{"id":"W2940765313","doi":"10.3390/s19091980","title":"Capillary Sensor with Disposable Optrode for Diesel Fuel Quality Testing","year":2019,"lang":"en","type":"article","venue":"Sensors","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"Politechnika Warszawska","keywords":"Diesel fuel; Optode; Automotive engineering; Fuel injection; Process engineering; Engineering; Fuel tank; Computer science; Mechanical engineering; Chemistry","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":[0.0004255644,0.0008066369,0.0005013057,0.0007999681,0.0003617366,0.0006905379,0.0016347,0.0014211,0.002223609],"category_scores_gemma":[0.001046718,0.0003381781,0.000472125,0.0008613392,0.0004263212,0.0009282778,0.0004360727,0.0007065123,0.0008459839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008219058,"about_ca_system_score_gemma":0.000749244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001270419,"about_ca_topic_score_gemma":0.003411131,"domain_scores_codex":[0.9984681,0.00009646265,0.00005280729,0.0003248918,0.001003906,0.00005378277],"domain_scores_gemma":[0.9993885,0.0001540399,0.00008091927,0.00007512864,0.0002528285,0.0000486056],"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":[0.00009527586,0.00006552605,0.0008236648,0.0002612861,0.00002459337,0.0001735346,0.00003317939,0.0002331432,0.9606692,0.00105192,0.001184369,0.03538425],"study_design_scores_gemma":[0.00001958884,0.0003957046,0.002964136,0.00002238337,0.00005779894,0.00156348,0.00004318825,0.008329834,0.9726214,0.0003545189,0.01356997,0.00005790885],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2628312,0.01951832,0.6905813,0.001144909,0.002208574,0.0009757241,0.002011089,0.005422497,0.01530641],"genre_scores_gemma":[0.5224499,0.004065019,0.4551711,0.001334249,0.0001748594,0.0005104551,0.0009685026,0.0001637459,0.01516212],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002223609,"threshold_uncertainty_score":0.007438719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807964638298049,"score_gpt":0.2378738073999054,"score_spread":0.2197941610169249,"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."}}