{"id":"W7131300603","doi":"10.59193/jmp.v4i1.360","title":"PERAN EKONOMI KREATIF DALAM MENINGKATKAN KREATIVITAS DAN INOVASI PRODUK PARIWISATA DI KOTA BATAM MELALUI PERSPEKTIF KEWIRAUSAHAAN","year":2025,"lang":"","type":"article","venue":"Jurnal Mata Pariwisata","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Marketing communication","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","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.009173053,0.001982179,0.002529587,0.001179729,0.00695745,0.002933812,0.00601957,0.001168482,0.001537041],"category_scores_gemma":[0.00537909,0.002060718,0.0008868541,0.003816454,0.00327378,0.002598312,0.004076456,0.003805855,0.0001674389],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003243879,"about_ca_system_score_gemma":0.008483951,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01147771,"about_ca_topic_score_gemma":0.008813938,"domain_scores_codex":[0.983809,0.004383265,0.003135415,0.002910995,0.002369602,0.003391752],"domain_scores_gemma":[0.9882685,0.002687677,0.001208798,0.005137402,0.001165642,0.001532015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001059878,0.002870139,0.7207706,0.001330347,0.002019883,0.0002470362,0.06871522,0.00004339036,0.0001879082,0.1168503,0.03837912,0.04752623],"study_design_scores_gemma":[0.003627278,0.0004476189,0.2918367,0.00096204,0.001237206,0.00002650584,0.07723367,0.0004770508,0.0005286495,0.004619659,0.6162077,0.002795944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.788116,0.002860765,0.0002015801,0.03289672,0.003430078,0.003744715,0.0003821462,0.0005161937,0.1678518],"genre_scores_gemma":[0.9787458,0.001215391,0.0006441448,0.0007261873,0.001076068,0.000276773,0.0006025039,0.0001584809,0.01655471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5778286,"threshold_uncertainty_score":0.9994388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01945539242576802,"score_gpt":0.30818645728736,"score_spread":0.288731064861592,"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."}}