{"id":"W4406646252","doi":"10.1016/b978-84-8086-959-1.00483-1","title":"10.1016/b978-84-8086-959-1.00483-1","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001116755,0.0005312978,0.0009109309,0.0002741225,0.00007104401,0.0000428186,0.0002249437,0.0003709248,0.9983919],"category_scores_gemma":[0.00006425709,0.0004665458,0.0003683491,0.00005210789,0.0000772159,0.00005052333,0.00007579358,0.00007164673,0.9975381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845599,"about_ca_system_score_gemma":0.0003698322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002201169,"about_ca_topic_score_gemma":1.716734e-7,"domain_scores_codex":[0.9978734,0.00001993216,0.0005333457,0.0005647042,0.0006194845,0.0003891483],"domain_scores_gemma":[0.9980798,0.00009887847,0.0001440094,0.0008822313,0.0001308362,0.0006642187],"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":[0.0004253563,0.00008176293,1.825523e-7,0.0002365276,0.0002569577,0.0002852506,0.00001752521,0.000001199436,0.000005868133,0.00005444494,0.6504384,0.3481965],"study_design_scores_gemma":[0.001076428,0.0003389567,0.000009028744,0.001049482,0.0006432669,0.0001522942,0.000001068629,0.000005792911,0.00001051888,0.0001295419,0.9961051,0.0004785382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002702093,0.001775715,4.361912e-7,0.0002137918,0.000009755162,0.0008717135,0.0001755325,0.0002728558,0.9966775],"genre_scores_gemma":[0.00001207447,0.000001781195,0.00003799851,0.0002567614,0.001165727,0.00004153342,0.0003229208,0.0001568966,0.9980043],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.347718,"threshold_uncertainty_score":0.9997786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094395476464574,"score_gpt":0.1949976601627727,"score_spread":0.1840537053981269,"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."}}