{"id":"W4409787622","doi":"10.61091/jcmcc127a-382","title":"Study on the Construction of Multilevel Regression Model for the Integration of Sichuan Rural Music and Cultural Tourism Industry under the Rural Revitalization Strategy","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Rural tourism; Regression analysis; Multilevel model; Geography; Economic geography; Business; Regional science; Tourism geography; Statistics; Archaeology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001786894,0.0001318757,0.0002845989,0.00005436694,0.000659049,0.0001042983,0.0002381885,0.0001232099,0.000001406936],"category_scores_gemma":[0.0003124316,0.00006367946,0.00008110583,0.0001610395,0.0003014855,0.0001273435,0.00007588669,0.0003019357,3.922345e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005510575,"about_ca_system_score_gemma":0.0001187449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003319784,"about_ca_topic_score_gemma":0.000002528562,"domain_scores_codex":[0.9985135,0.0001841107,0.0006174021,0.00007682748,0.0004868406,0.0001212921],"domain_scores_gemma":[0.9975976,0.001133203,0.0008242293,0.0001118884,0.0003013386,0.00003168274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008452306,0.0001929787,0.0003237028,0.00002894771,0.00008673816,2.092662e-7,0.01122211,0.000627872,0.00028525,0.9846525,0.0002143468,0.002280826],"study_design_scores_gemma":[0.002990017,0.0005136373,0.00446276,0.001010222,0.0002504467,0.000005671951,0.1809365,0.04089529,0.0004950445,0.7682052,0.00006310739,0.0001720836],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907758,0.0001322638,0.004635035,0.001047695,0.002540959,0.0006363,0.000001035605,0.000004185159,0.0002266799],"genre_scores_gemma":[0.9993683,0.00008525041,0.0002231827,0.00002016821,0.0002686616,0.000005026725,6.687531e-7,0.000005791118,0.00002301804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2164472,"threshold_uncertainty_score":0.5068939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05844709728591273,"score_gpt":0.3224762777798004,"score_spread":0.2640291804938877,"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."}}