{"id":"W4214654220","doi":"10.1002/9781119810995.app","title":"Appendix A: Component Analysis","year":2021,"lang":"en","type":"other","venue":"","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citation; Art history; Philosophy; Art; Library science; Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0008246659,0.002257243,0.0009452322,0.00368047,0.001015927,0.002287792,0.001863098,0.001450036,0.632012],"category_scores_gemma":[0.00631786,0.0008460617,0.001194535,0.003454106,0.0003040896,0.00198299,0.001183121,0.001363954,0.2718903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054823,"about_ca_system_score_gemma":0.001926796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0078703,"about_ca_topic_score_gemma":0.00728757,"domain_scores_codex":[0.9992773,0.0001290061,0.00006999716,0.000129808,0.000356797,0.00003712848],"domain_scores_gemma":[0.9963564,0.000933831,0.0001012649,0.0003511672,0.002206271,0.00005108709],"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":[0.00008480693,0.00004157948,0.0002990933,0.0008972085,0.00002019128,0.0001259171,0.00005743761,0.008600172,0.0006475744,0.01635337,0.7685739,0.2042988],"study_design_scores_gemma":[0.00003767917,0.00003363447,0.0007675661,0.0003991114,0.00001235471,0.000192103,0.00007716362,0.009577349,0.0007224651,0.01161086,0.9765409,0.00002884144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.002093595,0.005262486,0.4340916,0.001716001,0.004128867,0.002081309,0.1230734,0.0197941,0.4077585],"genre_scores_gemma":[0.02506064,0.007883662,0.2793825,0.0009205356,0.001496581,0.003518479,0.1367318,0.007210819,0.537795],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.367988,"threshold_uncertainty_score":0.5248902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006771111034812648,"score_gpt":0.2094941500467088,"score_spread":0.2027230390118961,"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."}}