{"id":"W2012272883","doi":"10.1002/cjce.5450790126","title":"On the determination of diffusivities of volatile hydrocarbons in semi‐solid bitumen","year":2001,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Institute of Atomic Energy","keywords":"Hexane; Limiting; Toluene; Asphalt; Solvent; Diffusion; Chemistry; Dispersion (optics); Residual; Chromatography; Analytical Chemistry (journal); Thermodynamics; Materials science; Organic chemistry; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003003319,0.0003670379,0.0002468103,0.0005593632,0.0001738573,0.0004363568,0.0003309421,0.0002313087,0.0007060472],"category_scores_gemma":[0.001050146,0.0001382358,0.0001919215,0.00030666,0.0003678365,0.0004319618,0.0002317352,0.0003964023,0.0002289245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005923395,"about_ca_system_score_gemma":0.0003588627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007316621,"about_ca_topic_score_gemma":0.004040689,"domain_scores_codex":[0.9998624,0.00002878433,0.000007071275,0.00003008941,0.0000510592,0.00002057779],"domain_scores_gemma":[0.9995669,0.0002742146,0.00004458894,0.0000240426,0.00006674622,0.00002356476],"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":[0.00008440721,0.00001070282,0.0009973891,0.00008396411,0.000004164371,0.00004575602,0.00004713793,0.001465172,0.9918928,0.0003318607,0.00002024591,0.00501646],"study_design_scores_gemma":[0.000003413346,0.00004934021,0.001371764,0.000006270529,0.000006401519,0.00005217247,0.00003872916,0.01954439,0.9783517,0.00008796866,0.0004790797,0.000008752035],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767845,0.001140197,0.02083205,0.00007509907,0.00001294831,0.00003245756,0.0001802536,0.00006647979,0.0008759509],"genre_scores_gemma":[0.9912584,0.001078962,0.006532065,0.000009809911,0.000002396205,0.00001486845,0.0001064639,0.00001237454,0.0009847023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007316621,"threshold_uncertainty_score":0.01454806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009228763695389447,"score_gpt":0.2016738825810055,"score_spread":0.1924451188856161,"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."}}