,0.00025719046,0.9924676,0.00041373138],"about_ca_topic_score_codex":0.0017708765,"about_ca_topic_score_gemma":0.0010681526,"teacher_disagreement_score":0.022501485,"about_ca_system_score_codex":0.000008462756,"about_ca_system_score_gemma":0.000010870069,"threshold_uncertainty_score":0.9999637},"labels":[],"label_agreement":null},{"id":"W7000441310","doi":"","title":"Estimating the impact of Airbnb on hotels in Toronto","year":2016,"lang":"en","type":"dissertation","venue":"DSpace@MIT (Massachusetts Institute of Technology)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Real estate; Conjunction (astronomy); Center (category theory); Real estate development; Consumption (sociology)","score_opus":0.013497530282988227,"score_gpt":0.27047176397559186,"score_spread":0.25697423369260364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000441310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9173479,0.00047116604,0.000046669535,0.00060096686,0.0015743705,0.0006522467,0.000050545514,0.00020999732,0.07904611],"genre_scores_gemma":[0.9979793,0.000036348658,0.0005430485,0.000061026298,0.00035493393,0.000071319024,0.00017228477,0.00005506507,0.0007266934],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980491,0.000004811772,0.00073860865,0.00048944255,0.00026337165,0.00045469316],"domain_scores_gemma":[0.9976016,0.000053403466,0.0012822353,0.0008826254,0.00016702325,0.000013080705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00038009114,0.0004964113,0.0007769342,0.0009238384,0.00014945351,0.00006585347,0.0010838466,0.00081893883,0.0002822798],"category_scores_gemma":[0.000513706,0.00031897027,0.0003152561,0.00060294976,0.00019846472,0.0012253002,0.00014049228,0.00053607073,0.000076438504],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016988543,0.0013946095,0.20353033,0.0042913724,0.0025298672,0.00015057778,0.0011308154,0.0055609825,0.0059677428,0.14919592,0.015741527,0.6088074],"study_design_scores_gemma":[0.01631535,0.0015375222,0.5374202,0.03642215,0.0017523335,0.000048274404,0.005726995,0.016729802,0.025784317,0.18242915,0.16610315,0.009730735],"about_ca_topic_score_codex":0.0059390776,"about_ca_topic_score_gemma":0.006913554,"teacher_disagreement_score":0.5990767,"about_ca_system_score_codex":0.00032515515,"about_ca_system_score_gemma":0.0001326152,"threshold_uncertainty_score":0.9999262},"labels":[],"label_agreement":null},{"id":"W7000821395","doi":"","title":"Growth Industries to Buy Shares in 2025: From Travel eSIMs to Airbnb Management – US and Canada Report","year":2024,"lang":"en","type":"other","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Sharing economy; Order (exchange); Work (physics)","score_opus":0.015003058381914035,"score_gpt":0.19968632723579965,"score_spread":0.1846832688538856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000821395","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007614206,0.00021302844,0.000041336338,0.0015654585,0.0010856725,0.0006593739,0.00009112245,0.00014214696,0.9885877],"genre_scores_gemma":[0.013048574,0.000027401256,0.00027664873,0.006948309,0.0013878017,0.00010765017,0.00033354317,0.00026796304,0.9776021],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848425,0.000001503098,0.00033948876,0.0006617562,0.0002012997,0.00031168276],"domain_scores_gemma":[0.9995209,0.000015343598,0.00010438782,0.00029954646,0.000020270109,0.00003953491],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013909454,0.00033086247,0.00036557348,0.00065460504,0.00003235036,0.0004341474,0.00026532618,0.00017705101,0.0059569604],"category_scores_gemma":[0.000037400667,0.00029401248,0.00002895866,0.00037370998,0.000011185572,0.00019405367,0.00042285002,0.00020054869,0.000669919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000956453,0.000008983218,0.018167967,0.0002878722,0.0000986801,0.0007742064,0.000011893839,0.0000034061484,2.1155647e-7,0.0025843559,0.9756839,0.0023689468],"study_design_scores_gemma":[0.00014638105,0.0000032674036,0.023020867,0.0005725455,0.000053606844,0.000002172383,0.00023096937,0.000015935217,0.0000055502846,0.0010942549,0.9744148,0.00043963775],"about_ca_topic_score_codex":0.9541004,"about_ca_topic_score_gemma":0.95114756,"teacher_disagreement_score":0.010985546,"about_ca_system_score_codex":0.00008324946,"about_ca_system_score_gemma":0.00006269786,"threshold_uncertainty_score":0.9999512},"labels":[],"label_agreement":null},{"id":"W7006907950","doi":"","title":"Wyndham’s Outlook Improves After Better-Than-Expected Third Quarter in US","year":2021,"lang":"en","type":"article","venue":"VTechWorks (Virginia Tech)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Revenue; Trend analysis; Economic forecasting","score_opus":0.006936913926392297,"score_gpt":0.19116183757530844,"score_spread":0.18422492364891616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006907950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95728314,0.00032462567,0.0003897441,0.0017454572,0.00083559897,0.0003106814,0.000007003352,0.0005494602,0.038554303],"genre_scores_gemma":[0.9925309,0.000016011658,0.00065766467,0.0043271966,0.0010272324,0.00014286468,0.00008070072,0.00005940191,0.0011580242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978972,0.000009987049,0.0005413208,0.0006759586,0.00022314083,0.00065240613],"domain_scores_gemma":[0.99892306,0.00006308979,0.0001938582,0.00069335056,0.00009745905,0.000029196195],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030317545,0.00038083663,0.0004252671,0.00047532044,0.00012551896,0.0006046127,0.00040949337,0.00035894394,0.0011636788],"category_scores_gemma":[0.000089008616,0.00036604854,0.00018261868,0.0009193444,0.000061200764,0.0015502694,0.00033045097,0.0006251163,0.0013854039],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041924164,0.00069317844,0.9088228,0.0005102875,0.00021721491,0.0014404925,0.00045356364,0.00006604013,0.0043114214,0.0067205336,0.027896294,0.048448987],"study_design_scores_gemma":[0.0022751142,0.00003614191,0.6709656,0.0004994297,0.00009832135,0.000033470187,0.0005294521,0.0026089437,0.0013520484,0.017216345,0.3028111,0.0015740265],"about_ca_topic_score_codex":0.00042071845,"about_ca_topic_score_gemma":0.0014898508,"teacher_disagreement_score":0.2749148,"about_ca_system_score_codex":0.000071122355,"about_ca_system_score_gemma":0.000037402726,"threshold_uncertainty_score":0.9998791},"labels":[],"label_agreement":null},{"id":"W7010035005","doi":"","title":"The “G” in “Glamping”: Exploring the Key Factors Contributing to Canada and U.S. Glamper’s Satisfaction and Glampsite Rebooking Intentions","year":2023,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospitality; Accommodation; Hospitality industry; Quality (philosophy); Exploratory research; Key (lock); Exploratory factor analysis","score_opus":0.026255737008813375,"score_gpt":0.20030288383099684,"score_spread":0.17404714682218347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010035005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971963,0.00009408625,0.0000143639545,0.0009182842,0.0007680935,0.00031607112,0.000008827046,0.00003402865,0.0006499056],"genre_scores_gemma":[0.998804,0.00014720848,0.0000053002286,0.0000672266,0.00012482922,0.0000019646272,0.00007017301,0.000015688494,0.00076365285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912333,0.000015284686,0.00017639306,0.0002158834,0.00018680192,0.00028231833],"domain_scores_gemma":[0.9990717,0.00033745202,0.0002760844,0.00020224365,0.000097579665,0.0000149229845],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007313085,0.00016248529,0.00020150754,0.00016344791,0.001407886,0.00018024354,0.0002747489,0.00006449294,0.000008805476],"category_scores_gemma":[0.00019511484,0.000115351555,0.000055953828,0.00033499234,0.00005046166,0.0004043635,0.00024339414,0.00030419327,0.0000045962474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006610655,0.000016856415,0.87449527,0.0008623956,0.00055366394,0.00003500778,0.028639382,0.00032449453,0.0024670798,0.016926175,0.0016932067,0.07332538],"study_design_scores_gemma":[0.00017821546,0.000004330454,0.9428883,0.00016601763,0.00007936671,6.487097e-7,0.051538948,0.00030790156,0.0000075870553,0.000643477,0.004043825,0.0001413694],"about_ca_topic_score_codex":0.7111991,"about_ca_topic_score_gemma":0.97158104,"teacher_disagreement_score":0.260382,"about_ca_system_score_codex":0.000090910224,"about_ca_system_score_gemma":0.00006509311,"threshold_uncertainty_score":0.9998921},"labels":[],"label_agreement":null},{"id":"W7018428214","doi":"","title":"Destination Luxury: Trump International Hotel &amp;amp; Tower Vancouver Partners with Rolls Royce and London Air Services","year":2013,"lang":"en","type":"other","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tower; Service (business); Air travel; Aviation; International airport","score_opus":0.013630079816023936,"score_gpt":0.2218359094764713,"score_spread":0.20820582966044737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018428214","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015356133,0.00008414081,0.0003812578,0.00024523615,0.0009670617,0.00037623392,0.000008087811,0.00029489567,0.98228693],"genre_scores_gemma":[0.023653813,0.000042476542,0.0015981486,0.0028712635,0.0014733872,0.00004737799,0.00044520412,0.00018197145,0.9696863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989686,0.0000022888707,0.00019487455,0.0004014543,0.00020661978,0.0002261889],"domain_scores_gemma":[0.9992949,0.000025089554,0.0003435927,0.00023574455,0.000080840415,0.000019876003],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000119833676,0.00031608032,0.00025207695,0.00036439823,0.00006574655,0.0003983303,0.000264846,0.00019917224,0.018851448],"category_scores_gemma":[0.000012134758,0.0002354311,0.00004214724,0.00012718777,0.000038650178,0.0012326015,0.0001312875,0.0001437455,0.001674168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004785438,0.000043186395,0.033392306,0.00028756593,0.000154098,0.0000027124213,0.000026962365,0.000054647327,0.0000013945936,0.0007752613,0.9563945,0.00881952],"study_design_scores_gemma":[0.0005950249,0.0000038024102,0.0032368612,0.00021648263,0.000050310355,0.0000020715759,0.000038875813,0.00047831555,0.00000318999,0.00052490085,0.9944584,0.00039179967],"about_ca_topic_score_codex":0.004536305,"about_ca_topic_score_gemma":0.031938158,"teacher_disagreement_score":0.038063876,"about_ca_system_score_codex":0.000025433177,"about_ca_system_score_gemma":0.000013804159,"threshold_uncertainty_score":0.9991031},"labels":[],"label_agreement":null},{"id":"W7018514813","doi":"","title":"David Gans Live at Gathering of the Vibes; Seaside Park on 2007-08-11","year":2007,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Stage (stratigraphy); Window (computing)","score_opus":0.008347371155324934,"score_gpt":0.17334750989904932,"score_spread":0.16500013874372438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018514813","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018237359,0.00010709636,4.024518e-7,0.00009260689,0.0005492348,0.00042973334,0.0000458536,0.00011610093,0.99683523],"genre_scores_gemma":[0.0055260896,0.000043001248,0.000072385395,0.0010769949,0.0005866519,0.000008373678,0.00008460917,0.00010926451,0.9924926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854434,0.000009008849,0.0006002495,0.00020132869,0.00032392086,0.0003211857],"domain_scores_gemma":[0.99825865,0.00010093539,0.0010435187,0.00047349345,0.000098352924,0.000025053336],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000331725,0.00034980543,0.0003944504,0.00013016237,0.000114580704,0.00007148796,0.00049726776,0.00032827596,0.44820705],"category_scores_gemma":[0.00010664636,0.00027030878,0.0002344118,0.00001578364,0.00010610569,0.0000011949419,0.00022577759,0.00023854003,0.03305739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075550415,0.000032908883,0.00021285423,0.0007086063,0.00005684214,0.0000053612093,0.000070357295,0.00045497157,2.224409e-7,0.00021694263,0.9975058,0.0006595844],"study_design_scores_gemma":[0.00036711473,0.000018153265,0.00017658516,0.00061497715,0.000056051187,0.000010857179,0.00010713799,0.000047529666,0.00001632938,0.00002587639,0.9982603,0.0002990474],"about_ca_topic_score_codex":0.0058639343,"about_ca_topic_score_gemma":0.0022581215,"teacher_disagreement_score":0.41514966,"about_ca_system_score_codex":0.000053833166,"about_ca_system_score_gemma":0.000015511812,"threshold_uncertainty_score":0.9999749},"labels":[],"label_agreement":null},{"id":"W7019126614","doi":"","title":"EXPRESS: Hybrid governance of digital platforms: Exploring complementarities and tensions in the governance of peer relationships","year":2024,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Corporate governance; Information governance; Government (linguistics); Negotiation; Context (archaeology)","score_opus":0.09475428538290367,"score_gpt":0.2646540764726561,"score_spread":0.16989979108975242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019126614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98110986,0.00007508752,0.000030023688,0.0014077616,0.00006959942,0.00022819533,0.00016821353,0.000028891662,0.016882395],"genre_scores_gemma":[0.99856824,0.00016290495,0.00003648242,0.000016933343,0.00008369077,0.0000029130583,0.00006290416,0.000009873044,0.0010560335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986862,0.0000086604105,0.00022513387,0.00023550529,0.0005604622,0.0002840736],"domain_scores_gemma":[0.99911326,0.0003922164,0.00010309241,0.00020958866,0.00016434304,0.000017511482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008521072,0.00011072699,0.00017015761,0.00021777613,0.00024889442,0.00016454986,0.00034407584,0.00003532251,0.00014583502],"category_scores_gemma":[0.0002201218,0.00009388131,0.00006264819,0.0005159052,0.00022264422,0.0035745956,0.00037529573,0.00045846438,0.000016828388],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009690782,0.00010023853,0.2131188,0.0005829131,0.000066151675,0.0002953088,0.00088916003,0.00008793274,0.000018397846,0.7715415,0.012008157,0.0011945317],"study_design_scores_gemma":[0.0014698629,0.00010125698,0.59989315,0.0017873414,0.000072724266,0.000018768616,0.05230374,0.00228803,0.00024088459,0.03794433,0.30327046,0.0006094509],"about_ca_topic_score_codex":0.002854848,"about_ca_topic_score_gemma":0.0002220386,"teacher_disagreement_score":0.73359716,"about_ca_system_score_codex":0.00004855185,"about_ca_system_score_gemma":0.000053724434,"threshold_uncertainty_score":0.43156955},"labels":[],"label_agreement":null},{"id":"W7020673825","doi":"","title":"Loonconcurrentie als motor van de interne markt? Een tweeluik – Deel 2: De arresten Laval, Rüffert en Commissie/Luxemburg, interpretatie van de Detacheringsrichtlijn","year":2008,"lang":"nl","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Diafiltration; Dysgeusia; Liquation; Emperipolesis; Triacetin; Demotion","score_opus":0.021191237590094086,"score_gpt":0.23805145057808721,"score_spread":0.21686021298799313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020673825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97240865,0.0033050866,0.012533855,0.00037320555,0.0008846575,0.00053959584,0.00035516068,0.0003431661,0.009256648],"genre_scores_gemma":[0.98690873,0.0025023767,0.0015436832,0.0026434825,0.0025417046,0.000040996852,0.002037038,0.0001598796,0.0016220905],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99559027,0.00020955745,0.0009918372,0.0012328309,0.00032223578,0.0016532985],"domain_scores_gemma":[0.9966054,0.000802413,0.0006682054,0.001528589,0.00008919928,0.0003062148],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002056092,0.00089339196,0.00094737194,0.00034205505,0.00084583403,0.0011928997,0.003409364,0.00031475414,0.0004066685],"category_scores_gemma":[0.0001613938,0.000878489,0.00021673371,0.0003907397,0.00024714597,0.0028614039,0.003286936,0.001040577,0.00022527824],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057192176,0.0002935523,0.92776966,0.0029254945,0.0009482135,0.00034014677,0.009131775,0.0013833896,0.00027780453,0.00009012931,0.010945234,0.045322686],"study_design_scores_gemma":[0.0013143966,0.00008166316,0.2353145,0.0029135752,0.00066723546,0.0002007042,0.001787189,0.66959274,0.00003850844,0.0016601683,0.08514483,0.0012844653],"about_ca_topic_score_codex":0.006003458,"about_ca_topic_score_gemma":0.0029860302,"teacher_disagreement_score":0.6924551,"about_ca_system_score_codex":0.00015853874,"about_ca_system_score_gemma":0.000155008,"threshold_uncertainty_score":0.99984396},"labels":[],"label_agreement":null},{"id":"W7029990721","doi":"","title":"Maintaining Local Values in the Face of Digital Platforms","year":2021,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Technocracy; Liability; Renting; Business model; Sharing economy; Tourism; General partnership; Value proposition; Accommodation","score_opus":0.020327742072459448,"score_gpt":0.2277075513419868,"score_spread":0.20737980926952737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029990721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8891451,0.00014441003,0.00063342514,0.00036940043,0.00021021719,0.00011968747,0.00000607894,0.000050099516,0.10932159],"genre_scores_gemma":[0.9971701,0.0000044857693,0.000055488632,0.0018250194,0.00040866574,0.000009179762,0.000058839025,0.000013827249,0.00045439525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99902755,0.0000023638722,0.00029557187,0.00021763971,0.00018351036,0.00027338773],"domain_scores_gemma":[0.99943376,0.00009828214,0.00011659901,0.00028728347,0.000050702492,0.0000133482745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004002912,0.00013653308,0.00019430423,0.00006558034,0.00011351551,0.0004063309,0.00032433405,0.000071161194,0.00043141472],"category_scores_gemma":[0.00012547438,0.0000988723,0.00008839748,0.00031107184,0.00007784406,0.0019149277,0.0001671366,0.00023953724,0.00040190658],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062404615,0.00015278852,0.14173983,0.00016569618,0.00005529825,0.00013806227,0.00036739447,0.0018190284,0.00003750184,0.84238213,0.0016672233,0.0114126345],"study_design_scores_gemma":[0.0031376663,0.00005633597,0.058192264,0.0005352586,0.00009091621,0.00006783352,0.028750012,0.009796587,0.0014663449,0.6493404,0.24733314,0.0012332324],"about_ca_topic_score_codex":0.00039817186,"about_ca_topic_score_gemma":0.00048000933,"teacher_disagreement_score":0.24566592,"about_ca_system_score_codex":0.000022846305,"about_ca_system_score_gemma":0.000028505343,"threshold_uncertainty_score":0.516583},"labels":[],"label_agreement":null},{"id":"W7034423508","doi":"","title":"Trophic structure of macrobenthos in the Gulf of St. Laurence and on the Scotian Shelf","year":2000,"lang":"en","type":"article","venue":"Americanae (AECID Library)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Benthic zone; Trophic level; Macrobenthos; Phytodetritus; Bioturbation; Continental shelf; Sediment; Water column; Bathyal zone","score_opus":0.008221966774483454,"score_gpt":0.17911086423016018,"score_spread":0.17088889745567673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034423508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908599,0.00008091316,0.0000023657933,0.0025884635,0.000049137892,0.00016547722,0.000017133134,0.00001612172,0.0062204436],"genre_scores_gemma":[0.9959552,0.00005022317,0.000060372065,0.0036643595,0.00012492717,0.000003638256,0.000017057891,0.000012011762,0.00011217623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933225,0.00001307119,0.0002128223,0.00016575426,0.00011865749,0.00015743062],"domain_scores_gemma":[0.9994369,0.000097192875,0.00015655377,0.00029429529,0.000007744146,0.0000073155165],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007839856,0.00012044479,0.00018131248,0.00010153361,0.00005889692,0.00004946179,0.00042652237,0.000032533713,0.003861076],"category_scores_gemma":[0.00001891702,0.00006791573,0.00004216785,0.0004893645,0.00014705515,0.0007594334,0.000052905274,0.00014386594,0.000014448175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012324109,0.000092246235,0.88481706,0.00011233473,0.000049063532,0.000011912714,0.00047793874,0.00043106146,0.00015231864,0.041745167,0.016060779,0.055926878],"study_design_scores_gemma":[0.00030998417,0.000051926683,0.9708761,0.00009041433,0.000022386599,0.000001813185,0.0006005941,0.00055992644,0.00030088567,0.010988681,0.016013034,0.00018426847],"about_ca_topic_score_codex":0.0054988973,"about_ca_topic_score_gemma":0.000104876366,"teacher_disagreement_score":0.08605903,"about_ca_system_score_codex":0.0000025662855,"about_ca_system_score_gemma":0.000012877969,"threshold_uncertainty_score":0.9970495},"labels":[],"label_agreement":null},{"id":"W7034644745","doi":"","title":"Verkkoon kytkettyjen aurinkosähköjärjestelmien potentiaali Tampereella","year":2013,"lang":"fi","type":"other","venue":"Tampere University Institutional Repository (Tampere University)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Quarter (Canadian coin); Population; Power (physics)","score_opus":0.010487252623434789,"score_gpt":0.15263807463380988,"score_spread":0.1421508220103751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034644745","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06406453,0.00035660758,0.00052409834,0.0003685668,0.004105499,0.0012468661,0.0002108927,0.00072728976,0.9283956],"genre_scores_gemma":[0.13474688,0.000514337,0.00036132132,0.00045831743,0.0028069539,0.000001300418,0.0008563027,0.00022607094,0.8600285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945439,0.00012328502,0.0007000535,0.0021929254,0.0010016917,0.0014381065],"domain_scores_gemma":[0.99601895,0.00017061086,0.0012535522,0.0014039411,0.0007918373,0.0003610995],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00028988745,0.0015839931,0.0013111911,0.0030169801,0.0036334218,0.0008767408,0.0028356798,0.001825206,0.017280847],"category_scores_gemma":[0.000091803464,0.0019261605,0.0010382856,0.0017473835,0.0014315691,0.005198509,0.0018143607,0.001561932,0.015177391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016753353,0.0026031532,0.03629272,0.003545439,0.0046523265,0.0173236,0.0006332771,0.0027991075,0.0010230875,0.73554367,0.1852874,0.008620882],"study_design_scores_gemma":[0.002625353,0.00006742082,0.0042374786,0.0009016474,0.0011499927,0.00018926822,0.0024830753,0.0007526141,0.000059167072,0.00012559239,0.98515314,0.0022552449],"about_ca_topic_score_codex":0.007493282,"about_ca_topic_score_gemma":0.00055886613,"teacher_disagreement_score":0.7998657,"about_ca_system_score_codex":0.0020825993,"about_ca_system_score_gemma":0.0010722699,"threshold_uncertainty_score":0.99969083},"labels":[],"label_agreement":null},{"id":"W7042343315","doi":"","title":"Planification de la tâche et prévision des allocations de ressources au département des sciences humaines à partir de la clientèle étudiante inscrite au Cégep de Chicoutimi pour l'année académique 1986-1987 : un outil de gestion informatique sur Mac Plus à l'aide du logiciel Microsoft Excel : analyse détaillée de la projection du 1er mai 1986 /","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","score_opus":0.03216281463670054,"score_gpt":0.25992499972909355,"score_spread":0.22776218509239302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042343315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88887084,0.0013348778,0.027526932,0.0049656574,0.000081727296,0.0007239696,0.00013219976,0.00019998713,0.07616382],"genre_scores_gemma":[0.9786457,0.0025004514,0.007085419,0.0014903018,0.00075087085,0.00044281888,0.0002029339,0.00014077325,0.008740761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99565,0.00091601635,0.0010129903,0.00072424446,0.0006638846,0.0010328848],"domain_scores_gemma":[0.99207604,0.0058869077,0.0012536888,0.0003570395,0.00020751909,0.00021881265],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0070430445,0.00074276654,0.000537344,0.0016565342,0.0019268894,0.002232535,0.0009469282,0.00052956806,0.000764607],"category_scores_gemma":[0.0070329383,0.00071954535,0.0002703446,0.0012621643,0.002179401,0.0024767378,0.00040440322,0.00085429393,0.00007624227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0002670205,0.00069759286,0.91245174,0.000948611,0.00030462872,0.000022417034,0.027919704,0.021126801,0.002907861,0.016604442,0.015722184,0.0010269727],"study_design_scores_gemma":[0.0014478787,0.000082895516,0.816054,0.0013430994,0.0003310857,0.0001885463,0.0024565065,0.050984673,0.001001598,0.0067654843,0.11851735,0.0008268767],"about_ca_topic_score_codex":0.16752392,"about_ca_topic_score_gemma":0.6138329,"teacher_disagreement_score":0.44630894,"about_ca_system_score_codex":0.0112951435,"about_ca_system_score_gemma":0.030098202,"threshold_uncertainty_score":0.99952555},"labels":[],"label_agreement":null},{"id":"W7072025683","doi":"","title":"Vliv sdílené ekonomiky na ceny nemovitostí v Praze","year":2019,"lang":"en","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Database transaction; Quarter (Canadian coin); Residential property; Apartment; Real estate; Transaction data; Property value; Proxy (statistics); Hedonic regression","score_opus":0.00836507080206727,"score_gpt":0.20773168967974293,"score_spread":0.19936661887767565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072025683","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39413983,0.0012322016,0.0000059180725,0.000033238408,0.007816053,0.00059509644,0.0000863636,0.0001839125,0.5959074],"genre_scores_gemma":[0.8896828,0.000008640646,0.000039744482,0.00024237517,0.0039716577,0.000056211666,0.005406097,0.00012339036,0.10046904],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959995,0.000013800186,0.0013506522,0.0010372406,0.0011256693,0.00047314825],"domain_scores_gemma":[0.99531335,0.00020869148,0.0018960184,0.00064308895,0.0018784611,0.000060377617],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00022078743,0.0007736783,0.0008024203,0.00081662496,0.00042144587,0.003594863,0.000792932,0.0008191798,0.000035814443],"category_scores_gemma":[0.0003264439,0.00076623703,0.0006311736,0.000493777,0.00009027464,0.0063590095,0.00013494707,0.0005979099,0.00023577957],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010834165,0.005294942,0.43683842,0.037669864,0.006950664,0.0021403471,0.005951131,0.0017825103,0.032769706,0.25660434,0.1557539,0.047410008],"study_design_scores_gemma":[0.0041102148,0.00032887337,0.2556746,0.009759054,0.0008730086,0.0006572922,0.0013670028,0.0031993135,0.018366177,0.013336994,0.68563783,0.0066896332],"about_ca_topic_score_codex":0.00006379526,"about_ca_topic_score_gemma":0.000006722401,"teacher_disagreement_score":0.5298839,"about_ca_system_score_codex":0.0002216617,"about_ca_system_score_gemma":0.00044695206,"threshold_uncertainty_score":0.9994789},"labels":[],"label_agreement":null},{"id":"W7072246858","doi":"","title":"When Tourists Displace Tenants: Insights on Airbnb in New York City and Toronto","year":2018,"lang":"en","type":"other","venue":"eScholarship@McGill (McGill)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tourism; Government (linguistics); Sharing economy; Work (physics)","score_opus":0.022969423230532637,"score_gpt":0.21257985853717787,"score_spread":0.18961043530664523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072246858","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07506826,0.00063435186,3.2168995e-7,0.00004061709,0.0012842092,0.0006519881,0.00008779668,0.0004079518,0.9218245],"genre_scores_gemma":[0.25613362,0.00028768132,0.00045514537,0.0033119277,0.002617132,0.00006719342,0.000236327,0.0009696347,0.7359213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971746,0.000027762493,0.0005655487,0.001151388,0.00037979224,0.0007009021],"domain_scores_gemma":[0.998401,0.000092589005,0.0005571896,0.00078378257,0.000052246876,0.00011321423],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046662788,0.00079874817,0.0007832475,0.0004842655,0.00038992596,0.00034235424,0.0006990961,0.0007767721,0.00666312],"category_scores_gemma":[0.00022749582,0.00069783436,0.0001516413,0.00026516162,0.0000827721,0.0017563648,0.00044922624,0.00062016957,0.0021958197],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001072522,0.0010580019,0.012538478,0.0024049082,0.0008653734,0.00039774354,0.00004926991,0.00000836512,0.00016887338,0.4291732,0.21196589,0.34029737],"study_design_scores_gemma":[0.0011708719,0.000040227795,0.0015466334,0.0010952135,0.000065526096,0.000004458569,0.000041506984,0.000026731346,0.000061255945,0.020412756,0.9745708,0.00096398004],"about_ca_topic_score_codex":0.03114045,"about_ca_topic_score_gemma":0.11569352,"teacher_disagreement_score":0.76260495,"about_ca_system_score_codex":0.00039545776,"about_ca_system_score_gemma":0.000028593275,"threshold_uncertainty_score":0.9995473},"labels":[],"label_agreement":null},{"id":"W7073658589","doi":"","title":"Exploring the effects of consumers’ trust : a predictive model for satisfying buyers’ expectations based on sellers’ behaviour in the marketplace","year":2019,"lang":"en","type":"dissertation","venue":"University of Salford Institutional Repository (University of Salford)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Matching (statistics); Term (time); Property (philosophy); Identification (biology); Field (mathematics); Frugality","score_opus":0.025875658101048027,"score_gpt":0.1889294708105698,"score_spread":0.16305381270952177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073658589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804428,0.000051838742,0.0036613822,0.00006710285,0.0006373634,0.0011953871,0.00008885777,0.00003008143,0.013825161],"genre_scores_gemma":[0.99784,0.0000389248,0.0005040935,0.00003146972,0.000039826595,0.000002553039,0.00041870459,0.000014886231,0.0011095278],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987665,0.00002425453,0.00024795023,0.00035308942,0.00039502722,0.00021318403],"domain_scores_gemma":[0.99803585,0.0005634856,0.0007485743,0.00032856376,0.00030603583,0.000017511253],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002960127,0.0002513951,0.00040475087,0.00053740246,0.00081669615,0.00002571331,0.00072413095,0.00018022266,0.00001930021],"category_scores_gemma":[0.00008516282,0.00025294983,0.0003309365,0.0003634027,0.0002977866,0.0012131652,0.00006952115,0.0003172037,0.0000051364914],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035578128,0.003593094,0.27223435,0.025405748,0.0028667399,0.0004063405,0.13298945,0.36738947,0.0024196098,0.13909712,0.006073772,0.011946168],"study_design_scores_gemma":[0.0070257233,0.00034282156,0.2825479,0.003660405,0.0017167411,0.000005737304,0.23984091,0.46084386,0.00032191063,0.00077182223,0.0019206519,0.0010015313],"about_ca_topic_score_codex":0.0023659721,"about_ca_topic_score_gemma":0.0010976967,"teacher_disagreement_score":0.1383253,"about_ca_system_score_codex":0.0001586056,"about_ca_system_score_gemma":0.00038320705,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W7100701470","doi":"","title":"www.vanderbilt.edu/econ Shared Consumption: A Technological Analysis*","year":2003,"lang":"en","type":"article","venue":"","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public good; Presentation (obstetrics); Foundation (evidence); Private good; Pareto principle; Politics; Goods and services","score_opus":0.04161317111433466,"score_gpt":0.23109669382208628,"score_spread":0.18948352270775162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100701470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5850964,0.00011806873,0.0052064704,0.0005029981,0.00021694059,0.0002362704,0.0000024031951,0.00070150685,0.4079189],"genre_scores_gemma":[0.99527806,0.0000074332384,0.0005011509,0.0014956455,0.0001072271,0.000021529146,0.000041301246,0.000008356421,0.0025393015],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990978,0.000003288152,0.0002360844,0.00031089655,0.000095633026,0.00025629878],"domain_scores_gemma":[0.99952173,0.00004114945,0.00010327892,0.0002771117,0.00004406654,0.000012670974],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034042212,0.00014941076,0.0002332429,0.0003668323,0.0001541379,0.0003356159,0.00018578538,0.0001351327,0.024959229],"category_scores_gemma":[0.00011706011,0.0001153615,0.00014564683,0.0006650827,0.000058887854,0.00083932024,0.00006420004,0.00013463723,0.0041858824],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021941272,0.00009087141,0.5452462,0.00005171993,0.00031152804,0.000015341984,0.00000570208,0.000106487234,0.000031559855,0.44606993,0.0053674886,0.0026812667],"study_design_scores_gemma":[0.0013931731,0.000014496234,0.1898098,0.000026314956,0.000740938,0.0000147771725,0.00027806216,0.011495356,0.00028619255,0.052652594,0.7423373,0.0009510258],"about_ca_topic_score_codex":0.000045900062,"about_ca_topic_score_gemma":0.00014328978,"teacher_disagreement_score":0.73696977,"about_ca_system_score_codex":0.000017597262,"about_ca_system_score_gemma":0.000007772813,"threshold_uncertainty_score":0.9965895},"labels":[],"label_agreement":null},{"id":"W7112201874","doi":"","title":"The Value of Personal Data in Iot : Industry Perspectives on Consumer Conceptions of Value","year":2020,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Value (mathematics); Internet of Things; Big data; Value proposition; Data collection","score_opus":0.06772860980713126,"score_gpt":0.29344193685464576,"score_spread":0.2257133270475145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112201874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96732336,0.000029002871,0.000011873179,0.0047552367,0.000039395065,0.00025860447,0.00009964608,0.000022330527,0.027460521],"genre_scores_gemma":[0.99917674,0.00005377893,0.00002632056,0.00007919048,0.00014394379,5.712846e-7,0.000048638078,0.0000087994285,0.00046201303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987094,0.000044102173,0.00018129505,0.0003343956,0.0004246985,0.00030610047],"domain_scores_gemma":[0.99896747,0.00029547664,0.00013678652,0.00034661675,0.00021490654,0.0000387513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007741196,0.00010709303,0.00018757941,0.00025938067,0.00029397313,0.00005259811,0.00080911047,0.0001265701,0.0005210675],"category_scores_gemma":[0.00044093098,0.00009426403,0.000060801198,0.00075059227,0.00049751793,0.0006128352,0.0007087793,0.0008033826,0.000050321978],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006819886,0.00040854336,0.31628266,0.0002828919,0.00026887705,0.0001862549,0.0028616588,0.00043113474,0.000111624395,0.6606843,0.01621906,0.0015810448],"study_design_scores_gemma":[0.004070556,0.00030229826,0.4914114,0.00050723704,0.00012521866,0.000003001445,0.29381418,0.01658635,0.00025078753,0.002073455,0.1900797,0.00077581],"about_ca_topic_score_codex":0.0035726791,"about_ca_topic_score_gemma":0.000071625574,"teacher_disagreement_score":0.6586108,"about_ca_system_score_codex":0.00004351192,"about_ca_system_score_gemma":0.0001761077,"threshold_uncertainty_score":0.5705323},"labels":[],"label_agreement":null},{"id":"W7114791521","doi":"10.2139/ssrn.5885462","title":"Safer and Cleaner: The Impacts of Airbnb Regulation on Neighborhood Quality&amp;nbsp;","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Externality; SAFER; Exploit; Renting; Quality (philosophy); Natural experiment; Instrumental variable; Differential (mechanical device)","score_opus":0.021763479522007453,"score_gpt":0.26390030378307555,"score_spread":0.24213682426106808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114791521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95084023,0.0026869792,0.0018028812,0.0047431695,0.0012629335,0.000522195,0.000014038934,0.0000758919,0.03805168],"genre_scores_gemma":[0.99517846,0.0011953359,0.000014910459,0.0008619335,0.0014162147,0.00000528619,0.00004688178,0.000018670687,0.0012623253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979622,0.000026057058,0.0005487269,0.00028191233,0.00023999842,0.0009411452],"domain_scores_gemma":[0.9985208,0.00012568584,0.0008201822,0.0003896066,0.00012934467,0.000014402947],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026873231,0.00026648596,0.00035875227,0.00029906383,0.00025965355,0.0003138681,0.00042489643,0.00021678171,0.000089091096],"category_scores_gemma":[0.00018606737,0.00018498865,0.00018347969,0.00016972594,0.000047835594,0.00040997946,0.00032574162,0.0024052865,0.000029885152],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030758453,0.00007126972,0.015379569,0.00034813496,0.00045177742,5.864238e-7,0.0001319036,0.0011303641,0.000022704784,0.93413854,0.00084656064,0.04717103],"study_design_scores_gemma":[0.0006560583,0.00003262121,0.034793623,0.0003745352,0.00016989688,0.000017480968,0.00037991317,0.000644588,0.000017942592,0.9499044,0.012691337,0.00031762075],"about_ca_topic_score_codex":0.00071099936,"about_ca_topic_score_gemma":0.0019484037,"teacher_disagreement_score":0.04685341,"about_ca_system_score_codex":0.0002519667,"about_ca_system_score_gemma":0.00059995224,"threshold_uncertainty_score":0.9998962},"labels":[],"label_agreement":null},{"id":"W7114932109","doi":"10.1108/mip-06-2024-0435","title":"The digital transition of collaborative consumption: toward sharing Economy 4.0","year":2025,"lang":"en","type":"article","venue":"Marketing Intelligence & Planning","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Canada Research Chairs","keywords":"Transaction cost; Sharing economy; Context (archaeology); Decentralization; Database transaction; Information sharing; Digital economy; The Internet","score_opus":0.026426446265754064,"score_gpt":0.2573266030079039,"score_spread":0.2309001567421498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114932109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5994048,0.0013441646,0.024567656,0.0011454654,0.0009183982,0.00053264236,0.00001058227,0.0002335188,0.37184274],"genre_scores_gemma":[0.99905336,0.000026970043,0.00008577062,0.00034704994,0.00017916418,0.00002084532,0.000023895169,0.000009243756,0.00025369535],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989952,0.000007533761,0.00042308736,0.00025559042,0.000077991834,0.00024062097],"domain_scores_gemma":[0.99889153,0.00056191825,0.00023386037,0.0001762432,0.00012799448,0.0000084505755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010805172,0.00014743042,0.0001746781,0.00016329973,0.00037234568,0.0007550966,0.00034029168,0.00006045347,0.00010431954],"category_scores_gemma":[0.0003425008,0.00012250806,0.00006729584,0.00034938563,0.000101381374,0.0009672937,0.0001225988,0.0001636527,0.00006071167],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013433859,0.00008582212,0.61376953,0.0016599357,0.0003504703,0.000022204913,0.0018608767,0.012866025,0.00006823824,0.1283712,0.0038173082,0.23578502],"study_design_scores_gemma":[0.0009734108,0.00005433391,0.077989005,0.006964539,0.00025948585,0.00001562345,0.026675323,0.26319495,0.0030181797,0.09026426,0.52881444,0.001776446],"about_ca_topic_score_codex":0.000022806073,"about_ca_topic_score_gemma":0.0000053187987,"teacher_disagreement_score":0.5357805,"about_ca_system_score_codex":0.000031439544,"about_ca_system_score_gemma":0.00002849916,"threshold_uncertainty_score":0.7281414},"labels":[],"label_agreement":null},{"id":"W7115567558","doi":"10.1522/revueot.v34n3.2011","title":"L' intégration des principes de l’économie circulaire dans le quotidien des ménages : le cas des objets usagés","year":2025,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Free access; Plank; Ostracism; Ile de france","score_opus":0.021390570793358765,"score_gpt":0.2309868900392674,"score_spread":0.20959631924590863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115567558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95544815,0.0041700406,0.010302832,0.009977491,0.0006131304,0.00044902312,0.00002642869,0.00026614754,0.018746745],"genre_scores_gemma":[0.9795725,0.00034950493,0.003952649,0.00038058814,0.00080123317,0.00007343902,0.00012027884,0.00005711385,0.014692745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981361,0.0000431043,0.00059376226,0.0005298143,0.00008443449,0.0006127548],"domain_scores_gemma":[0.9988662,0.00016016283,0.00026569568,0.00045909916,0.00019710313,0.000051714585],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004732758,0.000377708,0.00037278392,0.00042196864,0.002407396,0.0011680061,0.00045759024,0.00024866138,0.00020349724],"category_scores_gemma":[0.0004901446,0.00044340277,0.00017066073,0.0006516703,0.000783246,0.003747573,0.00026759374,0.0002409189,0.00015542745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013196115,0.00030155183,0.7499679,0.0021705516,0.00021045696,0.000024502004,0.005076232,0.00094420044,0.0016950661,0.07750535,0.0016334126,0.16045763],"study_design_scores_gemma":[0.00053865206,0.000018869561,0.75575256,0.0015288076,0.00025288615,0.00004455273,0.0031220946,0.0030491895,0.0047648903,0.118387,0.11198271,0.00055777916],"about_ca_topic_score_codex":0.09111831,"about_ca_topic_score_gemma":0.10232952,"teacher_disagreement_score":0.15989985,"about_ca_system_score_codex":0.0024559158,"about_ca_system_score_gemma":0.0011994935,"threshold_uncertainty_score":0.99986887},"labels":[],"label_agreement":null},{"id":"W7116880915","doi":"10.2139/ssrn.5764245","title":"Redesigning User Experience: The Role of Design Thinking in Global Digital Tourism Services","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Design thinking; Tourism; Website design; Sharing economy; Host (biology); Experience design; Digital economy; User experience design","score_opus":0.009982141271813842,"score_gpt":0.22442621422298606,"score_spread":0.2144440729511722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116880915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9292836,0.009108619,0.0181781,0.0006945891,0.0014859985,0.0008537586,0.000011169942,0.00013180957,0.04025233],"genre_scores_gemma":[0.9980639,0.00033502042,0.00012099001,0.00024066686,0.0009228327,0.000019782721,0.000013673615,0.00001457048,0.00026851153],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99751955,0.000017861006,0.00056050136,0.00031749002,0.00028852705,0.0012960634],"domain_scores_gemma":[0.9988591,0.00007350645,0.0006680148,0.00029150053,0.000097551754,0.000010331442],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001909104,0.00028793083,0.0003478765,0.00021613194,0.00028420042,0.0010665836,0.0013133679,0.00022301028,0.000030677253],"category_scores_gemma":[0.00005156994,0.00021481868,0.00017560463,0.00032893266,0.000039646227,0.0013342839,0.00073860603,0.0022111882,0.000012198029],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004093448,0.00019397085,0.35186937,0.00046230137,0.0007120601,0.000026695096,0.0024267505,0.022337241,0.000025450576,0.512449,0.00017629446,0.108911484],"study_design_scores_gemma":[0.00029561858,0.000011764311,0.0015998511,0.0005192853,0.000049911454,0.000021357393,0.007225877,0.0038788014,0.00003133051,0.98324174,0.0028625915,0.00026185845],"about_ca_topic_score_codex":0.0012088387,"about_ca_topic_score_gemma":0.0006632483,"teacher_disagreement_score":0.4707927,"about_ca_system_score_codex":0.00046152947,"about_ca_system_score_gemma":0.000874102,"threshold_uncertainty_score":0.9999704},"labels":[],"label_agreement":null},{"id":"W7117156529","doi":"10.54254/2754-1169/2025.bl30767","title":"Exploratory Analysis and Predictive Modeling of Airbnb Rental Rates","year":2025,"lang":"","type":"article","venue":"Advances in Economics Management and Political Sciences","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Renting; Exploratory analysis; Outlier; Occupancy; Preprocessor; Exploratory data analysis","score_opus":0.014255902719821568,"score_gpt":0.25772510279378263,"score_spread":0.24346920007396106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117156529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81633043,0.008227247,0.003394136,0.00069716683,0.0006039454,0.00040523702,0.000023492665,0.00001987906,0.17029846],"genre_scores_gemma":[0.98922354,0.009576834,0.0003505077,0.000572794,0.00008886568,0.000020273916,0.000011032929,0.0000055556998,0.0001505689],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979643,0.000013128685,0.00067800266,0.0006887281,0.000083939536,0.0005719066],"domain_scores_gemma":[0.99938005,0.00016927783,0.00020234223,0.00017213417,0.000033493943,0.000042694788],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00080210174,0.00025653132,0.0005126252,0.0012545105,0.00028626705,0.0003862406,0.00033270902,0.000078657074,0.000048953207],"category_scores_gemma":[0.0000388157,0.00024953982,0.000090732,0.0010305604,0.0008332055,0.0037988278,0.0006012172,0.00012362175,0.0000041603503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045979185,0.000052694704,0.34337702,0.00036480417,0.000204421,0.0000012752978,0.000050257768,0.01575814,1.3258465e-7,0.63081634,0.0000050474387,0.009323882],"study_design_scores_gemma":[0.00050088245,0.00003353165,0.020986153,0.00019781388,0.0005219709,1.9587766e-7,0.0045429226,0.69187576,0.0000114967615,0.27845842,0.0025795742,0.00029127378],"about_ca_topic_score_codex":0.00019858808,"about_ca_topic_score_gemma":0.00044440772,"teacher_disagreement_score":0.67611766,"about_ca_system_score_codex":0.000054931796,"about_ca_system_score_gemma":0.000023937251,"threshold_uncertainty_score":0.9999957},"labels":[],"label_agreement":null},{"id":"W7126603955","doi":"","title":"Music Refrain: One More Time","year":2023,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Debt; Momentum (technical analysis); Gateway (web page); Database transaction; Profitability index; Fell; Rate of return","score_opus":0.056823694643202395,"score_gpt":0.17871179111080196,"score_spread":0.12188809646759957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126603955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75011647,0.000004120975,0.000055036104,0.0004051227,0.00021156871,0.000109208,0.0000067910864,0.0005645976,0.24852708],"genre_scores_gemma":[0.9713817,0.0000059739646,0.000026716676,0.0007130443,0.0004627208,6.0546597e-7,0.00012748006,0.000022882,0.02725886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992529,0.0000036927458,0.000105521256,0.0002823988,0.000056909863,0.0002985343],"domain_scores_gemma":[0.9994928,0.000048050948,0.0000875159,0.00031401665,0.000036581983,0.000021031425],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016483916,0.00013332597,0.00016174419,0.000533255,0.0002323812,0.00010584988,0.00037569215,0.000078896854,0.0024316427],"category_scores_gemma":[0.00002493877,0.00015370878,0.00009115038,0.0012405885,0.00004483728,0.001021,0.0003243088,0.00014412115,0.018467318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034796548,0.00055826496,0.21800879,0.0004897683,0.0005346411,0.0016065107,0.0004723816,0.014172163,0.00042340488,0.2668891,0.4798586,0.01663842],"study_design_scores_gemma":[0.0014424637,0.000019943249,0.13419951,0.00007997804,0.00013614041,0.0000034561917,0.0006052527,0.06362486,0.000039116076,0.021936228,0.77704144,0.0008715935],"about_ca_topic_score_codex":0.00024759737,"about_ca_topic_score_gemma":0.00015227968,"teacher_disagreement_score":0.29718286,"about_ca_system_score_codex":0.00003970823,"about_ca_system_score_gemma":0.000012341889,"threshold_uncertainty_score":0.99848026},"labels":[],"label_agreement":null},{"id":"W7126810192","doi":"","title":"First Quarter 2019: D?j? Vu All Over Again: Reliving Groundhog Day","year":2019,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Profit (economics); Debt; Value (mathematics); Price index; House price; Index (typography); Rose (mathematics)","score_opus":0.02072540831489847,"score_gpt":0.16862936593625483,"score_spread":0.14790395762135636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126810192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75321126,0.00002228952,0.0003064291,0.00027061836,0.00082406966,0.00020752443,0.00000549594,0.00020087096,0.24495144],"genre_scores_gemma":[0.9869076,0.000014091839,0.000030281699,0.0015172425,0.0004097473,5.3437157e-7,0.00005550089,0.000027692487,0.011037324],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988825,0.0000080401405,0.00017592633,0.0004456586,0.00007962249,0.00040830922],"domain_scores_gemma":[0.99911505,0.00011537388,0.0001770332,0.00051885936,0.000041570016,0.000032091066],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025041826,0.0002274751,0.00023800298,0.0003864267,0.00020765864,0.00025811148,0.0005322809,0.00013153572,0.0039201346],"category_scores_gemma":[0.000018102834,0.00024453163,0.00015634617,0.0004059124,0.00003349652,0.002481495,0.0003270019,0.00024331536,0.007725868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009702376,0.00018497808,0.7735655,0.00017781317,0.00018039727,0.00013475728,0.00019673925,0.00457815,0.000021773025,0.08602492,0.13440797,0.000429975],"study_design_scores_gemma":[0.0009462856,0.000019330875,0.15910125,0.000074145944,0.0000668503,0.0000024203575,0.0002582204,0.016435482,0.0000038708754,0.0033652298,0.8191878,0.0005390977],"about_ca_topic_score_codex":0.0012076878,"about_ca_topic_score_gemma":0.0011207516,"teacher_disagreement_score":0.6847798,"about_ca_system_score_codex":0.000092600705,"about_ca_system_score_gemma":0.0000141222945,"threshold_uncertainty_score":0.99717104},"labels":[],"label_agreement":null},{"id":"W7128349857","doi":"","title":"Supply of Accommodation Services by Means of Shared Accommodation in the Tourist Region Česká Kanada (Bohemian Canada)","year":2022,"lang":"cs","type":"dissertation","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accommodation; Tourism; Czech; Sharing economy; Destinations","score_opus":0.0066482436539710334,"score_gpt":0.2000455599098861,"score_spread":0.19339731625591505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128349857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8955824,0.002241227,0.00000852825,0.0002926045,0.0024034036,0.0011520736,0.0010888259,0.000032540727,0.09719843],"genre_scores_gemma":[0.97075194,0.000022788585,0.000021155223,0.00018684231,0.00051997125,0.00008697958,0.025242543,0.000054884178,0.003112914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945501,0.00008201174,0.0021646302,0.00072494836,0.002126332,0.00035194136],"domain_scores_gemma":[0.9932428,0.00047578826,0.0037906202,0.00065468374,0.0017944231,0.00004166654],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00046678237,0.00060241914,0.00079668796,0.0006500903,0.00053441693,0.0011139715,0.0013526393,0.0004100685,0.00004352675],"category_scores_gemma":[0.0002166542,0.0005726072,0.00033286057,0.00110402,0.00010386275,0.0048246197,0.00016504336,0.0007186589,9.548013e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003977559,0.0032634872,0.83979607,0.0238689,0.0017357772,0.00043726145,0.012697725,0.0050469427,0.010651928,0.017084632,0.07610136,0.00533834],"study_design_scores_gemma":[0.004216093,0.00039972772,0.7588794,0.0106245065,0.00093385216,0.0003014135,0.018474968,0.008737463,0.016276196,0.00394826,0.17367235,0.0035357517],"about_ca_topic_score_codex":0.08133164,"about_ca_topic_score_gemma":0.03607508,"teacher_disagreement_score":0.09757098,"about_ca_system_score_codex":0.00047306519,"about_ca_system_score_gemma":0.00096872717,"threshold_uncertainty_score":0.999923},"labels":[],"label_agreement":null},{"id":"W7132885592","doi":"","title":"(Social) Pooling in Service, Capacity, and Demand","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pooling; Popularity; Intuition; Flexibility (engineering); Shared resource; Sharing economy; Social network (sociolinguistics)","score_opus":0.04993842246921938,"score_gpt":0.30009694909927725,"score_spread":0.2501585266300579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132885592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726577,0.00037391897,0.000005283336,0.0011329976,0.00096859026,0.00043102953,0.000002498705,0.00013049928,0.024297511],"genre_scores_gemma":[0.9865327,0.00025976187,0.000025352289,0.00090262067,0.0013230933,0.000044066768,0.00050605746,0.00010865432,0.010297689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980237,0.000009904533,0.0005176163,0.0006481035,0.00021565343,0.00058503397],"domain_scores_gemma":[0.9990111,0.000108298846,0.00050436944,0.00019725626,0.00015317838,0.000025821762],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069979083,0.00048801219,0.0006169416,0.0007687292,0.0004882593,0.00085600605,0.0002923344,0.00053765735,0.00034586116],"category_scores_gemma":[0.000108433065,0.0005539252,0.000093672854,0.0011928328,0.000030772328,0.0010668691,0.00020054296,0.00060699944,0.0011267903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012424602,0.0005594276,0.6660618,0.057905674,0.0011738355,0.0003750857,0.17177965,0.001278689,0.0008161916,0.046845976,0.010819867,0.04114134],"study_design_scores_gemma":[0.0034018892,0.000023357696,0.8192747,0.0039786464,0.00063278875,0.000006965872,0.07511936,0.027824428,0.00014093673,0.02711835,0.039347813,0.0031307347],"about_ca_topic_score_codex":0.013875619,"about_ca_topic_score_gemma":0.025730584,"teacher_disagreement_score":0.15321292,"about_ca_system_score_codex":0.000056287387,"about_ca_system_score_gemma":0.000042410866,"threshold_uncertainty_score":0.99969125},"labels":[],"label_agreement":null}]}