{"id":"W4411617701","doi":"10.51847/smtxhi8","title":"10.51847/sMtXHi8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Cancer Research and Treatments","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pseudomonas; Chemistry; Production (economics); Pharmacology; Biochemistry; Biology; Bacteria; Economics; Genetics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000329884,0.00007235269,0.00005816108,0.0000176731,0.00003756603,0.00001614395,0.0001036361,0.0000380699,0.9346684],"category_scores_gemma":[0.00001035991,0.00006717302,0.00004012464,0.00005423042,0.0000181068,0.000001282495,0.00003420352,0.00002588628,0.8724361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001189447,"about_ca_system_score_gemma":0.00003165262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005239853,"about_ca_topic_score_gemma":0.000001629233,"domain_scores_codex":[0.9994717,0.00001493206,0.00005653051,0.0001770492,0.0000847984,0.0001950091],"domain_scores_gemma":[0.9996309,0.000002421281,0.000006535727,0.0002143005,0.00002049207,0.000125369],"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":[0.0002400729,0.00005414513,0.000002218236,0.000002001786,0.00004018145,0.000006810647,0.000001794012,0.00001376688,0.008318528,1.844102e-7,0.06234835,0.9289719],"study_design_scores_gemma":[0.0003074339,0.0003496856,0.00007262259,0.000002622723,0.00000446541,0.000005616441,1.680271e-7,0.000004907853,0.005306983,9.383443e-7,0.9938677,0.00007688002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02856261,0.0002285516,6.13392e-7,0.0001297625,0.000001144735,0.0001302735,0.00003088067,0.00001400378,0.9709021],"genre_scores_gemma":[0.007417586,0.000004117019,0.00004319543,0.00005867223,0.0001063405,0.00002656378,0.00009275451,0.00001234791,0.9922384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9315193,"threshold_uncertainty_score":0.2739236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005521600474433491,"score_gpt":0.2213872559226165,"score_spread":0.215865655448183,"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."}}