{"id":"W4409793556","doi":"10.61091/jcmcc127a-243","title":"Research on the Design of Digital Training System for Tourism Majors and Innovation of School-Enterprise Collaboration Mode","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Tourism; Mode (computer interface); Engineering management; Knowledge management; Engineering; Business; Computer science; Geography; Human–computer interaction","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":[0.003785725,0.0001319218,0.0004078836,0.0006756734,0.0002759014,0.0003843345,0.0002188331,0.00009860781,0.000001040472],"category_scores_gemma":[0.001772584,0.0001029927,0.00005554566,0.001160532,0.00008841635,0.0004551022,0.0001001511,0.0002444688,3.408687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005935881,"about_ca_system_score_gemma":0.0001852956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001041373,"about_ca_topic_score_gemma":1.206044e-7,"domain_scores_codex":[0.998237,0.00005832058,0.0009632654,0.000124124,0.0004551369,0.0001622128],"domain_scores_gemma":[0.9954968,0.001287294,0.00114082,0.00014015,0.001919017,0.00001592087],"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":[0.0001941157,0.0002280383,0.0001524769,0.0007094633,0.00006603895,7.971427e-7,0.0007174752,0.0001260765,0.0002915284,0.9961444,0.0006857376,0.0006838831],"study_design_scores_gemma":[0.002627527,0.000332757,0.0001699077,0.001553353,0.00008623996,0.000002637511,0.01084894,0.02106334,0.0007878187,0.962078,0.0003177786,0.0001316742],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773936,0.00005623352,0.01566626,0.0006441214,0.004448554,0.0006037038,0.000002298206,0.00001111237,0.00117417],"genre_scores_gemma":[0.9982706,0.000004350542,0.0006933589,0.00001694267,0.0009870417,0.000005745761,0.000001972853,0.00001281157,0.000007116072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03406635,"threshold_uncertainty_score":0.4199922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0516259440200497,"score_gpt":0.3219750329130284,"score_spread":0.2703490888929787,"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."}}