{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"6daf55096f05","filters":{"venue":"Journal of Organisational Studies and Innovation"}},"results":[{"id":"W4281644183","doi":"10.51659/josi.21-147","title":"A Process Based Model of Business Incubator in Systems Engineering Terms","year":2022,"lang":"en","type":"article","venue":"Journal of Organisational Studies and Innovation","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Incubator; Process (computing); Process management; Business model; Service (business); Engineering management; Knowledge management; Computer science; Business; Marketing; Engineering","authors":[{"name":"David Luigi Fuschi","is_ca":false},{"name":"Nadezhda Galiyeva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08694067065009317,"gpt":0.2871468054642506,"spread":0.2002061348141575,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001800367,0.0006982313,0.0003571373,0.001403695,0.001522064,0.006333559,0.002171858,0.002905306,0.01575204],"category_scores_gemma":[0.002317934,0.0004505296,0.001080006,0.001753969,0.002377738,0.005824348,0.002287502,0.001630068,0.003144199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251994,"about_ca_system_score_gemma":0.004097043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008630202,"about_ca_topic_score_gemma":0.004796155,"domain_scores_codex":[0.9984211,0.000582103,0.0001072653,0.0003332538,0.0003362287,0.0002200972],"domain_scores_gemma":[0.9986847,0.0005549302,0.0001209301,0.0001742316,0.000282688,0.0001825909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003008929,0.00006024366,0.0007423115,0.00006531248,0.0000136215,0.0004328005,0.001000382,0.02812193,0.0008881442,0.9582889,0.001264754,0.009091492],"study_design_scores_gemma":[0.00008818456,0.0001769315,0.0007505322,0.0001412988,0.00005531194,0.0005554323,0.001117578,0.357427,0.001376202,0.5459018,0.0923482,0.00006138786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02442313,0.0004525923,0.7769334,0.004381396,0.0001730283,0.0005157957,0.0005596806,0.0007202778,0.1918406],"genre_scores_gemma":[0.6677876,0.001326994,0.24346,0.000479488,0.0001536176,0.001614365,0.0008534524,0.0001371208,0.08418737],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01575204,"threshold_uncertainty_score":0.05269587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4212796351","doi":"10.51659/josi.21.148","title":"COVID'S EFFECTS ON HIGHER EDUCATION:FROM CHALLENGES TO OPPORTUNITIES","year":2021,"lang":"en","type":"article","venue":"Journal of Organisational Studies and Innovation","topic":"Technology and Human Factors in Education and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Mental health; Higher education; Context (archaeology); Institution; Public relations; Coronavirus disease 2019 (COVID-19); Psychology; Political science; Pandemic; Medical education; Sociology; Economic growth; Pedagogy; Medicine; Psychiatry; Social science; Economics; Geography; Law","authors":[{"name":"Віктор Вус","is_ca":true},{"name":"Oleksandra Khudoba","is_ca":false},{"name":"Diana Zayats","is_ca":false},{"name":"Лілія Клос","is_ca":false},{"name":"Mariana Shkoliar","is_ca":false},{"name":"Maureen Flaherty","is_ca":false},{"name":"Oleksandr Kovalchuk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1947716852495279,"gpt":0.402801263240689,"spread":0.2080295779911611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008577935,0.000391059,0.0004240483,0.001397385,0.01206977,0.02008493,0.001341858,0.004685833,0.02374808],"category_scores_gemma":[0.01116438,0.0002795167,0.0006811079,0.002098707,0.01130143,0.009312208,0.02001758,0.005851109,0.001666006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009880639,"about_ca_system_score_gemma":0.02466995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01218962,"about_ca_topic_score_gemma":0.01905448,"domain_scores_codex":[0.9879647,0.005017844,0.0003405789,0.0005903112,0.002025385,0.004061121],"domain_scores_gemma":[0.9844355,0.00516866,0.001347334,0.0008541433,0.001231916,0.006962518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001550236,0.0003578631,0.02339267,0.001567231,0.00004900853,0.002186127,0.05715159,0.0004539733,0.0005176547,0.5063179,0.1269084,0.2809426],"study_design_scores_gemma":[0.00002866497,0.0003864758,0.03391775,0.002509617,0.0000177614,0.0008399001,0.1729778,0.0002300903,0.0004210567,0.04814695,0.7404171,0.0001067358],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09898774,0.03920732,0.00159504,0.7012224,0.006258613,0.00009139585,0.0003144012,0.00008774586,0.1522353],"genre_scores_gemma":[0.9221141,0.01959214,0.001623536,0.03505782,0.00231,0.00008366983,0.0001016828,0.00003909245,0.01907793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02374808,"threshold_uncertainty_score":0.07944518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}