{"id":"W4389292882","doi":"10.3920/9789086868971_003","title":"Abstract","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Brill; Islam; Library science; Classics; Political science; History; Theology; Computer science; 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":[],"category_scores_codex":[0.0006383464,0.0006485787,0.0004601701,0.001394392,0.002169587,0.005715497,0.0009975737,0.001598159,0.7267486],"category_scores_gemma":[0.002156704,0.0002543717,0.0005874324,0.001163883,0.0005936711,0.002456364,0.003149142,0.001747592,0.593654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006912,"about_ca_system_score_gemma":0.002932803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004597271,"about_ca_topic_score_gemma":0.005760405,"domain_scores_codex":[0.9991774,0.00009736764,0.00003407443,0.0001277622,0.0004261662,0.0001372395],"domain_scores_gemma":[0.9989607,0.00008593086,0.0000301812,0.000145845,0.0005124724,0.0002649587],"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":[0.00002049844,0.00001992515,0.0001093797,0.0000772804,0.000002274653,0.00004814125,0.00007364083,0.00003611622,0.0001415439,0.01074363,0.9196112,0.06911632],"study_design_scores_gemma":[0.000002334349,0.000004210946,0.0001278808,0.00004303267,9.04313e-7,0.00001950236,0.00006349641,0.00001154884,0.00004481318,0.001037885,0.9986427,0.000001715397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003896065,0.001239163,0.0006933846,0.005301037,0.009975719,0.0000741788,0.001688182,0.0003906861,0.9802479],"genre_scores_gemma":[0.001926387,0.0005582274,0.0002843734,0.001177243,0.0008099158,0.00004668604,0.001094776,0.0001517297,0.9939507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2732514,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3728649215099167,"score_gpt":0.5568159770525706,"score_spread":0.1839510555426538,"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."}}