{"id":"W2050932308","doi":"10.1016/j.snb.2015.03.070","title":"Chemically diverse sensor arrays based on electrochemically copolymerized pyrrole and styrene derivatives","year":2015,"lang":"en","type":"article","venue":"Sensors and Actuators B Chemical","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; University of Manitoba","keywords":"Styrene; Pyrrole; Copolymer; Materials science; Polymer chemistry; Chemistry; Organic chemistry; Polymer; Composite material","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":[0.0003342716,0.0004278797,0.0003288751,0.0002587003,0.0001664482,0.0003931531,0.0006217741,0.0005629409,0.001165496],"category_scores_gemma":[0.000420859,0.0003431732,0.0001613746,0.0002354899,0.0002837554,0.0006783123,0.0003342544,0.00051029,0.0004067212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003990942,"about_ca_system_score_gemma":0.0001798866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001859679,"about_ca_topic_score_gemma":0.0009021922,"domain_scores_codex":[0.9994512,0.00005902348,0.00002992914,0.0002017407,0.0001752414,0.00008281592],"domain_scores_gemma":[0.9997447,0.00004926942,0.00007252739,0.00002777657,0.00005601559,0.00004966806],"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":[0.00002520733,0.000007808902,0.00003157588,0.00001056901,0.000001540312,0.000009805054,0.000006567771,0.00003485817,0.9987879,0.00006303831,0.00002310051,0.000997997],"study_design_scores_gemma":[0.000004831272,0.00005922304,0.0003148396,8.968623e-7,0.000003664525,0.00004683347,0.000004717992,0.0008446961,0.9982551,0.00002224847,0.0004396269,0.000003269657],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9662112,0.001460024,0.02661916,0.0002673206,0.000151232,0.00007567008,0.0002424033,0.0004229624,0.004550003],"genre_scores_gemma":[0.963973,0.0006364721,0.02903316,0.0002468962,0.00004960839,0.00006337922,0.0002799715,0.00003650206,0.005681024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001165496,"threshold_uncertainty_score":0.003899038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009672953542357835,"score_gpt":0.207665612108113,"score_spread":0.1979926585657552,"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."}}