{"id":"W4233382295","doi":"10.1017/9781139939508.035","title":"CD7","year":2016,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Content (measure theory); Information retrieval; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003907133,0.0007869374,0.0007053108,0.001205597,0.0007773989,0.00356355,0.001184837,0.001321647,0.8483998],"category_scores_gemma":[0.001359447,0.0003017785,0.0004543941,0.001561981,0.0002995081,0.001477076,0.001228125,0.001484569,0.7722722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008621595,"about_ca_system_score_gemma":0.0008680517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008833042,"about_ca_topic_score_gemma":0.00212475,"domain_scores_codex":[0.9996468,0.00002531149,0.00001687052,0.00007526288,0.0001876552,0.00004803759],"domain_scores_gemma":[0.9993805,0.0001051491,0.00002092403,0.00004631285,0.0002584109,0.0001886555],"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":[0.00004589985,0.00002832326,0.0000368553,0.0002245638,0.000002082055,0.00004972394,0.00002068036,0.00004824321,0.001905904,0.003325572,0.8265545,0.1677577],"study_design_scores_gemma":[0.000002520679,0.000007829098,0.00004140783,0.00003597276,7.997278e-7,0.00005141364,0.000008634919,0.0000108607,0.0002190363,0.0003712372,0.9992483,0.000001959284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003887039,0.005626836,0.002002837,0.002683932,0.005388532,0.0001222342,0.004832343,0.001102281,0.9778523],"genre_scores_gemma":[0.0005426384,0.001470183,0.0004517297,0.0005839574,0.0002197689,0.00003205695,0.001714274,0.0001605804,0.9948249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8483998,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01228830665270426,"score_gpt":0.2105927966115139,"score_spread":0.1983044899588096,"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."}}