{"id":"W4406498174","doi":"10.1016/0967-0653(96)86086-8","title":"10.1016/0967-0653(96)86086-8","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":"Flip; Biology","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":[0.0000765931,0.0001121667,0.0001851405,0.00008434299,0.00006336487,0.000005621319,0.000105029,0.001431634,0.9977617],"category_scores_gemma":[0.00002795157,0.00009120277,0.00006159185,0.0002170121,0.00007089386,0.00002701634,0.00002366375,0.001050972,0.9972571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001837533,"about_ca_system_score_gemma":0.00002606953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008082495,"about_ca_topic_score_gemma":6.471407e-8,"domain_scores_codex":[0.9993209,0.00001380365,0.0001402332,0.0001937662,0.00009940747,0.0002318708],"domain_scores_gemma":[0.9995046,0.00001923142,0.00001601143,0.0003129329,0.00002479881,0.0001224476],"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":[0.0001764905,0.00007357324,2.397604e-7,0.000007956144,0.00005385945,0.00004713215,0.00001319688,0.000003419939,0.0001381077,0.000008441399,0.3698523,0.6296253],"study_design_scores_gemma":[0.0004878966,0.0003174316,0.0000367756,0.00004331835,0.00006283396,0.0001135907,0.000001281361,0.00005069465,0.001259724,0.00001063881,0.9975037,0.0001121448],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000665258,0.0002501353,0.000001173299,0.01504161,0.000002773928,0.0001756483,0.000003134549,0.0002879876,0.9835723],"genre_scores_gemma":[0.000383417,0.000003806801,0.0001285496,0.0003898114,0.0001022059,0.000007916336,0.00001571648,0.00001746423,0.9989511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6295131,"threshold_uncertainty_score":0.9998647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004673186642556834,"score_gpt":0.1771005426477502,"score_spread":0.1724273560051933,"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."}}