{"id":"W2071709409","doi":"10.1017/cbo9781139057516.017","title":"O","year":2011,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Design Education and Practice","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceremony; Engineering; Ring (chemistry); Order (exchange); State (computer science); Engineering physics; History; Archaeology; Computer science; Chemistry; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005678551,0.0007238659,0.0002584994,0.0008755583,0.002960659,0.004334104,0.0007188548,0.001878498,0.1370155],"category_scores_gemma":[0.001396858,0.0002396453,0.0003325104,0.0006030687,0.002157655,0.00409397,0.002205984,0.002842876,0.07506443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002932727,"about_ca_system_score_gemma":0.002712692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009052826,"about_ca_topic_score_gemma":0.01805337,"domain_scores_codex":[0.9990295,0.0001277454,0.00003632489,0.0002474907,0.0004044541,0.0001545441],"domain_scores_gemma":[0.9995071,0.00007599135,0.00003056043,0.00006783413,0.000240859,0.00007784391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000241624,0.00002344361,0.000197774,0.0001348427,0.000002017329,0.0001069531,0.002212787,0.00006566344,0.0003032492,0.3540855,0.5570335,0.08581007],"study_design_scores_gemma":[9.406636e-7,0.000003661732,0.00006384886,0.00003786483,4.434401e-7,0.00005196726,0.0001292882,0.00001010216,0.00004819202,0.003745775,0.9959059,0.000001893187],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003373651,0.00192971,0.000852353,0.002488278,0.001990782,0.00002844564,0.000107423,0.00007008303,0.9921956],"genre_scores_gemma":[0.005449193,0.001370537,0.0005093562,0.001992712,0.0004155431,0.00001938207,0.00009221182,0.00006579865,0.9900852],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8629845,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03504558528694438,"score_gpt":0.1919265674208213,"score_spread":0.156880982133877,"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."}}