{"id":"W4411660178","doi":"10.51847/c5waffaszs","title":"10.51847/C5WafFAsZs","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Bacterial Genetics and Biotechnology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Escherichia coli; Chromatography; Chemistry; Biochemistry; Gene","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":[0.0006240172,0.001989865,0.0009528102,0.002840739,0.001400538,0.002712663,0.001746618,0.002959242,0.9455703],"category_scores_gemma":[0.0007935473,0.0005880077,0.0008245835,0.001756942,0.0011115,0.00158188,0.001990859,0.001481461,0.9393738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566911,"about_ca_system_score_gemma":0.0007861707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003747115,"about_ca_topic_score_gemma":0.003358846,"domain_scores_codex":[0.9994625,0.00002919089,0.00002662749,0.0001580472,0.0002161752,0.0001075344],"domain_scores_gemma":[0.9992459,0.00008216405,0.00005924819,0.0001439964,0.0002157595,0.0002530787],"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":[0.0006354445,0.0005796475,0.001284182,0.0006438756,0.00004604716,0.0006330426,0.0001273924,0.0006302505,0.06104123,0.0138713,0.1991132,0.7213944],"study_design_scores_gemma":[0.0000592486,0.0001001542,0.002035697,0.0001696629,0.0000169897,0.0007313791,0.00007913043,0.0006253897,0.008541097,0.00141355,0.9862022,0.00002545756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006264148,0.001211659,0.007192398,0.001336821,0.001302048,0.0002861065,0.004019044,0.006534227,0.9718536],"genre_scores_gemma":[0.008148184,0.0002958726,0.002810856,0.0002450198,0.00005836349,0.00008800672,0.003130333,0.0007576708,0.9844657],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05442971,"threshold_uncertainty_score":0.07763737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003653177165861092,"score_gpt":0.1742037110975641,"score_spread":0.170550533931703,"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."}}