{"id":"W4406446145","doi":"10.1016/s0967-0653(98)80716-3","title":"10.1016/s0967-0653(98)80716-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business","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":["research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007570506,0.0001105152,0.0001888479,0.00008340111,0.00006015227,0.000005603551,0.0001038818,0.001402323,0.9991364],"category_scores_gemma":[0.00002665946,0.00008982089,0.00006085413,0.0002113496,0.00006851604,0.00002658967,0.00002370218,0.001030311,0.9992414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000190748,"about_ca_system_score_gemma":0.00002578523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009954001,"about_ca_topic_score_gemma":8.118003e-8,"domain_scores_codex":[0.9993339,0.00001344657,0.0001376065,0.000189872,0.00009850747,0.0002267327],"domain_scores_gemma":[0.9995151,0.00001813717,0.0000158098,0.0003063278,0.00002465823,0.0001199332],"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":[0.0001712023,0.00006480174,5.422462e-8,0.000007115172,0.00005027359,0.00004159657,0.00001153264,0.000002585971,0.00007277329,0.000006611539,0.4815534,0.5180181],"study_design_scores_gemma":[0.0005066184,0.0003069074,0.00001963818,0.00004345404,0.00006362191,0.00009371411,0.000001299952,0.00004562117,0.001035137,0.0000102271,0.9977634,0.0001103928],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003491986,0.0002290538,9.84603e-7,0.01333872,0.000002474194,0.000172882,0.000002664014,0.0002776057,0.9856264],"genre_scores_gemma":[0.0001659648,0.000004289897,0.0001430061,0.0003455253,0.0001009672,0.000007777988,0.00001247053,0.00001717803,0.9992028],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5179076,"threshold_uncertainty_score":0.9998941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004955494619520838,"score_gpt":0.1817260215154095,"score_spread":0.1767705268958887,"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."}}