{"id":"W374545721","doi":"10.1520/stp157320130106","title":"Phosphate Ester-based Fluid Specific Resistance: Effects of Outside Contamination and Improvement Using Novel Media","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Bible College; University of Calgary","funders":"","keywords":"Contamination; Phosphate; Resistance (ecology); Chemistry; Chromatography; Pulp and paper industry; Biochemistry; Biology; Ecology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006798024,0.0007395208,0.0003087543,0.0004595395,0.0001943269,0.0006728813,0.0006331173,0.0005701247,0.0009687297],"category_scores_gemma":[0.001782467,0.0002601242,0.0003205142,0.0003129116,0.0004077585,0.0009920672,0.0005737555,0.0005268669,0.000457636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850096,"about_ca_system_score_gemma":0.0001810706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003208273,"about_ca_topic_score_gemma":0.0004077,"domain_scores_codex":[0.9993987,0.0001117631,0.00004895566,0.0001189256,0.0002627052,0.00005892668],"domain_scores_gemma":[0.998957,0.0003595567,0.0003226721,0.0001050813,0.0001978769,0.00005765155],"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":[0.0001242924,0.00004868449,0.000179357,0.000108501,0.000007313179,0.000103567,0.00005756816,0.0002935191,0.9907901,0.0001136297,0.0001009658,0.008072445],"study_design_scores_gemma":[0.000003514535,0.0001952311,0.0002656209,0.00000449659,0.000006184753,0.00006975387,0.00001300598,0.0009194362,0.9975235,0.00001075666,0.0009825641,0.000005927936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327161,0.005987638,0.05400991,0.0002327718,0.0002392195,0.000195969,0.0001924442,0.001364079,0.005061996],"genre_scores_gemma":[0.9545056,0.002551877,0.03679182,0.0001028896,0.00004943147,0.00009102866,0.0001488692,0.0001913061,0.005567132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009687297,"threshold_uncertainty_score":0.003595173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380827133121443,"score_gpt":0.2066703841216768,"score_spread":0.1928621127904624,"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."}}