{"id":"W2081549031","doi":"10.1016/j.aca.2012.05.024","title":"Development of a potassium-selective optode for hydroponic nutrient solution monitoring","year":2012,"lang":"en","type":"article","venue":"Analytica Chimica Acta","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Space Agency; University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Optode; Chemistry; Potassium; Environmental chemistry; Nutrient; Inorganic chemistry; Organic chemistry; Ion","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":[0.0003985626,0.0004066685,0.0004184265,0.0002094199,0.0002941419,0.0004460232,0.001127652,0.0008623519,0.0006786922],"category_scores_gemma":[0.0003678428,0.0003761621,0.0002918861,0.0001893551,0.0003181942,0.0008134697,0.0005827053,0.0006468777,0.00051882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006507334,"about_ca_system_score_gemma":0.001160712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386129,"about_ca_topic_score_gemma":0.003101849,"domain_scores_codex":[0.999719,0.00001782632,0.00001786659,0.0001036097,0.0001106877,0.00003099129],"domain_scores_gemma":[0.9997392,0.00006409297,0.00003195888,0.00001944844,0.0001093776,0.0000358373],"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":[0.00003116173,0.00001068687,0.0001404524,0.00004035624,0.000003229304,0.00002571746,0.00001450441,0.00005438336,0.995805,0.0001274098,0.0000416301,0.003705399],"study_design_scores_gemma":[0.000009313371,0.00008063845,0.0004951391,0.000005137876,0.000009050257,0.0001609388,0.00001331573,0.001910759,0.9953563,0.00004221437,0.001908289,0.000008933344],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6813493,0.002739723,0.3088455,0.0008117976,0.0003569913,0.0003831685,0.0005711682,0.001165133,0.003777208],"genre_scores_gemma":[0.6168313,0.002563176,0.3701952,0.0004304154,0.00004914904,0.0002725613,0.0003647189,0.0001247297,0.009168836],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001386129,"threshold_uncertainty_score":0.004721403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02417570222769373,"score_gpt":0.2705742151878329,"score_spread":0.2463985129601391,"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."}}