{"id":"W2142113188","doi":"10.7939/r33776226","title":"Catalogue of Analytical Methods for Naphthenic Acids Related to Oil Sands Operations","year":2012,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Naphthenic acid; Oil sands; Petroleum engineering; Geology; Environmental science; Chemistry; Asphalt; Geography; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008037975,0.00008453527,0.0002268214,0.0001118252,0.00009132385,0.000007922246,0.0002467939,0.0001056978,0.0009191316],"category_scores_gemma":[0.00007666993,0.00008974634,0.0001656623,0.0002636778,0.00007497978,0.0004336452,0.00009314279,0.00007464025,0.000007692541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001217793,"about_ca_system_score_gemma":0.00006990772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002728773,"about_ca_topic_score_gemma":0.00001946095,"domain_scores_codex":[0.9994686,0.00002503257,0.0001433974,0.0001370603,0.00006320319,0.0001627334],"domain_scores_gemma":[0.9993612,0.0002023606,0.00005188482,0.0002158116,0.00003072709,0.0001380095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002204206,0.004098743,0.2671052,0.003254755,0.007420918,0.00001364339,0.08533783,0.003974291,0.3678643,0.06312265,0.03353908,0.1620644],"study_design_scores_gemma":[0.004581441,0.0002331008,0.002938021,0.000554386,0.002646118,0.00002377049,0.01056172,0.05583737,0.2658565,0.0003672109,0.6549575,0.00144292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9089645,0.0001988596,0.001977897,0.0009182895,0.00002448166,0.000007134629,0.00004633318,0.00003283206,0.08782972],"genre_scores_gemma":[0.8155164,0.00002148556,0.04322654,0.0000359397,0.00002395048,1.822998e-7,0.0003359649,0.0000133104,0.1408263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6214184,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267371738219444,"score_gpt":0.2603046372376732,"score_spread":0.2476309198554787,"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."}}