{"id":"W2509721277","doi":"10.1021/acs.jced.5b00251","title":"Prediction and Experimental Measurement of Refractive Index in Ternary Hydrocarbon Mixtures","year":2015,"lang":"en","type":"article","venue":"Journal of Chemical & Engineering Data","topic":"Field-Flow Fractionation Techniques","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Canadian Space Agency","keywords":"Refractive index; Refractometer; Ternary operation; Refraction; Wavelength; Hydrocarbon; Materials science; Thermodynamics; Optics; Analytical Chemistry (journal); Chemistry; Physics; Organic chemistry","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":[0.001534655,0.0005079526,0.0003358856,0.0006778477,0.0002916853,0.000346332,0.0004825651,0.0004041579,0.0004868841],"category_scores_gemma":[0.003504602,0.0003103926,0.0002859224,0.0006533755,0.0005143429,0.0007454857,0.0004749353,0.0005484557,0.0003036912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005360211,"about_ca_system_score_gemma":0.0004201891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001939342,"about_ca_topic_score_gemma":0.002308239,"domain_scores_codex":[0.9990761,0.0001710022,0.00005557524,0.0001830439,0.0004686046,0.00004550035],"domain_scores_gemma":[0.9987724,0.0006425311,0.000212211,0.0001275213,0.000218716,0.00002658904],"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":[0.0002016934,0.000096084,0.007254628,0.00009997466,0.00001282111,0.00002307338,0.0000957619,0.008408637,0.9642045,0.0003425615,0.0000552516,0.01920499],"study_design_scores_gemma":[0.000007460268,0.000157873,0.005042306,0.000008677184,0.0000161008,0.00003704178,0.0000258332,0.05785744,0.9363545,0.0001592581,0.0003121131,0.00002141002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817747,0.000914509,0.1147583,0.0000558901,0.0000395803,0.00007482831,0.0002409048,0.0004107069,0.001730471],"genre_scores_gemma":[0.9430214,0.000717724,0.05557485,0.00001604403,0.000008200938,0.00007011174,0.0001870413,0.00003267583,0.0003719163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001939342,"threshold_uncertainty_score":0.008116126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03577432999347704,"score_gpt":0.252378930967192,"score_spread":0.216604600973715,"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."}}