{"id":"W3018919816","doi":"10.1002/mren.202000004","title":"Straightforward Synthesis and Evaluation of Polymeric Sensing Materials for Acetone Detection","year":2020,"lang":"en","type":"article","venue":"Macromolecular Reaction Engineering","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Sorption; Polypyrrole; Acetone; Polyaniline; Chemistry; Analyte; Solvent; Polymer; Polymer chemistry; Chemical engineering; Inorganic chemistry; Organic chemistry; Chromatography; Adsorption; Polymerization","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":[0.0002784836,0.0007552958,0.0001414054,0.0003566325,0.0001337198,0.0002095765,0.0002286154,0.0003653442,0.0005965175],"category_scores_gemma":[0.0004242805,0.0001559312,0.0001804389,0.000191214,0.0001713301,0.0002761252,0.0001958087,0.0002224834,0.0002592257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155433,"about_ca_system_score_gemma":0.0001311796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002113039,"about_ca_topic_score_gemma":0.0005200729,"domain_scores_codex":[0.9997552,0.00004407448,0.00001558979,0.00004936668,0.0001069609,0.00002879794],"domain_scores_gemma":[0.9998068,0.00004242574,0.00005977108,0.00001848719,0.00005239679,0.00002013087],"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":[0.00001070882,0.00001086004,0.00002776222,0.00004088771,0.00000175809,0.00002361694,0.000004442607,0.00005817421,0.9983984,0.00002617001,0.000007350862,0.00138994],"study_design_scores_gemma":[0.000002031653,0.000115565,0.0002137585,0.000002655538,0.000003608949,0.00003776078,0.000003260395,0.0002021073,0.9988678,0.000007049878,0.0005430622,0.000001521398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560687,0.003586755,0.03507077,0.0001203252,0.00007287035,0.0002976914,0.0002489212,0.0002543411,0.004279634],"genre_scores_gemma":[0.959246,0.00172137,0.03657914,0.00004494205,0.00001980003,0.0001235347,0.0002043853,0.000035385,0.002025478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007552958,"threshold_uncertainty_score":0.001995564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474261683339759,"score_gpt":0.2217729063222584,"score_spread":0.2070302894888608,"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."}}