{"id":"W6994513440","doi":"","title":"9781773852096.pdf","year":2021,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fidelity; Scale (ratio); Reliability (semiconductor); Consistency (knowledge bases); Sample (material); Schizophrenia (object-oriented programming); Set (abstract data type); Quality (philosophy)","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":[0.001120654,0.0008369472,0.000635992,0.001767945,0.0009231476,0.005292119,0.00106979,0.001428022,0.9520807],"category_scores_gemma":[0.005264827,0.000443738,0.0005328557,0.002103154,0.0004042645,0.002757129,0.003436672,0.001306803,0.9448407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007205798,"about_ca_system_score_gemma":0.001029771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308461,"about_ca_topic_score_gemma":0.001662539,"domain_scores_codex":[0.9993017,0.0001325623,0.00006788834,0.0001012015,0.0003181287,0.00007849398],"domain_scores_gemma":[0.9973841,0.0007971549,0.0001547489,0.0003091056,0.0007749636,0.0005798345],"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":[0.00003030537,0.00002887003,0.0001409042,0.0001940131,0.00000222091,0.00003326116,0.00003395274,0.00003708438,0.0001312688,0.001355813,0.7608831,0.2371293],"study_design_scores_gemma":[0.000009446961,0.00000900018,0.0002333373,0.0001262245,9.006804e-7,0.00004809611,0.00002465599,0.00002199904,0.00005728859,0.0003462732,0.9991185,0.000004278424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003332188,0.0005677567,0.001313211,0.001001585,0.000991314,0.0001501865,0.01005972,0.002611574,0.9829714],"genre_scores_gemma":[0.001364742,0.0008483715,0.001159534,0.0006665094,0.0002270582,0.0001716604,0.007524611,0.001255644,0.9867819],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04791927,"threshold_uncertainty_score":0.06835097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748888306740514,"score_gpt":0.3182963832235925,"score_spread":0.2908075001561873,"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."}}