{"id":"W4255447248","doi":"10.1017/9781316105139.127","title":"Lázaro Luís Faria do Amaral, Bruno Siqueira Campos Lopes","year":2016,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Lysosomal Storage Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Art; Humanities; LOPES; Art history; Physics; Astronomy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007792673,0.000615838,0.0006163791,0.001350136,0.0009224499,0.002407338,0.0005423796,0.0009358288,0.04280004],"category_scores_gemma":[0.00173419,0.0003154697,0.0003160823,0.0008594496,0.0006848041,0.00242834,0.0008953136,0.002248327,0.0294837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008782655,"about_ca_system_score_gemma":0.001216922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002713037,"about_ca_topic_score_gemma":0.00759545,"domain_scores_codex":[0.9996954,0.00006304199,0.00001133436,0.0000612615,0.0001419961,0.00002693372],"domain_scores_gemma":[0.999598,0.0001586516,0.00002309755,0.00001997751,0.0001325053,0.00006777408],"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":[0.00004744321,0.00003453598,0.0001595291,0.0005215228,0.000006653427,0.000180184,0.0006224453,0.00009907129,0.0006840089,0.02788225,0.7915657,0.1781966],"study_design_scores_gemma":[0.000002127098,0.000005416511,0.0001003114,0.0001658359,0.000002475984,0.0001979935,0.00008250633,0.0000226527,0.00009524481,0.001466415,0.9978547,0.000004337025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00144932,0.4486318,0.004155394,0.04961341,0.02074262,0.00008547106,0.0004843716,0.0006743014,0.4741633],"genre_scores_gemma":[0.006738975,0.2136048,0.003502061,0.009234101,0.004013735,0.00007306425,0.0002099064,0.0004921517,0.7621313],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9572,"threshold_uncertainty_score":0.1431804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678445483812834,"score_gpt":0.2393840029672684,"score_spread":0.21259954812914,"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."}}