{"id":"W4406653510","doi":"10.1016/b978-0-7020-6997-0.00007-8","title":"10.1016/b978-0-7020-6997-0.00007-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gastroenterology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001135924,0.001922348,0.001437562,0.001874553,0.001121206,0.005092481,0.002745915,0.004102311,0.9777264],"category_scores_gemma":[0.002456381,0.0008127069,0.0008072736,0.002256444,0.001178629,0.005295647,0.003042354,0.002282788,0.9896957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001054361,"about_ca_system_score_gemma":0.0009869072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00295855,"about_ca_topic_score_gemma":0.00261544,"domain_scores_codex":[0.9994195,0.00004567121,0.00004194361,0.0001936133,0.0002032587,0.00009604916],"domain_scores_gemma":[0.9978616,0.0007044171,0.0001757415,0.0003801915,0.0003884239,0.0004897595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001023479,0.0001082962,0.0003680289,0.0003429539,0.00001505107,0.00008556197,0.00006045034,0.000388768,0.001402,0.007260089,0.3760296,0.6138368],"study_design_scores_gemma":[0.00001773406,0.00003373408,0.000503531,0.0002388608,0.00000783208,0.0001606152,0.00005978279,0.0001862663,0.0002999757,0.001911784,0.9965668,0.00001325211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001997156,0.0005110417,0.001715533,0.0004689972,0.0001737893,0.00005452983,0.00126324,0.00149681,0.9941164],"genre_scores_gemma":[0.0007721036,0.0003055,0.0006636465,0.0001548006,0.00004536633,0.00004469929,0.0007410498,0.0003410219,0.9969317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0222736,"threshold_uncertainty_score":0.03177059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194405688646515,"score_gpt":0.1548234284020533,"score_spread":0.1328793715155882,"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."}}