{"id":"W4406472860","doi":"10.1016/s1541-9800(10)70444-0","title":"10.1016/s1541-9800(10)70444-0","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":"Computer science","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":[0.00008156239,0.0001226299,0.0002010302,0.00009435012,0.00006717926,0.000006075673,0.0001138545,0.001509286,0.998749],"category_scores_gemma":[0.00003336918,0.0001002703,0.00006675252,0.0002287704,0.00007578795,0.00002812988,0.00002711894,0.0009972156,0.9972956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002044228,"about_ca_system_score_gemma":0.00003048487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007474264,"about_ca_topic_score_gemma":6.724318e-8,"domain_scores_codex":[0.9992688,0.00001494113,0.0001518964,0.0002089822,0.0001071252,0.0002481955],"domain_scores_gemma":[0.9994609,0.00002137778,0.00001816719,0.0003407885,0.00003032871,0.0001284581],"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":[0.000242301,0.00008033825,1.232674e-7,0.000008519364,0.00005860356,0.00004907995,0.00001121618,0.000003646059,0.0002255841,0.00000625013,0.6001814,0.3991329],"study_design_scores_gemma":[0.0005701151,0.0003836098,0.00004529569,0.00004625232,0.00006860617,0.0001048228,0.000001197545,0.00007131146,0.001154266,0.000009090149,0.9974237,0.000121738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007052214,0.0002476894,0.000001286365,0.01413727,0.000002507761,0.0001803231,0.00000340003,0.000296721,0.9844256],"genre_scores_gemma":[0.0004196491,0.000004095751,0.000118853,0.0003340133,0.0001059827,0.00000863377,0.00001567103,0.00001933216,0.9989738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3990112,"threshold_uncertainty_score":0.999787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003981817876386241,"score_gpt":0.1751352962428851,"score_spread":0.1711534783664988,"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."}}