{"id":"W3123957998","doi":"10.11575/prism/38602","title":"Rheological Properties of Bitumen and Bitumen-Heptane and Bitumen-Heptanol Mixtures","year":2021,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada First Research Excellence Fund","keywords":"Asphalt; Rheology; Heptane; Materials science; Environmental science; Chemistry; Composite material; Organic chemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0003682084,0.0004490876,0.0004225363,0.0008092719,0.0002785226,0.0003640519,0.000213589,0.0003347426,0.001661019],"category_scores_gemma":[0.000848432,0.0001595978,0.0002559142,0.0009046682,0.0002613453,0.0005166459,0.0002901761,0.0008006491,0.000341971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002217441,"about_ca_system_score_gemma":0.0002236175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009797314,"about_ca_topic_score_gemma":0.001271495,"domain_scores_codex":[0.9996439,0.00003824076,0.00004799985,0.00005007826,0.0001726669,0.00004701232],"domain_scores_gemma":[0.9994704,0.0001419924,0.0001377626,0.0000252289,0.0001635817,0.00006105084],"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":[0.0003198811,0.00004784767,0.002818464,0.000175839,0.00002123503,0.0002070759,0.0001875303,0.0007787013,0.9906359,0.0001671691,0.00009745707,0.004542829],"study_design_scores_gemma":[0.00001143659,0.000499237,0.02465127,0.00004459644,0.0000602178,0.0002761194,0.0004886547,0.003098881,0.9677354,0.000109658,0.002985541,0.00003901533],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921847,0.004125367,0.001370689,0.00007088687,0.00004836554,0.00003464291,0.0006073469,0.00003820607,0.001519704],"genre_scores_gemma":[0.9920247,0.002643405,0.001981794,0.0000455773,0.00002318372,0.00005252979,0.0006204498,0.00002799465,0.002580414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001661019,"threshold_uncertainty_score":0.005556703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031462943533037,"score_gpt":0.1880589393891982,"score_spread":0.1777443099538678,"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."}}