{"id":"W1641542378","doi":"10.3968/6774","title":"Research Into Management Mechanism and Operation of Off-Campus Practice Bases in High-Standard Characteristic Campus","year":2015,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Mechanism (biology); University campus; Engineering management; Teaching staff; Computer science; Business; Medical education; Sociology; Engineering; Pedagogy; Medicine; Library science","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":[0.004036928,0.00006289587,0.0001368764,0.000220969,0.0004217695,0.00007323096,0.0002442635,0.0000736598,0.000156468],"category_scores_gemma":[0.001084889,0.00005899213,0.00001406181,0.001021141,0.001507056,0.00056698,0.00007753047,0.0001158548,0.00001143639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004150019,"about_ca_system_score_gemma":0.00149554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005765094,"about_ca_topic_score_gemma":0.00006441664,"domain_scores_codex":[0.9978746,0.0004205248,0.0002605407,0.0002372036,0.0009273032,0.0002798164],"domain_scores_gemma":[0.9983544,0.0002354801,0.0001370339,0.00009615333,0.001005448,0.0001714578],"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":[0.00002603449,0.0001909156,0.0006222432,0.00001998141,0.000001758654,2.947213e-7,0.01640679,4.359278e-7,0.0002349738,0.9753607,0.0003311364,0.006804768],"study_design_scores_gemma":[0.000536252,0.0003256853,0.379105,0.00008978471,0.00003074326,8.85217e-7,0.08695296,0.00001029828,0.001093818,0.4034454,0.1281362,0.0002729365],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8380709,0.0001340047,0.0000427758,0.01213823,0.001383277,0.0004478424,0.000004146541,0.00001589287,0.1477629],"genre_scores_gemma":[0.9958398,0.00006448803,0.001269472,0.0002736944,0.0002312113,0.00003814029,0.000004048058,0.000003155308,0.002275958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5719153,"threshold_uncertainty_score":0.8715137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05614217815520488,"score_gpt":0.4402284211711484,"score_spread":0.3840862430159435,"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."}}