{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002918975,0.0002017076,0.0002260299,0.0007233329,0.001135655,0.002375162,0.0003975728,0.0004239688,0.0007088079],"category_scores_gemma":[0.002143051,0.0001072915,0.0001062536,0.001298834,0.002032335,0.001741012,0.00237884,0.0007112497,0.00009981736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757039,"about_ca_system_score_gemma":0.003111365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321018,"about_ca_topic_score_gemma":0.004057691,"domain_scores_codex":[0.9988636,0.0005121657,0.0001152444,0.00007612181,0.0002113997,0.0002215543],"domain_scores_gemma":[0.9986364,0.0006178652,0.0002968881,0.0000729634,0.0001152779,0.0002605745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001762699,0.0004635673,0.1115175,0.001031862,0.00005390552,0.005491863,0.332806,0.002770371,0.005236036,0.1016185,0.004900773,0.4339332],"study_design_scores_gemma":[0.00002259231,0.0005845025,0.2354283,0.00169471,0.00005245891,0.003210712,0.3691637,0.001571161,0.006394178,0.009924971,0.3718511,0.0001015837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648189,0.009935718,0.0007099017,0.003141421,0.00004691463,0.00001535697,0.00002168354,0.00001380818,0.02129621],"genre_scores_gemma":[0.9946339,0.003629413,0.0002957614,0.00009035814,0.000007062779,0.000003633312,0.000009777813,0.000002688537,0.001327386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003321018,"threshold_uncertainty_score":0.01543719,"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."}}