{"id":"W2510864641","doi":"10.1080/10601325.2016.1212308","title":"Evaluation of polymeric nanocomposites for the detection of toxic gas analytes","year":2016,"lang":"en","type":"article","venue":"Journal of Macromolecular Science Part A","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Formaldehyde; Methanol; Nanocomposite; Oxide; Acetaldehyde; Non-blocking I/O; Inorganic chemistry; Polymer; Acetone; Ethanol; Titanium dioxide; Chemistry; Materials science; Aniline; Nuclear chemistry; Organic chemistry; Catalysis; Nanotechnology; 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":[],"consensus_categories":[],"category_scores_codex":[0.002217096,0.00006169943,0.0001487645,0.0001422374,0.00005581954,0.0000195942,0.0001702985,0.00001994828,0.000009051954],"category_scores_gemma":[0.0002438772,0.00003377917,0.00009945613,0.0002857599,0.0001544705,0.000117937,0.00001105028,0.00002130461,6.194683e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004457443,"about_ca_system_score_gemma":0.0000691051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003462843,"about_ca_topic_score_gemma":0.000002596608,"domain_scores_codex":[0.998843,0.00004879494,0.0003412055,0.00006220286,0.0005780495,0.0001268186],"domain_scores_gemma":[0.998975,0.00009030142,0.0002302459,0.0001235151,0.0005467089,0.00003417401],"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":[0.00001100627,0.000008626821,0.00003436449,0.000007420052,0.00002716589,5.475056e-7,0.00005594037,0.004262635,0.9737821,0.000006623083,0.000006293545,0.02179726],"study_design_scores_gemma":[0.0002824698,0.0001342089,0.001117768,0.00006221959,0.0001065357,0.00004706569,0.0000224527,0.027635,0.9703637,0.0001336601,0.00005358295,0.00004134878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786544,0.0007205248,0.02000333,0.00007671042,0.000418087,0.00009994554,0.000002259865,0.000004702672,0.00002007378],"genre_scores_gemma":[0.9994071,0.00004928799,0.0004868286,0.000003852327,0.0000427818,0.000001190235,4.567536e-8,0.000006293646,0.000002620501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02337236,"threshold_uncertainty_score":0.1377475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0174958685006167,"score_gpt":0.2504131982664045,"score_spread":0.2329173297657878,"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."}}