{"id":"W3177921210","doi":"10.1109/fleps51544.2021.9469787","title":"Flexible chemiresistive sensor with xurographically patterned gold leaf as contact electrodes for measuring free chlorine","year":2021,"lang":"en","type":"article","venue":"2021 IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS)","topic":"Analytical Chemistry and Sensors","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Chlorine; Electrode; Fabrication; Materials science; Nanotechnology; Free water; Environmental science; Chemistry; Environmental engineering; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002405514,0.0004248823,0.0006029293,0.0001072652,0.0001400482,0.0003274044,0.0002566945,0.0002121147,0.0003458615],"category_scores_gemma":[0.0002546556,0.0003734573,0.0001343534,0.0002014202,0.00009415227,0.0001642974,0.00008344206,0.000419576,0.00001908171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008820164,"about_ca_system_score_gemma":0.0001032082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002219164,"about_ca_topic_score_gemma":0.00002263416,"domain_scores_codex":[0.9976063,0.00004560086,0.0004986798,0.000826652,0.0005073125,0.0005154159],"domain_scores_gemma":[0.9981885,0.0003232663,0.0001533589,0.0003892775,0.0006455046,0.0003001004],"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":[0.001774751,0.0002256269,0.001860066,0.0007936523,0.001156564,0.0002232621,0.0002157569,0.001838738,0.869522,0.1209229,0.000476113,0.0009905685],"study_design_scores_gemma":[0.00290783,0.0003614798,0.0003222813,0.001018153,0.000159162,0.0002917057,0.001241281,0.04387072,0.9405903,0.001199701,0.007088954,0.0009484847],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325173,0.000343092,0.006156561,0.001478554,0.0003292413,0.0004617026,0.0001801434,0.0001757424,0.05835764],"genre_scores_gemma":[0.9685958,0.0004225934,0.0003162099,0.000135256,0.0003975871,0.0000707108,0.0000728912,0.00004684506,0.0299421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1197232,"threshold_uncertainty_score":0.9998717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04881871903974624,"score_gpt":0.275181752856373,"score_spread":0.2263630338166268,"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."}}