{"id":"W4411657733","doi":"10.51847/nxcjks5","title":"10.51847/nxCjkS5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Biopolymer Synthesis and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bacillus subtilis; Flocculation; Characterization (materials science); Chemistry; Glutamic acid; Biochemistry; Materials science; Bacteria; Biology; Organic chemistry; Nanotechnology; Amino acid","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":[0.000520657,0.002105156,0.0007916074,0.001885209,0.001074863,0.002951242,0.001169203,0.002461103,0.9526199],"category_scores_gemma":[0.0006821163,0.0005720156,0.0007947088,0.001336587,0.0007999444,0.001717243,0.001838687,0.001216974,0.9610971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009798099,"about_ca_system_score_gemma":0.0007573499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001892206,"about_ca_topic_score_gemma":0.001982264,"domain_scores_codex":[0.999597,0.00002396558,0.00003559532,0.000128537,0.000150989,0.00006383658],"domain_scores_gemma":[0.9992808,0.00009431144,0.00004738547,0.0001304888,0.0001952826,0.0002517873],"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":[0.0007091506,0.0007198884,0.002130231,0.000659515,0.00004706323,0.0007200135,0.0001405544,0.0006657664,0.03329184,0.006516899,0.1979487,0.7564504],"study_design_scores_gemma":[0.0001176261,0.000199056,0.003206896,0.0002689354,0.00002430131,0.001145324,0.000121305,0.0009706478,0.006367273,0.001260587,0.986289,0.00002910619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006177542,0.0009258543,0.00357116,0.0009387355,0.001412543,0.0002130781,0.002701476,0.003360241,0.9806995],"genre_scores_gemma":[0.004455066,0.0002530095,0.001164182,0.0002711071,0.00008805994,0.0000631684,0.002432536,0.0002926406,0.9909802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04738009,"threshold_uncertainty_score":0.06758189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004316992414825238,"score_gpt":0.1856130204211673,"score_spread":0.1812960280063421,"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."}}