{"id":"W4244473337","doi":"10.2523/97803-ms","title":"Heavy-Oil Fluid Testing With Conventional and Novel Techniques","year":2005,"lang":"en","type":"article","venue":"","topic":"NMR spectroscopy and applications","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canada Research Chairs; Porous Media Laboratory; University of Calgary","keywords":"Citation; Library science; Computer science; Download; World Wide Web; Information retrieval; Archaeology; History","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001200132,0.0008501946,0.0005866027,0.00180462,0.0006466109,0.001559954,0.001961049,0.001356798,0.004386703],"category_scores_gemma":[0.001745079,0.0006280006,0.0007110518,0.001020031,0.001475892,0.00348164,0.0018251,0.001285825,0.001999928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162367,"about_ca_system_score_gemma":0.0008235317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239985,"about_ca_topic_score_gemma":0.003758435,"domain_scores_codex":[0.9969729,0.0002459316,0.00009197437,0.0003640709,0.002186581,0.000138559],"domain_scores_gemma":[0.9987541,0.0002552978,0.0001434585,0.0001945289,0.0005844469,0.00006814262],"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":[0.0006891913,0.0002181183,0.004459497,0.001456275,0.00009429867,0.0005773366,0.0004081897,0.002017572,0.7314584,0.01065464,0.007349622,0.2406169],"study_design_scores_gemma":[0.00009856135,0.001315504,0.009475847,0.0003042181,0.0001692008,0.003461245,0.0007088497,0.02618599,0.8572508,0.005664854,0.09513234,0.0002327018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2456582,0.04160181,0.5920772,0.004874657,0.002796195,0.00119954,0.000899137,0.003857909,0.1070353],"genre_scores_gemma":[0.6447242,0.01194449,0.282621,0.0009659929,0.00056549,0.0003831,0.0004255041,0.0003352131,0.05803498],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004386703,"threshold_uncertainty_score":0.01467496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368304158728874,"score_gpt":0.3023861178489896,"score_spread":0.2887030762617009,"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."}}