{"id":"W4399029019","doi":"10.32702/2306-6814.2024.10.82","title":"ОСОБЛИВОСТІ РОЗВИТКУ ТА ПРИНЦИПИ ФУНКЦІОНУВАННЯ ІННОВАЦІЙНОЇ ЕКОСИСТЕМИ","year":2024,"lang":"uk","type":"article","venue":"Investytsiyi praktyka ta dosvid","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Alberta Paraplegic Foundation","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00159661,0.001635798,0.001232559,0.001932523,0.0009558693,0.00975569,0.001936265,0.0007981834,0.01242382],"category_scores_gemma":[0.001220174,0.001690356,0.0007165354,0.005359938,0.0007862181,0.006880745,0.001641304,0.001621521,0.04170386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005322965,"about_ca_system_score_gemma":0.001595809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357633,"about_ca_topic_score_gemma":0.00102332,"domain_scores_codex":[0.9913669,0.0002086708,0.002104706,0.002515883,0.001864758,0.001939084],"domain_scores_gemma":[0.9954068,0.0006021596,0.0007727973,0.002118081,0.0008869371,0.0002132328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001936465,0.0005180938,0.007500119,0.003944994,0.0008219202,0.001017619,0.001067905,0.0002519951,0.001835099,0.1964502,0.7665555,0.01984293],"study_design_scores_gemma":[0.001125954,0.00008854779,0.001068785,0.002008325,0.0007216782,0.00004260086,0.0007374524,0.01051041,0.0003888539,0.0161592,0.9652183,0.00192989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09339133,0.06416559,0.005249495,0.08028305,0.06288031,0.006428094,0.0008329183,0.00803562,0.6787336],"genre_scores_gemma":[0.9251417,0.0008943948,0.0006604153,0.01264472,0.01532598,0.0003686835,0.0006216382,0.0005720554,0.0437704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8317504,"threshold_uncertainty_score":0.9996389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618179119001504,"score_gpt":0.2458641123802311,"score_spread":0.2296823211902161,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}