{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005299225,0.0002465943,0.0003168252,0.00004928022,0.00004686142,0.00002085571,0.0001670333,0.0001350669,0.00001296669],"category_scores_gemma":[0.0003738267,0.0002074028,0.00005628022,0.0002294162,0.00007739045,0.00009281274,0.0000367458,0.0002176153,0.00006655686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000949398,"about_ca_system_score_gemma":0.000003878431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001606958,"about_ca_topic_score_gemma":0.000009096151,"domain_scores_codex":[0.9987686,0.000009748752,0.0002377303,0.0003124998,0.0001614044,0.000510078],"domain_scores_gemma":[0.9988239,0.000525677,0.00005103704,0.0004515412,0.00008222903,0.00006564665],"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":[0.00008769573,0.00002938888,0.01146456,0.0008741626,0.0001013886,0.00001232524,0.0001659068,0.277564,0.7063,0.0006775575,0.0003155034,0.002407453],"study_design_scores_gemma":[0.001994419,0.0002779966,0.003754572,0.0001875196,0.00005536294,0.00004828221,0.002158811,0.07218714,0.8999832,0.004343495,0.01342249,0.00158674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921529,0.0001600151,0.0005163457,0.00009185938,0.0001174822,0.0004250021,0.00003527159,0.001737687,0.004763378],"genre_scores_gemma":[0.9546478,0.00002516708,0.04432141,0.00002768359,0.00005934456,0.00002578996,0.000009483236,0.00008203757,0.0008013087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2053769,"threshold_uncertainty_score":0.8457639,"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."}}