{"id":"W2993113986","doi":"","title":"An Analysis on College Hospital Management in the Background of College Logistics Socialization","year":2015,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; China; Scientific management; Communism; Scientific development; Work (physics); Sociology; Management philosophy; Focus (optics); Medical education; Psychology; Public relations; Engineering ethics; Political science; Medicine; Management; Law; Social science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009214376,0.0001382753,0.0001154206,0.00221956,0.003150972,0.002663896,0.000354938,0.0004084109,0.00473019],"category_scores_gemma":[0.00300578,0.00007673289,0.0001815839,0.003346052,0.001224034,0.001841007,0.001849084,0.0008554033,0.00018839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006001516,"about_ca_system_score_gemma":0.005692958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01928698,"about_ca_topic_score_gemma":0.02638357,"domain_scores_codex":[0.9984659,0.0005287178,0.00005767945,0.0000874476,0.0002581998,0.0006020744],"domain_scores_gemma":[0.9959372,0.001141075,0.0008380646,0.00006820519,0.0006966986,0.001318741],"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":[0.0001453403,0.0006969321,0.6006127,0.0002011868,0.000035758,0.001957425,0.1846424,0.0004520534,0.001219492,0.09854919,0.009176211,0.1023113],"study_design_scores_gemma":[0.000005908438,0.00006510998,0.5637025,0.0001233928,0.00001902511,0.0001643832,0.4001315,0.001125969,0.0004468438,0.002474683,0.0317122,0.00002843427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9640824,0.0002124889,0.000462183,0.003101976,0.00003080722,0.00003469395,0.00005662052,0.000008393822,0.03201044],"genre_scores_gemma":[0.9980826,0.0001533392,0.00009835012,0.0001498568,0.00002541109,0.00001015363,0.0000393014,0.000002549755,0.001438364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01928698,"threshold_uncertainty_score":0.04354423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05639050046036787,"score_gpt":0.3464937929715606,"score_spread":0.2901032925111928,"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."}}