{"id":"W1972782164","doi":"10.1021/bp049726f","title":"Plant Cell Culture Monitoring Using an in Situ Multiwavelength Fluorescence Probe","year":2005,"lang":"en","type":"article","venue":"Biotechnology Progress","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Canada Research Chairs","keywords":"Tryptamine; Fluorescence; NAD+ kinase; Catharanthus roseus; Tryptophan; Chemistry; Biochemistry; Chromatography; Enzyme; Amino acid","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007602284,0.0001668758,0.0001271763,0.00007013146,0.00008847269,0.00002024046,0.0002368153,0.0006773936,0.000001005517],"category_scores_gemma":[0.00001093351,0.0001399884,0.00002857302,0.0001088799,0.0001165805,0.00001178043,0.00008086535,0.0001920966,0.000005226743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003114774,"about_ca_system_score_gemma":0.00004691289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002103711,"about_ca_topic_score_gemma":0.0003188807,"domain_scores_codex":[0.9990435,0.00003264902,0.0001665135,0.0003925396,0.00007847412,0.0002863542],"domain_scores_gemma":[0.9995875,0.000001248718,0.00007087225,0.0002586608,0.00003297216,0.00004870346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002445983,0.0001621263,0.003484301,0.00001306122,0.000007930451,0.00001655822,0.0001236743,0.00005746277,0.9850968,0.00003199792,0.00009283308,0.01088885],"study_design_scores_gemma":[0.0003550281,0.0001377926,0.0003481338,0.00002864123,0.000007769809,0.00006967408,0.0001018882,0.0005869762,0.9775636,0.000002810689,0.0206011,0.000196591],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939632,0.005019654,0.0002745661,0.0002536948,0.0001295493,0.0002479904,0.00001196805,0.00006275685,0.00003666075],"genre_scores_gemma":[0.9754251,0.0003762207,0.02341546,0.00001839186,0.0004615887,0.00002181638,0.0001277845,0.00001538384,0.000138213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02314089,"threshold_uncertainty_score":0.5708563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694134696527908,"score_gpt":0.2603160458896105,"score_spread":0.2433746989243314,"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."}}