{"id":"W4238280015","doi":"10.1017/cbo9780511525131.015","title":"Stately and wonderful","year":2005,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telescope; Astrophysics; Sky; Astronomy; Physics; Queen (butterfly); Stars; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004227308,0.0003405202,0.0003812492,0.0003016053,0.0008317323,0.00003172425,0.0004121415,0.0005935907,0.000207343],"category_scores_gemma":[0.00006292519,0.0004019621,0.00008974504,0.00001113291,0.000331283,0.0002343021,0.0007096107,0.001811605,0.0004909373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007454811,"about_ca_system_score_gemma":0.0009066446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006456703,"about_ca_topic_score_gemma":0.00001699508,"domain_scores_codex":[0.9979209,0.0002113693,0.0002986449,0.0005863351,0.0004363216,0.0005464031],"domain_scores_gemma":[0.9979423,0.000332538,0.0003510859,0.0006119701,0.00035191,0.0004101555],"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":[0.0002945715,0.0000268341,0.0003993479,0.0004424525,0.0001728714,0.0001663315,0.0008844706,2.782039e-7,0.00002168087,0.8302751,0.1581126,0.009203449],"study_design_scores_gemma":[0.0007406188,0.00003601194,0.001463591,0.0001805091,0.0001257203,0.00001179164,0.0009313372,0.00001085245,0.0000114315,0.00002083,0.9961185,0.0003488347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001941187,0.0004557857,0.00002792505,0.0002303597,0.0004464484,0.001062065,0.0003145973,0.000137772,0.9953839],"genre_scores_gemma":[0.0009457461,0.0009264941,0.00006709318,0.0003853601,0.000391386,0.000003281528,0.0000954351,0.00007798991,0.9971072],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8380058,"threshold_uncertainty_score":0.9998432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08629680516852768,"score_gpt":0.3718819797205721,"score_spread":0.2855851745520445,"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."}}