{"id":"W7140343727","doi":"10.37332/2309-1533.2025.3.14","title":"FINANCIAL INSTRUMENTS FOR SUPPORTING ENTREPRENEURSHIP IN THE AQUACULTURE SECTOR: INTERNATIONAL EXPERIENCE AND UKRAINIAN REALITIES","year":2025,"lang":"","type":"article","venue":"INNOVATIVE ECONOMY","topic":"Economic and Business Development Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ukrainian; Entrepreneurship; Financial instrument; State (computer science); Financial analysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001023722,0.00037315,0.0006066276,0.0005577037,0.0002845615,0.0005861711,0.0006409636,0.0002189112,0.0002848852],"category_scores_gemma":[0.0004092395,0.0003876116,0.00008439543,0.0006626456,0.00033374,0.001020577,0.0001847057,0.0003156959,0.00001599974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707158,"about_ca_system_score_gemma":0.0002814611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001533421,"about_ca_topic_score_gemma":0.0001042897,"domain_scores_codex":[0.9968944,0.00003258882,0.001651697,0.000859724,0.00003018211,0.0005313872],"domain_scores_gemma":[0.9984382,0.0002106884,0.0008853798,0.0002781417,0.0001597257,0.00002785457],"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":[0.0000580188,0.00006955468,0.4574698,0.0001040177,0.00008642839,0.00000198269,0.02223566,0.000005279772,0.000002151021,0.5138131,0.0007403881,0.005413588],"study_design_scores_gemma":[0.002254122,0.00006243471,0.393003,0.0001821528,0.000007972789,0.000005670235,0.01456247,0.0006079989,0.0001402135,0.150229,0.4382954,0.0006496523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9028923,0.0003518568,0.0004761269,0.007619541,0.001739031,0.0008832531,0.0003567039,0.00001496355,0.08566625],"genre_scores_gemma":[0.9935963,0.0002211932,0.0003479919,0.003124855,0.000224877,0.0004619044,0.0001358514,0.0000155991,0.001871452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.437555,"threshold_uncertainty_score":0.9998576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04682722414136164,"score_gpt":0.2819975545781107,"score_spread":0.2351703304367491,"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."}}