{"id":"W4411938181","doi":"10.36690/2733-2039-2025-2-33-43","title":"INNOVATIVE MANAGEMENT OF CULTURAL, EDUCATIONAL AND SCIENTIFIC PROJECTS IN THE PUBLIC SECTOR: ECONOMIC TOOLS AND MARKETING STRATEGIES","year":2025,"lang":"en","type":"article","venue":"PEDAGOGY AND EDUCATION MANAGEMENT REVIEW","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre National de la Recherche Scientifique","keywords":"Marketing; Business; Marketing management; Public sector; Economics; Economy","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":[0.006425395,0.000482521,0.0002601584,0.004949287,0.002924964,0.01092812,0.001055915,0.001265426,0.003544349],"category_scores_gemma":[0.00791872,0.0003079679,0.0003573731,0.00331844,0.004323241,0.00595397,0.004589076,0.0009825774,0.0004320772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004921551,"about_ca_system_score_gemma":0.006817252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008048632,"about_ca_topic_score_gemma":0.001348007,"domain_scores_codex":[0.9961067,0.002291554,0.0001408274,0.000206255,0.000841534,0.0004131366],"domain_scores_gemma":[0.9927438,0.003319613,0.001436394,0.0006082418,0.0006582779,0.001233773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009488835,0.001900246,0.04862198,0.0007607726,0.000095464,0.001015013,0.03726318,0.002063308,0.004607743,0.275207,0.003663116,0.6247073],"study_design_scores_gemma":[0.0001754065,0.001698282,0.1291285,0.002342321,0.0002466705,0.002290596,0.2630242,0.02321486,0.009491905,0.192828,0.3753296,0.0002297543],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7366986,0.00211535,0.0339707,0.008428435,0.00007034789,0.001242376,0.00004788095,0.0001933419,0.217233],"genre_scores_gemma":[0.9865096,0.0007062503,0.00757598,0.0001593533,0.0000314035,0.0002548623,0.00001558817,0.0000148856,0.004732067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01092812,"threshold_uncertainty_score":0.03570855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440623816910107,"score_gpt":0.3279966073241606,"score_spread":0.2835903691550596,"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."}}