{"id":"W7096693270","doi":"","title":"To cite this version:","year":2013,"lang":"en","type":"article","venue":"","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publics; Public access; Private sector; Public sector","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009482648,0.0007403705,0.001113539,0.002441422,0.002974614,0.008168316,0.002014421,0.00335415,0.8736724],"category_scores_gemma":[0.006250944,0.0003175191,0.0007425054,0.002822059,0.000925686,0.003224304,0.002555705,0.001961829,0.7200784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004561082,"about_ca_system_score_gemma":0.005900244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03869989,"about_ca_topic_score_gemma":0.04179513,"domain_scores_codex":[0.9992955,0.00004523091,0.00003650133,0.00008428041,0.0003996129,0.0001388284],"domain_scores_gemma":[0.997508,0.0001773398,0.00003844767,0.0002339276,0.001691467,0.0003508372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000558412,0.00004048359,0.0003319514,0.0004045698,0.0000129319,0.00008869929,0.0001764649,0.00007689678,0.0006219388,0.00579663,0.9490562,0.04333742],"study_design_scores_gemma":[0.00001076842,0.00001568704,0.0005381076,0.0001009151,0.000005933969,0.00006053376,0.0001417085,0.0000426295,0.0002601811,0.0004044304,0.9984101,0.000008995789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002978908,0.003933044,0.002545145,0.01455553,0.04058991,0.00103659,0.01652861,0.003438319,0.914394],"genre_scores_gemma":[0.005527825,0.001431906,0.0008927486,0.001668388,0.0005532779,0.00009179183,0.003699305,0.0005909423,0.9855438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1263276,"threshold_uncertainty_score":0.180191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007116101822135798,"score_gpt":0.2184562860854946,"score_spread":0.2113401842633588,"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."}}