{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003968044,0.00007664171,0.00006215146,0.00001300333,0.00005257902,0.00001405706,0.0001427691,0.00006412504,0.9135012],"category_scores_gemma":[0.000006482759,0.00007382813,0.0000436556,0.00005922703,0.00002396627,9.840688e-7,0.00002824203,0.00002475513,0.828177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003041831,"about_ca_system_score_gemma":0.00001354567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006522324,"about_ca_topic_score_gemma":1.384575e-7,"domain_scores_codex":[0.9995261,0.00001187589,0.00008370768,0.0001916552,0.00005044273,0.000136149],"domain_scores_gemma":[0.9996039,0.000003439592,0.00001201199,0.0002865077,0.00001542105,0.00007877255],"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":[0.00002461531,0.00003683844,2.852658e-7,0.000001071386,0.00001204527,2.276488e-7,0.000001475969,0.000003536178,0.1268656,0.000003226489,0.04043502,0.832616],"study_design_scores_gemma":[0.00006318017,0.0000576398,0.00003369799,0.000002022279,0.000006322701,0.000003150835,3.497757e-7,0.000008378776,0.05736097,9.132706e-7,0.942364,0.00009935511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008968011,0.0002205318,0.000005306044,0.0004548437,0.000001114996,0.00009680232,0.00002101247,0.00002115692,0.9902112],"genre_scores_gemma":[0.007270779,0.000002192509,0.0001516745,0.0001525023,0.0001477522,0.0000354137,0.00004246175,0.00001390774,0.9921833],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.901929,"threshold_uncertainty_score":0.3010624,"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."}}