{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002598721,0.0004985247,0.0004570434,0.0002166655,0.0002533911,0.0003039591,0.0005224177,0.0006081093,0.0004783517],"category_scores_gemma":[0.0001213576,0.000247318,0.0002845385,0.0001844585,0.0002171242,0.0003568803,0.0003200242,0.0007991532,0.0002641865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003613099,"about_ca_system_score_gemma":0.0001703658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005663249,"about_ca_topic_score_gemma":0.000953525,"domain_scores_codex":[0.9998016,0.0000314173,0.000008904293,0.00008833168,0.00004940463,0.00002032588],"domain_scores_gemma":[0.9998394,0.000044187,0.00003375135,0.00003117283,0.00003112928,0.00002033347],"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":[0.000005179507,0.000002242204,0.00002142904,0.000007482764,7.499198e-7,0.000009708391,0.000004255653,0.00001772178,0.9994686,0.00002052624,0.000004895271,0.0004372807],"study_design_scores_gemma":[0.00000223224,0.00004734542,0.0004110518,0.000001574723,0.000005397884,0.0001119535,0.000007626529,0.0009839887,0.9973978,0.00001859017,0.001008475,0.000003982611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6567094,0.002186008,0.3367492,0.0004046118,0.00009595993,0.0001248487,0.0004647095,0.001189905,0.002075309],"genre_scores_gemma":[0.7919591,0.001842346,0.200852,0.0001333551,0.00002935017,0.0002166712,0.000548738,0.00008143461,0.004337074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006081093,"threshold_uncertainty_score":0.002621472,"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."}}