{"id":"W4235925057","doi":"10.1007/978-1-4471-2185-5_5","title":"International Perspectives","year":2011,"lang":"en","type":"book-chapter","venue":"Computers in health care","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"RealNetworks (Canada)","funders":"","keywords":"Multiculturalism; Perspective (graphical); Political science; Key (lock); Engineering ethics; Regional science; Geography; Public relations; Medicine; Computer science; Engineering; Law; Computer security","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007924494,0.0002979664,0.0004482904,0.0006635382,0.0004111514,0.00001917701,0.0006923339,0.000430316,0.005139946],"category_scores_gemma":[0.0001615877,0.0003251221,0.0001064099,0.00006581614,0.0001273678,0.0001651179,0.0004676337,0.002380357,0.001773758],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004420766,"about_ca_system_score_gemma":0.002964858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102951,"about_ca_topic_score_gemma":0.0001494973,"domain_scores_codex":[0.9970359,0.0003059764,0.0008537143,0.000652449,0.0005560291,0.0005959432],"domain_scores_gemma":[0.9974924,0.0004165465,0.0005951491,0.0005793917,0.0006289814,0.0002874933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002707661,0.0001672641,0.02228994,0.004612816,0.0001702373,0.00008235835,0.3319436,0.00000550096,2.64313e-7,0.3839041,0.1331203,0.1234328],"study_design_scores_gemma":[0.0004795252,0.00008867856,0.01122352,0.001291746,0.000005034949,0.000005858319,0.01739668,0.00001524467,7.124115e-8,0.003865883,0.9653704,0.0002574025],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008524943,0.008415894,0.0001999388,0.005551106,0.009685466,0.001554237,0.0001001502,0.000108384,0.9742996],"genre_scores_gemma":[0.01537629,0.01783622,0.005405838,0.01082958,0.006330355,0.0004327496,0.001160278,0.0003964851,0.9422322],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8322501,"threshold_uncertainty_score":0.9999212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206486889539471,"score_gpt":0.5051301162827152,"score_spread":0.3844814273287681,"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."}}