{"id":"W2322307535","doi":"10.1021/ef301956x","title":"Joint Industrial Case Study for Asphaltene Deposition","year":2013,"lang":"en","type":"article","venue":"Energy & Fuels","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Science Foundation","keywords":"Asphaltene; Fourier transform ion cyclotron resonance; Deposition (geology); Chemistry; Mass spectrometry; Precipitation; Aromaticity; Analytical Chemistry (journal); Petroleum; Chemical engineering; Molecule; Mineralogy; Environmental chemistry; Chromatography; Organic chemistry; Geology; Sediment","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0005467674,0.0003723061,0.000209355,0.0006323026,0.00210133,0.001065773,0.0005981842,0.001433143,0.002254563],"category_scores_gemma":[0.0007740408,0.0001857992,0.000246316,0.0008940571,0.000692355,0.0005553341,0.0006750266,0.0004370064,0.0003431302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633109,"about_ca_system_score_gemma":0.001295553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03348906,"about_ca_topic_score_gemma":0.09226313,"domain_scores_codex":[0.9994936,0.00009215285,0.00002221748,0.00009643159,0.0001948449,0.0001008476],"domain_scores_gemma":[0.9994216,0.0001624911,0.00008525821,0.00008801495,0.0001608365,0.00008177166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001454802,0.003617601,0.3449695,0.0009340652,0.0002946644,0.2066904,0.008762111,0.0838341,0.1623175,0.01467347,0.01336168,0.1590901],"study_design_scores_gemma":[0.0003286393,0.003646521,0.3146009,0.0002683995,0.0003250159,0.06745142,0.03396108,0.1343507,0.2228635,0.007285533,0.2146856,0.0002325503],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797844,0.0002505661,0.0064507,0.0002667587,0.00001157203,0.0001435371,0.0002562007,0.00005404564,0.01278229],"genre_scores_gemma":[0.985032,0.0001914068,0.007639746,0.00004211725,0.000006839725,0.00003299837,0.0001931361,0.00001414581,0.006847711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03348906,"threshold_uncertainty_score":0.06658822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329058776310888,"score_gpt":0.2549697681925629,"score_spread":0.221679180429454,"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."}}