{"id":"W2753774500","doi":"10.1063/1.4990134","title":"An automated system for performing continuous viscosity <i>versus</i> temperature measurements of fluids using an Ostwald viscometer","year":2017,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Fuel Cells and Related Materials","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Viscometer; Viscosity; Materials science; Electrolyte; Thermodynamics; Volume (thermodynamics); Ethylene glycol; Ubbelohde viscometer; Analytical Chemistry (journal); Mechanics; Composite material; Chemistry; Chromatography; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001515899,0.0002359845,0.000654868,0.0001099564,0.0004848965,0.0002482148,0.0005984098,0.0001351614,0.00002173614],"category_scores_gemma":[0.00003837373,0.0001953132,0.0001405501,0.0001271408,0.0001378011,0.0007325572,0.00006343475,0.00008362118,0.000004320469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043298,"about_ca_system_score_gemma":0.00004543792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000225307,"about_ca_topic_score_gemma":0.00000215856,"domain_scores_codex":[0.998142,0.00006282635,0.0007137537,0.0003253722,0.0004368586,0.0003192028],"domain_scores_gemma":[0.998306,0.000007928901,0.0003815066,0.0009058646,0.0002831023,0.0001155925],"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":[0.00003051694,0.00008744583,0.0003167074,0.04150947,0.0001327871,0.000001002838,0.00006634494,0.0001482637,0.9548188,0.000005789565,0.0001614782,0.002721395],"study_design_scores_gemma":[0.001783111,0.000228055,0.0001729168,0.02178751,0.0003546234,0.00001018093,0.00007043051,0.04969836,0.9247546,0.00000247884,0.0007305592,0.000407184],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906288,0.002543703,0.000009423467,0.000002974782,0.004997577,0.0008609722,0.000130805,0.0001484345,0.0006773121],"genre_scores_gemma":[0.9965516,0.0007298897,0.002512075,0.000005951342,0.00004816153,0.0000144178,0.00008112063,0.0000368836,0.0000199249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0495501,"threshold_uncertainty_score":0.796464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03903893372754313,"score_gpt":0.2950500099390143,"score_spread":0.2560110762114712,"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."}}